diff --git a/Section05_Group04_Deliverable_Phase4.html b/Section05_Group04_Deliverable_Phase4.html new file mode 100644 index 0000000..9eddcb4 --- /dev/null +++ b/Section05_Group04_Deliverable_Phase4.html @@ -0,0 +1,44 @@ + + + + +Section05_Group04_Deliverable_Phase4_edited - Databricks + + + + + + + + + + + + + + + + + diff --git a/Section05_Group04_Deliverable_Phase4.ipynb b/Section05_Group04_Deliverable_Phase4.ipynb new file mode 100644 index 0000000..7221c69 --- /dev/null +++ b/Section05_Group04_Deliverable_Phase4.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1cebe0df-ba5f-4848-8d51-e76dee1a7097","showTitle":false,"title":""}},"source":["# Project Title: Predicting Flight Delays through Machine Learning Classifiers at Scale\n","\n","Our objective is to help airlines better allocate resources and make business decisions through improved flight delay predictions."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cc2d68e4-0979-4ae5-bd74-837d51c4c75e","showTitle":false,"title":""}},"source":["# Group20 - Phase 4 Deliverable"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6baa47ce-dfe0-4fa4-b8cd-fcae410e44c0","showTitle":false,"title":""}},"source":["## Section 1: Abstract"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7f7dcd85-93f9-43b0-bfe2-a16a6308a2ba","showTitle":false,"title":""}},"source":["Delays in commercial aviation are frequent and expensive. Utilizing Flight Data from the Bureau of Transportation Statistics and Weather Data from the National Oceanic and Atmospheric Administration, our Team is tasked with predicting U.S. domestic flight delays two hours before the scheduled departure time.\n","\n","We transformed the data after an initial Exploratory Data Analysis, joined all of our datasets utilizing composite keys, and created new features based on how each flight related to its network. The most important feature we created was previous flight delay, a binary indicator showing whether or not a plane with the same tail number was delayed on the previous flight. Five different models were trained using Decision Trees, Random Forests, Gradient Boosted Trees, Multilayer Perceptrons, and an ensemble to predict flight delays. These models were compared to each other and the baseline (a logistic regression) using the F2 metric. We found that the model with the best F-2 score was the ensemble model that predicted a delay if at least one model did, with an F2 score of 0.558. This value is much higher than our baseline model, which only had a F2 score of 0.091. We found that this was mainly due to the new features we created from the flight data, such as previous flight delay, and graph features such as PageRank."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0b939307-ec6e-4b45-9bbe-c920858d0556","showTitle":false,"title":""}},"source":["## Section 2: EDA"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6c344bf7-f97b-40b2-bdf6-63888d66bc71","showTitle":false,"title":""}},"source":["##### Flight Data\n","\n","The primary data source is the Flight Dataset from the Bureau of Transportation Statistics. The data covers flights from 2015 to 2021 and includes 109 features. The Flight Data provides us with the 2 potential response variables:\n","\n","- `DEP_DEL15` : Classification of the flight being delayed by greater than 15 minutes\n","- `DEP_DELAY`: Minutes elapsed between Scheduled and Actual Departure Time\n","\n","The dataset includes both numerical and categorical features that could be useful predictor variables. Numerical features include the time (`CRS_DEP_TIME`), date (`FL_DATE`) and distance flown for the flights. Categorical features such as Airline Carrier (`OP_CARRIER`), Plane Identifier (`TAIL_NUM`) are also of interest.\n","\n","We conducted an exploratory data analysis of the entire flight dataset covering years from the 2015 to 2021 (74 million recorded flights). The EDA was conducted with a special focus on computing % of missing values per feature, understanding the distribution, scale and range of values of the features.\n","\n","As a first step, we decided to drop any duplicated flights which dropped the total number of observations drastically from 74 million to 41 million flights. We also decided to filter out cancelled flights that did not have computed minutes in delay as we wanted to keep flights that were delayed to the point of being cancelled. We decided to drop features that are substantially missing, most notably features related to diverted flights.\n","\n","Table 1 Missing Values from Flight Data\n","\n","\"Google\n","\n","From calculating the proportion of the Delayed and Not-Delayed classes from the predictor variable, `DEP_DEL15`, we observe that the majority of flights are classified as \"not delayed\". Our sample dataset corroborates our literature review that approximately 17% of all flights are delayed.\n","\n","Table 2 Proportion of Flights that are Delayed (≥ 15 minutes)\n","\n","|DEP_DEL15|cnt_per_group|perc_of_count_total|\n","|---------|-------------|-------------------|\n","| 0.0| 34,374,886| 82.93|\n","| 1.0| 7,076,983| 17.07|\n","\n","We observe from the distribution of `DEP_DELAY` that amongst flights with delays, the majority of delays are less than 30 minutes. It is important to note that negative values are computed for flights that depart early than scheduled. \n","\n","Figure 1 Distribution of flight delays in minutes\n","\n","\"Google\n","\n","Amongst the predictor variables in our dataset, we are particularly interested in the scheduled departure time (`DEP_TIME_BLK`), scheduled departure day of week (`DAY_OF_WEEK`), and Airlines Carrier (`OP_CARRIER`). We parsed the scheduled-departure hour of delayed flights and we observe that as the day progresses, the percentage of flights that are delayed steadily increase. We believe that these are network effects at play whereby earlier delayed flights affect later scheduled flight throughout the day. This might be a result of delayed scheduled flights taking up Airport Terminal and Gate capacity.\n","\n","Figure 2 Distribution of Flight Delays (in minutes) by Scheduled Departure Hour and Day of Week\n","\n","\"Google\n","\n","\n","As it relates to the day-of-the-week of scheduled flights, we observe upticks in flight delays as a % of total flights on Monday, Thursday, Friday, and Sunday. This may be a result of increased demand and stress on the Airline/Airport systems on days when passengers are more likely to be traveling for business (Monday - Thu/Friday) split and weekend travellers departing and returning from a trip (Friday/Sunday). \n","\n","\n","Airline Carrier is a notable categorical variable and is of particular interest. We can see a substantial range in flight timeliness performance by Airline Carrier. The worst performing Airline, JetBlue (`B6`) is followed by Frontier Airlines (`F9`) and Virgin (`VX`).\n","\n","Figure 3 Distribution of flight delays by Airline Carrier\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"33f53640-0fbc-426a-bdda-555a70ebb955","showTitle":false,"title":""}},"source":["#### Weather Data\n","\n","The second data source is the Local Climatological Data (LCD) dataset from the National Centers for Environmental Information. The data covers the period from January 2015–December 2021). The LCD data contains summaries of climatological conditions from weather stations managed by the NWS, FAA, and DOD. Since the weather impacts airline flight operations, it is reasonable to assume that weather features may have predictive power in our model for flight delays.\n","\n","We conducted an exploratory data analysis (EDA) on the weather set to spot anomalies, calculate the number of missing values, understand the distribution, scale, and range of values of the features, and propose how the features may have explanatory value for our model.\n","\n"," The data includes hourly observations of temperature, humidity, wind direction and speed, barometric pressure, sky condition, visibility, and weather phenomena. These are critical observations of the atmosphere that help forecasters predict the weather. \n","\n","We reviewed the contents of the LCD dataset covering the period January-2015- December 2021. The observations correspond to 15079 weather stations. Overall the dataset contains 124 columns and approximately 900 million rows. We filtered the observations to include only weather stations located at airports in the US and territories. After this reduction, the dataset contained weather observations for 379 weather stations with 35 million rows and 26 columns.\n","\n","We reviewed the contents of the weather observations to understand the contents, units of observation and report types. The dataset contained observations from seven differnt types of reports. Based on the report type, we decided to only allow observations from reports taken at hourly frequency (FM-15) and special weather reports (FM-16). This further reduced the nunber of rows to 31 million.\n","\n","We estimated the number of missing values from any of the weather features in the model. Table 3 shows the dataset's features and the number of missing values. Table 4 shows the data types in the raw data. We reviewed each weather feature to assess their usefulness in explaining weather delays. The pressence of many zeroes or missing values does not mean the feature has to be discarded.\n","\n","**Table 3 Missing Values from weather data** \\\n","\"Google\n","\n","**Table 4. Data dictionary from weather data after removal of features** \\\n","\"Google\n","\n","\n","We reviewed weather features that are typical causes for weather delays. According to the literature weather delays are related to the presence of thunderstorms, Ice, Freezing rain, snow and fog. These events may impact airport runwayt capacity, traffic control and ground operations and cause delays. The features in the weather data may be able to be used to predict delays at airports.\n","\n","#### Precipitation\n","\n","The feature 'HourlyPrecipitation' contains the values of liquid precipitation observation values given in inches to hundredths. Traces amounts are reported as T. Null or blank values indicate no precipittion was observed. We replaced all the null values and \"T\" values with zero. values with \"S\" indicate suspect values. These values accout for only 0.1 percent of the data. Some of these suspect values correspond to very high amounts of precipitation per hour recorded, exceding 9 inches of rain per hour. These extreme events may be anomalies in the data or correspond to rare meteorological events. Overall 92 percent of the values in the \"HourlyPrecipitation\" feature are zero. We retain this feature because the amount of precipitation is likely related to weather delays at airports. Having such a large percentage of zeroes is expected since not all locations get rain every month or season.\n","\n","#### Temperature\n","\n","The weather data set contains three features for temperature observations, wet bulb, dry bulb, and dew point temperature. The difference between wet bulb and dry bulb temperatures is a measure of the humidity of the air. The higher the difference in these temperatures, the lower the humidity. The dew point is the temperature under which water vapor condenses. The higher the dew point, the higher the moisture in the air. Figure 4 shows a statistical summary of the three temperature features. The units of temperature are in degrees Fahrenheit.\n","\n","**Figure 4 Statistical summary temperature features** \\\n","\"Google\n","\n","Figure 5 shows an example of the yearly and daily variation of the temperature. The left panel shows the seasonal variation of the reported temperatures reported by the Dallas-Fort Worth airport (DFW). The right panel shows the hourly variation of the temperature at this airport during a day (7-4-2015). Changes in temperature may be indicative of weather events such as cold fronts, storms that may impact airport operations and cause delays.\n","\n","**Figure 5 Daily and average temperatures reported by the DFW airport weather station** \\\n","\"Google\n","\n","#### Pressure\n","\n","Figure 6 shows a statistical summary of the pressure features in the data set. The 'HourlyStationPressure' is the atmospheric pressure observed at the station and reported in inches of Mercury (in Hg). This feature has 2 percent of missing values. The range of values seems reasonable, with the lowest pressure reported approximately 9 psi, corresponding to higher altitude stations or weather events. \n","\n","The 'HourlyPressureTendency' indicates increases or decreases in pressure over the 3 previous hours. The 'HourlyPressureChange' indicates a difference in pressure over the past 3 hours. Rapid drops in atmospheric pressure measurements are associated with cloudy, rainy, or windy weather, while rapid increases are associated with clear skies. This feature could be valuable for our model however 77 percent of the values for these features are missing and they will not be introduced in our model. However we can estimate a similar feature using the 'HourlyStationPressure' to estimate the change of pressure over time and introduce that in the model.\n","\n","**Figure 6 Statistical summary pressure features** \\\n","\"Google\n","\n","#### Wind\n","\n","Figures 7 and 8 show the statistical summary of the wind-related features in the data set. Strong surface winds, such as crosswinds and gusts, can impact aircraft coming to land or takeoff, causing disruptions to airport operations. While operations depend on runway length and aircraft size, in general crosswinds in excess of 30-35 kts (about 34-40 mph) are generally prohibitive of take-off and landing.\n","\n","\n","Some anomalous high wind speed values were removed, and most observations are less than ten mph winds. The most significant frequency for wind direction was less than 36 degrees. \n","\n","**Table 5 Statistical summary of wind features** \\\n","\"Google\n","\n","To review the relationship of wind direction with delays we reviewed the distribution of the wind direction at airports. Figure 3 shows an example of the distribution of the winds reported at the DFW airport during 2015 and the runway configuration of this airport. The runway configuration was built considering the prevailing winds, to reduce the impacts of crosswinds on the runways which can cause delays. This indicates that to use the wind direction as a feature that can cause flight delays, the individual airport configurations must be considered. In Figure 3, we can observe that the runwas are placed in an orientation compatible with the prevailing winds. The only wind directions that may affect airport operations occurr at a very low frequency (45 and 90 degrees)\n","\n","**Figure 7 Distribution of wind direction at DFW airport and runway configuration** \\\n","\"Google\n","\n","Figure 4 shows a similar situation with LGA airport. In the figure we can see that the orientation of the runways at this airport is compatible with the prevailing winds in the area. The perpendicular runways at this airport leverage the direction of the prevailing winds, therefore the wind direction impact is lower. From this review we believed the wind direction combined with speed and runway orientation may explain some delays.\n","\n","**Figure 8 Distribution of wind direction at LGA airport and runway configuration** \\\n","\"Google\n","\n","Figure 9 shows the hourly wind and wind gusts speeds for the years 2015-2021 in the DFW airport.Since in general crosswinds in excess of about 34-40 mph are restrictive of take-off and landing, the use of these two features in adddition with the wind orientation may have explanatory power for some delays related to weather.\n","\n","**Figure 9 Distribution of wind and wind gust speeds at DFW airport** \\\n","\"Google\n","\n","#### Visibility\n","\n","Table 6 shows the statistical summary of the visibility feature. For meteorology, this is the horizontal distance an object can be seen and identified in whole miles. The aviation industry uses visibility from the control tower and the pilots' visibility by looking at the runway markings. Weather changes that affect visibility in the control tower or runway will lead to disruption in airport operations, delays, or cancellations. There are some anomalous high values of visibility in the dataset, but most values are around 10 miles. These values were removed. The relationship between visibility and flight delays is complex. The systems required to support landing and take off operations under low visility depend on the airport. The ability to operate under restricted visibility such as fog also depends on the instrument rating of the pilot. In general commercial airlines in the US operate under regulations that may require a minimum of 1 mile visibility for two engine planes and 0.5 mile visibility for three ore more engines. These minimums for take-off are useful information to use this feature in our model to explain weather-related delays.\n","\n","**Table 6 Statistical summary of visibility features** \\\n","\"Google\n","\n","Figures 10 and 11 show panels overlaying certain weather features and the delays caused by weather as indicated by the flight database.\n","From these examples we can see the correlation between weather events weather delays. In this case snow and precipitation in the Boston and Dallas airports during 2019. The bottom panel in both figures shows the percentage of flights delays caused by weather, while the panels above show the relevant weather feature that preceded the delays.\n","\n","**Figure 10 Distribution of weather features and delays at DFW airport** \\\n","\"Google\n","\n","**Figure 11 Distribution of weather features and delays at Boston airport** \\\n","\"Google\n","\n","Figure 12 shows the distribution of entries per station in a 3 month period. If a station reports their data once every hour, they should have about 2160 entries in the dataset, which is clearly not the case for the majority of the stations. A lot of them seem to report their data every 20 minutes, which is why there're a lot of stations in the 6300 - 6750 bucket. There's also a not insignificant number of stations that seem to report their data every 5 minutes. There're also a lot of stations who report with a lower frequency that once an hour on average. This may pose a challenge when deciding how to join the weather data to the flight data, as some stations may not have recent enough data, and it may not be uniform across all flights\n","\n","**Figure 12 Reporting Frequency by Station**\n","\n","\"Google\n","\n","Figure 13 shows the pearson correlation between the previously discussed variables. As expected, all 3 temperature measurements, despite their differences, are highly positively correlated, which likely means that including more than one of them will not provide the model with more information. Humidity and Visibility also have a relatively high correlation, although negative in this case. As humidity increases, visibility decreases, as it becomes harder to see longer distances.\n","\n","**Figure 13 Pearson Correlation Matrix for Hourly Weather Data**\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6c545fc0-88a0-4e7d-aec2-9f6607c1eebd","showTitle":false,"title":""}},"source":["### Joining the Datasets\n","\n","To join the flights and weather data, we need to figure out the closest weather station to a given airport through minimizing distance. One of the datasets provided includes information about each station and their proximity to other neighboring stations that have ICAO codes, this includes the distance to them. We noticed that a lot of these showed a disance of 0, which meant that the station was actually inside the airport.\n","\n","In order to assess whether the airports in our flights dataset had a station inside them we had to join them with the station dataset. However the flights dataset only included the IATA code, and not the ICAO code. This meant that we needed an external dataset to join these. For our initial pipeline we used the dataset provided by the [Python Package index](https://pypi.org/project/airportsdata/) which not only provided both IATA and ICAO codes, but also the respective timezones for each airport which will be needed for the join between flight and weather data.\n","\n","We then obtained all 388 airports in the flights dataset, by selecting the ORIGIN column and finding the distinct values within in. We then joined it with the external airport dataset to add the ICAO code. At the same time, we grouped all stations by nearest neighbour ICAO code, and found the station with the minimum distance for each of them. We then merged the closest station with the 388 airports and we found that 381 of those airports had a station with weather reports inside of them.\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"adcdf383-1582-4f66-9406-d2a71b815130","showTitle":false,"title":""}},"source":["### Splitting the data and cross validation\n","\n","Given that we are dealing with a time series we can't just randomly assign the data to either the training or test set.\n","\n","Every flight from 2021 will be assigned to the blind test set, which will only be used for the final evaluation of the model.\n","\n","The rest of the flights (2015 to 2020) will be used for the training set. We will conduct cross validation by implementing a blocking split. The 6 year period will be divided into 5 parts, each of 14 months, with the last one consisting of 12. Each of those parts will be split into two, the first 12 months will be used for training while the remaining 2 will be the dev set. By having the last 2 months of the year in the dev set we will avoid any data leakage.\n","\n","The results of these models will be combined into a weighted average, which will be used to tune the model's hyperparameters until we find a model with satisfying results. \n","\n","```\n","from pyspark.sql.functions import col, monotonically_increasing_id\n","\n","train_set = spark.read.parquet(f\"{blob_url}/train_set\")\n","\n","train_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-01-01'\")\n","dev_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-01-01'\")\n","\n","train_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_1\")\n","dev_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_1\")\n","\n","train_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-03-01'\")\n","dev_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-05-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-03-01'\")\n","\n","train_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_2\")\n","dev_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_2\")\n","\n","train_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-07-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-05-01'\")\n","dev_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-07-01'\")\n","\n","train_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_3\")\n","dev_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_3\")\n","\n","train_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-09-01'\")\n","dev_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-11-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-09-01'\")\n","\n","train_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_4\")\n","dev_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_4\")\n","\n","train_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2020-10-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-11-01'\")\n","dev_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP >= '2020-10-01'\")\n","\n","train_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_5\")\n","dev_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_5\")\n","```"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a714daf3-c7d3-48ca-a866-c2182200aa6f","showTitle":false,"title":""}},"source":["### Workflow Diagram\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ea91caa6-0da9-48d4-ac71-ab724c1dda6e","showTitle":false,"title":""}},"source":["## Section 3: Feature Engineering"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ee1c9b38-a561-4f8b-a143-816a9e916992","showTitle":false,"title":""}},"source":["### Weather features\n","\n","We introduced categorical features to introduce the present of weather events that may explain certain flight delays. The categorical features indicate the presence of weather related to flight delays such as thunderstorms, snow, fog and ice. \n","\n","### Previous Flight Delay\n","\n","Airlines have a finite number of aircrafts, so each aircraft has a route that it follows every day, going from airport to airport. An aircraft being delayed in one airport likely means it will arrive late at its destination, and that may impact that aircraft's next flight's departure time.\n","\n","In order to add this feature to our models, we utilized the Window object, partioned by Tail Number (the aircraft ID), and ordered it by departure time. Each flight then had the previous delay for the previous flight for its aircraft added as a feature. After an initial analysis, we saw that this had a relatively high correlation (> 0.3) with the current's flight delay. One constraint we added to this feature was that we only counted the prev_delay if it was recorded at least 2 hours before the flight's departure date, this helped us prevent the use of any data that could not be avaiable when making a new prediction.\n","\n","### Average Airport Delay\n","\n","Another feature we created was the percentage of flights that are delayed in a given time window. While the previous feature allowed us to see how an individual flight could be affected by previous delays, this feature provides information about the airport itself at a given moment in time. If there are a lot of flights delayed in the previous 3 hours, chances are that any following flights could potentially be delayed as well. We tested this on many windows of time and found that the 3 hours window had the bigger impact on our models. These features also had a relative high correlation with the 15 flight delay.\n","\n","Correlation with 12 hour delay ratio in Origin Airport 0.12216519883229544\n","\n","Correlation with 6 hour delay ratio in Origin Airport 0.21077215134158905\n","\n","Correlation with 3 hour delay ratio in Origin Airport 0.257984686955184\n","\n","Correlation with 1 hour delay ratio in Origin Airport 0.24283098426761895\n","\n","### PageRank Features\n","We were interested in a feature that can indicate the importance or influence of an airport and its role in propagating delays to other flights. Since the US airlines operate in a hub-and-spoke system, some airports play the role of hubs and are critical points of connection for passengers traveling to other airports. Therefore, we modeled the flight data as a directed graph and used the PageRank algorithm to rank the airports considering their connectivity to other airports.\n","\n","The PageRank score indicates the airport's importance in the network and its influence on the propagation of delays. We estimated PageRank scores quarterly and applied the results to the next quarter. We reused the functions for graph initialization and PageRank from Homeworks 5. To use these functions, we converted the flight data into an RDD in the appropriate format using the number of flights between airports as weights. Finally, we used the PageRank algorithm with a teleportation probability of 0.01 and a maximum number of iterations of 20. We introduced the PageRank features as a continuous variable for the origin and destination airports for every flight in the dataset. Figure 14 shows the PageRank for the top ten airports for the period 2015-2021. To prevent leakage, we calculated the PageRank only of the training set, from the previous quarter.\n","\n","From this calculation we can identify the most important airports in terms of their connectivity, with the major hubs Atlanta (ATL) and Chicago (ORD) ranked in the top. The black vertical line indicates the start of the COVID-19 pandemic travel disruption. During this period, airlines drastically reduced the number of commercial flights. From the figure it appears that the disruption affected the connectivity of the hubs, as Dallas DFW and Denver DEN increased their PageRank during this disruption. \n","\n","Figure 14 PageRank for the airports\n","\n","\"Google\n","\n","### Delay States of the US airport network\n","\n","We identified in the litearure, a feature to capture the overall delay conditions of the network. The delay state represents the network's delay patterns at a point in time. The delay state is defined as the median delay in every origin-destination at every hour. These delay states form clusters around certain times and destinations and can be used as a feature in our model. On Figure 15-1. We can see a map of the busiest city pairs in terms of airline operations and the average delay in minutes.\n","\n","Figure 15-1 100 busiest origin-destination pairs 2015-2021\n","\"Google\n","\n","\n","We estimated the clusters of delay states using the K Means clustering algorithm over a period of time.\n","We selected 5 clusters every year after reviewing the metrics for the K Means algorithm. We calculated the delay states for each year from 2015-2020 using only the data available in the training sets. Figure 15 shows the clusters of pattern delays in 2015, from the lowest to the highest delays in the network. We can see interesting patterns, for example, in the cluster with the most delayed flights, most of the these delays are concentrated in flights that involve DFW, ORD and LAX. This feature was introduced as a categorical feature.\n","\n","Figure 15 Delay State for Airline network in 2015\n","\n","\"Google\n","\n","### Airport capacity and demand/capacity features\n","\n","According to the literature, there is a correlation between the number of delayed connecting flights and the total number of flights out of an airport. From this study we introduced three indicator variables defined as follows: \n","\n","The crowdedness of the airport is defined as the number of scheduled flights and flights that depart from the airport i at the interval \\\\(\\Delta t \\\\) :\\\n","\"Google \n","\n","where \\\\(f_i\\\\) and \\\\(f_i^s\\\\) represent the number of actual and scheduled flights at airport \\\\(i\\\\) in a time interval \\\\( [t - \\Delta t, t]\\\\) where t is the departure time and \\\\(\\Delta t = \\{1h, 2h, ..., 12h}\\\\) \n","\n","\n","The ratio of actual flights over scheduled flights out of an airport \\\\(i\\\\) at the interval \\\\(\\Delta t \\\\) \\:\n","\"Google\n","\n","And the overall number of flights in the network at the interval \\\\(\\Delta t \\\\) \\:\n","\"Google\n","\n","These features were introduced in the model as continous variables. We considered all the flights departing at an airport at a given hour are assigned the same values for these features. Since there are no scheduled operations betwen 11 pm and 5 am in most airports, those flights would not have a valid value for the ratio of actual over scheduled flights. We replaced these null values with a value of one since airports at those hours are not congested."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"14a295b5-ec43-40ca-a2ae-f2622d074f9e","showTitle":false,"title":""}},"source":["## Section 4: Hyperparameter Tuning"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7115361d-3ac2-4614-b999-63ccdb367649","showTitle":false,"title":""}},"source":["For our decision tree models, we focused primarily on two hyperparameters: max depth of the trees and max number of bins. Max depth indicates when the model stops splitting. Max number of bins is the number of bins used in discretizing continuous, numerical features. With a higher max depth are expressive in capturing outcomes and have potentially higher performance (in F2, accuracy, etc.), but run the risk of overfitting and taking too long to run. Having too many max bins has a similar tradeoff, wherein more bins allow for more granular split decisions, but can be computationally expensive. \n","\n","While not directly related to hyperparameter tuning, we've now realized that we may have too many features and will reduce the number of features in newer models. In addition, we will consider different types of impurity measures to decide splits like Gini and Entropy for decision trees. Similarly, we'll continue to tune the hyperparameters by validating results on other test data to prevent overfitting. In our decision trees, we used a max depth of 10 and max bins of 350. \n","\n","Random forests had an additional hyperparameter for the number of decision trees in the random forest. After testing different sets of parameters, we ended up going with a max depth of 10, and 100 decision trees.\n","\n","Gradient boosted trees have similar hyperparameters with the addition of maxiter and stepsize. The former refers to the max number of iterations of gradient boosting and latter refers to the learning rate of the model. When the max number of iterations is too high, the model runs the risk of overfitting. To avoid overfitting, we monitored the error between prediction and validation data. The number of iterations we choose after the hyperparameter tuning was 6.\n","\n","Our approach to hyperparameter tuning involved grid search and using F2 score as the scoring mechanism. The grid search method involves creating a \"grid\" among hyperparameters to be tuned and evaluating the F2 score for each combination in the grid. Evaluating the hyperparameter combinations requires cross validation hence the name GridSearchCV. The output of hyperparameter tuning would be the optimal F2 score along with the hyperparameter values needed to achieve the highest score. Other techniques include random search though this is employed in discovery and can be a time intensive process."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ba80a8f6-9d63-49c7-b9f6-2380a6262d42","showTitle":false,"title":""}},"source":["## Section 5: Modeling Pipelines"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1563999c-1783-40ea-95bc-d1ffce7df45d","showTitle":false,"title":""}},"source":["The ultimate goal of our modeling pipeline was three-fold: **Feature Selection**, **Hyper-Parameter Tuning**, and **Model Selection**.\n","\n","In our modeling pipelines, we tried to write as many reusable functions as we could to make configuring and tweaking our models easier. In the attached notebook, we compartamentalized the features and various helper functions used in the modeling pipelines. The modeling pipeline begins with ingesting the joined parquet files that were split by `FL_DATE` for our Blocked Time Series Cross Validation.\n","\n","Figure 16 Model Pipeline Flow Chart\n","\n","\"Google\n","\n","#### Feature Selection:\n","\n","We began by running decision tree models with different categories of features:\n","\n",">- Weather Features\n",">- Airport Capacity (QRN)\n",">- Airport PageRank\n",">- Clustered Delay States\n",">- Previous Flight Feature (based on Tail Number)\n",">- Other Flight Features (Airline Carrier, Seasonality)\n","\n","We utilized \"feature importance\", a measure of the decrease in node purity weighted by the probability of reaching that node. We made the decision to include the \"top 3\" features by relative importance from each category to include as part of our feature selection.\n","\n","#### Hyper Parameter Tuning and Model Selection:\n","\n","Once we finalized our feature selection process, we examined Decision Tree, Random Forest, Gradient Boosted Trees, and Multilayer Perceptron models. While both Decision Tree and MLP models were introduced both categorical and continuous features into the VectorAssembler, continuous features were preprocessed using`MinMaxScaler`. This preprocessing step done as many of the continuous features did not exhibit normal distributions. We utilized the loss function as the Gini impurity in the decision trees. The formula is:\n","\n","\"Google\n","\n","where C is the total number of classes and i is a selected class out of C. Gini impurity (G) measures the homogeneity of nodes in the decision tree.\n","\n","We experimented through combinations of hyperparameters relevant for each type of model against cross validations. Utilizing average F2 scores, the best hyper-parameters were utilized to fit the full train dataset and evaluated on the full test dataset. We leveraged `mlflow` to log all relevant metrics with a focus on F2 and recall. Based on the results of the hyper parameterized models, we selected the best Model.\n","\n","#### Custom Ensemble Models:\n","\n","We also wanted to implement novel approaches including the use of ensemble methods whereby all four models (hyper-parameterized Decision Tree, Random Forest, Gradient Boosted Tree, and Multilayer Perceptron) \"vote\" on the final prediction:\n","> - Vote by Majority - the majority prediction of `DELAY` or `NO DELAY`\n","> - One Positive Voting - if one model suggests delay, predict `DELAY`\n","> - One Negative Voting - if one model suggests no-delay, predict `NO DELAY`"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f9c6e5ac-7f0e-41cf-8748-659ef7892982","showTitle":false,"title":""}},"source":["#### Data Leakage\n","\n","One concern we had throughout this project was data leakage. Data Leakage is usually defined as information that is not part of the training dataset being used to train the model. Since most of our data comes from multiple time series (flights and weather data), our biggest concern in terms of data leakage was making sure when did not use data that would not have been available when making a prediction (2 hours before the scheduled departure). For example, data leakage could have occured when aggregating some of the hourly data. If a flight left at 10.30am, which meant the prediction happened at 8.30am, we couldn't just aggregate data about all flights from 8 to 9 am, since half of those would take place after our prediction. Any kind of time-based feature had to take into account when exactly the prediction was being made, in order to avoid leaking any future data into our model.\n","\n","Our pipeline does not suffer any data lakeage since we took several measures to prevent any data leakage:\n","1) Changing all timestamps to UTC so we would be able to compare all data, and prevent any accidental data leakage when joining it..\n","2) Create a \"prediction timestamp\" two hours before the scheduled timestamp and use that to do any joins.\n","3) When looking at the previous flight delay for a particular aircraft, we only counted it as delayed if it had happened prior to the 2 hour window.\n","4) The same applied when looking at the average flight delays by airport in a given time frame, and any other features that used other flights' data.\n","5) When training the model, we used 2021 as the test set, since using any previous year would mean we were predicting the past with data from its future."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c85d5260-d40f-4145-ac1c-b84bc41a6ad9","showTitle":false,"title":""}},"source":["####Unbalanced class treament\n","The EDA indicated there was a significant data imbalance between the classes for the model. This imbalance has an enormous impact on the predictive power of models. Therefore, we attempted to implement SMOTE to solve the class imbalance. However, the running time of this facility needed to be faster to be of practical use. Thus, we decided to use a downsampling approach. We decided to use \"downsampling\" - sampling from the majority class to address class imbalances issues with flight delays"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1e998518-e658-425d-b197-f15091c61248","showTitle":false,"title":""}},"source":["## Section 6: Results and Discussion"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ceb29056-e9f1-4179-bc2d-cae395a1dfec","showTitle":false,"title":""}},"source":["#####Metrics \n","We selected the metrics to evaluate the performance of our models considering the business impact on our customer (the airline) due to decisions made based on incorrect predictions from our model. In addition, since we are using a classification model, we considered the ramifications on the business from false positives and false negatives. \n","\n","We considered the costs incurred by the airline attributed to delays. Airlines must bear the additional costs from their crew, costs for accommodating disrupted passengers, and the costs of aircraft re-positioning. \n","There is also a cost of lost demand from potential customers who consider an airline's reputation for flight delays and customer service before purchasing. Given the competitive nature of the business on specific domestic markets, this cost may be substantial.\n","\n","While our model cannot be used to mitigate the costs of most of these factors, our model can assist the airline in improving its reputation for customer satisfaction in case of delays that disrupt travel. Taking proactive measures to assist passengers may positively impact reputation and have a measurable favorable effect on sales and customer loyalty.\n","\n","The consequences of our model errors in predictions can be summarised as follows:\n","\n","- False positive: The model predicted a delay for the flight, but the flight departed on time. The airline incurred additional expenses to meet a demand that did not materialize. There is no impact on the airline's reputation with its customers. \n","\n","- False negative: The model predicted an on-time departure for the flight, but the flight was delayed. The airline did not allocate resources to handle the surge in demand for staff. Passengers are negatively affected by the wait time to obtain information from the airline, and the airline's reputation with its customers suffers. The passenger lifetime value (LTV) is negatively affected by the false negative.\n","\n","The impact of these errors depends on the number of passengers and the customer mix of the flight (share of premium passengers and economy passengers). For example, a mainline carrier operating a route with high competition, such as JFK-LAX, with many first-class and business passengers paying the highest fares, may be more interested in avoiding false negative results to retain the loyalty of premium passengers.\n","On the other hand, low-cost carriers operating a leisure route, such as JFK-MCO, may be more interested in reducing customer service costs and prefer a model with fewer false positives. \n","\n","We used Fbeta score as a metric, with Beta =2 which allows us to give more weight to recall to address the needs of our airline customer.\n","\n","The formal definition of F Beta is:\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"437cfb88-636d-47e4-84cc-c3bca5282a4a","showTitle":false,"title":""}},"source":["Below are a summary of all of the hyperparameter tuning experiments and the train/validation F2 scores:\n","\n","Table 6: Hyperparameter tuning \n","\n","\"Google\n","\n","Table 7: Model Results\n","\n","We selected the best hyper-parameters to build our exploratory models. These models were combined into a final Ensemble model that has the best F2 score as shown in the below table.\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9bf0a38b-3c22-4e35-a382-689a61b953e3","showTitle":false,"title":""}},"source":["###Discussion\n","\n","\n","####Feature Selection\n","Our investigation of flight delay literature suggested evaluating temporal features, such as day-of-month, day-of-week, month-of-year, departure and arrival time, carrier, and origin/destination airport. Therefore, we introduced these features as categorical variables. We considered other factors related to airports and their operations, such as delays of previous flights, scheduled and actual airport usage, crowdedness index, and weather conditions. We introduced the graph feature PageRank to consider the connectivity of the airports and Delay States features to capture the delay condition of the airline network. \n","\n","First, we used a decision tree model to assess the importance of the features. Then, we selected each factor's top three most critical features from this assessment. Figure 17 indicates the importance of the factors. \n","\n","These are the features selected to our final model:\n","\n","- Weather Features: \n","> `ORIGIN_HourlyWindSpeed`\\\n","> `ORIGIN_HourlyDryBulbTemperature` \\\n","> `ORIGIN_HourlyVisibility` \\\n","> `ORIGIN_TS` (presence of thunderstorm at Origin)\\\n","> `ORIGIN_SNOW` (presence of snow at Origin)\\\n","> `DEST_SNOW` (presence of snow at Destination)\n","- Airport Capacity (QRN):\n","> `N5h_sum` (number of flights that took off in a five-hour interval)\\\n","> `R10h`(ratio of demand over capacity of airport in a 10-hour interval)\\\n","> `R12h`(ratio of demand over capacity of airport in a 12-hour interval)\n","- Airport PageRank\n","- Clustered Delay States : \n","> `delay_state` (clustered delayed states)\n","- Previous Flight Feature (based on Tail Number\n","> `PREV_DEP_DELAY`\\\n","> `AVG_DELAY_ORIGIN_LAST_3` (average delay in minutes from last 3 hours)\\\n","> `PER_DELAY_15_ORIGIN_LAST_3` (% of delays that were at least 15 mins late)\n","- Other Flight Features (Airline Carrier, Seasonality): \n","> `OP_UNIQUE_CARRIER` (categorical variable for airline carrier)\n","\n","Figure 17 Feature Importance\n","\n","\"Google\n","\n","\n","From Figure 17, we can see the importance of the feature `PREV_DEP_DELAY` or the delay of the previous flight. This is expected as an aircraft delayed in one airport likely means it will arrive late at its destination, and that may impact that aircraft's next flight's departure time. Similarly, the average delay in minutes from the last 3 hours is also important. However, unlike the delay of the previous flight, the average delay in the last 3 hours captures any factors that are affecting the entire airport, unlike the previous flight delay, which only captures an effect on one particular flight. Factors like weather, security problems, and other temporary issues are represented by this feature.\n","\n","It is interesting to see that the sum of flights over a 12 and 10 hours interval had the most importance among that category of feature. The inbalance of demand and capacity over such long interval may capture the propagation of flight delays across the the network.\n","\n","\n","#### Exploratory Models\n","We investigated the use of classification algorithms to predict if a flight would be delayed. We considered classifier algorithms such as random forests (RF) and gradient boosting trees (GBT) for this binary classification problem. We also investigated using a Multilayer Perceptron neural network (MLP). \n","\n","Next, we built exploratory models using DT, RF, GBT, and MLP. We used a grid search with a cross-validation function to find the best parameters for the DT, GBT, and MLP models according to the F2 score. The MLP model is a fully connected neural network that was relatively easy to integrate with our model pipeline. The MLP utilizes an initial layer of *m* nodes, representing the number of features, with a final output layer of 2. We had limited time to experiment with hyperparameter tuning, where we primarily changed the number of layers and the number of nodes per layer. We ultimately found that a MLP architecture of (44 - Sigmoid - 44 - Sigmoid - 2 - Softmax) produced the best F2 score for our selected features.\n","\n","#### Final Model\n","Finally we combined our four models into a single final model using a voting classifier approach. Although we are using primarily tree-based models, not all the models agree completely on the predictions. Our ensemble model uses a \"one positive voting\" rule. If any of the individual models predicts a delay, that flight is classified as a delayed flight. The performance of the final classification model is shown in Table 7, along with the performance of the four exploratory classification models.\n","\n","The F2, precision, and recall for the final ensemble model were 0.558, 0.366 and 0.643, respectively. These metrics were produced by evaluating on the blind test set. \n","\n","Figure 18 illustrates the confusion matrix of the final model. 67% of the delayed flights are correctly classified\n","\n","Figure 18\n","Confusion Matrix Final Model\n","\n","\"Google\n","\n","Upon reflection on our model choices, we realize that we are heavily realuying on decision-tree type algorithms. We could improve the model by considering other types of architectors, such as suppor vector machines and other classifiers.\n","\n","These results are not completely satisfactory. In essence, we are only predicting about 2/3 of the delayed flights accurately, and a non-singificant number of flights would be marked as delayed despite not being so. Perhaps we could have found other sources of information that could have provided more data about the delays. Information like number of passengers in the flight, or aircraft capacity could provide information about other reasons why a flight is delayed (more passengers that need to board means more chances for the flight to be delayed).\n","\n","Despite that, we still think this could give the airlines a tool to better manage their staff, and customer expectations when it comes to the flight's departure time."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c0ca24eb-c6f0-4274-8818-2c5a7f571a6c","showTitle":false,"title":""}},"source":["###Gap Analysis\n","\n","If we compare our results to the leaderboard, we can see that there are a few who have an f2 score close to 0.7, which is higher than ours.\n","\n","Our final model had an f2 score of 0.558. There is a significant difference in performance here. One particular method that we did not explore was weighing our training data differently. We could have determined if a particular year was more relevant than others for the 2021 data, and weighted that year higher than the rest.\n","\n","Another feature that we did not focus as much as we would have liked was departure and arrival times. We could have turned that \"continuous\" feature into a categorical ones. It's unlikely the relationship with the delay was linear, instead different times of day could have had a different result.\n","\n","Since we explored a variety of different models, it doesn't seem that the gap came from not trying a particular model. We could have however done a more extensive hyperparameter tuning, and even more experimenting."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7bdee335-f149-405b-a038-55fd6db07877","showTitle":false,"title":""}},"source":["## Section 7: Conclusion\n","Every year flight delays cost the economy billions of dollars in lost productivity. We believe that having a model that can be used for forecast flight delays can be very attractive to airlines, airports and the travel industry in general. \n","\n","Our primary use case for the flight delay prediction model is Airline resource planning and allocation. For example, with a two-hour notice, airlines could allocate corporate resources in anticipation of the fallout from delays (i.e., surge resourcing for help and call centers). Airlines could also use the model to identify areas for improvement in flight scheduling and crew allocation, improving on-time performance and reducing costs.\n","\n","To build this model, we started with the hypothesis that flight departure delays can be explained by changes in weather patterns and features related to airport locations, origin and destination pairs, seasonal travel patterns as well as graph features that allow to model delay propagation accross the network.\n","\n","We generated a set of features that capture these dynamics.:\n"," * Weather conditions \n"," * Degree of connectivity of the airports in the network\n"," * Condition of flight delays across the network\n"," * Airport operations and demand and capacity balance.\n","\n","Using these features, we built classification models for U.S. domestic flights and assessed their power to predict flight delays. We conducted experiments on the entire data set to fine tune the hyperparameters of the models and finally we built a final ensemble model combining different types of architecture. We evaluated our model's predictive power using the 2021 blind test data. As a result, our proposed model indicated an F2 score of 0.558. There is room for improvement in our model. A review of efforts from other teams indicated we can improve our models by weighing the training data differently and introduced other features to add more power to our model.\n","\n","Our model has limitations since it only involves U.S. domestic flights, and it does not consider the interaction of international flights and foreign airlines arriving or departing from the airports. An interesting future research project would be to extend the model to include these flights. Another exciting suggestion for future research would be to include the impact of major atmospheric weather patterns such as tradewinds across oceans and El Nino and La Nina phenomena on long-haul routes across the oceans."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"10ef4841-d53d-4fc1-ad87-2e59457999ae","showTitle":false,"title":""}},"source":["## Data Lineage"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"479e2d9d-3d86-4a42-bd9e-8d2bc9b900eb","showTitle":false,"title":""}},"source":["###Lineage from Raw Data Files to Cleaned Joined Dataset\n","\n","####Initial setup of environment\n","\n","```python\n","# Initial Configuration\n","from pyspark.sql.functions import col, max\n","from pyspark.sql.functions import col, to_timestamp, monotonically_increasing_id, datediff, when\n","\n","blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\"\n","\n","spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")\n","\n","# Inspect the Mount's Final Project folder \n","# Please IGNORE dbutils.fs.cp(\"/mnt/mids-w261/datasets_final_project/stations_data/\", \"/mnt/mids-w261/datasets_final_project_2022/stations_data/\", recurse=True)\n","data_BASE_DIR = \"dbfs:/mnt/mids-w261/datasets_final_project_2022/\"\n","display(dbutils.fs.ls(f\"{data_BASE_DIR}\"))\n","\n","# Set partitions\n","spark.conf.set(\"spark.sql.shuffle.partitions\", 1000)\n","spark.conf.set(\"spark.sql.files.minPartitionNum\", 1000)\n","\n","```\n","###Download data for airport codes and timezones and join timezones to original flights and weather dataset\n","\n","We used an external table containing IATA, ICAO, and timezones as an intermediary between the flights, weather, and station datasets. We then joined the timezones and airport codes on these three datasets so that we can join the three tables.\n","\n","```python\n","\n","# Create and save the Aiport Dataset with IATA ICAO and Timezones\n","\n","!pip install -U airportsdata\n","import airportsdata\n","import pandas as pd\n","#get timezone\n","gadb = airportsdata.load()\n","df_gadb = pd.DataFrame.from_dict(gadb).transpose()\n","#get rid of blank iata codes\n","df_gadb = df_gadb[df_gadb['iata'] != \"\"]\n","df_gadb = spark.createDataFrame(df_gadb)\n","\n","df_airport_timezone = df_gadb.distinct()\n","\n","# There are 12 airports missing in this dataset present in the whole flights datasets\n","values = [\n"," (\"KLCK\", \"LCK\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/New_York\"),\n"," (\"KWYS\", \"WYS\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KSCK\", \"SCK\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Los_Angeles\"),\n"," (\"KPGD\", \"PGD\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/New_York\"),\n"," (\"KVEL\", \"VEL\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KCNY\", \"CNY\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KHOB\", \"HOB\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KESC\", \"ESC\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Detroit\"),\n"," (\"KRIW\", \"RIW\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KCRQ\", \"CLD\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Los_Angeles\"),\n"," (\"KEFD\", \"EFD\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Chicago\"),\n"," (\"KTKI\", \"TKI\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Chicago\")\n","]\n","\n","df_missing_airports = spark.createDataFrame(values, df_airport_timezone.columns)\n","\n","df_airport_timezone = df_airport_timezone.union(df_missing_airports)\n","\n","df_airport_timezone = df_airport_timezone.withColumnRenamed(\"name\", \"airport_name\") \\\n"," .withColumnRenamed(\"city\", \"airport_city\") \\\n"," .withColumnRenamed(\"subd\", \"airport_subd\") \\\n"," .withColumnRenamed(\"country\", \"airport_country\") \\\n"," .withColumnRenamed(\"lat\", \"airport_lat\") \\\n"," .withColumnRenamed(\"lon\", \"airport_lon\") \\\n"," .withColumnRenamed(\"tz\", \"airport_tz\")\n","\n","df_airport_timezone.write.mode(\"overwrite\").parquet(f\"{blob_url}/airport_codes_timezone\")\n","\n","# Load the Flights data and remove duplicates \n","df_airlines = spark.read.parquet(f\"{data_BASE_DIR}parquet_airlines_data/\")\n","df_airlines = df_airlines.distinct()\n","df_airlines.write.mode(\"overwrite\").parquet(f\"{blob_url}/df_airlines_distinct\")\n","\n","# Load all 4 datasets for initial joins\n","df_airlines = spark.read.parquet(f\"{blob_url}/df_airlines_distinct\")\n","df_airport_timezone = spark.read.parquet(f\"{blob_url}/airport_codes_timezone\")\n","df_weather = spark.read.parquet(f\"{data_BASE_DIR}parquet_weather_data/\")\n","df_stations = spark.read.parquet(f\"{data_BASE_DIR}stations_data/*\")\n","\n","# 3m 1403471 1y 7422037 all 42430592 3.66\n","df_airlines.count()\n","\n","# Drop all columns but neighbor id and icao\n","df_stations_icao = df_stations.select('neighbor_id', 'neighbor_call').withColumnRenamed(\"neighbor_call\", \"icao_station\").distinct()\n","\n","# Rename weather columns\n","df_weather = df_weather.withColumnRenamed(\"NAME\", \"STATION_NAME\") \\\n"," .withColumnRenamed(\"STATION\", \"STATION_ID\") \\\n"," .withColumnRenamed(\"ELEVATION\", \"STATION_ELEVATION\") \\\n"," .withColumnRenamed(\"LATITUDE\", \"STATION_LATITUDE\") \\\n"," .withColumnRenamed(\"LONGITUDE\", \"STATION_LONGITUDE\") \\\n"," .withColumnRenamed(\"DATE\", \"WEATHER_DATE\") \\\n"," .withColumnRenamed(\"REPORT_TYPE\", \"WEATHER_REPORT_TYPE\") \\\n"," .withColumnRenamed(\"SOURCE\", \"WEATHER_SOURCE\")\n","\n","columns_to_keep = [\"HourlyDewPointTemperature\", \"HourlyDryBulbTemperature\", \"HourlyPrecipitation\", \"HourlyPresentWeatherType\", \"HourlyStationPressure\", \"HourlyVisibility\", \"HourlyWetBulbTemperature\", \"HourlyWindDirection\", \"HourlyWindSpeed\", \"YEAR\"]\n","# Drop weather reports that are not FM-15 or 16\n","df_weather = df_weather.where(\"WEATHER_REPORT_TYPE in ('FM-15', 'FM-16')\").select(\"STATION_ID\", \"STATION_NAME\", \"STATION_ELEVATION\", \"STATION_LATITUDE\", \"STATION_LONGITUDE\", \"WEATHER_DATE\", \"WEATHER_REPORT_TYPE\", \"WEATHER_SOURCE\", *columns_to_keep)\n","\n","# Add valid ICAO to weather data\n","df_weather_icao = df_stations_icao.join(df_weather,\\\n"," df_weather.STATION_ID == df_stations_icao.neighbor_id,\\\n"," 'left').where('neighbor_id IS NOT NULL').drop(\"neighbor_id\")\n","\n","#Pull in timezone for weather stations\n","df_weather_icao_tz = df_weather_icao.join(df_airport_timezone,\\\n"," df_weather_icao.icao_station == df_airport_timezone.icao,\\\n"," 'left').drop(\"icao_station\")\n","\n","\n","# Merge airlines and timezones\n","flights_icao_tz = df_airlines.join(df_airport_timezone,\\\n"," df_airlines.ORIGIN == df_airport_timezone.iata,\\\n"," 'left')\n","\n","flights_icao_tz = flights_icao_tz.withColumn(\"flight_id\", monotonically_increasing_id())\n","\n","```\n","\n","###Take joined flights, weather, and stations with timezones and convert dates into UTC timestamps\n","\n","```python\n","\n","\n","# Create unique origins/airports\n","origin_airports = df_airlines.select(\"ORIGIN\").distinct().withColumnRenamed(\"ORIGIN\", \"AIRPORT_IATA\")\n","dest_airports = df_airlines.select(\"DEST\").distinct().withColumnRenamed(\"ORIGIN\", \"AIRPORT_IATA\")\n","all_airports = origin_airports.union(dest_airports).distinct()\n","\n","all_airports_icao = all_airports.join(df_airport_timezone, df_airport_timezone.iata == all_airports.AIRPORT_IATA).where(\"iata is not NULL\").select(\"AIRPORT_IATA\", \"icao\").withColumnRenamed(\"icao\", \"icao_flight\")\n","\n","# Drop entries not in flights data\n","df_weather_icao_needed_tz = df_weather_icao_tz.join(all_airports_icao,\\\n"," df_weather_icao_tz.icao == all_airports_icao.icao_flight,\\\n"," 'left').where('AIRPORT_IATA IS NOT NULL').drop(\"AIRPORT_IATA\", \"icao_flight\")\n","\n","# Save the new datasets\n","flights_icao_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/flights_with_icao_tz\")\n","df_weather_icao_needed_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/weather_with_icao_tz\")\n","\n","# Load the new datasets\n","flights_icao_tz = spark.read.parquet(f\"{blob_url}/flights_with_icao_tz\") # 42430592\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\")\n","\n","from datetime import datetime, timedelta\n","from pytz import timezone\n","\n","def get_hour_minutes(depature_time):\n"," depature_time = str(depature_time)\n"," hour = ''\n"," if len(depature_time) <= 2:\n"," hour = '00'\n"," minutes = depature_time\n"," elif len(depature_time) == 3:\n"," hour = depature_time[0]\n"," minutes = depature_time[1:]\n"," elif len(depature_time) == 4:\n"," hour = depature_time[:2]\n"," minutes = depature_time[2:]\n"," return hour, minutes\n"," \n","def get_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour), minute=int(minutes)))\n"," return timestamp.astimezone(utc)\n","\n","def get_hour_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour)))\n"," return timestamp.astimezone(utc)\n","\n","def get_weather_timestamp(depature_timestamp, hours = 2):\n"," return (depature_timestamp - timedelta(hours=hours))\n","\n","def go_back_an_hour(depature_timestamp):\n"," return (depature_timestamp - timedelta(hours=1))\n"," \n","def get_string_timestamp(timestamp):\n"," return timestamp.strftime(\"%Y%m%d%H%M\")\n","\n","def get_hourly_string_timestamp(timestamp):\n"," return timestamp.strftime(\"%Y%m%d%H\")\n"," \n","get_timestamp = udf(get_timestamp)\n","get_hour_timestamp = udf(get_hour_timestamp)\n","get_weather_timestamp = udf(get_weather_timestamp)\n","get_string_timestamp = udf(get_string_timestamp)\n","get_hourly_string_timestamp = udf(get_hourly_string_timestamp)\n","go_back_an_hour = udf(go_back_an_hour)\n","\n","# Create the timestamp columns for the flight data\n","flights_icao_tz = flights_icao_tz.withColumn(\"FLIGHT_TIMESTAMP\", get_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"CRS_DEP_TIME\", \"airport_tz\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"HOUR_WEATHER_TIMESTAMP\", get_hour_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"CRS_DEP_TIME\", \"airport_tz\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"WEATHER_TIMESTAMP\", get_weather_timestamp(\"FLIGHT_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"HOUR_WEATHER_TIMESTAMP\", get_weather_timestamp(\"HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"TWO_HOUR_WEATHER_TIMESTAMP\", go_back_an_hour(\"HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"THREE_HOUR_WEATHER_TIMESTAMP\", go_back_an_hour(\"TWO_HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"FLIGHT_TIMESTAMP\", get_string_timestamp(\"FLIGHT_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"WEATHER_TIMESTAMP\", get_string_timestamp(\"WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"HOUR_WEATHER_TIMESTAMP\", get_hourly_string_timestamp(\"HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"TWO_HOUR_WEATHER_TIMESTAMP\", get_hourly_string_timestamp(\"TWO_HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"THREE_HOUR_WEATHER_TIMESTAMP\", get_hourly_string_timestamp(\"THREE_HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"FLIGHT_TIMESTAMP\", to_timestamp(col(\"FLIGHT_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"WEATHER_TIMESTAMP\", to_timestamp(col(\"WEATHER_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n","\n","# Update the file with timestamps\n","flights_icao_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/flights_with_icao_tz\")\n","\n","def get_utc_difference(tz):\n"," utc_diff = {\n"," \"America/Chicago\": 6,\n"," \"Pacific/Honolulu\": 10,\n"," \"America/Phoenix\": 7,\n"," \"America/Denver\": 7,\n"," \"America/Los_Angeles\": 8,\n"," \"America/New_York\": 5,\n"," \"America/Anchorage\": 9,\n"," \"America/Boise\": 7,\n"," \"America/Detroit\": 5,\n"," \"America/St_Thomas\": 4,\n"," \"America/Puerto_Rico\": 4,\n"," \"America/Adak\": 10,\n"," \"America/Juneau\": 9,\n"," \"America/Kentucky/Louisville\": 5,\n"," \"America/Indiana/Indianapolis\": 5,\n"," }\n"," \n"," return utc_diff[tz] if tz in utc_diff else 0\n","\n","def get_timestamp_weather_df(date, tz):\n"," if date is None or tz is None:\n"," return 'empty'\n"," diff = get_utc_difference(tz)\n"," utc = timezone('UTC')\n"," timestamp = utc.localize(datetime.fromisoformat(date)) + timedelta(hours=diff)\n"," return timestamp.strftime(\"%Y%m%d%H%M\")\n","\n","def get_hour_timestamp_weather_df(date, tz):\n"," if date is None or tz is None:\n"," return 'empty'\n"," diff = get_utc_difference(tz)\n"," utc = timezone('UTC')\n"," timestamp = utc.localize(datetime.fromisoformat(date)) + timedelta(hours=diff)\n"," return timestamp.strftime(\"%Y%m%d%H\")\n","\n","get_timestamp_weather_df = udf(get_timestamp_weather_df)\n","get_hour_timestamp_weather_df = udf(get_hour_timestamp_weather_df)\n","# Create the timestamp for the weather data\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"STATION_TIMESTAMP\", get_timestamp_weather_df('WEATHER_DATE', 'airport_tz'))\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"HOUR_TIMESTAMP\", get_hour_timestamp_weather_df('WEATHER_DATE', 'airport_tz'))\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"STATION_TIMESTAMP\", to_timestamp(col(\"STATION_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n","\n","```\n","\n","####Clean weather variables\n","\n","```python\n","\n","#clean values on hourly precipitation\n","def clean_hourly_precipitation(line, value= 0.0):\n"," if (line is None):\n"," value = 0.0\n"," elif ('T' in line) | (line == \"\") | ('*' in line):\n"," value = 0.0\n"," elif 's' in line:\n"," temp = line.replace('s', '')\n"," if len(line)>=8:\n"," value = (float(temp[:4])+float(temp[4:])) /2.0\n"," else:\n"," value = float(temp)\n"," elif len(line)>=8:\n"," value = (float(line[:4])+float(line[4:])) /2.0 \n"," else:\n"," value = float(line)\n"," return value \n","\n","clean_hourly_precipitation = udf(clean_hourly_precipitation)\n","# Create the timestamp for the weather data\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"HourlyPrecipitation\", clean_hourly_precipitation('HourlyPrecipitation'))\n","\n","# converte the hourly variables to numeric\n","from pyspark.sql.functions import col\n","columns_to_cast = [\"HourlyDewPointTemperature\",\"HourlyDryBulbTemperature\",\"HourlyWetBulbTemperature\", \"HourlyStationPressure\", \"HourlyWindDirection\", \"HourlyWindSpeed\", \"HourlyVisibility\"]\n","df_weather_icao_needed_tz = (\n"," df_weather_icao_needed_tz\n"," .select(\n"," *(c for c in df_weather_icao_needed_tz.columns if c not in columns_to_cast),\n"," *(col(c).cast(\"float\").alias(c) for c in columns_to_cast)\n"," )\n",")\n","\n","# Clean the Hourly weather event\n","from pyspark.sql.functions import col, to_timestamp, monotonically_increasing_id, datediff, when, split\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('AU_code', split(col('HourlyPresentWeatherType'), '\\\\|').getItem(0))\\\n"," .withColumn('AW_code', split(col('HourlyPresentWeatherType'), '\\\\|').getItem(1))\\\n"," .withColumn('MW_code', split(col('HourlyPresentWeatherType'), '\\\\|').getItem(2))\\\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('AU_TS', when( (col('AU_code').contains(\"+TS\")) | (col('AU_code').contains(\"FC\")),1).otherwise(0))\\\n"," .withColumn('AU_ICE', when(col('AU_code').contains(\"IC\" ), 1).otherwise(0))\\\n"," .withColumn('AU_SNOW',when(col('AU_code').contains(\"+SN\" ), 1).otherwise(0))\\\n"," .withColumn('AU_FOG', when(col('AU_code').contains(\"FG\" ), 1).otherwise(0))\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('AW_TS', when((col('AW_code').contains(\"TS\" ))| (col('AW_code').contains(\"FC\")) , 1).otherwise(0))\\\n"," .withColumn('AW_ICE', when(col('AW_code').contains(\"FZRA\" ), 1).otherwise(0))\\\n"," .withColumn('AW_SNOW',when(col('AW_code').contains(\"SN\"), 1).otherwise(0))\\\n"," .withColumn('AW_FOG', when(col('AW_code').contains(\"FG\"), 1).otherwise(0))\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('MW_TS', when((col('MW_code').contains(\"TS\" ))| (col('MW_code').contains(\"FC\")), 1).otherwise(0))\\\n"," .withColumn('MW_ICE', when(col('MW_code').contains(\"FZRA\"), 1).otherwise(0))\\\n"," .withColumn('MW_SNOW',when(col('MW_code').contains(\"SN\" ), 1).otherwise(0))\\\n"," .withColumn('MW_FOG', when(col('MW_code').contains(\"FG\"), 1).otherwise(0))\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('TS',when( (col('AU_TS')== 1) | (col('AW_TS')== 1)| (col('MW_TS')== 1), 1).otherwise(0))\\\n"," .withColumn('ICE', when((col('AU_ICE')== 1 )| (col('AW_ICE')== 1)| (col('MW_ICE')== 1), 1).otherwise(0))\\\n"," .withColumn('SNOW',when((col('AU_SNOW')== 1 )| (col('AW_SNOW')== 1)| (col('MW_SNOW')== 1), 1).otherwise(0))\\\n"," .withColumn('FOG', when((col('AU_FOG')== 1 )| (col('AW_FOG')== 1)| (col('MW_FOG')== 1), 1).otherwise(0))\\\n","\n","\n","# Update weather dataset\n","df_weather_icao_needed_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/weather_with_icao_tz\")\n","\n","# Load the new datasets\n","flights_icao_tz = spark.read.parquet(f\"{blob_url}/flights_with_icao_tz\") # 42430592\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\") # 31717569\n","\n","```\n","\n","###Create composite key to join weather and flights dataset\n","\n","```python\n","\n","def create_composite_key(code, timestamp):\n"," return f'{code}_{timestamp}'\n","\n","create_composite_key = udf(create_composite_key)\n","\n","# Create composite key for both datasets\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"CODE_STATION_TIMESTAMP\", create_composite_key('icao', 'HOUR_TIMESTAMP'))\n","flights_icao_tz = flights_icao_tz.withColumn(\"CODE_TIMESTAMP\", create_composite_key('icao', 'HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"TWO_CODE_TIMESTAMP\", create_composite_key('icao', 'TWO_HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"THREE_CODE_TIMESTAMP\", create_composite_key('icao', 'THREE_HOUR_WEATHER_TIMESTAMP'))\n","\n","# Update the datasets\n","flights_icao_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/flights_with_icao_tz\")\n","df_weather_icao_needed_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/weather_with_icao_tz\")\n","\n","# Load the new datasets\n","flights_icao_tz = spark.read.parquet(f\"{blob_url}/flights_with_icao_tz\") # 42430592\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\") # 1057832\n","print(flights_icao_tz.count())\n","\n","# Drop unnecessary columns\n","columns_to_drop = ['airport_name', 'airport_city', 'airport_country', 'airport_tz', 'year', 'airport_subd', 'country', 'elevation', 'iata', 'airport_lon', 'airport_lat', 'icao']\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.drop(*columns_to_drop)\n","\n","```\n","\n","####Clean data further and execute joins\n","\n","```python\n","\n","# Join the datasets\n","joined_df_one = flights_icao_tz.join(df_weather_icao_needed_tz, flights_icao_tz.CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_two = flights_icao_tz.join(df_weather_icao_needed_tz, flights_icao_tz.TWO_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_three = flights_icao_tz.join(df_weather_icao_needed_tz, flights_icao_tz.THREE_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","\n","combined_df = joined_df_one.union(joined_df_two).union(joined_df_three) # 3m 6204054\n","combined_df.write.mode(\"overwrite\").parquet(f\"{blob_url}/combined\")\n","\n","combined_df = spark.read.parquet(f\"{blob_url}/combined\") # 184162262\n","combined_df.count()\n","\n","from pyspark.sql.functions import min\n","\n","joined_df_pos = combined_df.withColumn(\"distance_time\",col(\"WEATHER_TIMESTAMP\").cast(\"long\") - col(\"STATION_TIMESTAMP\").cast(\"long\")).where(\"distance_time >= 0\")\n","joined_df_pos_min = joined_df_pos.groupBy(\"flight_id\").agg(min(\"distance_time\").alias('minimum_distance')).withColumnRenamed(\"flight_id\", \"flight_id_min\")\n","joined_df_pos_min_final = joined_df_pos.join(joined_df_pos_min, (joined_df_pos_min.flight_id_min == joined_df_pos.flight_id) & (joined_df_pos_min.minimum_distance == joined_df_pos.distance_time), 'inner') # 3m 1396256 unique\n","\n","joined_df_clean = joined_df_pos_min_final.dropDuplicates([\"flight_id\"])\n","joined_df_clean.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full\")\n","\n","# Drop temporary columns\n","columns_to_drop = ['CODE_STATION_TIMESTAMP', 'distance_time', 'flight_id_min', 'minimum_distance', 'CODE_TIMESTAMP', 'TWO_CODE_TIMESTAMP', 'THREE_CODE_TIMESTAMP']\n","\n","clean_full = spark.read.parquet(f\"{blob_url}/joined_df_full\") # 42227239\n","clean_full = clean_full.drop(*columns_to_drop)\n","\n","# Rename the weather features so it's clear they belong to the ORIGIN airport\n","columns_to_rename = ['STATION_ID', 'STATION_NAME', 'STATION_ELEVATION', 'STATION_LATITUDE', 'STATION_LONGITUDE', 'WEATHER_DATE', 'WEATHER_REPORT_TYPE', 'WEATHER_SOURCE', 'HourlyPrecipitation', 'HourlyPresentWeatherType', 'STATION_TIMESTAMP', 'HourlyDewPointTemperature', 'HourlyDryBulbTemperature', 'HourlyWetBulbTemperature', 'HourlyStationPressure', 'HourlyWindDirection', 'HourlyWindSpeed', 'HourlyVisibility', 'AU_code', 'AW_code', 'MW_code', 'AU_TS', 'AU_ICE', 'AU_SNOW', 'AU_FOG', 'AW_TS', 'AW_ICE', 'AW_SNOW', 'AW_FOG', 'MW_TS', 'MW_ICE', 'MW_SNOW', 'MW_FOG', 'TS', 'ICE', 'SNOW', 'FOG', 'icao', 'iata', 'airport_name', 'airport_city', 'airport_subd', 'airport_country', 'elevation', 'airport_lat', 'airport_lon', 'airport_tz', 'FLIGHT_TIMESTAMP']\n","\n","\n","for column in columns_to_rename:\n"," clean_full = clean_full.withColumnRenamed(column, \"ORIGIN_\" + column)\n","\n","clean_full.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full\")\n","\n","clean_full = spark.read.parquet(f\"{blob_url}/joined_df_full\") # 42227239\n","origin_airports = clean_full.select(\"ORIGIN\").distinct()\n","dest_airports = clean_full.select(\"DEST\").distinct()\n","\n","joined = dest_airports.join(origin_airports, origin_airports.ORIGIN == dest_airports.DEST, 'left').where(\"ORIGIN is null\")\n","display(joined)\n","\n","clean_full = spark.read.parquet(f\"{blob_url}/joined_df_full\") # 42227239\n","full_dest_tz = clean_full.join(df_airport_timezone, clean_full.DEST == df_airport_timezone.iata, 'left')\n","\n","full_dest_tz = full_dest_tz.withColumn(\"CODE_TIMESTAMP\", create_composite_key('icao', 'HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"TWO_CODE_TIMESTAMP\", create_composite_key('icao', 'TWO_HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"THREE_CODE_TIMESTAMP\", create_composite_key('icao', 'THREE_HOUR_WEATHER_TIMESTAMP'))\n","\n","# Drop unnecessary columns\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\") # 1057832\n","columns_to_drop = ['airport_name', 'airport_city', 'airport_country', 'airport_tz', 'year', 'airport_subd', 'country', 'elevation', 'iata', 'airport_lon', 'airport_lat', 'icao', 'HOUR_TIMESTAMP']\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.drop(*columns_to_drop)\n","\n","# Join the datasets\n","joined_df_one = full_dest_tz.join(df_weather_icao_needed_tz, full_dest_tz.CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_two = full_dest_tz.join(df_weather_icao_needed_tz, full_dest_tz.TWO_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_three = full_dest_tz.join(df_weather_icao_needed_tz, full_dest_tz.THREE_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","\n","combined_df = joined_df_one.union(joined_df_two).union(joined_df_three) # 3m 6204054\n","combined_df.write.mode(\"overwrite\").parquet(f\"{blob_url}/combined_dest\")\n","\n","combined_df = spark.read.parquet(f\"{blob_url}/combined_dest\") # 184162262\n","\n","from pyspark.sql.functions import min\n","\n","joined_df_pos = combined_df.withColumn(\"distance_time\",col(\"WEATHER_TIMESTAMP\").cast(\"long\") - col(\"STATION_TIMESTAMP\").cast(\"long\")).where(\"distance_time >= 0\")\n","joined_df_pos_min = joined_df_pos.groupBy(\"flight_id\").agg(min(\"distance_time\").alias('minimum_distance')).withColumnRenamed(\"flight_id\", \"flight_id_min\")\n","joined_df_pos_min_final = joined_df_pos.join(joined_df_pos_min, (joined_df_pos_min.flight_id_min == joined_df_pos.flight_id) & (joined_df_pos_min.minimum_distance == joined_df_pos.distance_time), 'inner') # 3m 1396256 unique\n","\n","joined_df_clean = joined_df_pos_min_final.dropDuplicates([\"flight_id\"])\n","joined_df_clean.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full_dest\")\n","\n","# Drop temporary columns\n","columns_to_drop = ['CODE_STATION_TIMESTAMP', 'distance_time', 'flight_id_min', 'minimum_distance', 'CODE_TIMESTAMP', 'TWO_CODE_TIMESTAMP', 'THREE_CODE_TIMESTAMP']\n","\n","join_df_origin_dest = spark.read.parquet(f\"{blob_url}/joined_df_full_dest\") # 184162262\n","join_df_origin_dest = join_df_origin_dest.drop(*columns_to_drop)\n","\n","# Rename the weather features so it's clear they belong to the ORIGIN airport\n","columns_to_rename = ['STATION_ID', 'STATION_NAME', 'STATION_ELEVATION', 'STATION_LATITUDE', 'STATION_LONGITUDE', 'WEATHER_DATE', 'WEATHER_REPORT_TYPE', 'WEATHER_SOURCE', 'HourlyPrecipitation', 'HourlyPresentWeatherType', 'STATION_TIMESTAMP', 'HourlyDewPointTemperature', 'HourlyDryBulbTemperature', 'HourlyWetBulbTemperature', 'HourlyStationPressure', 'HourlyWindDirection', 'HourlyWindSpeed', 'HourlyVisibility', 'AU_code', 'AW_code', 'MW_code', 'AU_TS', 'AU_ICE', 'AU_SNOW', 'AU_FOG', 'AW_TS', 'AW_ICE', 'AW_SNOW', 'AW_FOG', 'MW_TS', 'MW_ICE', 'MW_SNOW', 'MW_FOG', 'TS', 'ICE', 'SNOW', 'FOG', 'icao', 'iata', 'airport_name', 'airport_city', 'airport_subd', 'airport_country', 'elevation', 'airport_lat', 'airport_lon', 'airport_tz', 'FLIGHT_TIMESTAMP']\n","\n","\n","for column in columns_to_rename:\n"," join_df_origin_dest = join_df_origin_dest.withColumnRenamed(column, \"DEST_\" + column)\n","\n","join_df_origin_dest.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full_dest\")\n","\n","join_df_origin_dest = spark.read.parquet(f\"{blob_url}/joined_df_full_dest\") # 184162262\n","display(join_df_origin_dest)\n","\n","df_airlines.where(\"ORIGIN in ('PSE', 'PPG', 'OGS', 'SPN', 'SJU', 'GUM', 'XWA')\").count()\n","\n","from pyspark.sql.functions import countDistinct\n","import numpy as np\n","from math import radians, cos, sin, asin, sqrt\n","\n","# Find missing airports\n","\n","matched_airpoorts = clean_full.select(\"ORIGIN\").withColumnRenamed(\"ORIGIN\", \"MATCHED_ORIGIN\").distinct()\n","\n","original_airports = df_airlines.select(\"ORIGIN\").distinct()\n","\n","missing_airports = original_airports.join(matched_airpoorts, original_airports.ORIGIN == matched_airpoorts.MATCHED_ORIGIN, \"left\").where(\"MATCHED_ORIGIN is NULL\")\n","\n","# Find nearest stations to each airport\n","just_stations = df_stations.select(\"station_id\", \"lon\", \"lat\").distinct()\n","\n","# Get airport data for missing airports\n","missing_airports_coords = missing_airports.join(df_airport_timezone, missing_airports.ORIGIN == df_airport_timezone.iata, \"left\")\n","\n","# Distance functions for airports and stations\n","def haversine_distance(lon1, lat1, lon2, lat2):\n"," lon1, lat1, lon2, lat2 = map(radians, [lon1, lat1, lon2, lat2])\n"," \n"," d_lon = lon2 - lon1 \n"," d_lat = lat2 - lat1 \n"," a = sin(d_lat/2)**2 + cos(lat1) * cos(lat2) * sin(d_lon/2)**2\n"," c = 2 * asin(sqrt(a)) \n"," rkm = 6371\n"," rm = 3956\n"," return c * rkm, c * rm\n","\n","stations_sc = sc.broadcast(just_stations.rdd.collect())\n"," \n","def calc_distances(airport):\n"," airport_lon = float(airport['airport_lon'])\n"," airport_lat = float(airport['airport_lat'])\n","\n"," for station in stations_sc.value:\n"," if not station['lon'] or not station['lat']:\n"," continue\n"," station_lon = float(station['lon'])\n"," station_lat = float(station['lat'])\n"," station_id = station['station_id']\n"," yield (airport['iata'], (station_id, haversine_distance(airport_lon, airport_lat, station_lon, station_lat)))\n","\n","def find_minimum(a, b):\n"," minimum_index = np.argmin([a[1][0], b[1][0]])\n"," if minimum_index == 0:\n"," return a\n"," else:\n"," return b\n"," \n","def map_values(a):\n"," return (a[0], a[1][0], a[1][1][0], a[1][1][1])\n","result = missing_airports_coords.rdd.flatMap(calc_distances).reduceByKey(find_minimum).map(map_values).collect()\n","new_stations = spark.createDataFrame(result, [\"IATA\", \"CLOSEST_STATION_ID\", \"DISTANCE in KM\", \"DISTANCE in Miles\"])\n","new_stations.show()\n","```\n","\n","### Join PageRank Features\n","```\n","qrn_full_set = spark.read.parquet(f\"{blob_url}/QRN_fullset_V3\")\n","\n","# TO JOIN FULL DATA SET WITH PAGE RANK FEATURES\n","page_rank = spark.read.parquet(f\"{blob_url}/df_PageRank\")\n","page_rank.cache().count()\n","\n","qrn_full_set = spark.read.parquet(f\"{blob_url}/QRN_fullset_V3\")\n","qrn_full_set.cache().count()\n","\n","joined_rank = qrn_full_set.withColumn(\"key_origin\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"ORIGIN\")))\n","print(f'Dimensions of Full Set are: {joined_rank.count()}, {len(joined_rank.columns)}')\n","joined_rank = joined_rank.withColumn(\"key_dest\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"DEST\")) )\n","joined_rank = joined_rank.join(page_rank, joined_rank.key_origin == page_rank.key)\n","joined_rank = joined_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_origin\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_origin\")\n","joined_rank = joined_rank.join(page_rank, joined_rank.key_dest == page_rank.key)\n","joined_rank = joined_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_dest\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_dest\")\n","\n","print(f'Dimensions of Full Set are: {joined_rank.count()}, {len(joined_rank.columns)}')\n","joined_rank.write.mode(\"overwrite\").parquet(f\"{blob_url}/rank_set\")\n","\n","```\n","\n","### JOIN Delay State Features\n","\n","```\n","delay = spark.read.parquet(f\"{blob_url}/df_delay_stateCV\") #df_delay_state\n","delay.cache().count()\n","\n","delay = delay.withColumnRenamed(\"hour_stamp\", \"delay_hour_stamp\")\n","\n","full_delay_set = full_rank_set.join(delay, full_rank_set.hour_stamp == delay.delay_hour_stamp)\n","full_delay_set = full_delay_set.drop(\"delay_hour_stamp\").withColumnRenamed(\"prediction\",\"delay_state\")\n","full_delay_set.cache().count()\n","\n","\n","full_delay_set_2015_2020 = full_delay_set.where(\"YEAR != '2021'\")\n","train_set = full_delay_set_2015_2020\n","train_set.cache().count()\n","```\n","\n","### Split into Parquet Files for Blocked Time Series CV\n","\n","```\n","train_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-01-01'\")\n","dev_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-01-01'\")\n","\n","train_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set1\")\n","dev_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set1\")\n","\n","train_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-03-01'\")\n","dev_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-05-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-03-01'\")\n","\n","train_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set2\")\n","dev_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set2\")\n","\n","train_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-07-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-05-01'\")\n","dev_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-07-01'\")\n","\n","train_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set3\")\n","dev_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set3\")\n","\n","train_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-09-01'\")\n","dev_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-11-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-09-01'\")\n","\n","train_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set4\")\n","dev_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set4\")\n","\n","train_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2020-10-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-11-01'\")\n","dev_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP >= '2020-10-01'\")\n","\n","train_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set5\")\n","dev_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set5\")\n","\n","\n","```\n","#### Train and Test Sets\n","```\n","delay = spark.read.parquet(f\"{blob_url}/df_delay_state_2015_2020\") #df_delay_state\n","delay.cache().count()\n","\n","delay = delay.withColumnRenamed(\"hour_stamp\", \"delay_hour_stamp\")\n","\n","full_delay_set = full_rank_set.join(delay, full_rank_set.hour_stamp == delay.delay_hour_stamp)\n","full_delay_set = full_delay_set.drop(\"delay_hour_stamp\").withColumnRenamed(\"prediction\",\"delay_state\")\n","full_delay_set.cache().count()\n","\n","full_delay_set_2021 = full_delay_set.where(\"YEAR == '2021'\")\n","```"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"966847a0-8a29-45d0-ae10-4d626cc7aa66","showTitle":false,"title":""}},"source":["##Links to notebooks\n","\n","### Cross Validation, Previous Flight delay\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/2495978572324738/command/2495978572324739\n","\n","### Flight EDA:\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/1020093804833107/command/1020093804833108\n","\n","### Flight Features:\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/623519246324776/command/1013197717894412\n","\n","### Feature Engineering - Delay State, Page Rank, Airport Capacity:\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/1215577238258908/command/1215577238258909\n","\n","### Join Notebook\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/364123876153144/command/3972121902874912\n","\n","### Join QRN, PageRank, Delay State Features\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/2495978572324738/command/1215577238242547\n","\n","### Modelling Pipelines\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/1215577238244380/command/1215577238244381"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a29ec872-6197-4679-b0c7-aa3548b63aad","showTitle":false,"title":""}},"source":["#### Phase Leader Plan\n","\n","| Phase | Leader | Description |\n","| --- | --- | --- |\n","| 1 | Dominic Lim | Project Plan, describe datasets, joins, tasks, and metrics |\n","| 2 | Nathan Chiu | EDA, baseline pipeline on all data, Scalability, Efficiency, Distributed/parallel Training, and Scoring Pipeline |\n","| 3 | Raul Merino | Feature engineering + hyperparameter tuning, + in-class review |\n","| 4 | Javier Rondon | Advanced model architectures and loss functions, select an optimal algorithm, fine-tune & Final report write up |"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4c0d1a06-c81f-42e3-9afd-3efe2244ac25","showTitle":false,"title":""}},"source":["#### Credit Assignment\n","\n","| Task | Owner | Hours (estimate) | Start Date | End Date | F2 Score Impact |\n","|--------------------------------|-------------|------------------| ---------- | -------- | --------------- |\n","| Implement MLP model | Raul | 5 | 11/28/22 | 12/04/22|0.02\n","| Debugging and hyperparameter tuning | Javier, Dominic |30| 11/28/22 | 12/04/22 | 0.1\n","| Slides | Nathan |5| 12/03/22 | 12/04/22 | NA\n","| Implement SMOTE into the pipeline | Nathan |10| 11/28/22 | 12/01/22 | NA\n","| Ensemble Model | Raul |4| 12/02/22 | 12/04/22 | 0.05\n","| Run additional experiments using 2021 data as a blind test set | Dominic |10| 11/28/22 | 12/04/22 | 0.05\n","| Implement ML Flow to keep track of all experiments' results | Dominic |5| 11/28/22 | 12/04/22 | NA \n","| Update the report with the new results and methodology | All |10| 12/02/22 | 12/04/22 | NA"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"93b18a85-0e1a-41dc-a0de-e71103d7a123","showTitle":false,"title":""}},"source":["#### Sources used throughout this notebook:\n","- Li, Q, Jing, R. Generation and prediction of flight delays in air transport. IET Intell Transp Syst. 2021; 15: 740– 753. https://doi.org/10.1049/itr2.12057.\n","- Rebollo, J. J., Balakrishnan, H. Characterization and prediction of air traffic delays. Transportation Research Part C: Emerging Technologies, 44, 2014, 231–241. https://doi.org/10.1016/j.trc.2014.04.007\n","- Weili, Z, et al, (2021). A Deep Graph-Embedded LSTM Neural Network Approach for Airport Delay Prediction\n","https://doi.org/10.1155/2021/6638130\n","- Peterson, Everett B., et al. “The Economic Cost of Airline Flight Delay.” Journal of Transport Economics and Policy, vol. 47, no. 1, 2013, pp. 107–21. JSTOR, http://www.jstor.org/stable/24396355. Accessed 30 Oct. 2022.\n","- Aviation Data & Statistics. Aviation Data & Statistics | Federal Aviation Administration. (n.d.). Retrieved October 30, 2022, from https://www.faa.gov/data_research/aviation_data_statistics \n","- J. Rondon personal communication, October 27, 2022\n","- https://www.sciencedirect.com/topics/engineering/wet-bulb-temperature \n","- https://education.nationalgeographic.org/resource/barometer\n","- https://cardinalscholar.bsu.edu/bitstream/handle/123456789/200785/Algarin%20BallesterosJ_2017-3_BODY.pdf?sequence=1&isA llowed=n\n","- https://engineering.berkeley.edu/news/2010/11/flight-delays-cost-more-than-just-time/\n","- https://www.airlines.org/dataset/u-s-passenger-carrier-delay-costs/\n","- https://diybigdata.net/2019/12/airline-flight-data-analysis-airport-pagerank/\n","- https://www.quora.com/How-are-the-outer-runways-of-DFW-used-in-conjunction-with-the-others\n","- https://i0.wp.com/worldairlinenews.com/wp-content/uploads/2015/03/lga-airport-map-faalr-copy.jpg?resize=600%2C489&ssl=1\n","- https://www.skyscanner.com/tips-and-inspiration/what-windspeed-delays-flights\n","- https://www.faa.gov/about/office_org/headquarters_offices/ato/service_units/techops/navservices/lsg/rvr\n","- https://www.alicehuacal.com\n","- https://towardsdatascience.com/smote-fdce2f605729\n","- https://spark.apache.org/docs/2.1.0/mllib-decision-tree.html#node-impurity-and-information-gain\n","- https://towardsdatascience.com/under-the-hood-using-gini-impurity-to-your-advantage-in-decision-tree-classifiers-9be030a650d5#:~:text=First%20of%20all%2C%20the%20Gini,for%20you)%20than%20lower%20values.\n","- https://towardsdatascience.com/the-mathematics-of-decision-trees-random-forest-and-feature-importance-in-scikit-learn-and-spark-f2861df67e3"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":4},"notebookName":"Section05_Group04_Deliverable_Phase4","notebookOrigID":632558266968262,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/[W261 Section 5 Group 4] Final Presentation.pdf b/[W261 Section 5 Group 4] Final Presentation.pdf new file mode 100644 index 0000000..4552de2 Binary files /dev/null and b/[W261 Section 5 Group 4] Final Presentation.pdf differ diff --git a/phase_1_project_plan/Section05_Group04_Deliverable.ipynb b/phase_1_project_plan/Section05_Group04_Deliverable.ipynb new file mode 100644 index 0000000..20c2cbd --- /dev/null +++ b/phase_1_project_plan/Section05_Group04_Deliverable.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1cebe0df-ba5f-4848-8d51-e76dee1a7097","showTitle":false,"title":""}},"source":["# Project Title: Predicting Flight Delays through Machine Learning Classifiers at Scale\n","\n","Our objective is to help airlines better allocate resources and make business decisions through improved flight delay predictions."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cc2d68e4-0979-4ae5-bd74-837d51c4c75e","showTitle":false,"title":""}},"source":["# Group20 - Phase 1 Deliverable"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a29ec872-6197-4679-b0c7-aa3548b63aad","showTitle":false,"title":""}},"source":["#### Phase Leader Plan\n","\n","| Phase | Leader | Description |\n","| --- | --- | --- |\n","| 1 | Dominic Lim | Project Plan, describe datasets, joins, tasks, and metrics |\n","| 2 | Nathan Chiu | EDA, baseline pipeline on all data, Scalability, Efficiency, Distributed/parallel Training, and Scoring Pipeline |\n","| 3 | Raul Merino | Feature engineering + hyperparameter tuning, + in-class review |\n","| 4 | Javier Rondon | Advanced model architectures and loss functions, select an optimal algorithm, fine-tune & Final report write up |"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4c0d1a06-c81f-42e3-9afd-3efe2244ac25","showTitle":false,"title":""}},"source":["#### Credit Assignment\n","\n","| Task | Owner | Hours (estimate) |\n","|--------------------------------|-------------|------------------|\n","| Databricks Cluster and Azure Blob Setup | Dominic, Javier |5|\n","| EDA - Weather | Javier, Raul |5|\n","| EDA - Flights | Nathan, Dominic |5|\n","| Define The Outcome | Javier |5| \n","| Describe Table Join Plan | Nathan |5|\n","| Future Steps: ML Pipelines| Raul |5|"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"93b18a85-0e1a-41dc-a0de-e71103d7a123","showTitle":false,"title":""}},"source":["#### Sources used throughout this notebook:\n","- Peterson, Everett B., et al. “The Economic Cost of Airline Flight Delay.” Journal of Transport Economics and Policy, vol. 47, no. 1, 2013, pp. 107–21. JSTOR, http://www.jstor.org/stable/24396355. Accessed 30 Oct. 2022.\n","- Aviation Data & Statistics. Aviation Data & Statistics | Federal Aviation Administration. (n.d.). Retrieved October 30, 2022, from https://www.faa.gov/data_research/aviation_data_statistics \n","- J. Rondon personal communication, October 27, 2022\n","- https://www.sciencedirect.com/topics/engineering/wet-bulb-temperature \n","- https://education.nationalgeographic.org/resource/barometer\n","- https://cardinalscholar.bsu.edu/bitstream/handle/123456789/200785/Algarin%20BallesterosJ_2017-3_BODY.pdf?sequence=1&isA llowed=n\n","- https://engineering.berkeley.edu/news/2010/11/flight-delays-cost-more-than-just-time/\n","- https://www.airlines.org/dataset/u-s-passenger-carrier-delay-costs/"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6baa47ce-dfe0-4fa4-b8cd-fcae410e44c0","showTitle":false,"title":""}},"source":["## Section 1: Abstract"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7f7dcd85-93f9-43b0-bfe2-a16a6308a2ba","showTitle":false,"title":""}},"source":["Delays in commercial aviation are frequent and expensive. With roughly 20% of all flights being categorized as being delayed by more than 15 minutes, the downstream costs to the airlines and passengers can total tens of billions of dollars annually. Utilizing Flight Data from the Bureau of Transportation Statistics and Weather Data from the National Oceanic and Atmospheric Administration, our Team is tasked to predict U.S. domestic flight delays two hours before the scheduled departure time.\n","\n","Our primary use case for flight delay prediction is Airline resource planning and allocation. With only a two-hour notice, airlines would be unable to reposition planes or pilots as contingencies to deal with irregular operations must be put in place 72 hours before departure. However, airlines would be able to allocate corporate resources in anticipation of the fallout from delays (i.e., surge resourcing for help and call centers).\n","\n","Once we have transformed the data after an initial Exploratory Data Analysis, we plan on joining our datasets utilizing composite keys, with the ultimate goal of using machine learning algorithms such as Decision Trees, Random Forests, and Neural Networks to predict flight delays. We plan on evaluating the performance of our model by comparing the F-2 metric of our machine learning models and a baseline model. With the majority of flights being classified as not delayed, our baseline model will be predict all flights as being `not delayed`."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0b939307-ec6e-4b45-9bbe-c920858d0556","showTitle":false,"title":""}},"source":["## Section 2: Data Description (Include Visualizations)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bb664b6d-6a9f-4b74-b3f4-b0f6cde5fcb7","showTitle":false,"title":""}},"source":["##### Flight Data\n","\n","The primary data source is the Flight Dataset from the Bureau of Transportation Statistics. The data covers flights from 2015 to 2021 and includes 109 features. The Flight Data provides us with the 2 potential response variables:\n","\n","- `DEP_DEL15` : Classification of the flight being delayed by greater than 15 minutes\n","- `DEP_DELAY`: Minutes elapsed between Scheduled and Actual Departure Time\n","\n","The dataset includes both numerical and categorical features that could be useful predictor variables. Numerical features include the time (`CRS_DEP_TIME`), date (`FL_DATE`) and distance flown for the flights. Categorical features such as Airline Carrier (`OP_CARRIER`), Plane Identifier (`TAIL_NUM`) are also of interest.\n","\n","We conducted an exploratory data analysis of the 3-month sample flight dataset covering the 1st quarter of 2015 (2.8 million recorded flights). The EDA was conducted with a special focus on computing % of missing values per feature, understanding the distribution, scale and range of values of the features.\n","\n","As a first step, we decided to drop any features with more than 50 percent of missing values from the dataset. The resulting dataset shrank the dimensions of the dataset from 109 features to 56 features. Of note, 49 of the dropped features were primarily related to flights diverted away from scheduled airports (99.74% missing values). We also decided to filter out cancelled flights that did not computed minutes in delay.\n","\n","Table 1 Missing Values from Flight Data\n","\n","\"Google\n","\n","From calculating the proportion of the Delayed and Not-Delayed classes from the predictor variable, `DEP_DEL15`, we observe that the majority of flights are classified as \"not delayed\". Our sample dataset corroborates our literature review that approximately 20% of all flights are delayed.\n","\n","Table 2 Proportion of Flights that are Delayed (≥ 15 minutes)\n","\n","|DEP_DEL15|cnt_per_group|perc_of_count_total|\n","|---------|-------------|-------------------|\n","| 0.0| 2166530| 79.58653046470691|\n","| 1.0| 555702| 20.413469535293096|\n","\n","We observe from the distribution of `DEP_DELAY` that amongst flights with delays, the majority of delays are less than 30 minutes. It is important to note that negative values are computed for flights that depart early than scheduled. \n","\n","Figure 1 Distribution of flight delays in minutes\n","\n","\"Google\n","\n","Amongst the predictor variables in our dataset, we are particularly interested in the scheduled departure time (`DEP_TIME_BLK`), scheduled departure day of week (`DAY_OF_WEEK`), and Airlines Carrier (`OP_CARRIER`). We parsed the scheduled-departure hour of delayed flights and we observe that as the day progresses, the percentage of flights that are delayed steadily increase. We can speculate that there are network effects whereby earlier delayed flights affect later scheduled flight. This might be a result of delayed scheduled flights taking up Airport Terminal and Gate capacity.\n","\n","Figure 2 Distribution of flight delays by Scheduled Departure hour\n","\n","\"Google\n","\n","As it relates to the day-of-the-week of scheduled flights, we observe upticks in flight delays as a % of total flights on Monday, Thursday, Friday, and Sunday. This may be a result of increased demand and stress on the Airline/Airport systems on days when passengers are more likely to be traveling for business (Monday - Thu/Friday) split and weekend travellers departing and returning from a trip (Friday/Sunday). \n","\n","Figure 3 Distribution of flight delays by \"Day of Week\"\n","\n","\"Google\n","\n","Airline Carrier is a notable categorical variable and is of particular interest. We can see a substantial range in flight timeliness performance by Airline Carrier. The worst performing Airline, Frontier Airlines (`F9`) is followed by Envoy Airlines/American Eagle (`MQ`) and JetBlue (`B6`). An interesting problem that we may need deal with is Airline Carriers that consolidate via mergers/acquisitions or are out of business.\n","\n","Figure 4 Distribution of flight delays by Airline Carrier\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"affae2d8-bb8d-444b-9224-165d29b27ad7","showTitle":false,"title":""}},"source":["d\n","\n","##### Weather Data\n","\n","The second data source is the Local Climatological Data (LCD) dataset from the National Centers for Environmental Information. The data covers the period from January 2015–December 2021). The LCD data contains summaries of climatological conditions from weather stations managed by the NWS, FAA, and DOD. Since the weather impacts airline flight operations, it is reasonable to assume that weather features may have predictive power in our model for flight delays.\n","\n","We conducted an exploratory data analysis (EDA) on the weather set to spot anomalies, calculate the number of missing values, understand the distribution, scale, and range of values of the features, and propose how the features may have explanatory value for our model.\n","\n"," The data includes hourly observations of temperature, humidity, wind direction and speed, barometric pressure, sky condition, visibility, and weather phenomena. These are critical observations of the atmosphere that help forecasters predict the weather. \n","\n","We reviewed the contents of a 3-month sample of the LCD dataset covering January- April 2015. The observations were filtered to correspond to 2799 weather stations located in the US and territories. Overall the dataset contains 124 columns and 14.5 million rows.\n","\n","We decided to drop any features with more than 50 percent of missing values from the dataset. The resulting dataset contained 20 columns and 14.5 million rows. Table 1 shows the dataset's features and the number of missing values.\n","\n","Table 1 Missing Values from weather data \\\n","\"Google\n","\n","The weather data set contains three features for temperature observations, wet bulb, dry bulb, and dew point temperature. The difference between wet bulb and dry bulb temperatures is a measure of the humidity of the air. The higher the difference in these temperatures, the lower the humidity. The dew point is the temperature under which water vapor condenses. The higher the dew point, the higher the moisture in the air. Figure 1 shows a statistical summary of the three temperature features. The units of temperature are in degrees Fahrenheit.\n","\n","Figure 1 Statistical summary temperature features \\\n","\"Google\n","\n","Figure 2 shows a statistical summary of the pressure features in the data set. The 'HourlyStatonPressure' is the atmospheric pressure observed at the station and reported in inches of Mercury (in Hg). The 'Altimeter setting' is the atmospheric pressure converted to sea level datum and reported in inches of Mercury (in Hg). Rapid drops in atmospheric pressure measurements are associated with cloudy, rainy, or windy weather, while rapid increases are associated with clear skies.\n","\n","Figure 2 Statistical summary pressure features \\\n","\"Google\n","\n","Figures 3 and 4 show the statistical summary of the wind-related features in the data set. Strong surface winds, such as crosswinds and gusts, can impact aircraft coming to land or takeoff, causing disruptions to airport operations. Some anomalous high wind speed values were removed, and most observations are less than ten mph winds. The most significant frequency for wind direction was less than 36 degrees. \n","\n","Table 2 Statistical summary of wind features \\\n","\"Google\n","\n","Figure 3 Distribution of wind speed and direction \\\n","\"Google\n","Figure 4 shows the statistical summary of the visibility feature. For meteorology, this is the horizontal distance an object can be seen and identified in whole miles. The aviation industry uses visibility from the control tower and the pilots' visibility by looking at the runway markings. Weather changes that affect visibility in the control tower or runway will lead to disruption in airport operations, delays, or cancellations. There are some anomalous high values of visibility in the dataset, but most values are around 10 miles.\n","\n","Table 3 Statistical summary of visibility features \\\n","\"Google\n","\n","Figure 5 shows the distribution of entries per station in a 3 month period. If a station reports their data once every hour, they should have about 2160 entries in the dataset, which is clearly not the case for the majority of the stations. A lot of them seem to report their data every 20 minutes, which is why there're a lot of stations in the 6300 - 6750 bucket. There's also a not insignificant number of stations that seem to report their data every 5 minutes. There're also a lot of stations who report with a lower frequency that once an hour on average. This may pose a challenge when deciding how to join the weather data to the flight data, as some stations may not have recent enough data, and it may not be uniform across all flights\n","\n","Figure 5 Reporting Frequency by Station\n","\n","\"Google\n","\n","Figure 6 shows the pearson correlation between the previously discussed variables. As expected, all 3 temperature measurements, despite their differences, are highly positively correlated, which likely means that including more than one of them will not provide the model with more information. Humidity and Visibility also have a relatively high correlation, although negative in this case. As humidity increases, visibility decreases, as it becomes harder to see longer distances.\n","\n","Figure 6 Pearson Correlation Matrix for Hourly Weather Data\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ea91caa6-0da9-48d4-ac71-ab724c1dda6e","showTitle":false,"title":""}},"source":["## Section 3: Machine Algorithms and Metrics"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4f2289c7-2eba-4e54-ac5b-3b21d010a7e2","showTitle":false,"title":""}},"source":["An important criteria in selecting machine learning algorithms to implement at scale is the algorithm’s parallelizability because it enables us to run our regression and classification on a large dataset with minimal runtimes. \n","\n","A common algorithm used to classification problems is K nearest neighbors (KNN). This approach uses similarity based on data points that lie nearby the sample data point. KNN employs lazy evaluation, meaning it doesn’t call the dataset until it is needed. The downside to this is that running KNN becomes computationally expensive, especially for large datasets. This can be resolved by caching, but the size of the flights and weather dataset renders this infeasible. Moreover, since the algorithm involves looking at nearby points and different centroids, for a large K, the algorithm makes many passes over the data. Therefore, KNN is not very parallelizable and will not be used.\n","\n","The next approach we considered is decision trees, which is a model that starts with a single point and then branches out by decisions and their subsequent outcomes. With large datasets, we can use the MapReduce framework using each node of decisions as the split. The structure of decision trees is conducive to parallelization because we can represent each level of the tree as a MapReduce job, meaning we can represent data in a decision tree very efficiently. \n","\n","Similar to decision trees, random forests are collections of decisions trees that impart the benefits of decisions trees with additional benefits. Random forests are an ensemble operation, enabling us to test multiple hypotheses with multiple decision trees efficiently. In operation, we would take the training dataset then split it into different partition. Then each partition would have multiple decision trees mapped to different output files. We would then merge these files into the random forest. Given the efficiency at scale and expected performance, we are leaning towards using random forests. \n","We will also consider neural networks (NN) and boosted trees via methods like ADA.\n","\n","#####Metrics \n","We selected the metrics to evaluate the performance of our models considering the business impact on our customer (the airline) due to decisions made based on incorrect predictions from our model. In addition, since we are using a classification model, we considered the ramifications on the business from false positives and false negatives. \n","\n","We considered the costs incurred by the airline attributed to delays. Airlines must bear the additional costs from their crew, costs for accommodating disrupted passengers, and the costs of aircraft re-positioning. \n","There is also a cost of lost demand from potential customers who consider an airline's reputation for flight delays and customer service before purchasing. Given the competitive nature of the business on specific domestic markets, this cost may be substantial.\n","\n","While our model cannot be used to mitigate the costs of most of these factors, our model can assist the airline in improving its reputation for customer satisfaction in case of delays that disrupt travel. Taking proactive measures to assist passengers may positively impact reputation and have a measurable favorable effect on sales and customer loyalty.\n","\n","The consequences of our model errors in predictions can be summarised as follows:\n","\n","- False positive: The model predicted a delay for the flight, but the flight departed on time. The airline incurred additional expenses to meet a demand that did not materialize. There is no impact on the airline's reputation with its customers. \n","\n","- False negative: The model predicted an on-time departure for the flight, but the flight was delayed. The airline did not allocate resources to handle the surge in demand for staff. Passengers are negatively affected by the wait time to obtain information from the airline, and the airline's reputation with its customers suffers. \n","\n","The impact of these errors depends on the number of passengers and the customer mix of the flight (share of premium passengers and economy passengers). For example, a mainline carrier operating a route with high competition, such as JFK-LAX, with many first-class and business passengers paying the highest fares, may be more interested in avoiding false negative results to retain the loyalty of premium passengers.\n","On the other hand, low-cost carriers operating a leisure route, such as JFK-MCO, may be more interested in reducing customer service costs and prefer a model with fewer false positives.\n","\n","We can use a Fbeta score as a metric, which will allow us to consider giving more weight to either recall or precision to address the needs of our airline.\n","\n","Here is the formal definition of F Beta:\n","\n","\"Google\n","\n","#####Baseline Models\n","\n","We will consider two baseline models:\n","- Logistic regression\n","- Assume `NO DELAY` classification"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e56cf815-aa86-4796-beb0-5686ffef5e91","showTitle":false,"title":""}},"source":["#####Project Key Steps\n","\n","\"Google\n","\n","\n","Block Diagram for Modeling Workflow. ( from Kurt Eulau on Slack) \\\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"14a295b5-ec43-40ca-a2ae-f2622d074f9e","showTitle":false,"title":""}},"source":["## Section 4 Machine Learning Pipelines"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ba80a8f6-9d63-49c7-b9f6-2380a6262d42","showTitle":false,"title":""}},"source":["## Section 4a: Machine Learning Joins"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1ef415e9-7296-44a8-89ae-4b72924ac8d1","showTitle":false,"title":""}},"source":["To join the flights and weather data, we need to figure out the closest weather station to a given airport through minimizing distance. However, the airport data does not have the longitude and latitude data that the weather dataset has so we need to pull in longitude and latitude from an external dataset from the global airport dataset [here](https://www.partow.net/miscellaneous/airportdatabase/index.html). Overall, we plan on starting with the airlines dataset and then left joining the global airport code dataset, the station dataset, and finally the weather dataset. Once we have all the datapoints we need in one table, then we can minimize the distance between the airport and weather and the timestamps between the flight and weather observation after standardizing all dates to UTC.\n","\n","Here are the steps we plan on following with some SQL pseudocode:\n"," 1) Left join the global airport dataset onto trimmed flights dataset with origin airport and timestamp on the three letter codes in both datasets e.g. ATL for Atlanta\n"," \n","``` sql\n","WITH flights_lat_long AS (\n","SELECT \n"," da.origin,\n"," da.dep_time,\n"," dga.IATA,\n"," dga.ICAO,\n"," dga.longitude,\n"," dga.latitude\n","FROM df_airlines da \n","LEFT JOIN df_global_airports dga \n"," ON da.Origin = dga.IATA\n","),\n","```\n"," \n"," 2) Left join the station table onto the above table to pull in station_id to get the station data then take the min distance to neighbor\n"," \n"," ``` sql\n","flights_station AS (\n","SELECT \n"," fll.*,\n"," ds.station_id,\n"," ds.neighbor_call,\n"," ds.distance_to_neighbor\n","FROM flights_lat_long fll\n","LEFT JOIN df_stations ds \n"," ON fll.ICAO = ds.neighbor_call --Join on four letter acronym\n","),\n","\n","neighbor_min (\n","SELECT\n"," fs.station_id,\n"," MIN(fs.distance_to_neighbor) AS distance_to_neighbor_min\n","FROM flights_station fs\n","GROUP BY 1\n","),\n","\n","flight_stations AS (\n","SELECT\n"," fs.*\n","FROM flight_station fs\n","JOIN neighbor_min nm\n"," ON fs.distance_to_neighbor = nm.distance_to_neighbor_min\n",")\n","```\n"," 3) Left join the weather data in on neighbor_call, which is the closest airport to the weather station\n"," \n"," ``` sql\n","SELECT \n"," fs.*,\n"," dw.*,\n"," DATEDIFF('minutes',fs.dep_time, ds.date) --Look at min date difference to account for time\n","FROM flights_stations fs\n","LEFT JOIN df_weather dw \n"," fs.station_id = dw.station\n","```\n","\n","To summarize, the flow is: airport code | dep time UTC >> airport code | dep time UTC | closest_neighbor >> airport code | dep time UTC | closest_neighbor | weather station data\n","\n","Note that we have to take the min of neighbor distance and minimize the time difference between the departure time and weather observation\n"," \n","We will also make a composite key of the airport code and the departure timestamp to streamline the joining operation."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1e998518-e658-425d-b197-f15091c61248","showTitle":false,"title":""}},"source":["## Section 4b: Splitting the data\n","\n","Given that we are dealing with a time series we can't just randomly assign the data to either the training or test set. Every flight from 2021 will be assigned to the blind test set, which will only be used for the final evaluation of the model.\n","\n","The rest of the flights (2015 to 2020) will be used for the training set. We will conduct cross validation by implementing a blocking split. The 6 year period will be divided into 6 parts, one for each year in the dataset. Each of those parts will be split into two, the first 10 months will be used for training while the remaining 2 will be the dev set. By having the last 2 months of the year in the dev set we will avoid any data leakage.\n","\n","The training set could be further split into a validation set although similarly to the test set, the validation set will be from the later part of the time series. Any normalisations of the data will be done on the training set, and then those values will be applied to the dev and test set in order to avoid any data leaks."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7dcb9b29-f2d4-4dbd-8d2c-ad09b7110e24","showTitle":false,"title":""}},"source":["## Section 5: Next Steps:"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f27be03f-8da6-442d-ba51-c0b6a3019a65","showTitle":false,"title":""}},"source":["We will conduct the following tasks progressively as the project advances:\n"," \n","- Feature Engineering\n","- Hyperparameter Tuning\n","- Preparation of In-Class Presentation\n","- Selection of Optimal Algorithm \n","- Write Final Report\n","- Final Presentation"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"966847a0-8a29-45d0-ae10-4d626cc7aa66","showTitle":false,"title":""}},"source":["Links to EDA notebooks\n","\n","Flight EDA\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/844424046180911/command/4295587629773808\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/4295587629770423/command/4295587629773761\n","\n","Weather EDA\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/364123876153045/command/4295587629773430\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/364123876153144/command/364123876153145"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3db4f9f3-75fd-40a2-8eda-92a25b201aef","showTitle":false,"title":""}},"source":["## Section 6: Open Issues and Problems\n","\n","We have the following open items under active discussion:\n","\n","\n","- We need decide how we will deal with missing values in the features \n","- How will we create the composite key to join the weather and flight data, given the variety of reported frequencies in the weather data."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0fb48a9d-aaec-44d4-b0c1-fd2190750237","showTitle":false,"title":""}},"outputs":[],"source":[]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":4},"notebookName":"Section05_Group04_Deliverable","notebookOrigID":844424046181468,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_2_eda/Section05_Group04_Deliverable_Phase2.ipynb b/phase_2_eda/Section05_Group04_Deliverable_Phase2.ipynb new file mode 100644 index 0000000..d61e056 --- /dev/null +++ b/phase_2_eda/Section05_Group04_Deliverable_Phase2.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1cebe0df-ba5f-4848-8d51-e76dee1a7097","showTitle":false,"title":""}},"source":["# Project Title: Predicting Flight Delays through Machine Learning Classifiers at Scale\n","\n","Our objective is to help airlines better allocate resources and make business decisions through improved flight delay predictions."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cc2d68e4-0979-4ae5-bd74-837d51c4c75e","showTitle":false,"title":""}},"source":["# Group20 - Phase 2 Deliverable"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a29ec872-6197-4679-b0c7-aa3548b63aad","showTitle":false,"title":""}},"source":["#### Phase Leader Plan\n","\n","| Phase | Leader | Description |\n","| --- | --- | --- |\n","| 1 | Dominic Lim | Project Plan, describe datasets, joins, tasks, and metrics |\n","| 2 | Nathan Chiu | EDA, baseline pipeline on all data, Scalability, Efficiency, Distributed/parallel Training, and Scoring Pipeline |\n","| 3 | Raul Merino | Feature engineering + hyperparameter tuning, + in-class review |\n","| 4 | Javier Rondon | Advanced model architectures and loss functions, select an optimal algorithm, fine-tune & Final report write up |"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4c0d1a06-c81f-42e3-9afd-3efe2244ac25","showTitle":false,"title":""}},"source":["#### Credit Assignment\n","\n","| Task | Owner | Hours (estimate) |\n","|--------------------------------|-------------|------------------|\n","| Video |Nathan team | 2 | \n","| Review proofreading | Dominic, Javier, Nathen, Raul|5|\n","| EDA - Weather | Javier |10|\n","| EDA - Flights | Dominic |10|\n","| Baseline, Cross Validation and Split | Raul |5| \n","| Join databases | Raul Nathan |15|\n","| Pipeline preparation | Raul |5|"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"93b18a85-0e1a-41dc-a0de-e71103d7a123","showTitle":false,"title":""}},"source":["#### Sources used throughout this notebook:\n","- Peterson, Everett B., et al. “The Economic Cost of Airline Flight Delay.” Journal of Transport Economics and Policy, vol. 47, no. 1, 2013, pp. 107–21. JSTOR, http://www.jstor.org/stable/24396355. Accessed 30 Oct. 2022.\n","- Aviation Data & Statistics. Aviation Data & Statistics | Federal Aviation Administration. (n.d.). Retrieved October 30, 2022, from https://www.faa.gov/data_research/aviation_data_statistics \n","- J. Rondon personal communication, October 27, 2022\n","- https://www.sciencedirect.com/topics/engineering/wet-bulb-temperature \n","- https://education.nationalgeographic.org/resource/barometer\n","- https://cardinalscholar.bsu.edu/bitstream/handle/123456789/200785/Algarin%20BallesterosJ_2017-3_BODY.pdf?sequence=1&isA llowed=n\n","- https://engineering.berkeley.edu/news/2010/11/flight-delays-cost-more-than-just-time/\n","- https://www.airlines.org/dataset/u-s-passenger-carrier-delay-costs/\n","\n","https://www.quora.com/How-are-the-outer-runways-of-DFW-used-in-conjunction-with-the-others\n","https://i0.wp.com/worldairlinenews.com/wp-content/uploads/2015/03/lga-airport-map-faalr-copy.jpg?resize=600%2C489&ssl=1\n","https://www.skyscanner.com/tips-and-inspiration/what-windspeed-delays-flights\n","https://www.faa.gov/about/office_org/headquarters_offices/ato/service_units/techops/navservices/lsg/rvr"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6baa47ce-dfe0-4fa4-b8cd-fcae410e44c0","showTitle":false,"title":""}},"source":["## Section 1: Abstract"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7f7dcd85-93f9-43b0-bfe2-a16a6308a2ba","showTitle":false,"title":""}},"source":["Delays in commercial aviation are frequent and expensive. With roughly 20% of all flights being categorized as being delayed by more than 15 minutes, the downstream costs to the airlines and passengers can total tens of billions of dollars annually. Utilizing Flight Data from the Bureau of Transportation Statistics and Weather Data from the National Oceanic and Atmospheric Administration, our Team is tasked to predict U.S. domestic flight delays two hours before the scheduled departure time.\n","\n","Our primary use case for flight delay prediction is Airline resource planning and allocation. With only a two-hour notice, airlines would be unable to reposition planes or pilots as contingencies to deal with irregular operations must be put in place 72 hours before departure. However, airlines would be able to allocate corporate resources in anticipation of the fallout from delays (i.e., surge resourcing for help and call centers).\n","\n","Once we have transformed the data after an initial Exploratory Data Analysis, we plan on joining our datasets utilizing composite keys, with the ultimate goal of using machine learning algorithms such as Decision Trees, Random Forests, and Neural Networks to predict flight delays. We plan on evaluating the performance of our model by comparing the F-2 metric of our machine learning models and a baseline model. Based on our EDA, we decided that our baseline model would simply predict that no delays would take place."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0b939307-ec6e-4b45-9bbe-c920858d0556","showTitle":false,"title":""}},"source":["## Section 2: Data Description (Include Visualizations)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bb664b6d-6a9f-4b74-b3f4-b0f6cde5fcb7","showTitle":false,"title":""}},"source":["##### Flight Data\n","\n","The primary data source is the Flight Dataset from the Bureau of Transportation Statistics. The data covers flights from 2015 to 2021 and includes 109 features. The Flight Data provides us with the 2 potential response variables:\n","\n","- `DEP_DEL15` : Classification of the flight being delayed by greater than 15 minutes\n","- `DEP_DELAY`: Minutes elapsed between Scheduled and Actual Departure Time\n","\n","The dataset includes both numerical and categorical features that could be useful predictor variables. Numerical features include the time (`CRS_DEP_TIME`), date (`FL_DATE`) and distance flown for the flights. Categorical features such as Airline Carrier (`OP_CARRIER`), Plane Identifier (`TAIL_NUM`) are also of interest.\n","\n","We conducted an exploratory data analysis of the 3-month sample flight dataset covering the 1st quarter of 2015 (2.8 million recorded flights). The EDA was conducted with a special focus on computing % of missing values per feature, understanding the distribution, scale and range of values of the features.\n","\n","As a first step, we decided to drop any features with more than 50 percent of missing values from the dataset. The resulting dataset shrank the dimensions of the dataset from 109 features to 56 features. Of note, 49 of the dropped features were primarily related to flights diverted away from scheduled airports (99.74% missing values). We also decided to filter out cancelled flights that did not computed minutes in delay.\n","\n","Table 1 Missing Values from Flight Data\n","\n","\"Google\n","\n","From calculating the proportion of the Delayed and Not-Delayed classes from the predictor variable, `DEP_DEL15`, we observe that the majority of flights are classified as \"not delayed\". Our sample dataset corroborates our literature review that approximately 20% of all flights are delayed.\n","\n","Table 2 Proportion of Flights that are Delayed (≥ 15 minutes)\n","\n","|DEP_DEL15|cnt_per_group|perc_of_count_total|\n","|---------|-------------|-------------------|\n","| 0.0| 2166530| 79.58653046470691|\n","| 1.0| 555702| 20.413469535293096|\n","\n","We observe from the distribution of `DEP_DELAY` that amongst flights with delays, the majority of delays are less than 30 minutes. It is important to note that negative values are computed for flights that depart early than scheduled. \n","\n","Figure 1 Distribution of flight delays in minutes\n","\n","\"Google\n","\n","Amongst the predictor variables in our dataset, we are particularly interested in the scheduled departure time (`DEP_TIME_BLK`), scheduled departure day of week (`DAY_OF_WEEK`), and Airlines Carrier (`OP_CARRIER`). We parsed the scheduled-departure hour of delayed flights and we observe that as the day progresses, the percentage of flights that are delayed steadily increase. We can speculate that there are network effects whereby earlier delayed flights affect later scheduled flight. This might be a result of delayed scheduled flights taking up Airport Terminal and Gate capacity.\n","\n","Figure 2 Distribution of flight delays by Scheduled Departure hour\n","\n","\"Google\n","\n","As it relates to the day-of-the-week of scheduled flights, we observe upticks in flight delays as a % of total flights on Monday, Thursday, Friday, and Sunday. This may be a result of increased demand and stress on the Airline/Airport systems on days when passengers are more likely to be traveling for business (Monday - Thu/Friday) split and weekend travellers departing and returning from a trip (Friday/Sunday). \n","\n","Figure 3 Distribution of flight delays by \"Day of Week\"\n","\n","\"Google\n","\n","Airline Carrier is a notable categorical variable and is of particular interest. We can see a substantial range in flight timeliness performance by Airline Carrier. The worst performing Airline, Frontier Airlines (`F9`) is followed by Envoy Airlines/American Eagle (`MQ`) and JetBlue (`B6`). An interesting problem that we may need deal with is Airline Carriers that consolidate via mergers/acquisitions or are out of business.\n","\n","Figure 4 Distribution of flight delays by Airline Carrier\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"affae2d8-bb8d-444b-9224-165d29b27ad7","showTitle":false,"title":""}},"source":["d\n","\n","#### Weather Data\n","\n","The second data source is the Local Climatological Data (LCD) dataset from the National Centers for Environmental Information. The data covers the period from January 2015–December 2021). The LCD data contains summaries of climatological conditions from weather stations managed by the NWS, FAA, and DOD. Since the weather impacts airline flight operations, it is reasonable to assume that weather features may have predictive power in our model for flight delays.\n","\n","We conducted an exploratory data analysis (EDA) on the weather set to spot anomalies, calculate the number of missing values, understand the distribution, scale, and range of values of the features, and propose how the features may have explanatory value for our model.\n","\n"," The data includes hourly observations of temperature, humidity, wind direction and speed, barometric pressure, sky condition, visibility, and weather phenomena. These are critical observations of the atmosphere that help forecasters predict the weather. \n","\n","We reviewed the contents of the LCD dataset covering the period January-2015- December 2021. The observations correspond to 15079 weather stations. Overall the dataset contains 124 columns and approximately 900 million rows. We filtered the observations to include only weather stations located at airports in the US and territories. After this reduction, the dataset contained weather observations for 379 weather stations with 35 million rows and 26 columns.\n","\n","We reviewed the contents of the weather observations to understand the contents, units of observation and report types. The dataset contained observations from seven differnt types of reports. Based on the report type, we decided to only allow observations from reports taken at hourly frequency (FM-15) and special weather reports (FM-16). This further reduced the nunber of rows to 31 million.\n","\n","We estimated the number of missing values from any of the weather features in the model. Table 1 shows the dataset's features and the number of missing values. Table. shows the data types in the raw data. We reviewed each weather feature to assess their usefulness in explaining weather delays. THe pressence of many zeroes or missing values does not mean the feature has to be discarted.\n","\n","**Table 1 Missing Values from weather data** \\\n","\"Google\n","\n","**Table 2. Data dictionary from weather data after removal of features** \\\n","\"Google\n","\n","\n","We want to use weather features that are typical causes for weather delays. According to the literature weather delays are related to the presence of thunderstorms, Ice, Freezing rain, snow and fog. These events may impact airport runwayt capacity, traffic control and ground operations and cause delays. The features in the weather data may be able to be used to predict delays at airports.\n","\n","#### Precipitation\n","\n","The feature 'HourlyPrecipitation' contains the values of liquid precipitation observation values given in inches to hundredths. Traces amounts are reported as T. Null or blank values indicate no precipittion was observed. We replaced all the null values and \"T\" values with zero. values with \"S\" indicate suspect values. These values accout for only 0.1 percent of the data. Some of these suspect values correspond to very high amounts of precipitation per hour recorded, exceding 9 inches of rain per hour. These extreme events may be anomalies in the data or correspond to rare meteorological events. Overall 92 percent of the values in the \"HourlyPrecipitation\" feature are zero. We retain this feature because the amount of precipitation is likely related to weather delays at airports. Having such a large percentage of zeroes is expected since not all locations get rain every month or season.\n","\n","#### Temperature\n","\n","The weather data set contains three features for temperature observations, wet bulb, dry bulb, and dew point temperature. The difference between wet bulb and dry bulb temperatures is a measure of the humidity of the air. The higher the difference in these temperatures, the lower the humidity. The dew point is the temperature under which water vapor condenses. The higher the dew point, the higher the moisture in the air. Figure 1 shows a statistical summary of the three temperature features. The units of temperature are in degrees Fahrenheit.\n","\n","**Figure 1 Statistical summary temperature features** \\\n","\"Google\n","\n","Figure 2 shows an example of the yearly and daily variation of the temperature. The left panel shows the seasonal variation of the reported temperatures reported by the Dallas-Fort Worth airport (DFW). The right panel shows the hourly variation of the temperature at this airport during a day (7-4-2015). Changes in temperature may be indicative of weather events such as cold fronds, storms that may impact airport operations and cause delays.\n","\n","**Figure 2 Daily and average temperatures reported by the DFW airport weather station** \\\n","\"Google\n","\n","#### Pressure\n","\n","Figure 2 shows a statistical summary of the pressure features in the data set. The 'HourlyStationPressure' is the atmospheric pressure observed at the station and reported in inches of Mercury (in Hg). This feature has 2 percent of missing values. The range of values seems reasonable, with the lowest pressure reported approximately 9 psi, corresponding to higher altitude stations or weather events. \n","\n","The 'HourlyPressureTendency' indicates increases or decreases in pressure over the 3 previous hours. The 'HourlyPressureChange' indicates a difference in pressure over the past 3 hours. Rapid drops in atmospheric pressure measurements are associated with cloudy, rainy, or windy weather, while rapid increases are associated with clear skies. This feature could be valuable for our model however 77 percent of the values for these features are missing and they will not be introduced in our model. However we can estimate a similar feature using the 'HourlyStationPressure' to estimate the change of pressure over time and introduce that in the model.\n","\n","**Figure 2 Statistical summary pressure features** \\\n","\"Google\n","\n","#### Wind\n","\n","Figures 3 and 4 show the statistical summary of the wind-related features in the data set. Strong surface winds, such as crosswinds and gusts, can impact aircraft coming to land or takeoff, causing disruptions to airport operations. While operations depend on runway length and aircraft size, in general crosswinds in excess of 30-35 kts (about 34-40 mph) are generally prohibitive of take-off and landing.\n","\n","\n","Some anomalous high wind speed values were removed, and most observations are less than ten mph winds. The most significant frequency for wind direction was less than 36 degrees. \n","\n","**Table 3 Statistical summary of wind features** \\\n","\"Google\n","\n","To review the relationship of wind direction with delays we reviewed the distribution of the wind direction at airports. Figure 3 shows an example of the distribution of the winds reported at the DFW airport during 2015 and the runway configuration of this airport. The runway configuration was built considering the prevailing winds, to reduce the impacts of crosswinds on the runways which can cause delays. This indicates that to use the wind direction as a feature that can cause flight delays, the individual airport configurations must be considered. In Figure 3, we can observe that the runwas are placed in an orientation compatible with the prevailing winds. The only wind directions that may affect airport operations occurr at a very low frequency (45 and 90 degrees)\n","\n","**Figure 3 Distribution of wind direction at DFW airport and runway configuration** \\\n","\"Google\n","\n","Figure 4 shows a similar situation with LGA airport. In the figure we can see that the orientation of the runways at this airport is compatible with the prevailing winds in the area. The perpendicular runways at this airport leverage the direction of the prevailing winds, therefore the wind direction impact is lower. From this review we believe that we can use the wind direction as a feature indicating when there are significant crosswinds at the airport. We can obtain runway orientation information for the US airports and attempt to use it as a feature in our model.\n","\n","**Figure 4 Distribution of wind direction at LGA airport and runway configuration** \\\n","\"Google\n","\n","\n","Figure 5 shows the hourly wind and wind gusts speeds for the years 2015-2021 in the DFW airport.Since in general crosswinds in excess of about 34-40 mph are restrictive of take-off and landing, the use of these two features in adddition with the wind orientation may have explanatory power for some delays related to weather.\n","\n","**Figure 5 Distribution of wind and wind gust speeds at DFW airport** \\\n","\"Google\n","\n","#### Visibility\n","\n","Figure 5 shows the statistical summary of the visibility feature. For meteorology, this is the horizontal distance an object can be seen and identified in whole miles. The aviation industry uses visibility from the control tower and the pilots' visibility by looking at the runway markings. Weather changes that affect visibility in the control tower or runway will lead to disruption in airport operations, delays, or cancellations. There are some anomalous high values of visibility in the dataset, but most values are around 10 miles. These values were removed. The relationship between visibility and flight delays is complex. The systems required to support landing and take off operations under low visility depend on the airport. The ability to operate under restricted visibility such as fog also depends on the instrument rating of the pilot. In general commercial airlines in the US operate under regulations that may require a minimum of 1 mile visibility for two engine planes and 0.5 mile visibility for three ore more engines. These minimums for take-off are useful information to use this feature in our model to explain weather-related delays.\n","\n","**Table 4 Statistical summary of visibility features** \\\n","\"Google\n","\n","\n","Figures 6 and 7 show panels overlaying certain weather features and the delays caused by weather as indicated by the flight database.\n","From these examples we can see the correlation between weather events weather delays. In this case snow and precipitation in the Boston and Dallas airports during 2019. The bottom panel in both figures shows the percentage of flights delays caused by weather, while the panels above show the relevant weather feature that preceded the delays.\n","\n","**Figure 6 Distribution of weather features and delays at DFW airport** \\\n","\"Google\n","\n","**Figure 7 Distribution of weather features and delays at Boston airport** \\\n","\"Google\n","\n","Figure 8 shows the distribution of entries per station in a 3 month period. If a station reports their data once every hour, they should have about 2160 entries in the dataset, which is clearly not the case for the majority of the stations. A lot of them seem to report their data every 20 minutes, which is why there're a lot of stations in the 6300 - 6750 bucket. There's also a not insignificant number of stations that seem to report their data every 5 minutes. There're also a lot of stations who report with a lower frequency that once an hour on average. This may pose a challenge when deciding how to join the weather data to the flight data, as some stations may not have recent enough data, and it may not be uniform across all flights\n","\n","**Figure 6 Reporting Frequency by Station**\n","\n","\"Google\n","\n","Figure 9 shows the pearson correlation between the previously discussed variables. As expected, all 3 temperature measurements, despite their differences, are highly positively correlated, which likely means that including more than one of them will not provide the model with more information. Humidity and Visibility also have a relatively high correlation, although negative in this case. As humidity increases, visibility decreases, as it becomes harder to see longer distances.\n","\n","**Figure 7 Pearson Correlation Matrix for Hourly Weather Data**\n","\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ea91caa6-0da9-48d4-ac71-ab724c1dda6e","showTitle":false,"title":""}},"source":["## Section 3: Machine Algorithms and Metrics"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4f2289c7-2eba-4e54-ac5b-3b21d010a7e2","showTitle":false,"title":""}},"source":["An important criteria in selecting machine learning algorithms to implement at scale is the algorithm’s parallelizability because it enables us to run our regression and classification on a large dataset with minimal runtimes. \n","\n","A common algorithm used to classification problems is K nearest neighbors (KNN). This approach uses similarity based on data points that lie nearby the sample data point. KNN employs lazy evaluation, meaning it doesn’t call the dataset until it is needed. The downside to this is that running KNN becomes computationally expensive, especially for large datasets. This can be resolved by caching, but the size of the flights and weather dataset renders this infeasible. Moreover, since the algorithm involves looking at nearby points and different centroids, for a large K, the algorithm makes many passes over the data. Therefore, KNN is not very parallelizable and will not be used.\n","\n","The next approach we considered is decision trees, which is a model that starts with a single point and then branches out by decisions and their subsequent outcomes. With large datasets, we can use the MapReduce framework using each node of decisions as the split. The structure of decision trees is conducive to parallelization because we can represent each level of the tree as a MapReduce job, meaning we can represent data in a decision tree very efficiently. \n","\n","Similar to decision trees, random forests are collections of decisions trees that impart the benefits of decisions trees with additional benefits. Random forests are an ensemble operation, enabling us to test multiple hypotheses with multiple decision trees efficiently. In operation, we would take the training dataset then split it into different partition. Then each partition would have multiple decision trees mapped to different output files. We would then merge these files into the random forest. Given the efficiency at scale and expected performance, we are leaning towards using random forests. \n","We will also consider neural networks (NN) and boosted trees via methods like ADA.\n","\n","#####Metrics \n","We selected the metrics to evaluate the performance of our models considering the business impact on our customer (the airline) due to decisions made based on incorrect predictions from our model. In addition, since we are using a classification model, we considered the ramifications on the business from false positives and false negatives. \n","\n","We considered the costs incurred by the airline attributed to delays. Airlines must bear the additional costs from their crew, costs for accommodating disrupted passengers, and the costs of aircraft re-positioning. \n","There is also a cost of lost demand from potential customers who consider an airline's reputation for flight delays and customer service before purchasing. Given the competitive nature of the business on specific domestic markets, this cost may be substantial.\n","\n","While our model cannot be used to mitigate the costs of most of these factors, our model can assist the airline in improving its reputation for customer satisfaction in case of delays that disrupt travel. Taking proactive measures to assist passengers may positively impact reputation and have a measurable favorable effect on sales and customer loyalty.\n","\n","The consequences of our model errors in predictions can be summarised as follows:\n","\n","- False positive: The model predicted a delay for the flight, but the flight departed on time. The airline incurred additional expenses to meet a demand that did not materialize. There is no impact on the airline's reputation with its customers. \n","\n","- False negative: The model predicted an on-time departure for the flight, but the flight was delayed. The airline did not allocate resources to handle the surge in demand for staff. Passengers are negatively affected by the wait time to obtain information from the airline, and the airline's reputation with its customers suffers. \n","\n","The impact of these errors depends on the number of passengers and the customer mix of the flight (share of premium passengers and economy passengers). For example, a mainline carrier operating a route with high competition, such as JFK-LAX, with many first-class and business passengers paying the highest fares, may be more interested in avoiding false negative results to retain the loyalty of premium passengers.\n","On the other hand, low-cost carriers operating a leisure route, such as JFK-MCO, may be more interested in reducing customer service costs and prefer a model with fewer false positives.\n","\n","We can use a Fbeta score as a metric, which will allow us to consider giving more weight to either recall or precision to address the needs of our airline.\n","\n","Here is the formal definition of F Beta:\n","\n","\"Google\n","\n","#####Baseline Models\n","\n","We built the following baseline model:\n"," - Assume `NO DELAY` classification. \n"," \n","As part of our EDA we found that on average between 15-20% of all flights are delayed, which made us realize a very simple model that just predicted all flights would be on time could work as a good baseline for our future models.\n","\n","We tested this baseline model against all of our dev sets and test set which provided us with the following results:\n","\n","\"Google\n","\n","One key points for these results is that we had to treat \"No delays\" as the positive value, rather than the delays. Since we were predicting no delays then both precision and recall would be 0, which would make this baseline useless."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e56cf815-aa86-4796-beb0-5686ffef5e91","showTitle":false,"title":""}},"source":["#####Project Key Steps\n","\n","\"Google\n","\n","\n","Block Diagram for Modeling Workflow. ( from Kurt Eulau on Slack) \\\n","\"Google"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"14a295b5-ec43-40ca-a2ae-f2622d074f9e","showTitle":false,"title":""}},"source":["## Section 4 Machine Learning Pipelines"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ba80a8f6-9d63-49c7-b9f6-2380a6262d42","showTitle":false,"title":""}},"source":["## Section 4a: Machine Learning Joins"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1ef415e9-7296-44a8-89ae-4b72924ac8d1","showTitle":false,"title":""}},"source":["To join the flights and weather data, we need to figure out the closest weather station to a given airport through minimizing distance. One of the datasets provided includes information about each station and their proximity to other neighboring stations that have ICAO codes, this includes the distance to them. We noticed that a lot of these showed a disance of 0, which meant that the station was actually inside the airport.\n","\n","In order to assess whether the airports in our flights dataset had a station inside them we had to join them with the station dataset. However the flights dataset only included the IATA code, and not the ICAO code. This meant that we needed an external dataset to join these. For our initial pipeline we used the dataset provided by the [Python Package index](https://pypi.org/project/airportsdata/) which not only provided both IATA and ICAO codes, but also the respective timezones for each airport which will be needed for the join between flight and weather data.\n","\n","We then obtained all 388 airports in the flights dataset, by selecting the ORIGIN column and finding the distinct values within in. We then joined it with the external airport dataset to add the ICAO code. At the same time, we grouped all stations by nearest neighbour ICAO code, and found the station with the minimum distance for each of them. We then merged the closest station with the 388 airports and we found that 381 of those airports had a station with weather reports inside of them.\n","\n","```\n"," # Find neirest stations to each airport\n"," closests_airport_stations = df_stations.groupBy(\"neighbor_call\", \"neighbor_id\").agg({'distance_to_neighbor':'min'})\n","\n"," # Get distinct airports from flight data and merge with icao\n"," flight_origin = df_airlines.select('origin').distinct()\n"," total_origin = flight_origin.count()\n"," flight_origin_icao = flight_origin.join(df_airport_timezone,\\\n"," flight_origin.origin == df_airport_timezone.iata,\\\n"," 'inner').select('origin', 'icao')\n","```\n","\n","For the remaining 7 we created a pipeline that would use their latitude and longitude to find the nearest station in KMs and miles. We found that 3 of those simply did not have a station close to them (the closest one was thousands of miles away), 2 had stations about 40 miles away, and the remaining 2 had a station about 7 miles away. We decided that only those 2 airports with relatively close station would have relevant data, while the other 5 simply did not have relevant weather data and would be dropped from the dataset.\n","\n","\"Google\n","\n","Now that we had the a station for each airport in our flights dataset we could continue with the join. However before doing that, we removed the unnecessary weather reports by dropping any reports not created from the stations airport stations. We also noticed that the flights data had duplicate entries for almost all of its flights. We dropped those duplicates as well, since they were not providing any relevant data.\n","\n","The next step in our join pipeline was making sure all of the weather and flight data had equivalent timestamps. Both the flight and weather data were in their respective local timezone, however the weather data ignored daylight savings, it was not exactly the same as the flight data. We added a column to the external airport dataset to show the difference in hours with UTC for standard time in the USA for that specific reason.\n","\n","All flight data would be changed from its local timezone to UTC, while all weather data would be assumed to be in the standard timezone and changed to UTC as well so all of them were in the same timezone, and they could be joined appropiately.\n","\n","```\n"," def get_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour), minute=int(minutes)))\n"," return timestamp.astimezone(utc)\n"," \n"," def get_timestamp_weather_df(date, tz):\n"," if date is None or tz is None:\n"," return 'empty'\n"," diff = get_utc_difference(tz)\n"," utc = timezone('UTC')\n"," timestamp = utc.localize(datetime.fromisoformat(date)) + timedelta(hours=diff)\n"," return timestamp.strftime(\"%Y%m%d%H%M\")\n","```\n","\n","In order to simplify the join, we decided to use composite keys made up of the airport's ICAO code and the timestamp, down to the hour. We did not use the minutes as the average weather report frequency is once an hour, which meant that a lot of flights would simply not coincide with a weather report. This however introduced a couple of problems. First, we could match a flight with a future weather report (eg. Flight departs at 9:01am and the Weather Report is at 9:10am, both could be matched since they are within the same 1 hour period). Second, some hours may not have weather reports for a particular airport which means those flights would not have weather data.\n","\n","In order to fix the second of these problems we decided to create composite keys not only the timestamp 2 hour prior to depature (since that's when we would try to predict the delays), but 3 and 4 hours prior. This would allow us to have a longer window to find the nearest weather report to join.\n","\n","In order to fix the first problem, we had 2 sets of timestamps. The one used for the composite key, which we would call the hour timestamp, and another one that would include the minutes which could be used to tell if a weather report was created prior to the flight's departure. \n","\n","After joining these datasets we could keep the one that was closest to the prediction time while still not taking place in the future, in order to avoid leakage. Out of the 42,430,592 unique flights in the original dataset, 42,227,239 were matched with a weather report that was within 3 hours prior of the prediction time. This represented 99.5% of all flights, the remaining 0.5% flights happened in airports with no stations close to them, or flights that had no weather reports in the 3 hour window.\n","\n","The entire join for the complete datasets took about 1.5 hours, split into these activities:\n","\n","1) Removing duplicate entries in the Flight Dataset and saving to the blob: 8.09m\n","2) Adding the timezone to all datasets and saving to the blob: 17.48m\n","3) Creating all timestamps for the flight dataset and saving to the blob: 11.27m\n","4) Creating all timestamps for the weather dataset and saving to the blob: 2.57m\n","5) Creating the composite keys and saving both datasets to the blob: 4.19m\n","6) Joining the flight dataset with the weather dataset for the three hours window and saving to the blob 19.3m\n","7) Calculcating the time difference between timesamps, using it to find the closest report and saving that to the blobl 29.09m\n","\n","Total: 91.99m with a 16GB 4 core cluster.\n","\n","The notebook for the join can be found here:\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/364123876153144/command/1020093804817598"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1e998518-e658-425d-b197-f15091c61248","showTitle":false,"title":""}},"source":["## Section 4b: Splitting the data and cross validation\n","\n","Given that we are dealing with a time series we can't just randomly assign the data to either the training or test set.\n","\n","Every flight from 2021 will be assigned to the blind test set, which will only be used for the final evaluation of the model.\n","\n","The rest of the flights (2015 to 2020) will be used for the training set. We will conduct cross validation by implementing a blocking split. The 6 year period will be divided into 6 parts, one for each year in the dataset. Each of those parts will be split into two, the first 10 months will be used for training while the remaining 2 will be the dev set. By having the last 2 months of the year in the dev set we will avoid any data leakage.\n","\n","The results of these models will be combined into a weighted average, which will be used to tune the model's hyperparameters until we find a model with satisfying results. \n","\n","```\n","def cross_validation_splits(df, timestamp_col, splits = 5, dev_split = 0.2):\n"," df = df.orderBy(col(timestamp_col)).withColumn(\"row_id\", monotonically_increasing_id()).cache()\n"," n_rows = df.count()\n"," size_split = int(n_rows/splits)\n"," \n"," split_dataframes = []\n"," \n"," for i in range(splits):\n"," train_df = df.filter((col('row_id') > (size_split * i)) & (col('row_id') <= size_split * (i + 1) * (1 - dev_split)))\n"," dev_df = df.filter((col('row_id') > size_split * (i + 1) * (1 - dev_split)) & (col('row_id') <= size_split * (i + 1)))\n"," split_dataframes.append((train_df, dev_df))\n","\n"," return split_dataframes\n","\n","dataframes_split = cross_validation_splits(test_set, 'FLIGHT_TIMESTAMP')\n","```\n","\n","The notebook for the split and cross-validation can be found here: \n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/1020093804833045/command/1020093804833046"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7bdee335-f149-405b-a038-55fd6db07877","showTitle":false,"title":""}},"source":["## Section 4c: Modelling Pipelines and results\n","\n","An initial modelling pipeline we created was just a logistic regression with some of the numerical variables in our dataset. We create a pipeline that could be run for each train and dev set, and then calculate the metrics mentioned above for the results.\n","\n","Since these models were so simple they had a tendency to simply predict flights to have no delays, making them perform very similarly to our baseline.\n","\n","A precision of 0.820835077246851, a recall of 1, and an f2 score of 0.9581716814848401.\n","\n","We expect future models that will include our manufactured variables, as well as the relevant weather data will improve the model's performance vs the baseline. \n","\n","Both the baseline and the modelling pipelines can be found in this notebook:\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/1020093804825037/command/1020093804829816"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"95a4ddd4-5aa5-4ff8-bbee-c4b17a07a529","showTitle":false,"title":""}},"source":["Our primary task is running a binary classification model - predicting if a flight will be delayed by more than 15 minutes. We believe that the appropriate loss function is cross-entropy loss, calculated using the below formula:\n","$$Loss = -\\frac{1}{m}\\sum_{i=1}^{m}(y_{i} \\cdot log(\\hat{y_{i}}) + (1 - y_{i}) \\cdot log(1-\\hat{y_{i}}))$$"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4f531699-1c08-45c8-8e85-2755723f0663","showTitle":false,"title":""}},"source":["## Conclusions:\n","\n","Every year flight delays cost the economy billions of dollars in lost productivity. We believe that having a model that can be used for forecast flight delays can be very attractive to airlines, airports and the travel industry in general. To build this model, we start with the hypothesis that flight departure delays can be explained by changes in weather patterns and other features associated with airport locations, origin and destination pairs, seasonal travel patterns such as holidays as well as graph features that allow to model delay propagation accross the network.\n","\n","The main objective is to construct a model that can predict flight delays two hours before scheduled departure. The primary requirements to construct this model require feature engineering, feature selection and building a modeling pipeline to evaluate the perofmance of the model against a baseline model.\n","\n","For phase 2, we conducted EDA on the weather and flight data, we assessed the usefulness of the weather features to explain weather delays and proposed the creation of additional features to improve our model. Given that our objective is to create a model to predict flight delays two hours prior to departure, we joined the flight and weather data sets using a composite key strategy, combining the airport code and weather report time stamp.\n","\n","Once we built a joined dataset, we produced a baseline model to compare against future more advanced models. We implemented the appropriate workflow for cross-validation of time series data.\n","\n","Our efforts will continue creating our first advanced models and assessing their performance."]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7dcb9b29-f2d4-4dbd-8d2c-ad09b7110e24","showTitle":false,"title":""}},"source":["## Section 5: Next Steps:"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f27be03f-8da6-442d-ba51-c0b6a3019a65","showTitle":false,"title":""}},"source":["We will conduct the following tasks progressively as the project advances:\n"," \n","- Feature Engineering\n","- Hyperparameter Tuning\n","- Preparation of In-Class Presentation\n","- Selection of Optimal Algorithm \n","- Write Final Report\n","- Final Presentation"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"966847a0-8a29-45d0-ae10-4d626cc7aa66","showTitle":false,"title":""}},"source":["Links to EDA notebooks\n","\n","Flight EDA\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/844424046180911/command/4295587629773808\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/4295587629770423/command/4295587629773761\n","\n","Weather EDA\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/364123876153045/command/4295587629773430\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/364123876153144/command/364123876153145\n","\n","https://adb-731998097721284.4.azuredatabricks.net/?o=731998097721284#notebook/1020093804820897/command/1020093804820898"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3db4f9f3-75fd-40a2-8eda-92a25b201aef","showTitle":false,"title":""}},"source":["## Section 6: Open Issues and Problems\n","\n","We have the following open items under active discussion:\n","\n","- Incorporation of additional features and transformations.\n","- Addressing missing values in certain features\n","- Introduction of graph features."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9c23c57f-5507-4a3d-b9d0-b80d8bfd6b5e","showTitle":false,"title":""}},"outputs":[],"source":[]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":4},"notebookName":"Section05_Group04_Deliverable_Phase2","notebookOrigID":1020093804816662,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_2_eda/w261_EDA_Airlines_DL ALLFLIGHTS_EDA.ipynb b/phase_2_eda/w261_EDA_Airlines_DL ALLFLIGHTS_EDA.ipynb new file mode 100644 index 0000000..f658e55 --- /dev/null +++ b/phase_2_eda/w261_EDA_Airlines_DL ALLFLIGHTS_EDA.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7c2edc36-8cc7-4d64-8083-c8be0544c3b7","showTitle":false,"title":""}},"source":["# EDA AIRLINES"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"860d1e18-8843-40ec-9b06-baca76a0b902","showTitle":false,"title":""}},"outputs":[{"data":{"application/vnd.databricks.v1+bamboolib_hint":"{\"pd.DataFrames\": [], \"version\": \"0.0.1\"}","text/plain":[]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":{"application/vnd.databricks.v1+bamboolib_hint":"{\"pd.DataFrames\": [], \"version\": \"0.0.1\"}","text/plain":""},"datasetInfos":[],"executionCount":null,"metadata":{"kernelSessionId":"4bef46ed-d9ae9ac43d70e24ae9ba4c08"},"removedWidgets":[],"type":"mimeBundle"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import col,isnan,when,count, lit\n","from pyspark.sql.types import StructType, StructField, StringType, DoubleType, IntegerType, NullType, ShortType, DateType, BooleanType, BinaryType\n","from pyspark.sql import SQLContext\n","from pyspark.sql.window import Window\n"," \n","from math import radians, cos, sin, asin, sqrt\n","import matplotlib.pyplot as plt\n","import time\n","import numpy as np \n","import pandas as pd\n","import seaborn as sns\n","from pytz import timezone \n","from datetime import datetime, timedelta \n","import os\n","import networkx as nx\n","from delta.tables import DeltaTable\n","from copy import deepcopy"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5c4cb0cf-379a-4286-af1d-a04258476592","showTitle":false,"title":""}},"outputs":[],"source":["blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\"\n","\n","spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8ea5cf50-f7c0-415d-9894-734ac509088c","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_6m/parquet_weather_data_6m/01656631047000
dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/stations_data/01656713663000
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data/","parquet_airlines_data/",0,1656618287000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_1y/","parquet_airlines_data_1y/",0,1656630272000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_3m/","parquet_airlines_data_3m/",0,1656630114000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_6m/","parquet_airlines_data_6m/",0,1656630205000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data/","parquet_weather_data/",0,1656622074000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_1y/","parquet_weather_data_1y/",0,1656631614000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_3m/","parquet_weather_data_3m/",0,1656630651000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_6m/","parquet_weather_data_6m/",0,1656631047000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/","stations_data/",0,1656713663000]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"path","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"size","type":"\"long\""},{"metadata":"{}","name":"modificationTime","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["# Inspect the Mount's Final Project folder \n","# Please IGNORE dbutils.fs.cp(\"/mnt/mids-w261/datasets_final_project/stations_data/\", \"/mnt/mids-w261/datasets_final_project_2022/stations_data/\", recurse=True)\n","\n","data_BASE_DIR = \"dbfs:/mnt/mids-w261/datasets_final_project_2022/\"\n","display(dbutils.fs.ls(f\"{data_BASE_DIR}\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a32264b0-79ba-422e-b20c-7149ab664d86","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
pathnamesizemodificationTime
dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/stations_with_neighbors.parquet/stations_with_neighbors.parquet/01656713664000
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/stations_with_neighbors.parquet/","stations_with_neighbors.parquet/",0,1656713664000]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"path","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"size","type":"\"long\""},{"metadata":"{}","name":"modificationTime","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(dbutils.fs.ls(f\"{data_BASE_DIR}stations_data/\"))"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"93d78045-102f-42df-9550-84688a005812","showTitle":false,"title":""}},"source":["## Total Flight Dataset EDA"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0cc2fd68-e755-4dc4-ac88-2c18e0c0d2f4","showTitle":false,"title":""}},"outputs":[],"source":["\n","# df_airlines_full = spark.read.parquet(f\"{data_BASE_DIR}parquet_airlines_data/\")\n","# df_airlines_full.select(\"YEAR\").distinct().show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"66ffeee8-8755-4fe3-b63e-7dcf755cb347","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[3]: ['QUARTER',\n"," 'MONTH',\n"," 'DAY_OF_MONTH',\n"," 'DAY_OF_WEEK',\n"," 'FL_DATE',\n"," 'OP_UNIQUE_CARRIER',\n"," 'OP_CARRIER_AIRLINE_ID',\n"," 'TAIL_NUM',\n"," 'ORIGIN_AIRPORT_ID',\n"," 'ORIGIN',\n"," 'ORIGIN_STATE_ABR',\n"," 'DEST_AIRPORT_ID',\n"," 'DEST',\n"," 'DEST_STATE_ABR',\n"," 'CRS_DEP_TIME',\n"," 'DEP_TIME',\n"," 'DEP_DELAY',\n"," 'DEP_DELAY_NEW',\n"," 'DEP_DEL15',\n"," 'DEP_DELAY_GROUP',\n"," 'DEP_TIME_BLK',\n"," 'CRS_ARR_TIME',\n"," 'ARR_TIME',\n"," 'ARR_DELAY',\n"," 'ARR_DELAY_NEW',\n"," 'ARR_DEL15',\n"," 'ARR_DELAY_GROUP',\n"," 'ARR_TIME_BLK',\n"," 'CANCELLED',\n"," 'DIVERTED',\n"," 'DISTANCE',\n"," 'DISTANCE_GROUP',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY',\n"," 'YEAR',\n"," 'ident',\n"," 'type',\n"," 'name',\n"," 'elevation_ft',\n"," 'continent',\n"," 'iso_country',\n"," 'iso_region',\n"," 'municipality',\n"," 'gps_code',\n"," 'iata_code',\n"," 'local_code',\n"," 'coordinates',\n"," 'tz',\n"," 'FLIGHT_TIMESTAMP',\n"," 'calc_dep_delay',\n"," 'calc_arr_delay']"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[3]: ['QUARTER',\n 'MONTH',\n 'DAY_OF_MONTH',\n 'DAY_OF_WEEK',\n 'FL_DATE',\n 'OP_UNIQUE_CARRIER',\n 'OP_CARRIER_AIRLINE_ID',\n 'TAIL_NUM',\n 'ORIGIN_AIRPORT_ID',\n 'ORIGIN',\n 'ORIGIN_STATE_ABR',\n 'DEST_AIRPORT_ID',\n 'DEST',\n 'DEST_STATE_ABR',\n 'CRS_DEP_TIME',\n 'DEP_TIME',\n 'DEP_DELAY',\n 'DEP_DELAY_NEW',\n 'DEP_DEL15',\n 'DEP_DELAY_GROUP',\n 'DEP_TIME_BLK',\n 'CRS_ARR_TIME',\n 'ARR_TIME',\n 'ARR_DELAY',\n 'ARR_DELAY_NEW',\n 'ARR_DEL15',\n 'ARR_DELAY_GROUP',\n 'ARR_TIME_BLK',\n 'CANCELLED',\n 'DIVERTED',\n 'DISTANCE',\n 'DISTANCE_GROUP',\n 'CARRIER_DELAY',\n 'WEATHER_DELAY',\n 'NAS_DELAY',\n 'SECURITY_DELAY',\n 'LATE_AIRCRAFT_DELAY',\n 'YEAR',\n 'ident',\n 'type',\n 'name',\n 'elevation_ft',\n 'continent',\n 'iso_country',\n 'iso_region',\n 'municipality',\n 'gps_code',\n 'iata_code',\n 'local_code',\n 'coordinates',\n 'tz',\n 'FLIGHT_TIMESTAMP',\n 'calc_dep_delay',\n 'calc_arr_delay']","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines_full = spark.read.parquet(f\"{blob_url}/df_airlines_silver\")\n","df_airlines_full.columns"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fa5c77b4-e530-47a4-b661-a1f0385ba3d7","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[11]: (41451869, 54)"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[11]: (41451869, 54)","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines_full.count(), len(df_airlines_full.columns)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5431ede2-4501-431a-abd2-bc0c1880cab6","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAnalysisException\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0morigin_wac\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf_airlines_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"ORIGIN_WAC\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdistinct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mdest_wac\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf_airlines_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"DEST_WAC\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdistinct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n","\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 47\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 48\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 49\u001b[0m logger.log_success(\n","\u001b[1;32m 50\u001b[0m \u001b[0mmodule_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclass_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfunction_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msignature\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/dataframe.py\u001b[0m in \u001b[0;36mselect\u001b[0;34m(self, *cols)\u001b[0m\n","\u001b[1;32m 2107\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mRow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'Alice'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mage\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m12\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mRow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'Bob'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mage\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m15\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 2108\u001b[0m \"\"\"\n","\u001b[0;32m-> 2109\u001b[0;31m \u001b[0mjdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jcols\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mcols\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 2110\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjdf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msparkSession\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 2111\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n","\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 200\u001b[0m \u001b[0;31m# Hide where the exception came from that shows a non-Pythonic\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 201\u001b[0m \u001b[0;31m# JVM exception message.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 202\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 203\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 204\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mAnalysisException\u001b[0m: [UNRESOLVED_COLUMN.WITH_SUGGESTION] A column or function parameter with name `ORIGIN_WAC` cannot be resolved. Did you mean one of the following? [`ORIGIN`, `ARR_DELAY`, `ORIGIN_STATE_ABR`, `TAIL_NUM`, `ARR_DEL15`];\n","'Project ['ORIGIN_WAC]\n","+- Relation [QUARTER#410210,MONTH#410211,DAY_OF_MONTH#410212,DAY_OF_WEEK#410213,FL_DATE#410214,OP_UNIQUE_CARRIER#410215,OP_CARRIER_AIRLINE_ID#410216,TAIL_NUM#410217,ORIGIN_AIRPORT_ID#410218,ORIGIN#410219,ORIGIN_STATE_ABR#410220,DEST_AIRPORT_ID#410221,DEST#410222,DEST_STATE_ABR#410223,CRS_DEP_TIME#410224,DEP_TIME#410225,DEP_DELAY#410226,DEP_DELAY_NEW#410227,DEP_DEL15#410228,DEP_DELAY_GROUP#410229,DEP_TIME_BLK#410230,CRS_ARR_TIME#410231,ARR_TIME#410232,ARR_DELAY#410233,... 30 more fields] parquet\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAnalysisException\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0morigin_wac\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf_airlines_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"ORIGIN_WAC\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdistinct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mdest_wac\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf_airlines_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"DEST_WAC\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdistinct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 200\u001b[0m \u001b[0;31m# Hide where the exception came from that shows a non-Pythonic\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 201\u001b[0m \u001b[0;31m# JVM exception message.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 202\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 203\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 204\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mAnalysisException\u001b[0m: [UNRESOLVED_COLUMN.WITH_SUGGESTION] A column or function parameter with name `ORIGIN_WAC` cannot be resolved. Did you mean one of the following? [`ORIGIN`, `ARR_DELAY`, `ORIGIN_STATE_ABR`, `TAIL_NUM`, `ARR_DEL15`];\n'Project ['ORIGIN_WAC]\n+- Relation [QUARTER#410210,MONTH#410211,DAY_OF_MONTH#410212,DAY_OF_WEEK#410213,FL_DATE#410214,OP_UNIQUE_CARRIER#410215,OP_CARRIER_AIRLINE_ID#410216,TAIL_NUM#410217,ORIGIN_AIRPORT_ID#410218,ORIGIN#410219,ORIGIN_STATE_ABR#410220,DEST_AIRPORT_ID#410221,DEST#410222,DEST_STATE_ABR#410223,CRS_DEP_TIME#410224,DEP_TIME#410225,DEP_DELAY#410226,DEP_DELAY_NEW#410227,DEP_DEL15#410228,DEP_DELAY_GROUP#410229,DEP_TIME_BLK#410230,CRS_ARR_TIME#410231,ARR_TIME#410232,ARR_DELAY#410233,... 30 more fields] parquet\n","errorSummary":"AnalysisException: [UNRESOLVED_COLUMN.WITH_SUGGESTION] A column or function parameter with name `ORIGIN_WAC` cannot be resolved. Did you mean one of the following? [`ORIGIN`, `ARR_DELAY`, `ORIGIN_STATE_ABR`, `TAIL_NUM`, `ARR_DEL15`];\n'Project ['ORIGIN_WAC]\n+- Relation [QUARTER#410210,MONTH#410211,DAY_OF_MONTH#410212,DAY_OF_WEEK#410213,FL_DATE#410214,OP_UNIQUE_CARRIER#410215,OP_CARRIER_AIRLINE_ID#410216,TAIL_NUM#410217,ORIGIN_AIRPORT_ID#410218,ORIGIN#410219,ORIGIN_STATE_ABR#410220,DEST_AIRPORT_ID#410221,DEST#410222,DEST_STATE_ABR#410223,CRS_DEP_TIME#410224,DEP_TIME#410225,DEP_DELAY#410226,DEP_DELAY_NEW#410227,DEP_DEL15#410228,DEP_DELAY_GROUP#410229,DEP_TIME_BLK#410230,CRS_ARR_TIME#410231,ARR_TIME#410232,ARR_DELAY#410233,... 30 more fields] parquet\n","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# origin_wac = df_airlines_full.select(\"ORIGIN_WAC\").distinct()\n","# dest_wac = df_airlines_full.select(\"DEST_WAC\").distinct()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7ad080ee-0f15-4bd2-9562-30b47bdfa10b","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# airline carriers plot\n","df_carrier = df_airlines_full.groupBy(\"OP_UNIQUE_CARRIER\",\"DEP_DEL15\").count().toPandas()\n","df_carrier['delay_percent'] = np.where(df_carrier.DEP_DEL15 == 1, df_carrier['count'] * 100 / df_carrier.groupby('OP_UNIQUE_CARRIER')['count'].transform('sum'), 0)\n","df_carrier = df_carrier.sort_values(by='delay_percent',ascending=False)\n","\n","\n","fig, ax = plt.subplots(figsize=(8, 5))\n","plt.bar(df_carrier['OP_UNIQUE_CARRIER'],df_carrier['delay_percent'])\n","plt.title(\"Percentage of Delayed Flights by Airline Carriers\", fontdict = {'fontsize' : 15})\n","plt.xlabel(\"Airline Carriers\", fontsize = 13)\n","plt.ylabel('Flight Delayed % of Total', fontsize = 13)\n","# plt.xticks(bins)\n","plt.xticks(fontsize=13)\n","plt.yticks(fontsize=13)\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"03b83e41-ed36-431d-aaa5-305f60ac7c0c","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
DEST_WAC
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1
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"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[31],[85],[65],[53],[34],[81],[44],[12],[91],[22],[93],[1],[52],[13],[86],[16],[3],[54],[5],[92],[64],[41],[43],[15],[37],[61],[88],[72],[35],[4],[23],[39],[84],[87],[51],[63],[45],[38],[82],[73],[62],[21],[33],[11],[83],[71],[14],[42],[2],[66],[67],[74],[36]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"DEST_WAC","type":"\"integer\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(dest_wac)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"32a89ee0-d0a2-42e4-942a-5f5a5f0c0f01","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[8]: (42430592, 109)"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[8]: (42430592, 109)","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# Dimensions of 3 Month Data Set\n","df_airlines_full.count(), len(df_airlines_full.columns)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"632b34ca-a163-4d5a-a5dc-74070b10d5d5","showTitle":false,"title":""}},"source":["## COMPUTE MISSING VALUE COUNTS/PCT TO DROP FEATURES"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6813a57e-b640-4637-85ba-2dbebf935412","showTitle":false,"title":""}},"outputs":[],"source":["#try to view how many nulls are in each column for feature selection \n","from pyspark.sql.functions import col,isnan,when,count, lit\n","\n","df_Columns= df_airlines_full\n","df_airlines_missing_count = df_airlines_full.select([count(when(isnan(c) | col(c).isNull(), c)).alias(c) for c in df_Columns.columns]\n"," ).toPandas().T\n","df_airlines_missing_count.rename(columns = {0:\"Missing Values\"}, inplace = True)\n","\n","df_Columns= df_airlines_full\n","df_airlines_missing_pct = df_airlines_full.select([(count(when(isnan(c) | col(c).isNull(), c))*100/count(lit(1))).alias(c) for c in df_Columns.columns]\n"," ).toPandas().T\n","df_airlines_missing_pct.rename(columns = {0:\"% of Total Values\"}, inplace = True)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5a6f2b2c-de19-4e8e-96e4-c9e324ea2e74","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
Missing Values% of Total Values
DIV4_TOTAL_GTIME74177433100.0
DIV5_AIRPORT_ID74177433100.0
DIV4_WHEELS_ON74177433100.0
DIV4_AIRPORT74177433100.0
DIV4_LONGEST_GTIME74177433100.0
.........
DEST_STATE_ABR00.0
DEST_CITY_NAME00.0
DEST00.0
DEST_CITY_MARKET_ID00.0
YEAR00.0
\n","

109 rows × 2 columns

\n","
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Missing Values% of Total Values
DIV4_TOTAL_GTIME74177433100.0
DIV5_AIRPORT_ID74177433100.0
DIV4_WHEELS_ON74177433100.0
DIV4_AIRPORT74177433100.0
DIV4_LONGEST_GTIME74177433100.0
.........
DEST_STATE_ABR00.0
DEST_CITY_NAME00.0
DEST00.0
DEST_CITY_MARKET_ID00.0
YEAR00.0
\n

109 rows × 2 columns

\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# Missing Values/ % Missing\n","df_airlines_missing = pd.concat([df_airlines_missing_count,df_airlines_missing_pct],axis = 1)\n","df_airlines_missing.sort_values(by ='% of Total Values', ascending=False )\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6f047bb6-df9a-42bf-822f-d8d2b9f30489","showTitle":false,"title":""}},"outputs":[],"source":["airline_cols_todrop = df_airlines_missing[df_airlines_missing['% of Total Values'] > 50].sort_values(by='% of Total Values', ascending=False).index.values"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"78c83123-d2c1-40c5-bd7d-68431384be94","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[14]: array(['DIV5_TAIL_NUM', 'DIV4_TAIL_NUM', 'DIV4_AIRPORT',\n"," 'DIV4_AIRPORT_ID', 'DIV4_AIRPORT_SEQ_ID', 'DIV4_TOTAL_GTIME',\n"," 'DIV4_LONGEST_GTIME', 'DIV4_WHEELS_OFF', 'DIV4_WHEELS_ON',\n"," 'DIV5_AIRPORT', 'DIV5_AIRPORT_ID', 'DIV5_AIRPORT_SEQ_ID',\n"," 'DIV5_WHEELS_ON', 'DIV5_TOTAL_GTIME', 'DIV5_LONGEST_GTIME',\n"," 'DIV5_WHEELS_OFF', 'DIV3_WHEELS_OFF', 'DIV3_TAIL_NUM',\n"," 'DIV3_LONGEST_GTIME', 'DIV3_TOTAL_GTIME', 'DIV3_WHEELS_ON',\n"," 'DIV3_AIRPORT_SEQ_ID', 'DIV3_AIRPORT_ID', 'DIV3_AIRPORT',\n"," 'DIV2_WHEELS_OFF', 'DIV2_TAIL_NUM', 'DIV2_LONGEST_GTIME',\n"," 'DIV2_TOTAL_GTIME', 'DIV2_WHEELS_ON', 'DIV2_AIRPORT',\n"," 'DIV2_AIRPORT_SEQ_ID', 'DIV2_AIRPORT_ID',\n"," 'DIV_ACTUAL_ELAPSED_TIME', 'DIV_ARR_DELAY', 'DIV1_TAIL_NUM',\n"," 'DIV1_WHEELS_OFF', 'DIV_DISTANCE', 'DIV_REACHED_DEST',\n"," 'DIV1_WHEELS_ON', 'DIV1_AIRPORT', 'DIV1_AIRPORT_ID',\n"," 'DIV1_AIRPORT_SEQ_ID', 'DIV1_TOTAL_GTIME', 'DIV1_LONGEST_GTIME',\n"," 'LONGEST_ADD_GTIME', 'TOTAL_ADD_GTIME', 'FIRST_DEP_TIME',\n"," 'CANCELLATION_CODE', 'LATE_AIRCRAFT_DELAY', 'SECURITY_DELAY',\n"," 'NAS_DELAY', 'WEATHER_DELAY', 'CARRIER_DELAY'], dtype=object)"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[14]: array(['DIV5_TAIL_NUM', 'DIV4_TAIL_NUM', 'DIV4_AIRPORT',\n 'DIV4_AIRPORT_ID', 'DIV4_AIRPORT_SEQ_ID', 'DIV4_TOTAL_GTIME',\n 'DIV4_LONGEST_GTIME', 'DIV4_WHEELS_OFF', 'DIV4_WHEELS_ON',\n 'DIV5_AIRPORT', 'DIV5_AIRPORT_ID', 'DIV5_AIRPORT_SEQ_ID',\n 'DIV5_WHEELS_ON', 'DIV5_TOTAL_GTIME', 'DIV5_LONGEST_GTIME',\n 'DIV5_WHEELS_OFF', 'DIV3_WHEELS_OFF', 'DIV3_TAIL_NUM',\n 'DIV3_LONGEST_GTIME', 'DIV3_TOTAL_GTIME', 'DIV3_WHEELS_ON',\n 'DIV3_AIRPORT_SEQ_ID', 'DIV3_AIRPORT_ID', 'DIV3_AIRPORT',\n 'DIV2_WHEELS_OFF', 'DIV2_TAIL_NUM', 'DIV2_LONGEST_GTIME',\n 'DIV2_TOTAL_GTIME', 'DIV2_WHEELS_ON', 'DIV2_AIRPORT',\n 'DIV2_AIRPORT_SEQ_ID', 'DIV2_AIRPORT_ID',\n 'DIV_ACTUAL_ELAPSED_TIME', 'DIV_ARR_DELAY', 'DIV1_TAIL_NUM',\n 'DIV1_WHEELS_OFF', 'DIV_DISTANCE', 'DIV_REACHED_DEST',\n 'DIV1_WHEELS_ON', 'DIV1_AIRPORT', 'DIV1_AIRPORT_ID',\n 'DIV1_AIRPORT_SEQ_ID', 'DIV1_TOTAL_GTIME', 'DIV1_LONGEST_GTIME',\n 'LONGEST_ADD_GTIME', 'TOTAL_ADD_GTIME', 'FIRST_DEP_TIME',\n 'CANCELLATION_CODE', 'LATE_AIRCRAFT_DELAY', 'SECURITY_DELAY',\n 'NAS_DELAY', 'WEATHER_DELAY', 'CARRIER_DELAY'], dtype=object)","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# at least 50% missing values\n","airline_cols_todrop"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ad4c29bf-6071-4ba9-8dcb-1f503d0ec457","showTitle":false,"title":""}},"outputs":[],"source":["# df_airlines_full_todrop = df_airlines_full.select(*airline_cols_todrop)\n","# display(df_airlines_full_todrop)\n","# df_airlines_full_postdrop = df_airlines_full.drop(*airline_cols_todrop)\n","# display(df_airlines_full_postdrop)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"47c6c454-ac14-432a-a4d9-44e69094dcca","showTitle":false,"title":""}},"outputs":[],"source":["# df_airlines_full_postdrop.columns"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8c3b1519-c2d9-4049-b844-ce0ce7db6a3a","showTitle":false,"title":""}},"outputs":[],"source":["# len(df_airlines_full_postdrop.columns)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"02638a84-2ca4-49f6-87ad-30eec57ca0e5","showTitle":false,"title":""}},"outputs":[],"source":["# df_cancellation_code = df_airlines_full.select('CANCELLATION_CODE').dropna().toPandas()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ae69ed83-fcdd-4d79-b6f3-4011f9b73bb9","showTitle":false,"title":""}},"outputs":[],"source":["## The majority of cancellation are coded as being caused by Weather.\n","\n","# cancel_codes = ['A-Carrier Caused','B-Weather', 'C-National Aviation System','D-Security']\n","# df_cancellation_code.groupby(['CANCELLATION_CODE'])['CANCELLATION_CODE'].count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0140600d-68b0-443a-a5c1-f1bda269b138","showTitle":false,"title":""}},"outputs":[],"source":["# Many Cancelled\n","df_airlines_full_canceldelayed = df_airlines_full.filter((df_airlines_full.CANCELLED == 1) & (df_airlines_full.DEP_DEL15.isNotNull())) \\\n"," .select('CANCELLED','DEP_DELAY','DEP_DELAY_NEW','DEP_DEL15').sort(\"DEP_DELAY_NEW\", ascending=False)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a1ed4570-7bbe-4cb1-924a-1c10602e36be","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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Showing the first 1000 rows.
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== 1) & (df_airlines_full.DEP_DEL15.isNotNull())).select(['DEP_DELAY_NEW']).sort('DEP_DELAY_NEW',ascending=False))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"267138f6-872d-448e-a85f-950c3c21709e","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[22]: 0.023850139753169474"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[22]: 0.023850139753169474","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# Roughly 2% of cancelled also flights were also delayed by at least 15 minutes. we will keep these cancelled flights\n","df_airlines_full_canceldelayed.count()/df_airlines_full.filter(df_airlines_full.CANCELLED == 1).count()"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"457034dd-4b02-4fa4-91fd-7214e43273b7","showTitle":false,"title":""}},"source":["#### Filtered Out {2806942 -> 2722232} records after removing Cancelled Flights that was missing DEP_DEL15"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"72cc99c0-8638-4dbc-805c-1a57c92228a7","showTitle":false,"title":""}},"outputs":[],"source":["df_airlines_full = df_airlines_full.filter(~((df_airlines_full.CANCELLED == 1) & (df_airlines_full.DEP_DEL15.isNull()))).sort(\"DEP_DELAY_NEW\", ascending=False)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"288f56a0-24c9-42be-9a6f-61fb9b521aa3","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[24]: 41577397"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[24]: 41577397","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines_full.count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"de826708-b1eb-4042-b22e-0ae3d1dcdfa9","showTitle":false,"title":""}},"outputs":[],"source":["df_airlines_full = df_airlines_full.filter((df_airlines_full.DEST_WAC < 94) & (df_airlines_full.ORIGIN_WAC < 94)).sort(\"DEP_DELAY_NEW\", ascending=False)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"912ddef3-d9c7-4f5c-acd9-62e52a8f1faf","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["+-------+------------------+\n","|summary| DEP_DELAY_NEW|\n","+-------+------------------+\n","| count| 41451869|\n","| mean|12.142154868819063|\n","| stddev|42.195841927149715|\n","| min| 0.0|\n","| max| 3890.0|\n","+-------+------------------+\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"+-------+------------------+\n|summary| DEP_DELAY_NEW|\n+-------+------------------+\n| count| 41451869|\n| mean|12.142154868819063|\n| stddev|42.195841927149715|\n| min| 0.0|\n| max| 3890.0|\n+-------+------------------+\n\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines_full.describe([\"DEP_DELAY_NEW\"]).show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aca512a3-1773-41a5-b59f-303f920ff1a5","showTitle":false,"title":""}},"outputs":[],"source":["dep_delay = df_airlines_full.select('DEP_DELAY_NEW').toPandas()"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"906e97bd-1359-43eb-af3b-8556b600ce53","showTitle":false,"title":""}},"source":["## Visualizations"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4385d231-bee8-4bc0-ad0d-830aa19a1bc7","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["+---------+-------------+-------------------+\n","|DEP_DEL15|cnt_per_group|perc_of_count_total|\n","+---------+-------------+-------------------+\n","| 0.0| 34374886| 82.92722820290685|\n","| 1.0| 7076983| 17.072771797093154|\n","+---------+-------------+-------------------+\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"+---------+-------------+-------------------+\n|DEP_DEL15|cnt_per_group|perc_of_count_total|\n+---------+-------------+-------------------+\n| 0.0| 34374886| 82.92722820290685|\n| 1.0| 7076983| 17.072771797093154|\n+---------+-------------+-------------------+\n\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# What % of Flights are delayed by at least 15 minutes?\n","\n","df_airlines_full.groupBy('DEP_DEL15') \\\n"," .count().withColumnRenamed('count', 'cnt_per_group').withColumn('perc_of_count_total', (col('cnt_per_group') / df_airlines_full.count()) * 100 ).show()\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6d45209f-9b55-4e39-9ce3-55df31923fb6","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAfkAAAFVCAYAAADsaJZxAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAno0lEQVR4nO3deZglZX33//eHGRBlVRkXwjIQNSbxeXCZuBsBI2LcoxiNGwZFk5+Py+MCuEQ0iYKaEOOSAC7jgiZGJHkIUeKGO+iAghJFBQZEWQZ1gGERge/vj7taDofTPd3TfU73FO/XddXV51TdVfU9darPt+quu+pOVSFJkvpni8UOQJIkjYdJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wmIsnhSaobbkryyyTfSvK3Se42VHZlV+7xs1z2Vt3y7zuHeNYmecfA+9VJ1sz6A8287P2SvHzE+AVbx0JK8sIk5ye5Ickp05TZe+D7qyRXJflBkmOT7DXhkGdtuu9iMQzs11PD1UnOTXJckkds4jIPT3L5Qseq/li+2AHoNuUKYP/u9Q7A/YG/AA5Osn9Vnd5Nuxh4CPCDWS53K+CNwFrgO7Oc5ynAz2dZdq72A54G/MPQ+L8Gbj+mdW6S7gDrn4B3A/8G/HIjszwLOA+4A3BP4PnAmiQvrqr3jzPWTTTdd7GYXgV8DbgdsAfwDODLSQ6vqjctamTqHZO8JumGqjp14P3JSf4J+DLwL0nuXVU3VtWvgFNHL2J+kty+qq6tqm+PY/kzqapzJ73OWbgHsAz4QFWdNYvyZ1XV97rXX0hyLPAB4J+SfKmqfjyuQOciyZbATWNY7u2r6tp5Luacgf+DLwGrk7wZOLzbhqfMc/nSb1hdr0VVVeuB19CSzaNhdHV9kicmOb2r4vxlktOSPLKbfFX394MDVaErB5bzrCQfTrIeOLFb3i2q6wfW8+SuGvq6JF9N8nsD00ZeRhishk9yOPBKYPeBWFYPlxuY975JPp/kmu5zHZfkriPW+fQkRye5IslFSd6UZKP/v0lekuRHSX6V5MdJXjEw7XDgK93bM7v1HLixZQ6qqpuAVwA3Ai8YWvcLkpzdrfuCJK8Zmr46yZqZtnlX7pXdpZ0rklya5MQk9xgqc0qSTyY5OMm5wHXAMUz/XZyS5JNDy5i6JHGf7v1M+8+dkhzTxXNdkq8nedBctt2QNwE/A148FNOTum10XZJLkrytO4AZKck2Sd6d5Jxunzo/yXuSbD9Q5hMZcVkmrer/0qnlJzms22eu68Z/JkOX1rT0eSavpeAU4AbgwcBnhicm+W3gk8A7gVcDWwMPAO7UFdkX+ALwN8BJ3biLgbt3r98BfAo4gJaMprM78PfAG4BraT+8Jye5Z1VdN8vP8j5aNfa+tEsCAOtGFUyygvbZvw/8GbAtcATw2SSrqur6geJvA46nVT0/Cvgr4GzgE9MFkuSFwLu6z3QysA/wd0luV1VHdLFeBryHm6vh51zbUFW/7A5eHjyw7lcDb+niPoX2ff11kmuq6t0Ds89mm+9Cu5xwAbA9LRF+vStzxcCyHgb8NnAIcA3wPdq+stHvYiNusf8kuR3wOWBH2v54Ge2y0+e6mC6Z6wqq6sYkXwB+c20+ydOBjwNHA6/tPttbaSdnr5pmUXeg1cy8jvZZd+1e/xvwmK7M+4FPJ9mjqs7v1hXgecBHq+rXSZ7brfMQ2n52Z9p23Gaun02LrKocHMY+AIcDl88w/WLgn7rXK4ECHt+9fxrw8xnm3bYrf+DQ+KnlnDBinrXAOwber+7KPnRg3O60g48Xj4praN41A+/fAawdsc7hckcA64HtB8Y9qFvHM4fW+eGhZX0H+JcZtskWwE+BDw6Nfy+tbcTW3fu9u+XfZyPf34zlaMno+93r7YENwBuHyrwZuARYNtttPmI9y2jtGq4Cnjsw/hTaQcJdh8pP912cAnxyps843f4DHARcD9xzYNxy2gHS22fYhiP3n4HpbwWu7V6HdlAz/P39efc57zzL/6vltIOfAnYb2DcuBN40UG7foc/+buD4mfYJh81jsLpeS0VmmPZdYIckH0prLT3Xs4mTNl4EgMuq6utTb6rqAuB04IFzXN9sPRD476q6cmCdp9EOQB4+VPa/h97/D+0Mdzq7ADvTzuAG/SstCf+vTYh3JoPf30NoZ3z/lmT51ECrbbkrt4x7o9s8yYOTfDbJz2kHANfQDuzuNRTD6VV16UJ+qM7w/vNHXYznD3w2aNfXV81jPYPb8F7AbsAnRmzDrYH7TLuQ5DlJvp1kA/Br4KsDy6TaJZYPAs/tzuABDqQdgE61t/gO8MfdZaEHJlk2j8+lRdTLJJ/kA0kuS/K9WZQ9Ksl3uuGH3XU3TVCSrWnVgSN/oKvqHOBJwJ7AfwGXJ/lYV909G7P94b9smnF3HzF+Idyd0bFdys2XIqasH3p/Pe3HfqZlTy1reNmMWP58/dbAsnfq/p5NSzJTwxe78bsOzDfjNk+yG+0AJ8CLaGelf9CVGf7840jwo5a7E+3SxK+Hhudzy882V6O24X8NreP8bvzI9SR5CvBh4Bu0ywsP5uZLFYPb64O0WpN9kmwHPJXWgHLKB2jV9U8HTgMuTfI3JvvNT1+vya+mVTd9eGMFq2qwIdL/Ae43vrA0jX1o++I3pitQVScBJyXZAXgc7Zaod9FuP9qY2fanfJdpxp3dvZ66RrzVUJk7znL5wy6eZp13pZ0pzsfF3d/h5U816vvFPJf/G0nuSDuD/YehZT+e0Yn3nIHXG9vm+9OuMz+pqq7u1rec0Qcpc+k3+zpm/z0OL/cXwBradfhhv5pDDL/RfaZ9aXeaTK0D4GBg1J0g548YBy2xn1ZVfzmw7EcOF6qqtUk+RzuD34N2wvfxgek3AUcBRyXZldZm42+Bi4B/nvUH06LrZZKvqi8nWTk4rmu89R5gBa2674VVNXwf9jNp91trQpLsCBwJ/JjWmGlG1Rpafaz74XpIN3qqgdpMZ7azcZckD52qPu7OIu9PO+uBdvb4a+B3B+LfFngo7frplI2dZU85DfiLJNtV1VXd8v6Adu32qzPNOAsX0VprHwB8emD804EraZdA5i2thf9RtGvlU/fJf4N23Xjn7uBsJhvb5ren3Qp3w9BnmO1v13TfxUXAHw6N22+Wy/x8V/bCqhpVE7Ep/op2eWUqgZ5Da1OxsqqOncNybs+tDzSeNU3Z99PO2H8f+Pdqd7rcSlX9BDgiyfOB3xtVRktXL5P8NI6hNeb5UXery3tpR84AJNmddkT7hUWK77ZgeZKpFtjb0Vpc/wXtTG3/qhrZ8j3Ji2gJ/TO0xHVPWvL6MEBVXZ/kfODp3SWa64DZ3PM97HLgo0lez80tvS+j1QxRVTcl+Q/gFUkuoFWhv7IrO+gHwF3Tbkf7Hq1h1NoR6/t72uc/OcmR3Ny6/ru0lvSbrIv1cODo7lr2Z4FHdut7bc3+boFh/7s7sNmado33+bSz+BdVd498Va3v1v3O7v/qy7QzxXsB+1TVUwaWN+M2p/0/LqPdHvl+WkJ6Fbe+fDGd6b6LE4CDkhxFu+a+Dzc/qGljPkxr4X9K2m2Y59EuNz0QuKSqjtrI/L+T9pS6rbj5YTj7A4dX1ZfgN9/fK4GPdLe/fZp2wLIn8GTgaVV1zYhlfxZ4T5LX0Q4i/5h2N8Yo/077Hbw/cNjghCRH02oTTqU11NyH9n93yEY+m5aaxW75N66Bdjb0ve71trQfkO8MDN8fKn8I8K7FjruvA60VcHXDTbQf6TW0KsC7jfjuBlvXP4T2Q/wzWgI/n3b2f7uBefajJfbrunlXDi9naB1ruXXr+jXAnwA/pJ0NfY2h1uS06u7/oJ0NX0CrTl3NLVvNb007E72sW//qwXUMLe9+tER2TbdNPsZAC/HpPsOoZU2z3f8PrZbkeloyesXQ9L2ZW+v6qeFq2tnmscBe08zzbNplh2tpT9I7Dfi/m7DNn0NruX4tLek8aMT3dwpDreVn+i66aYcBP6G11P8o8MTBbbGR/WcH2i2dP+m27UW02+weNsM2nFre1HBt950cBzximnkeS3uWwdXdPvcd2q2iywf+ry4fKL+MdkfBZV3547n5jo1Rn+OjtJb2WwyNP7D7Ln5B2zfPAg5a7N8Rh7kP6b7Q3umq6/+zqu7THQmfU1XTNqBK8m3g/6uBlr6SxiftwTT3qar5tEjXJuraAVxAe9rhGxY7Ho1HL1vXD6t2i9L5SQ6A9uCHDHSqkeTetEY30zb8kqQ+SOvQ6Q+At9MuMxy9yCFpjHqZ5JN8nJawfyftEaAH0RqfHJTkTFrL3ScNzPIM2oNF+lmtIUk32xn4Ju0piy+qqosWOR6NUW+r6yVJuq2byJl8kiPTOqq4MsnP0vqgnvZhHLm5o4gNA4PXyiVJmoNJVdffSGtpe2dgL9pjLVdvbJ6q2nZgeOiYY5QkqVcWpbo+yf7AJ6pq+2mm7w18rqrmfB//TjvtVCtXrpxXfJIkbS5OP/30y6tq5GO+F+thOI8CztxImWVJfgJsSbvX9rVVNXKeJAfT7ldmt912Y82aNaOKSZLUO93DuUaaeOv6JE+lPS3qZTMU+wFwX9rToO5NexDDF5LsPKpwVR1TVauqatWKFbPts0SSpH6baJLv7lM/FnhiVZ0xXbmquqSqzqyqG6pqfVUdRnvy0mMnFaskSZu7iSX5rnODo4EnVNUXN1Z+hJuYuc9xSZI0YFK30L2U9jzlx1TV12ZRft8k90iyRZJtu84u7gqcPOZQJUnqjUmdyb8T2B744uC971MTkzxr8D3tNrvP0zqOOA94MPDoal0eSpKkWZhI6/qqmrGavaqOo/XENPX+KFof1ZIkaRP18tn1kiTJJC9JUm+Z5CVJ6imTvCRJPWWSlySppxbr2fWSFsjKQ09a7BAAWHvE4xY7BElDPJOXJKmnTPKSJPWUSV6SpJ4yyUuS1FMmeUmSesokL0lST5nkJUnqKZO8JEk9ZZKXJKmnTPKSJPWUSV6SpJ4yyUuS1FMmeUmSesokL0lST5nkJUnqKZO8JEk9ZZKXJKmnTPKSJPWUSV6SpJ4yyUuS1FMmeUmSesokL0lST5nkJUnqKZO8JEk9ZZKXJKmnTPKSJPWUSV6SpJ4yyUuS1FMmeUmSesokL0lST5nkJUnqKZO8JEk9ZZKXJKmnTPKSJPWUSV6SpJ4yyUuS1FMmeUmSesokL0lST00kySc5MsnZSa5M8rMkxya500bm2b+b59ok30uy3yRilSSpLyZ1Jn8j8GzgzsBewC7A6ukKJ9kT+BTwVmCH7u8JSVaOO1BJkvpiIkm+ql5bVd+uql9X1TrgncDeM8zyPOD0qvpoVV1fVccBZ3TjJUnSLCzWNflHAWfOMH0v4PShcWd0428lycFJ1iRZs27dugUKUZKkzdvEk3ySpwIvBl42Q7HtgCuGxq0Hth9VuKqOqapVVbVqxYoVCxKnJEmbu4km+SQHAMcCT6yqM2YoehXtWvygHYErxxSaJEm9M7Ekn+T5wNHAE6rqixspfiZw/6Fx92PmKn5JkjRgUrfQvRR4B/CYqvraLGb5MLAqyTOTbJnkmcADgA+NM05JkvpkUmfy76RdT/9ikg1Tw9TEJM8afF9V5wJ/AryeVkX/euApVbV2QvFKkrTZWz6JlVRVNjL9OOC4oXGfAT4zzrgkSeozH2srSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqacmluSTPCPJV5JcmeSGjZRdmaSSXJ1kQzdcNKlYJUnqg+UTXNcvgfcCtweOmeU8v1NVJndJkjbBxJJ8VZ0MkGTvSa1TkqTbsqV+Tf60JOuSnOLBgSRJc7NUk/zlwEOAPYCVwPHAp5P871GFkxycZE2SNevWrZtclJIkLWFLMslX1YaqOrWqrq+qq6vqXcBXgQOmKX9MVa2qqlUrVqyYbLCSJC1RSzLJT+MmIIsdhCRJm4tJ3kK3LMnWwFbd+6274VaJO8mDk9wnyfKuzMHAI4ETJhWvJEmbu0meyT8HuBY4GVjWvb4W2D3JI7p74Xfryu4B/DtwBfDTbt4nVNXpE4xXkqTN2iRvoVsNrJ5m8lpg24GyHwc+PvagJEnqsc3pmrwkSZoDk7wkST1lkpckqadM8pIk9dSsk3yS100z/rCFC0eSJC2UuZzJHzLN+FcvRCCSJGlhbfQWuiQ7dy+3SHJ3bvnUuXsCvxpHYJIkaX5mc5/8RUANvJ4S4EbgDQsdlCRJmr/ZJPk9aAn9O8BeA+NvAtZV1XVjiEuSJM3TRpN8VV3QvdxxvKFIkqSFNKfH2iZ5CLAK2G5wfFW9ZSGDkiRJ8zfrJJ/kcOC1tGr7qwcmFWCSlyRpiZnLmfyLgUdU1WnjCkaSJC2cudwnH+Bb4wpEkiQtrLkk+fcBB40rEEmStLDmUl3/IOBVSV4KXDw4oar2W9CoJEnSvM0lyX+lGyRJ0mZg1km+qt40zkAkSdLCmsstdA+dblpVfX1hwpEkSQtlLtX1Xx0xbuqZ9ssWIBZJkrSAZt26vqq2GByAXYAPAQeMLTpJkrTJ5nIL3S1U1c+AlwFHLlw4kiRpoWxyku/cDrjLQgQiSZIW1lwa3r12aNQ2wJOBzy5kQJIkaWHMpeHdo4feXwV8Ajhq4cKRJEkLZS73ye8zzkAkSdLCmmt/8gEeCOwKXAh8q6pq5rkkSdJimMs1+V2BE4HfBS6jNbj7fpInVtWFY4pPkiRtorm0rn8nravZO1XVrsCdgdOAfxxHYJIkaX7mUl3/cGD3qroWoKo2JHkFsHYcgUmSpPmZy5n8dcAOQ+N2AK5fuHAkSdJCmUuSPwE4Icm+SfZMsi/wSeD48YQmSZLmYy5J/lDgLOAk4Mfd3+924yVJ0hIzlyR/f+BtwB2Au3V/3w7cbwxxSZKkeZpLkj8aqM5lA/fHHz2GuCRJ0jzNJcnvVlXnDY6oqnOB3Rc2JEmStBDmkuTXJdltcESS3YFfLGxIkiRpIcy1df1Hktw7ybIk9wY+CHxqPKFJkqT5mEuSfyNwCfA/tHvjzwbWAW8YQ1ySJGme5tIL3dXAnyZ5CbASWFtV68YVmCRJmp859UIH0CV2k7skSUvcXKrrJUnSZsQkL0lST5nkJUnqqYkl+STPSPKVJFcmuWEW5Vcl+WaSa5Kcm+TZk4hTkqS+mOSZ/C+B9wIv31jBJDsAn6b1cHdH4MXAPyd5yDgDlCSpT+bcun5TVdXJAEn2nkXxPwGuAd7WPSP/s0lOAA4GvjGuGCVJ6pOlek1+L+DbA53gAJzRjZckSbOwVJP8dsAVQ+PWA9uPKpzk4CRrkqxZt85b+CVJgqWb5K8CdhgatyNw5ajCVXVMVa2qqlUrVqwYd2ySJG0WlmqSPxO479C4+3XjJUnSLEzyFrplSbYGtureb90NGVH8BGCbJK9OslWSR9Ea4x0zqXglSdrcTfJM/jnAtcDJwLLu9bXA7kkekWTDVH/1VbUe+GPgANq1+WOBF1eVLeslSZqlSd5CtxpYPc3ktcC2Q+W/BTxwrEFJktRjS/WavCRJmieTvCRJPWWSlySpp0zykiT1lElekqSeMslLktRTJnlJknrKJC9JUk+Z5CVJ6imTvCRJPWWSlySpp0zykiT1lElekqSeMslLktRTJnlJknrKJC9JUk+Z5CVJ6imTvCRJPWWSlySpp0zykiT1lElekqSeMslLktRTJnlJknpq+WIHIKkfVh560mKHAMDaIx632CFIS4Zn8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6amJJPsmyJG9Psi7JVUmOT7LTNGX3TlJJNgwMX59UrJIk9cEkz+QPBZ4EPAjYpRv3kRnK31hV2w4MDx17hJIk9cjyCa7rYODNVXUeQJLXAD9OsntVXTDBOCRJuk2YyJl8kh2B3YDTp8ZV1bnAlcBe08y2LMlPklyS5KQk05WTJEkjTKq6frvu7xVD49cD248o/wPgvsAewL2Bs4AvJNl51MKTHJxkTZI169atW5CAJUna3E0qyV/V/d1haPyOtLP5W6iqS6rqzKq6oarWV9VhwC+Ax45aeFUdU1WrqmrVihUrFjJuSZI2WxNJ8lW1HrgQuP/UuCR70s7iz5rlYm4CsuDBSZLUU5NsXX8McEiSPZJsDxwJnFxVa4cLJtk3yT2SbJFk2ySHA3cFTp5gvJIkbdYmmeSPAE4EvgX8FFgGPBsgybOSbBgouxfweVo1/3nAg4FHV9VPJhivJEmbtYndQldVNwKv6obhaccBxw28Pwo4alKxSZLURz7WVpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7wkST1lkpckqadM8pIk9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPLV/sACRpIa089KTFDgGAtUc8brFDkDyTlySpr0zykiT1lElekqSeMslLktRTJnlJknrKJC9JUk+Z5CVJ6imTvCRJPWWSlySpp3zinTQPS+XpapI0imfykiT1lGfykjQGS6WWx2fo37Z5Ji9JUk+Z5CVJ6imTvCRJPWWSlySpp2x4J0k9thQaANr4b/F4Ji9JUk+Z5CVJ6imr6yVJY7UULhnAbfOygWfykiT1lGfykqTbhNtijYJn8pIk9dTEknySZUnenmRdkquSHJ9kpxnK75/k7CTXJvlekv0mFaskSX0wyTP5Q4EnAQ8CdunGfWRUwSR7Ap8C3grs0P09IcnK8YcpSVI/TDLJHwwcWVXnVdUVwGuA/ZPsPqLs84DTq+qjVXV9VR0HnNGNlyRJszCRhndJdgR2A06fGldV5ya5EtgLuGBolr0Gy3bO6MZLS6YBjSQtZZNqXb9d9/eKofHrge2nKT+q7O+PWniSg2k1BQAbkpyzSVGOthNw+QIub1MZxy0Zx9KKAYxjmHEsrRhgicSRIxc8jlE14sDkkvxV3d8dhsbvCFw5TfnZlqWqjgGO2fTwppdkTVWtGseyjcM4+hKDcRjHUo/hthrHRK7JV9V64ELg/lPjusZ12wNnjZjlzMGynft14yVJ0ixMsuHdMcAhSfZIsj1wJHByVa0dUfbDwKokz0yyZZJnAg8APjS5cCVJ2rxNMskfAZwIfAv4KbAMeDZAkmcl2TBVsKrOBf4EeD2tiv71wFOmOSAYt7FcBtgExnFLxnGzpRADGMcw47jZUogBboNxpKomtS5JkjRBPtZWkqSeMslLktRTJvkZJHlGkrOSXJ3kkiSvG5r+6iQ/7aZ/rrtjYKFjOCXJr5JsGBgeP+k4Bta1TZJzk9wwYtpY40jygSQ/SXJlkou793eccAy3S3J0kh91fTBc2PXJsPUk4+jW8dIkpyW5JsmPpynz3O77uqYr+4AxxDGnfikWaJ3PSPKVbl8YtS9OpO+LJEd267kyyc+SHJvkTkNlJvEd/G2S87s4LkvyySS7TTKGoXi2SPL1JJVkl4Hxk9gWq5P8eug38y+HykxseyT5oySndnFcnuS9E42jqhxGDMBzgIuBR9GeJ7Ad8L8Gpj8LuIx2q98dgH8EvgcsW+A4TgFeP8P0icQxsL53AZ8Dbph0HMB9gG261zsC/wJ8bMIxbAP8LXBvWuPR3WlPZ/zHRdg3ngY8FXgd8OMR0x8OXA3sB9yO9ijpS4HtFziO1wE/BPakPd/ieODT49j/Btb5GOCZwJ+P2Bf3BK6hNezdqvs+rgZWjiGOt9Bu790SWAF8Gvh/i/Ad3BvYoXt9B+Dvga9PMoaheF7Z/U4UsMuEt8Vq4H0zTJ/Y9gD2pj3I7WndurYG7j/R7TGuL3lzHmg1HD8FXjxDmS8Bfz3wftvuh+WRCxzLKcyc5CcSR7fsPwS+Azx6xA/rxOLolr8j8DFaHweLEsPAel4MnLWI2+JARif5DwEfGXgf2vMqnrfA678AOGjg/W93P+67j3O7d+vae8S++CbgK0PjvgK8cQLx7A9cOenvYCiGbYB3AD9fjBiAewHnAvfllkl+UvvjamZO8hPbHsA3gCMWMw6r60e7F7AzcLckP+iqv/4zyT0Gytzi+fpVtQH4EeN5vv7Lk/yiqxY8LMmWk44jyR2AY4EXAL8eUWRScRya5Crgl8CTaWfVE41hhEdxywc1LVYcw4bjKODbCxlHpumXgnbr62L1NbGYfV9sbF9Y8O9gSpI/S3IFsAF4GXD4IsSwBfAB4FW0M9hBE4sDeGr3m/nD7lLStpOOI8k2wAOB5UnO6KrqT0ky9aS7icRxm0vy3fWammH4G9rzjaFVhT4WWEk7wjoxydSjgKd7vv6oZ/FvahwAhwH3pFUFHkRLsm8eWNSk4ngrcGJVrZlmUZscxxxioKqOqKrtaFWyfwcMXoue1LYYnOflwCNpVdaLFsc05hXHHNbBBNYzF5P43LeS5Km0Wp2XLUYsVfWxqtoBuDstwX930jHQPvslVXXCiGmTiuNdtMsXOwFPof1/HrsIcdyRlmOfSatt2xn4b+C/uoPjicQxqWfXLyUvoR1lTucaWlIFeGdVnQ+Q5LW0s8d7Af/DHJ+vv4lxUFXfGBh3apK/oj1Y6LBu3NjjSPJw2sHOfWcoN584ZrUtBlXV+UlOpP3D7FZVN80zhjnHkeQVwCHAvlV14cCkicYxg+niOHeW8892HUyzntl+3oU23+0/Z0kOAI4GnlhVZ8wiloX8Dm6hqi5JcixwXtf4biIxdDWdrwSmeyb7ROKoqsFanLO7/9NTkhxYVb+aVBzc/L/xwao6CyDJW4FXAw+dVBy3uSTfVZ1umKlMWi9219KuJ91qEd3fqefr/3s3z7a0g4NZPV9/NnFM4ybatZspY48jyR8BuwIXJoHWyGhZksuB51fVifOJYx7bYjnwW7RrkFfNJ4a5xpHkDcCLaNfZh3s9XKx9Y9gt+oBI+/LuC3xqAZYNtH4pkkz1S/Gdbj0z9UsxCWcC+wyNux/w+XGsLMnzabVKT6iqr42IZazfwTSW0/4vdp5gDA+n1Th+r/udmKopPivJ6ycYx7CbplbZ/Z1IHFV1RZK13DqPVDdMZnssdEODvgzAe2g/UrvSWj6+i4EW0rQWu5fSfjxuD/wDcDYL25J7R+DxtIZb6dZ1DvB3A2UmEcf2wC4DwwHADd3r208iDuAuwHOBHbv39wK+ykADq0lsi249b6c1NvvtaaZPKo7ltNa6L6Qd/W8NbD0w/eG0g4VH0VqZv4rxta4/B9ij21f+DfjMQq5jxDqXdZ93v25f3LobQmv4dw2tmnTL7u+4Wte/FPg58AfTTB/7d0BLpi8B7tK93wU4ATi/20cmtR/cYeh34sG0ZLaK9hs2qTieMfA7cU/g68Dxk/6/6Nb1auAi4Pe67+I1tLu2dpjY9ljoD9WXgZbY3wv8gtbv7/8D9hgq8xrgZ90PyueZ5kd/HjGsAE6lXbe5inab0huBrSYZx4i49maoRfO44+i2xRe67+NqWpL9Z+CuE/5Odu9+uH7V/YNODWdP+juhXXet4WGozHOB82g1U98EHjCGOJbRWnNf3u2nnwJ2GvM+eOCoz06XyGmt3M/uPvfZwH5jiqNoDVEH94UNk/wOaEn+v2i3bV5NuzPouMF9bhL7wYi4VjLQun6C++MpA78T59NuJ9x+qMxEtgftoPPNwCW06+1fBO47yTh8dr0kST11m2tdL0nSbYVJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeopk7y0Geuec/++MS17t7Q+sHcex/JHrO/sJH86iXVJtxUmeWkRdL1R/SrJVUmuSHJeko8kecBixzalqi6sqm2r6mebuoyuQ50bhg8UkhzSTVs9sL7fr6p/nUfIw+se2wGQtLkwyUuL56+rartqPYftQ3uK36lJnrLIcS20HwLPn3rTPaP7BcD3Fy0i6TbCJC8tAVV1QVW9Hvgw8K4uEZLkDknekeT8tP6xP9P19jVSkrd0tQIbkpzbdYU7Ne1fk7xzqPyfJ/nx1PqGpq3szrZ36d4fnuTz3Tou64Y3zeLjvQ84aGAdewPX054pPri+tUme3b3eu6sB+NPuc1yR5BNJthsoX10PiQzO071+Da0Pged122JDkmXdtCcnOT3J+iTfT/Ksoc98cjftl2n9gP/OLD6jtCSZ5KWl5V9oPetNJZZjaX1jPxi4G3Aa8J9Jtpxm/v+hdXyxHa3jmrcmeUw37Wjg2UluN1D+BcD7avbPt/5D4EJa72ZPBF6b5GEbmeebtGfa/1H3/oXcsn/v6SyjdUCzF61DovvROoTZqKp6G+357R/qLjlsW1U3Jnk08H7g5cCdgOcB707yh92sb+k+311p/ZEfSOtiWtosmeSlpeWi7u+dk+wE/Bnwl1V1aVVdD7wJuDvwoFEzV9VHq+pn1XwBOInWyxW0zjF+DjwFIMnv0noIWz2H+H5YVf9cVTdU1am07mWn6z980LHAwUnuDDwO+Mgs13doVW2oqktpXffOZl0zeRnwzqr6SlXdVFXfBD5K6ygEWg3D3YA9q+rGqjqrqi6b5zqlRWOSl5aWXbq/P6d13QqtP+71SdbTetfaktYF8q0keWmS73ZVzeuBJ9B68KM7Wz+WdvZO9/c/q+qSOcR38dD7q2m1BhvzUeDRtO40T6qqn89inhurat0mrGsmewCHTG3PbhsdSKuZgNY16PnAiUkuTvKuJNvOc53SojHJS0vLn9K6Cj2H1hAP4J5VtePAcIeq+vjwjF21+ZHAi2hdve4InEjr7nLKauBhSe4FPIfZVZvPW1WtB/4DOAQ4ZoEWuwHYZuD98K1+N42Y5wLg8KHtuV1V/XEX57qqemlV3QN4GK39wGsWKF5p4kzy0hKQZNeuEduBwMu66vbLgI8B703yW125HZM8ZZqzy+2BG4F1QCV5HPDYwQLdmfF/0K79XwucPK7PNMKhtLP5Ly3Q8k6nNazbKslK4P8OTb8E2DPJ4O/cPwCvSPKIJMu6eR+QZBVA19Bvj66R4BW06vsbFyheaeJM8tLieUN3n/yVwJeBewAPrarjB8q8kHZWf0qSq4DvAgcAoxrKnUxrnf9N4HLgacAJI8odTWvE9oGqGnW2OxZVdXFVfX4Ojfw25iW0bfYL4BPcum3B+2hn+j/vquaXVdV/07bp22nb6GLgKGDqoOl+tIOQDcDZwBldWWmzlIX7f5O0OUiyB/AjYI+q+slixyNpfEzy0m1IkuXAu4E7V9UBix2PpPFavtgBSJqM7rrzl4DzgMcvcjiSJsAzeUmSesqGd5Ik9ZRJXpKknjLJS5LUUyZ5SZJ6yiQvSVJPmeQlSeqp/x8H0HLWlmGEBwAAAABJRU5ErkJggg=="},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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Departure Delay (minutes) Distribution\n","\n","import matplotlib.pyplot as plt\n","\n","bins = [-60,-50,-40,-30,-20,-10,0,10,20,30,40,50,60]\n","bins, counts = df_airlines_full.select('DEP_DELAY').rdd.map(lambda x:(x[0])).histogram(bins)\n","\n","fig, ax = plt.subplots(figsize=(8, 5))\n","plt.hist(bins[:-1], bins=bins, weights=counts)\n","plt.title(\"Distribution of Departure Delays\", fontdict = {'fontsize' : 15})\n","plt.xlabel(\"Delay in Minutes\", fontsize = 13)\n","plt.ylabel('count', fontsize = 13)\n","plt.xticks(bins)\n","plt.xticks(fontsize=13)\n","plt.yticks(fontsize=13)\n","plt.set_cmap(\"viridis\")\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a9c706a9-c7f1-4abd-a65d-096c340be9d8","showTitle":false,"title":""}},"outputs":[],"source":["delays = df_airlines_full.select(\"DEP_DELAY\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9f5b08b4-5d7e-42ff-bbbd-eedfd5098628","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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Showing the first 1000 rows.
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can only be rendered in Databricks"]},"metadata":{"application/vnd.databricks.v1.subcommand+json":{"bindings":{},"collapsed":false,"command":"%python\nif hasattr(dbutils, \"data\") and hasattr(dbutils.data, \"summarize\"):\n # setup\n __data_summary_display_orig = display\n __data_summary_dfs = []\n def __data_summary_display_new(df):\n # add only when result is going to be table type\n __data_summary_df_modules = [\"pandas.core.frame\", \"databricks.koalas.frame\", \"pyspark.sql.dataframe\", \"pyspark.pandas.frame\"]\n if (type(df).__module__ in __data_summary_df_modules and type(df).__name__ == 'DataFrame') or isinstance(df, list):\n __data_summary_dfs.append(df)\n display = __data_summary_display_new\n\n def __data_summary_user_code_fn():\n import base64\n exec(base64.standard_b64decode(\"ZGlzcGxheShkZWxheXMp\").decode())\n\n try:\n # run user code\n __data_summary_user_code_fn()\n\n # run on valid tableResultIndex\n if len(__data_summary_dfs) > 0:\n # run summarize\n if hasattr(__data_summary_dfs[0], \"to_spark\"):\n # koalas dataframe\n dbutils.data.summarize(__data_summary_dfs[0].to_spark())\n elif type(__data_summary_dfs[0]).__module__ == \"pandas.core.frame\":\n # pandas dataframe\n dbutils.data.summarize(spark.createDataFrame(__data_summary_dfs[0]))\n else:\n dbutils.data.summarize(__data_summary_dfs[0])\n else:\n displayHTML(\"dataframe no longer exists. If you're using dataframe.display(), use display(dataframe) instead.\")\n\n finally:\n display = __data_summary_display_orig\n del __data_summary_display_new\n del __data_summary_display_orig\n del __data_summary_dfs\n del __data_summary_user_code_fn\nelse:\n print(\"This DBR version does not support data profiles.\")","commandTitle":"Data Profile 1","commandType":"auto","commandVersion":0,"commentThread":[],"commentsVisible":false,"contentSha256Hex":null,"customPlotOptions":{},"datasetPreviewNameToCmdIdMap":{},"diffDeletes":[],"diffInserts":[],"displayType":"table","error":null,"errorSummary":null,"errorTraceType":null,"finishTime":1669347347414,"globalVars":{},"guid":"d656bece-1a65-42fe-b582-07c524710b86","height":"auto","hideCommandCode":false,"hideCommandResult":false,"iPythonMetadata":null,"inputWidgets":{},"isLockedInExamMode":false,"latestUser":"a user","latestUserId":null,"listResultMetadata":[["htmlSandbox",1130371]],"metadata":{},"nuid":"55ef95d5-3dfa-48a3-91ac-51ff6d4e43a6","origId":2647101326227593,"parentHierarchy":["7a22290e-b3ed-4243-9ec9-92e6abde9f8e"],"pivotAggregation":null,"pivotColumns":null,"position":4.800537109375,"resultDbfsErrorMessage":null,"resultDbfsStatus":"INLINED_IN_TREE","results":{"addedWidgets":{},"arguments":{},"data":[{"addedWidgets":{},"arguments":{},"data":"\n \n\n\n\n\n\n\n \n\n\n\n\n\n\n\n\n\n\n\n \n\n\n \n\n \n\n\n\n\n\n\n\n\n\n\n\n\n \n\n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n\n\n\n\n\n\n\n \n\n \n\n\n\n\n\n\n \n \n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n \n\n\n\n \n\n\n\n \n\n\n\n \n\n\n\n \n\n \n \n\n \n\n\n\n\n\n \n\n\n\n\n \n\n \n\n\n\n\n\n \n\n\n\n\n\n \n\n \n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n\n\n\n\n\n \n\n \n\n\n\n\n\n\n\n\n\n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n\n\n\n\n \n\n\n\n \n\n\n\n \n\n\n \n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n\n\n\n \n\n\n \n\n\n \n\n\n\n
\n
\n profiles generated in approximate mode\n
\n Reported distinct counts, item frequencies, percentiles and histograms may be approximate.\n
\n \n \n
\n
\n\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}],"datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"listResults"},"showCommandTitle":false,"startTime":1669347339699,"state":"finished","streamStates":{},"subcommandOptions":null,"submitTime":1669347338843,"subtype":"tableResultSubCmd.dataSummary","tableResultIndex":0,"useConsistentColors":false,"version":"CommandV1","width":"auto","workflows":[],"xColumns":null,"yColumns":null}},"output_type":"display_data"}],"source":["display(delays)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e8fbf88e-697b-45c2-83b8-9959c3c928c2","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[36]: 41577397"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[36]: 41577397","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines_full.count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"525adcd4-0361-42b0-881a-b20aaeaec3f6","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# airline carriers plot\n","df_carrier = df_airlines_full.groupBy(\"OP_CARRIER\",\"DEP_DEL15\").count().toPandas()\n","df_carrier['delay_percent'] = np.where(df_carrier.DEP_DEL15 == 1, df_carrier['count'] * 100 / df_carrier.groupby('OP_CARRIER')['count'].transform('sum'), 0)\n","df_carrier = df_carrier.sort_values(by='delay_percent',ascending=False)\n","\n","\n","fig, ax = plt.subplots(figsize=(8, 5))\n","plt.bar(df_carrier['OP_CARRIER'],df_carrier['delay_percent'])\n","plt.title(\"Percentage of Delayed Flights by Airline Carriers\", fontdict = {'fontsize' : 15})\n","plt.xlabel(\"Airline Carriers\", fontsize = 13)\n","plt.ylabel('Flight Delayed % of Total', fontsize = 13)\n","# plt.xticks(bins)\n","plt.xticks(fontsize=13)\n","plt.yticks(fontsize=13)\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a6e6d960-a801-4e11-bb99-84b25796688e","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# DOW delay plot\n","df_DOW = df_airlines_full.groupBy(\"DAY_OF_WEEK\",\"DEP_DEL15\").count().toPandas()\n","df_DOW['delay_percent'] = np.where(df_DOW.DEP_DEL15 == 1, df_DOW['count'] * 100 / df_DOW.groupby('DAY_OF_WEEK')['count'].transform('sum'), 0)\n","# df_DOW = df_DOW.sort_values(by='delay_percent',ascending=False)\n","\n","\n","fig, ax = plt.subplots(figsize=(8, 5))\n","plt.bar(df_DOW['DAY_OF_WEEK'],df_DOW['delay_percent'])\n","plt.title(\"Percentage of Delayed Flights by Day of Week\", fontdict = {'fontsize' : 15})\n","plt.xlabel(\"Day of Week\", fontsize = 13)\n","plt.ylabel('Flight Delayed % of Total', fontsize = 13)\n","# plt.xticks(bins)\n","plt.xticks(fontsize=13)\n","plt.yticks(fontsize=13)\n","plt.ylim([0, 35])\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bdffe54e-d445-4483-97d9-42181cd8ed57","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# DEP_TIME_BLK delay plot\n","from pyspark.sql.functions import substring\n","\n","df_deptime = df_airlines_full.withColumn(\"HOUR_DEPT\", substring('DEP_TIME_BLK',1,4)).groupBy(\"HOUR_DEPT\",\"DEP_DEL15\").count().toPandas()\n","df_deptime['delay_percent'] = np.where(df_deptime.DEP_DEL15 == 1, df_deptime['count'] * 100 / df_deptime.groupby('HOUR_DEPT')['count'].transform('sum'), 0)\n","df_deptime = df_deptime.sort_values(by='HOUR_DEPT',ascending=True)\n","\n","\n","fig, ax = plt.subplots(figsize=(15, 5))\n","plt.bar(df_deptime['HOUR_DEPT'],df_deptime['delay_percent'])\n","plt.title(\"Percentage of Departure Time Block\", fontdict = {'fontsize' : 15})\n","plt.xlabel(\"Departure Time Block\", fontsize = 13)\n","plt.ylabel('Flight Delayed % of Total', fontsize = 13)\n","# plt.xticks(bins)\n","plt.xticks(fontsize=13)\n","plt.yticks(fontsize=13)\n","plt.ylim([0, 35])\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cd4f28b0-fb1d-442d-9c48-e73bfec1eec2","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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HOUR_DEPTDEP_DEL15countdelay_percent
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Showing the first 1000 rows.
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.733],[42.083,-87.833],[28.014,-82.345],[37.208,-80.408],[47.049,-109.458],[44.171,-114.927],[34.85,-102.333],[38.586,-77.711],[42.584,-110.108],[30.067,-85.583],[46.483,-122.817],[28.058,-95.872],[61.949,-147.169],[32.701,-80.003],[34.317,-84.417],[36.372,-94.107],[41.633,-91.543],[48.856,-95.697],[35.256,-81.601],[45.506,-91.981],[40.12,-76.294],[42.9,-72.267],[28.367,-97.667],[30.626,-88.068],[35.042,-106.616],[39.484,-119.771],[40.65,-86.15],[41.7,-94.917],[42.126,-86.428],[45.546,-100.408],[48.717,-94.6],[45.78,-96.545],[27.85,-82.517],[36.654,-83.218],[33.78,-82.816],[26.833,-96.933],[61.536,-160.341],[55.357,-131.712],[40.167,-105.167],[40.924,-88.625],[37.67,-95.484],[40.355,-79.922],[44.077,-91.708],[38.527,-77.859],[37.143,-107.76],[42.361,-71.01],[38.915,-82.099],[61.572,-149.541],[34.689,-86.006],[30.833,-93.333],[31.578,-94.709],[48.941,-97.903],[35.818,-83.986],[40.783,-91.125],[40.068,-118.569],[44.883,-93.229],[71.333,-156.65],[33.593,-95.064],[28.083,-87.983],[30.243,-98.91],[44.074,-93.553],[31.356,-85.751],[32.826,-116.973],[35.534,-97.647],[44.769,-106.969],[44.517,-108.082],[55.206,-132.828],[34.9,-76.883],[37.709,-113.094],[44.65,-73.467],[39.016,-87.65],[39.275,-103.666],[33.861,-90.758],[46.921,-114.093],[47.493,-122.214],[38.722,-88.176],[44.533,-69.667],[45.407,-83.813],[37.601,-81.559],[56,-134.133],[37.75,-87.167],[39.367,-101.693],[41.764,-96.178],[42.92,-112.571],[28.101,-80.644],[35.096,-97.966],[35.23,-101.704],[40.876,-74.283],[28.95,-81.967],[27.401,-82.559],[38.483,-106.317],[30.038,-91.884],[32.852,-96.856],[42.597,-95.241],[45.865,-84.637],[45.818,-88.114],[38.665,-88.453],[37.95,-79.817],[32.633,-108.167],[42.188,-112.248],[44.783,-88.55],[28.517,-80.8],[28.725,-96.254],[32.84,-105.991],[40.078,-83.078],[38.876,-98.809],[39.8,-121.85],[40.606,-95.864],[45.283,-118],[47.622,-117.528],[31.846,-86.611],[30.4,-81.417],[32.131,-81.202],[29.333,-89.408],[38.95,-74.883],[60.476,-151.034],[38.96,-94.371],[38.356,-119.519],[32.931,-96.435],[29.566,-90.66],[33.19,-96.591],[35.224,-80.955],[41.073,-71.923],[41.299,-93.114],[40.206,-100.591],[45.072,-83.564]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"lat","type":"\"double\""},{"metadata":"{}","name":"lon","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["df_stations2 = df_stations.select(['lat','lon']).distinct().collect()\n","display(df_stations2)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1c20b603-ea3c-4ac1-b5c7-0d3218cba10b","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[7]: DataFrame[FLIGHT_TIMESTAMP: timestamp, YEAR: int, MONTH: int, DAY_OF_MONTH: int, CANCELLED: double, DEP_DELAY: double, CARRIER_DELAY: double, WEATHER_DELAY: double, NAS_DELAY: double, SECURITY_DELAY: double, LATE_AIRCRAFT_DELAY: double]"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[7]: DataFrame[FLIGHT_TIMESTAMP: timestamp, YEAR: int, MONTH: int, DAY_OF_MONTH: int, CANCELLED: double, DEP_DELAY: double, CARRIER_DELAY: double, WEATHER_DELAY: double, NAS_DELAY: double, SECURITY_DELAY: double, LATE_AIRCRAFT_DELAY: double]","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_delay_cause = df_airlines.select('FLIGHT_TIMESTAMP',\n"," \"YEAR\", \n"," \"MONTH\",\n"," \"DAY_OF_MONTH\",\n"," 'CANCELLED',\n"," 'DEP_DELAY',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY') \\\n"," .filter(col('DEP_DELAY') >= 15).fillna(0, subset=[\"CARRIER_DELAY\",\"WEATHER_DELAY\",\"NAS_DELAY\",\"SECURITY_DELAY\",\"LATE_AIRCRAFT_DELAY\"])\n","df_delay_cause"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5f8df81d-2c85-46a8-9857-2dac3994e17a","showTitle":false,"title":""}},"outputs":[],"source":["# cols_to_select = [col for col in df_airlines where col.contains('DEL')]\n","# display(df_airlines.filter(col(\"NAS_DELAY\") == 45).select(cols_to_select))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1c9265f2-1fa0-466f-a713-a8dbb5c26fc5","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
FLIGHT_TIMESTAMPYEARMONTHDAY_OF_MONTHCANCELLEDDEP_DELAYCARRIER_DELAYWEATHER_DELAYNAS_DELAYSECURITY_DELAYLATE_AIRCRAFT_DELAY
2015-02-04T03:55:00.000+00002015230.051.00.051.030.00.00.0
2015-02-16T15:39:00.000+000020152160.0114.00.00.012.00.0114.0
2015-02-18T14:00:00.000+000020152180.041.040.00.00.00.00.0
2015-02-02T20:35:00.000+00002015220.0161.054.00.00.00.0106.0
2015-07-04T19:06:00.000+00002015740.053.043.00.00.00.00.0
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["2015-02-04T03:55:00.000+0000",2015,2,3,0,51,0,51,30,0,0],["2015-02-16T15:39:00.000+0000",2015,2,16,0,114,0,0,12,0,114],["2015-02-18T14:00:00.000+0000",2015,2,18,0,41,40,0,0,0,0],["2015-02-02T20:35:00.000+0000",2015,2,2,0,161,54,0,0,0,106],["2015-07-04T19:06:00.000+0000",2015,7,4,0,53,43,0,0,0,0]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"YEAR","type":"\"long\""},{"metadata":"{}","name":"MONTH","type":"\"long\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"long\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_delay_cause.take(5))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5ef39405-714d-4604-a97e-c37b4d48ad23","showTitle":false,"title":""}},"outputs":[],"source":["df_delay_cause = df_delay_cause.withColumn('TOTAL_DELAY', (col('CARRIER_DELAY') + col('WEATHER_DELAY') + col('NAS_DELAY') + col('SECURITY_DELAY') + col('LATE_AIRCRAFT_DELAY')))\n","df_delay_cause = df_delay_cause.withColumn('DELAY_DIFF', col('DEP_DELAY') - col('TOTAL_DELAY'))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1660afa7-e545-4afd-99ea-2d026f89f2d2","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdbutils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummarize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_delay_cause\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mc\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mc\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdf_delay_cause\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mc\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m'FLIGHT_TIMESTAMP'\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\n","\u001b[0;32m/databricks/python_shell/dbruntime/datautils/DataHandler.py\u001b[0m in \u001b[0;36msummarize\u001b[0;34m(self, df, precise)\u001b[0m\n","\u001b[1;32m 36\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misStreaming\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 37\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Spark Streaming inputs are not supported.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 38\u001b[0;31m return self.displayHTML(self.entry_point.getDbutils().data().getSummaryHTML(\n","\u001b[0m\u001b[1;32m 39\u001b[0m df._jdf, precise))\n","\u001b[1;32m 40\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n","\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n","\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\n","\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o729.getSummaryHTML.\n",": org.apache.spark.SparkException: Job aborted due to stage failure: Task 173 in stage 39.0 failed 4 times, most recent failure: Lost task 173.3 in stage 39.0 (TID 1113) (10.139.64.24 executor 1): java.lang.NullPointerException\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","Caused by: java.lang.NullPointerException\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdbutils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummarize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_delay_cause\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mc\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mc\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdf_delay_cause\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mc\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m'FLIGHT_TIMESTAMP'\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\n\u001b[0;32m/databricks/python_shell/dbruntime/datautils/DataHandler.py\u001b[0m in \u001b[0;36msummarize\u001b[0;34m(self, df, precise)\u001b[0m\n\u001b[1;32m 36\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misStreaming\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Spark Streaming inputs are not supported.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 38\u001b[0;31m return self.displayHTML(self.entry_point.getDbutils().data().getSummaryHTML(\n\u001b[0m\u001b[1;32m 39\u001b[0m df._jdf, precise))\n\u001b[1;32m 40\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\n\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o729.getSummaryHTML.\n: org.apache.spark.SparkException: Job aborted due to stage failure: Task 173 in stage 39.0 failed 4 times, most recent failure: Lost task 173.3 in stage 39.0 (TID 1113) (10.139.64.24 executor 1): java.lang.NullPointerException\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\nCaused by: java.lang.NullPointerException\n","errorSummary":"org.apache.spark.SparkException: Job aborted due to stage failure: Task 173 in stage 39.0 failed 4 times, most recent failure: Lost task 173.3 in stage 39.0 (TID 1113) (10.139.64.24 executor 1): java.lang.NullPointerException","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["dbutils.data.summarize(df_delay_cause.select([c for c in df_delay_cause.columns if c not in {'FLIGHT_TIMESTAMP'}]))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6f01cfb7-55ed-46bc-9569-69e1483d5a2b","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["\n","org.apache.spark.SparkException: Job aborted due to stage failure: Task 182 in stage 42.0 failed 4 times, most recent failure: Lost task 182.3 in stage 42.0 (TID 1334) (10.139.64.24 executor 1): java.lang.NullPointerException\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","Caused by: java.lang.NullPointerException"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"org.apache.spark.SparkException: Job aborted due to stage failure: Task 182 in stage 42.0 failed 4 times, most recent failure: Lost task 182.3 in stage 42.0 (TID 1334) (10.139.64.24 executor 1): java.lang.NullPointerException\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\nCaused by: java.lang.NullPointerException\n","errorSummary":"NullPointerException: ","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["display(df_delay_cause.select(sum('TOTAL_DELAY')))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e315f542-d0e5-4ddc-bcca-1664028d4d15","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["\n","org.apache.spark.SparkException: Job aborted due to stage failure: Task 195 in stage 44.0 failed 4 times, most recent failure: Lost task 195.3 in stage 44.0 (TID 1540) (10.139.64.23 executor 2): java.lang.NullPointerException\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","Caused by: java.lang.NullPointerException"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"org.apache.spark.SparkException: Job aborted due to stage failure: Task 195 in stage 44.0 failed 4 times, most recent failure: Lost task 195.3 in stage 44.0 (TID 1540) (10.139.64.23 executor 2): java.lang.NullPointerException\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\nCaused by: java.lang.NullPointerException\n","errorSummary":"NullPointerException: ","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["display(df_delay_cause.select(sum('DEP_DELAY')))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"b00248d2-6aff-49ea-83c7-dbef5fa86d35","showTitle":false,"title":""}},"outputs":[],"source":["# df_delay_cause.filter(col(\"DELAY_DIFF\") != 0).count() , df_delay_cause.select(mean(\"DELAY_DIFF\")).collect()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"652f298d-a7b7-4bb2-9b81-a5d0fae6aa2d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
FLIGHT_TIMESTAMPYEARMONTHDAY_OF_MONTHCANCELLEDDEP_DELAYCARRIER_DELAYWEATHER_DELAYNAS_DELAYSECURITY_DELAYLATE_AIRCRAFT_DELAYTOTAL_DELAYDELAY_DIFF
2015-02-04T03:55:00.000+00002015230.051.00.051.030.00.00.081.0-30.0
2015-02-16T15:39:00.000+000020152160.0114.00.00.012.00.0114.0126.0-12.0
2015-02-18T14:00:00.000+000020152180.041.040.00.00.00.00.040.01.0
2015-02-02T20:35:00.000+00002015220.0161.054.00.00.00.0106.0160.01.0
2015-07-04T19:06:00.000+00002015740.053.043.00.00.00.00.043.010.0
2015-02-21T20:55:00.000+000020152210.048.00.00.00.00.041.041.07.0
2015-02-09T13:30:00.000+00002015290.023.00.00.066.00.00.066.0-43.0
2015-02-09T12:11:00.000+00002015290.025.025.00.025.00.00.050.0-25.0
2015-07-28T21:51:00.000+000020157280.034.00.00.00.00.015.015.019.0
2015-07-28T20:23:00.000+000020157280.0115.00.014.02.00.0101.0117.0-2.0
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["2015-02-04T03:55:00.000+0000",2015,2,3,0,51,0,51,30,0,0,81,-30],["2015-02-16T15:39:00.000+0000",2015,2,16,0,114,0,0,12,0,114,126,-12],["2015-02-18T14:00:00.000+0000",2015,2,18,0,41,40,0,0,0,0,40,1],["2015-02-02T20:35:00.000+0000",2015,2,2,0,161,54,0,0,0,106,160,1],["2015-07-04T19:06:00.000+0000",2015,7,4,0,53,43,0,0,0,0,43,10],["2015-02-21T20:55:00.000+0000",2015,2,21,0,48,0,0,0,0,41,41,7],["2015-02-09T13:30:00.000+0000",2015,2,9,0,23,0,0,66,0,0,66,-43],["2015-02-09T12:11:00.000+0000",2015,2,9,0,25,25,0,25,0,0,50,-25],["2015-07-28T21:51:00.000+0000",2015,7,28,0,34,0,0,0,0,15,15,19],["2015-07-28T20:23:00.000+0000",2015,7,28,0,115,0,14,2,0,101,117,-2]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"YEAR","type":"\"long\""},{"metadata":"{}","name":"MONTH","type":"\"long\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"long\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""},{"metadata":"{}","name":"TOTAL_DELAY","type":"\"double\""},{"metadata":"{}","name":"DELAY_DIFF","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_delay_cause.take(10))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a5af3167-ec66-4bb2-815e-32b8f20f8e58","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"771dbb7f-ee86-4bf3-844e-a1e139f8b1e2","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[16]: "]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[16]: ","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_delay_cause.select('YEAR','DEP_DELAY','TOTAL_DELAY','DELAY_DIFF',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY').groupby(\"YEAR\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"36b00695-743c-4193-9272-4ad45e59c7e3","showTitle":false,"title":""}},"outputs":[],"source":["df_delay_cause_yrly = df_delay_cause.select('YEAR','DEP_DELAY','TOTAL_DELAY','DELAY_DIFF',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY').groupby(\"YEAR\").sum()\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_CARRIER_DELAY\", 100 * col('sum(CARRIER_DELAY)')/col('sum(TOTAL_DELAY)'))\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_WEATHER_DELAY\", 100 * col('sum(WEATHER_DELAY)')/col('sum(TOTAL_DELAY)'))\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_NAS_DELAY\", 100 * col('sum(NAS_DELAY)')/col('sum(TOTAL_DELAY)'))\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_SECURITY_DELAY\", 100 * col('sum(SECURITY_DELAY)')/col('sum(TOTAL_DELAY)'))\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_LATE_AIRCRAFT_DELAY\", 100 * col('sum(LATE_AIRCRAFT_DELAY)')/col('sum(TOTAL_DELAY)'))\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_ALL_CAUSES\", col(\"pct_CARRIER_DELAY\") + col(\"pct_WEATHER_DELAY\") + col(\"pct_NAS_DELAY\") + col(\"pct_SECURITY_DELAY\")+ col(\"pct_LATE_AIRCRAFT_DELAY\"))\n","# %_columns = [column for column in df_delay_cause_yrly.columns if column.startswith(\"pct_\")]\n","# df_delay_cause_yrly = df_delay_cause_yrly.select(selected_columns)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bcd89b7a-11a6-4e4f-a7cb-3ce9ff182ff8","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["+----+------------------+-----------------+------------------+-------------------+-----------------------+\n","|YEAR| pct_CARRIER_DELAY|pct_WEATHER_DELAY| pct_NAS_DELAY| pct_SECURITY_DELAY|pct_LATE_AIRCRAFT_DELAY|\n","+----+------------------+-----------------+------------------+-------------------+-----------------------+\n","|2018|32.486061356854975|6.126753055076157| 17.80592181253192|0.15235844676224997| 43.4289053287747|\n","|2015| 34.72878540907606|5.365156570939749|16.091202421358833| 0.1329123292930823| 43.68194326933228|\n","|2019|32.842125263960426|5.945791805402936|17.923019415656956|0.14632164165124373| 43.14274187332843|\n","|2020|46.036924681481764|7.855169550060215|12.865454655657686| 0.2538434435576843| 32.988607669242654|\n","|2016| 35.21084262688317|4.703110097151771|17.056881057671006|0.14170236931725347| 42.8874638489768|\n","|2017| 33.49151309469986|4.593004461348649| 18.87478760659476| 0.1500635758573107| 42.890631261499415|\n","|2021| 43.02291403323208|7.414640681002535| 10.83157653740144| 0.3585927043222928| 38.37227604404165|\n","+----+------------------+-----------------+------------------+-------------------+-----------------------+\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"+----+------------------+-----------------+------------------+-------------------+-----------------------+\n|YEAR| pct_CARRIER_DELAY|pct_WEATHER_DELAY| pct_NAS_DELAY| pct_SECURITY_DELAY|pct_LATE_AIRCRAFT_DELAY|\n+----+------------------+-----------------+------------------+-------------------+-----------------------+\n|2018|32.486061356854975|6.126753055076157| 17.80592181253192|0.15235844676224997| 43.4289053287747|\n|2015| 34.72878540907606|5.365156570939749|16.091202421358833| 0.1329123292930823| 43.68194326933228|\n|2019|32.842125263960426|5.945791805402936|17.923019415656956|0.14632164165124373| 43.14274187332843|\n|2020|46.036924681481764|7.855169550060215|12.865454655657686| 0.2538434435576843| 32.988607669242654|\n|2016| 35.21084262688317|4.703110097151771|17.056881057671006|0.14170236931725347| 42.8874638489768|\n|2017| 33.49151309469986|4.593004461348649| 18.87478760659476| 0.1500635758573107| 42.890631261499415|\n|2021| 43.02291403323208|7.414640681002535| 10.83157653740144| 0.3585927043222928| 38.37227604404165|\n+----+------------------+-----------------+------------------+-------------------+-----------------------+\n\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_delay_cause_yrly.select(\"YEAR\",\"pct_CARRIER_DELAY\",\"pct_WEATHER_DELAY\",\"pct_NAS_DELAY\",\"pct_SECURITY_DELAY\",\"pct_LATE_AIRCRAFT_DELAY\").show()#, \"pct_ALL_CAUSES\"))"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9142672b-d046-4124-a665-9e494bd0fa00","showTitle":false,"title":""}},"source":["### WEATHER DELAY is encoded for \"severe\" weather delays and likely underestimates total delays in minutes from WEATHER."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a1b8342b-9e7c-43ba-aab0-9e23258255e3","showTitle":false,"title":""}},"outputs":[],"source":["'''\n","How many flights were really delayed by weather?\n","A true picture of total weather-related delays requires several steps. First, the extreme weather delays must be combined with the NAS weather category. Second, a calculation must be made to determine the weather-related delays included in the \"late-arriving aircraft\" category. Airlines do not report the causes of the late-arriving aircraft but an allocation can be made using the proportion of weather related-delays and total flights in the other categories. Adding the weather-related delays to the extreme weather and NAS weather categories would result in weather's share of all flight delays.\n","\n","Source:\n","https://www.bts.gov/topics/airlines-and-airports/understanding-reporting-causes-flight-delays-and-cancellations\n","\n","'''\n","\n","'''\n","A flight is considered delayed when it arrived 15 or more minutes than the schedule (see definitions in Frequently Asked Questions). Delayed minutes are calculated for delayed flights only.\n","Weather delay in this section is the sum of Extreme Weather delays, NAS delays caused by the weather as assigned by the FAA (see National Aviation System Delay by Cause), and the Weather's pro-rata share of late-arriving-aircraft delays based on delay minutes.\n","No detailed data is available for a specific carreir at a specific airport.\n","\n","SOURCE: Bureau of Transportation Statistics, Airline Service Quality Performance 234 and Federal Aviation Administration OPSNET\n","'''\n","WEATHER_NAS_15 = 0.6444\n","WEATHER_NAS_16 = 0.66\n","WEATHER_NAS_17 = 0.6325\n","WEATHER_NAS_18 = 0.6796\n","WEATHER_NAS_19 = 0.6986\n","WEATHER_NAS_20 = 0.5616\n","WEATHER_NAS_21 = 0.5917\n","\n","\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_NAS_DELAY_weather\", when(df_delay_cause_yrly.YEAR == 2015, col(\"pct_NAS_DELAY\") * WEATHER_NAS_15)\n"," .when(df_delay_cause_yrly.YEAR == 2016, col(\"pct_NAS_DELAY\") * WEATHER_NAS_16)\n"," .when(df_delay_cause_yrly.YEAR == 2017, col(\"pct_NAS_DELAY\") * WEATHER_NAS_17)\n"," .when(df_delay_cause_yrly.YEAR == 2018, col(\"pct_NAS_DELAY\") * WEATHER_NAS_18)\n"," .when(df_delay_cause_yrly.YEAR == 2019, col(\"pct_NAS_DELAY\") * WEATHER_NAS_19)\n"," .when(df_delay_cause_yrly.YEAR == 2020, col(\"pct_NAS_DELAY\") * WEATHER_NAS_20)\n"," .when(df_delay_cause_yrly.YEAR == 2021, col(\"pct_NAS_DELAY\") * WEATHER_NAS_21))\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_LATE_AIRCRAFT_DELAY_weather\", col(\"pct_LATE_AIRCRAFT_DELAY\") * (col(\"pct_NAS_DELAY_weather\") + col(\"pct_WEATHER_DELAY\"))/100)\n","df_delay_cause_yrly = df_delay_cause_yrly.withColumn(\"pct_WEATHER_DELAY_adj\", col(\"pct_WEATHER_DELAY\") + col(\"pct_NAS_DELAY_weather\") + col(\"pct_LATE_AIRCRAFT_DELAY_weather\"))\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"42549672-569a-446d-af8f-b1403dbf9ae2","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["+-------------------+--------------------------+---------------------------------------------+------------------+\n","|Extreme Weather (%)|NAS Related to Weather (%)|Late-arriving Aircraft Related to Weather (%)| Total Weather (%)|\n","+-------------------+--------------------------+---------------------------------------------+------------------+\n","| 6.126753055076157| 12.100904463796693| 7.916072127524573| 26.14372964639742|\n","| 5.365156570939749| 10.369170840323632| 6.873059973599068| 22.60738738486245|\n","| 5.945791805402936| 12.52102136377795| 7.967089537809531|26.433902706990416|\n","| 7.855169550060215| 7.225239334617356| 4.974816921883896|20.055225806561467|\n","| 4.703110097151771| 11.257541498062865| 6.845118682958815| 22.80577027817345|\n","| 4.593004461348649| 11.938303161171186| 7.090382195079127| 23.62168981759896|\n","| 7.414640681002535| 6.409043837180432| 5.304462382774617|19.128146900957585|\n","+-------------------+--------------------------+---------------------------------------------+------------------+\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"+-------------------+--------------------------+---------------------------------------------+------------------+\n|Extreme Weather (%)|NAS Related to Weather (%)|Late-arriving Aircraft Related to Weather (%)| Total Weather (%)|\n+-------------------+--------------------------+---------------------------------------------+------------------+\n| 6.126753055076157| 12.100904463796693| 7.916072127524573| 26.14372964639742|\n| 5.365156570939749| 10.369170840323632| 6.873059973599068| 22.60738738486245|\n| 5.945791805402936| 12.52102136377795| 7.967089537809531|26.433902706990416|\n| 7.855169550060215| 7.225239334617356| 4.974816921883896|20.055225806561467|\n| 4.703110097151771| 11.257541498062865| 6.845118682958815| 22.80577027817345|\n| 4.593004461348649| 11.938303161171186| 7.090382195079127| 23.62168981759896|\n| 7.414640681002535| 6.409043837180432| 5.304462382774617|19.128146900957585|\n+-------------------+--------------------------+---------------------------------------------+------------------+\n\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_delay_cause_yrly_adj = df_delay_cause_yrly.select(\"pct_WEATHER_DELAY\",\"pct_NAS_DELAY_weather\",\"pct_LATE_AIRCRAFT_DELAY_weather\",\"pct_WEATHER_DELAY_adj\")\n","\n","df_delay_cause_yrly_adj.withColumnRenamed(\"pct_WEATHER_DELAY\",\"Extreme Weather (%)\") \\\n"," .withColumnRenamed(\"pct_NAS_DELAY_weather\",\"NAS Related to Weather (%)\") \\\n"," .withColumnRenamed(\"pct_LATE_AIRCRAFT_DELAY_weather\",\"Late-arriving Aircraft Related to Weather (%)\") \\\n"," .withColumnRenamed(\"pct_WEATHER_DELAY_adj\",\"Total Weather (%)\").show()"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"53310054-7ac8-4e62-98df-fb00d50d7a52","showTitle":false,"title":""}},"source":["## Holiday Travelling"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"06b5e219-0a28-4ca9-861e-10019761b6ff","showTitle":false,"title":""}},"outputs":[],"source":["# https://stackoverflow.com/questions/2394235/detecting-a-us-holiday\n","\n","# import holidays"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0319a6a2-4907-45e6-a931-76fd1a41e911","showTitle":false,"title":""}},"outputs":[],"source":["# us_holidays = holidays.US()\n","# print(us_holidays.get('01-01-2018'))\n","# print('01-01-2018' in us_holidays)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"38e55dda-5452-42c4-beb4-0c10c9ec06bf","showTitle":false,"title":""}},"outputs":[],"source":["# for ptr in holidays.US(years = 2018).items():\n","# print(ptr)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"75227a33-b18c-47f0-b8fe-25603e3155ad","showTitle":false,"title":""}},"outputs":[],"source":["\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e58c0c35-da15-4d1e-8b9f-cff28d38b1c9","showTitle":false,"title":""}},"outputs":[],"source":["from itertools import chain\n","\n","\n","# SOurce: https://www.transtats.bts.gov/holidaydelay.asp\n","\n","HOLIDAY_DATEPAIRS = [('2015-02-15','2015-02-17'), ('2016-02-11','2016-02-16'),('2017-02-16','2017-02-21'),('2018-02-15','2018-02-20'),\n","('2019-02-14','2019-02-19'),('2020-02-13','2020-02-18'),('2021-02-11','2021-02-16'),('2015-03-29','2015-04-12'),('2016-03-20','2016-04-03'),('2017-04-09','2017-04-23'),('2018-03-25','2018-04-08'),('2019-03-15','2019-03-29'),('2020-04-05','2020-04-19'),('2021-03-28','2021-04-11'),('2015-05-18','2015-05-27'),('2016-05-23','2016-06-01'),('2017-05-22','2017-05-31'),('2018-05-21','2018-05-30'),('2019-05-20','2019-05-29'),('2020-05-18','2020-05-27'),('2021-05-24','2021-06-02'),('2015-06-26','2015-07-05'),('2016-07-01','2016-07-10'),('2017-07-01','2017-07-10'),('2018-06-29','2018-07-08'),('2019-06-28','2019-07-07'),('2020-06-26','2020-07-05'),('2021-07-02','2021-07-11'),('2015-09-02','2015-09-09'),('2016-08-31','2016-09-07'),('2017-08-30','2017-09-06'),('2018-08-29','2018-09-05'),('2019-08-28','2019-09-04'),('2020-09-02','2020-09-09'),('2021-09-01','2021-09-08'),('2015-11-20','2015-12-01'),('2016-11-18','2016-11-29'),('2017-11-17','2017-11-28'),('2018-11-16','2018-11-27'),('2019-11-22','2019-12-03'),('2020-11-20','2020-12-01'),('2021-11-19','2021-11-30'),('2015-12-16','2016-01-05'),('2016-12-15','2017-01-04'),('2017-12-14','2018-01-03'),('2018-12-14','2019-01-03'),('2019-12-14','2020-01-03'),('2020-12-16','2020-01-05'),('2021-12-15','2021-01-04')]"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"deee2dd0-3abc-4e45-adcb-a59bbdb34f5b","showTitle":false,"title":""}},"outputs":[],"source":["def daterange(date1, date2):\n"," date_list = []\n"," for n in range(int ((date2 - date1).days)+1):\n"," date_list.append(date1 + timedelta(n) )\n"," return date_list\n","\n","GLOBAL_HOLIDAYS = []\n","\n","for datepair in HOLIDAY_DATEPAIRS:\n"," start_date, end_date = datetime.strptime(datepair[0], '%Y-%m-%d'), datetime.strptime(datepair[1], '%Y-%m-%d') \n"," GLOBAL_HOLIDAYS.append([dt.strftime(\"%Y-%m-%d\") for dt in daterange(start_date, end_date)])\n"," \n"," \n","GLOBAL_HOLIDAY_LIST = list(chain(*GLOBAL_HOLIDAYS)) "]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5beedcfd-35d4-4aaa-9e85-41de70a2fc9f","showTitle":false,"title":""}},"outputs":[],"source":["# df_airlines = df_airlines.withColumn(\"HOLIDAY\", col(\"FL_DATE\").isin(GLOBAL_HOLIDAY_LIST))\n","df_airlines = df_airlines.withColumn(\"HOLIDAY\", when(col(\"FL_DATE\").isin(GLOBAL_HOLIDAY_LIST), 1)\n"," .otherwise(0) )\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f6dcc858-4f92-4014-9c41-b49bbad74d6c","showTitle":false,"title":""}},"outputs":[],"source":["# display(df_airlines)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2d06af1d-e04b-4aed-ab22-47f30f9eab77","showTitle":false,"title":""}},"outputs":[],"source":["# flight holiday plot\n","df_holidays = df_airlines.na.fill(value=0,subset=[\"DEP_DEL15\"])\n","df_holidays = df_holidays.select(\"HOLIDAY\",\"DEP_DEL15\",\"YEAR\").groupBy(\"HOLIDAY\",\"DEP_DEL15\",\"YEAR\").count().toPandas()\n","df_holidays['delay_percent'] = np.where(df_holidays.DEP_DEL15 == 1, df_holidays['count'] * 100 / df_holidays.groupby('HOLIDAY')['count'].transform('sum'), 0)\n","df_holidays = df_holidays.sort_values(by='delay_percent',ascending=False)\n","\n","\n","# import plotly.graph_objects as go\n","\n","# fig_3_a = go.Figure(data=[go.Bar(\n","# x=df['date'],\n","# y=df['value'],\n","# text=df['category'],\n","# textposition='auto', \n","# orientation ='v',\n","# )],\n","# layout=go.Layout(barmode='group'))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"20a8bcf7-0b4d-4455-b7f5-f87423132114","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
HOLIDAYDEP_DEL15YEARcountdelay_percent
11.020193013854.357014853909856
11.020182965114.2865531839596045
11.020162428863.5113157914519615
11.020152329173.3671975338126385
11.020172254753.2596112088701323
01.0201910607792.986986079265502
01.0202110246452.8852384438125194
01.0201810099242.843786433475901
01.020158246372.3220475136171306
01.020177883702.2199253711758473
01.020167106572.0010978404857034
01.020204011521.1295806569224265
10.0201610135030.0
00.0201736182860.0
00.0202149707520.0
10.0201913373430.0
00.0201636506120.0
00.0201947225300.0
10.0201812951330.0
00.0201846118780.0
10.020159295930.0
10.0201710424900.0
00.0201538319320.0
00.0202042872020.0
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[1,1,2019,301385,4.357014853909856],[1,1,2018,296511,4.2865531839596045],[1,1,2016,242886,3.5113157914519615],[1,1,2015,232917,3.3671975338126385],[1,1,2017,225475,3.2596112088701323],[0,1,2019,1060779,2.986986079265502],[0,1,2021,1024645,2.8852384438125194],[0,1,2018,1009924,2.843786433475901],[0,1,2015,824637,2.3220475136171306],[0,1,2017,788370,2.2199253711758473],[0,1,2016,710657,2.0010978404857034],[0,1,2020,401152,1.1295806569224265],[1,0,2016,1013503,0],[0,0,2017,3618286,0],[0,0,2021,4970752,0],[1,0,2019,1337343,0],[0,0,2016,3650612,0],[0,0,2019,4722530,0],[1,0,2018,1295133,0],[0,0,2018,4611878,0],[1,0,2015,929593,0],[1,0,2017,1042490,0],[0,0,2015,3831932,0],[0,0,2020,4287202,0]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"HOLIDAY","type":"\"long\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"YEAR","type":"\"long\""},{"metadata":"{}","name":"count","type":"\"long\""},{"metadata":"{}","name":"delay_percent","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_holidays)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"62be61cd-a539-4ecf-a72e-7aac4306c4c7","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"91335c2d-aad7-40a2-bc55-1b4ace1f702a","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5b72c1cf-7b6e-4fa2-be4a-2a0fbdf6fa93","showTitle":false,"title":""}},"outputs":[],"source":["test_set = spark.read.parquet(f\"{blob_url}/test_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9694b7a9-2661-42a9-a7f3-1dfc1e32c7c7","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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252042021-05-20 00:00:00G420368281NV10466AZAAZ14314PVUUT13001259-1.00.00.0-11300-135915261523-3.00.00.0-11500-15590.00.0477.020.00.00.00.00.02021KIWAAZAPhoenix-Mesa-Gateway AirportPhoenixArizonaUS1382.033.30780029-111.6549988America/Phoenix2405182309512021-05-20T20:00:00.000+000020210520182021-05-20T18:00:00.000+00002021052017202105201672278623104PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US421.233.3-111.666672021-05-20T10:50:00FM-1570.0PO:1 ||DU2021-05-20T17:50:00.000+0000202105201728.090.058.028.35250.016.010.0PO:1 DU0000000000000000KPVUPVUProvo Municipal AirportProvoUtahUS4497.040.2192001343-111.7229995728America/Denver72572424174PROVO AIRPORT, UT US1370.740.21889-111.723332021-05-20T10:56:00FM-1570.0null2021-05-20T17:56:00.000+000028.075.051.025.11280.06.010.0nullnullnull00000000000000002021-05-20T21:26:00.000+00000.02021-05-20T16:49:00.000+00000.02021-05-20T19:15:00.000+0000
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Showing the first 879 rows.
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Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-01-02T15:04:00","FM-15","7","0.0",null,"2021-01-02T21:04:00.000+0000",34,34,34,29.51,40,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T02:10:00.000+0000","99.0","2020-12-31T18:23:00.000+0000","82.0","2020-12-31T22:16:00.000+0000"],[1,1,2,6,"2021-01-02 00:00:00","G4",20368,"281NV",10676,"BLV","IL",10466,"AZA","AZ",2055,2103,8,8,0,0,"2000-2059",2320,2337,17,17,1,1,"2300-2359",0,0,1272,6,9,0,8,0,0,2021,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago",231929084023,"2021-01-03T02:55:00.000+0000","2021010300","2021-01-03T00:55:00.000+0000","2021010223","2021010222","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-01-02T18:52:00","FM-15","7","0.0",null,"2021-01-03T00:52:00.000+0000","2021010300",34,34,34,29.51,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-02T17:55:00","FM-15","7","0.0",null,"2021-01-03T00:55:00.000+0000",19,55,41,28.72,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T06:20:00.000+0000","7.0","2021-01-02T23:20:00.000+0000","0.0","2021-01-03T02:10:00.000+0000"],[1,1,3,7,"2021-01-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",710,709,-1,0,0,-1,"0700-0759",927,921,-6,0,0,-1,"0900-0959",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77309500951,"2021-01-03T14:10:00.000+0000","2021010312","2021-01-03T12:10:00.000+0000","2021010311","2021010310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-03T04:50:00","FM-15","7","0.0",null,"2021-01-03T11:50:00.000+0000","2021010311",18,34,28,28.71,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-01-03T04:53:00","FM-15","7","0.0",null,"2021-01-03T11:53:00.000+0000",15,36,29,26.04,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T16:27:00.000+0000","8.0","2021-01-03T02:55:00.000+0000","17.0","2021-01-03T06:20:00.000+0000"],[1,1,3,7,"2021-01-03 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1012,1029,17,17,1,1,"1000-1059",1226,1242,16,16,1,1,"1200-1259",0,0,878,4,0,0,0,16,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",120259872297,"2021-01-03T17:12:00.000+0000","2021010315","2021-01-03T15:12:00.000+0000","2021010314","2021010313","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000","2021010314",14,39,30,26.03,240,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-03T07:50:00","FM-15","7","0.0",null,"2021-01-03T14:50:00.000+0000",18,34,28,28.73,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:26:00.000+0000","0.0","2021-01-03T14:10:00.000+0000","0.0","2021-01-03T16:27:00.000+0000"],[1,1,3,7,"2021-01-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",1412,1402,-10,0,0,-1,"1400-1459",1636,1632,-4,0,0,-1,"1600-1659",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698987122,"2021-01-03T21:12:00.000+0000","2021010319","2021-01-03T19:12:00.000+0000","2021010318","2021010317","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-03T10:50:00","FM-15","7","0.0",null,"2021-01-03T17:50:00.000+0000","2021010317",21,50,39,28.75,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-03T11:56:00","FM-15","7","0.0",null,"2021-01-03T18:56:00.000+0000",22,46,36,25.26,230,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T23:36:00.000+0000","17.0","2021-01-03T17:12:00.000+0000","0.0","2021-01-03T19:26:00.000+0000"],[1,1,3,7,"2021-01-03 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1721,1712,-9,0,0,-1,"1700-1759",1935,1930,-5,0,0,-1,"1900-1959",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",223338893084,"2021-01-04T00:21:00.000+0000","2021010322","2021-01-03T22:21:00.000+0000","2021010321","2021010320","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-03T14:56:00","FM-15","7","0.0",null,"2021-01-03T21:56:00.000+0000","2021010321",31,40,36,25.35,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-03T14:50:00","FM-15","7","0.0",null,"2021-01-03T21:50:00.000+0000",21,59,43,28.67,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T02:35:00.000+0000","0.0","2021-01-03T21:12:00.000+0000","0.0","2021-01-03T23:36:00.000+0000"],[1,1,4,1,"2021-01-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",750,742,-8,0,0,-1,"0700-0759",1124,1117,-7,0,0,-1,"1100-1159",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079810827,"2021-01-04T14:50:00.000+0000","2021010412","2021-01-04T12:50:00.000+0000","2021010411","2021010410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-04T05:47:00","FM-15","7","0.0",null,"2021-01-04T12:47:00.000+0000","2021010412",19,36,30,28.71,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-01-04T05:56:00","FM-15","7","0.0",null,"2021-01-04T11:56:00.000+0000",21,23,22,28.31,230,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T17:24:00.000+0000","0.0","2021-01-04T00:21:00.000+0000","0.0","2021-01-04T02:35:00.000+0000"],[1,1,4,1,"2021-01-04 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1209,1220,11,11,0,0,"1200-1259",1401,1403,2,2,0,0,"1400-1459",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",214748366455,"2021-01-04T18:09:00.000+0000","2021010416","2021-01-04T16:09:00.000+0000","2021010415","2021010414","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-01-04T09:56:00","FM-15","7","0.0",null,"2021-01-04T15:56:00.000+0000","2021010415",29,36,33,28.45,300,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-04T08:50:00","FM-15","7","0.0",null,"2021-01-04T15:50:00.000+0000",21,41,34,28.74,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T21:01:00.000+0000","0.0","2021-01-04T14:50:00.000+0000","0.0","2021-01-04T17:24:00.000+0000"],[1,1,4,1,"2021-01-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1446,1620,94,94,1,6,"1400-1459",1627,1752,85,85,1,5,"1600-1659",0,0,977,4,85,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111670320935,"2021-01-04T21:46:00.000+0000","2021010419","2021-01-04T19:46:00.000+0000","2021010418","2021010417","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-04T11:50:00","FM-15","7","0.0",null,"2021-01-04T18:50:00.000+0000","2021010418",23,57,43,28.72,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-04T10:53:00","FM-15","7","0.05","-RA:02 BR:1 |RA |RA","2021-01-04T18:53:00.000+0000",40,41,41,29.21,0,0,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:27:00.000+0000","11.0","2021-01-04T18:09:00.000+0000","0.0","2021-01-04T21:01:00.000+0000"],[1,1,4,1,"2021-01-04 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1712,1833,81,81,1,5,"1700-1759",2037,2212,95,95,1,6,"2000-2059",0,0,977,4,0,0,14,0,81,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",188978988975,"2021-01-05T01:12:00.000+0000","2021010423","2021-01-04T23:12:00.000+0000","2021010422","2021010421","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-04T15:06:00","FM-16","7","0.0",null,"2021-01-04T23:06:00.000+0000","2021010423",43,52,48,29.2,230,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-04T15:50:00","FM-15","7","0.0",null,"2021-01-04T22:50:00.000+0000",21,68,47,28.6,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T03:37:00.000+0000","94.0","2021-01-04T21:46:00.000+0000","0.0","2021-01-05T00:27:00.000+0000"],[1,1,7,4,"2021-01-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",740,744,4,4,0,0,"0700-0759",1019,1013,-6,0,0,-1,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489734844,"2021-01-07T14:40:00.000+0000","2021010712","2021-01-07T12:40:00.000+0000","2021010711","2021010710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-07T04:50:00","FM-15","7","0.0",null,"2021-01-07T11:50:00.000+0000","2021010711",18,41,33,28.64,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-07T04:53:00","FM-15","7","0.0",null,"2021-01-07T11:53:00.000+0000",28,33,31,26.81,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T17:19:00.000+0000","81.0","2021-01-05T01:12:00.000+0000","95.0","2021-01-05T03:37:00.000+0000"],[1,1,7,4,"2021-01-07 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1104,1057,-7,0,0,-1,"1100-1159",1330,1313,-17,0,0,-2,"1300-1359",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",103080178868,"2021-01-07T18:04:00.000+0000","2021010716","2021-01-07T16:04:00.000+0000","2021010715","2021010714","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-07T08:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2021-01-07T15:53:00.000+0000","2021010715",31,31,31,26.89,0,0,4,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-07T08:55:00","FM-15","7","0.0",null,"2021-01-07T15:55:00.000+0000",16,45,34,28.68,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T20:30:00.000+0000","4.0","2021-01-07T14:40:00.000+0000","0.0","2021-01-07T17:19:00.000+0000"],[1,1,7,4,"2021-01-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1415,1359,-16,0,0,-2,"1400-1459",1809,1748,-21,0,0,-2,"1800-1859",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8590173144,"2021-01-07T21:15:00.000+0000","2021010719","2021-01-07T19:15:00.000+0000","2021010718","2021010717","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-07T11:50:00","FM-15","7","0.0",null,"2021-01-07T18:50:00.000+0000","2021010718",19,59,43,28.66,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-07T12:52:00","FM-15","7","0.0","BR:1 ||","2021-01-07T18:52:00.000+0000",28,32,30,29.4,50,8,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T00:09:00.000+0000","0.0","2021-01-07T18:04:00.000+0000","0.0","2021-01-07T20:30:00.000+0000"],[1,1,7,4,"2021-01-07 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1859,1847,-12,0,0,-1,"1800-1859",2113,2041,-32,0,0,-2,"2100-2159",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",206159032032,"2021-01-08T00:59:00.000+0000","2021010722","2021-01-07T22:59:00.000+0000","2021010721","2021010720","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-07T16:52:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-07T22:52:00.000+0000","2021010722",26,31,29,29.41,30,9,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-07T15:47:00","FM-15","7","0.0",null,"2021-01-07T22:47:00.000+0000",18,68,47,28.58,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T04:13:00.000+0000","0.0","2021-01-07T21:15:00.000+0000","0.0","2021-01-08T00:09:00.000+0000"],[1,1,9,6,"2021-01-09 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10849,"BZN","MT",1230,1224,-6,0,0,-1,"1200-1259",1435,1445,10,10,0,0,"1400-1459",0,0,385,2,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",25770319065,"2021-01-09T20:30:00.000+0000","2021010918","2021-01-09T18:30:00.000+0000","2021010917","2021010916","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-09T10:29:00","FM-16","7","0.0",null,"2021-01-09T18:29:00.000+0000","2021010918",37,38,null,null,300,6,1,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-09T10:56:00","FM-15","7","0.0",null,"2021-01-09T17:56:00.000+0000",12,17,16,25.8,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T21:35:00.000+0000","0.0","2021-01-08T00:59:00.000+0000","0.0","2021-01-08T04:13:00.000+0000"],[1,1,9,6,"2021-01-09 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1520,1531,11,11,0,0,"1500-1559",1738,1733,-5,0,0,-1,"1700-1759",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",188979328285,"2021-01-09T22:20:00.000+0000","2021010920","2021-01-09T20:20:00.000+0000","2021010919","2021010918","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-09T12:56:00","FM-15","7","0.0",null,"2021-01-09T19:56:00.000+0000","2021010919",18,23,21,25.77,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-09T12:50:00","FM-15","7","0.0",null,"2021-01-09T19:50:00.000+0000",19,61,44,28.53,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T00:38:00.000+0000","0.0","2021-01-09T20:30:00.000+0000","0.0","2021-01-09T21:35:00.000+0000"],[1,1,10,7,"2021-01-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",710,700,-10,0,0,-1,"0700-0759",1109,1058,-11,0,0,-1,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120260168199,"2021-01-10T14:10:00.000+0000","2021011012","2021-01-10T12:10:00.000+0000","2021011011","2021011010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-10T04:50:00","FM-15","7","0.0",null,"2021-01-10T11:50:00.000+0000","2021011011",16,34,28,28.69,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-10T05:54:00","FM-15","7","0.0",null,"2021-01-10T11:54:00.000+0000",18,25,23,29.64,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T17:09:00.000+0000","11.0","2021-01-09T22:20:00.000+0000","0.0","2021-01-10T00:38:00.000+0000"],[1,1,10,7,"2021-01-10 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1154,1143,-11,0,0,-1,"1100-1159",1422,1442,20,20,1,1,"1400-1459",0,0,1312,6,0,20,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",103079898910,"2021-01-10T17:54:00.000+0000","2021011015","2021-01-10T15:54:00.000+0000","2021011014","2021011013","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-10T09:54:00","FM-15","7","0.0",null,"2021-01-10T15:54:00.000+0000","2021011015",19,25,23,29.68,280,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-10T08:47:00","FM-15","7","0.0",null,"2021-01-10T15:47:00.000+0000",19,41,33,28.75,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T21:22:00.000+0000","0.0","2021-01-10T14:10:00.000+0000","0.0","2021-01-10T17:09:00.000+0000"],[1,1,10,7,"2021-01-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",1541,1541,0,0,0,0,"1500-1559",1909,1910,1,1,0,0,"1900-1959",0,0,1066,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519122921,"2021-01-10T22:41:00.000+0000","2021011020","2021-01-10T20:41:00.000+0000","2021011019","2021011018","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-10T12:50:00","FM-15","7","0.0",null,"2021-01-10T19:50:00.000+0000","2021011019",19,61,44,28.72,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-01-10T13:52:00","FM-15","7","0.0",null,"2021-01-10T19:52:00.000+0000",22,34,30,28.96,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T01:09:00.000+0000","0.0","2021-01-10T17:54:00.000+0000","0.0","2021-01-10T21:22:00.000+0000"],[1,1,10,7,"2021-01-10 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",1954,1946,-8,0,0,-1,"1900-1959",2147,2123,-24,0,0,-2,"2100-2159",0,0,1066,5,0,0,0,0,0,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",223339245837,"2021-01-11T01:54:00.000+0000","2021011023","2021-01-10T23:54:00.000+0000","2021011022","2021011021","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-01-10T17:52:00","FM-15","7","0.0",null,"2021-01-10T23:52:00.000+0000","2021011023",21,28,26,28.96,340,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-10T16:50:00","FM-15","7","0.0",null,"2021-01-10T23:50:00.000+0000",18,57,41,28.68,280,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T04:47:00.000+0000","0.0","2021-01-10T22:41:00.000+0000","0.0","2021-01-11T01:09:00.000+0000"],[1,1,11,1,"2021-01-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",810,759,-11,0,0,-1,"0800-0859",1036,1024,-12,0,0,-1,"1000-1059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950376367,"2021-01-11T15:10:00.000+0000","2021011113","2021-01-11T13:10:00.000+0000","2021011112","2021011111","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-11T05:55:00","FM-15","7","0.0",null,"2021-01-11T12:55:00.000+0000","2021011112",19,43,34,28.74,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-11T05:56:00","FM-15","7","0.0",null,"2021-01-11T12:56:00.000+0000",-2,1,0,25.72,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:36:00.000+0000","0.0","2021-01-11T01:54:00.000+0000","0.0","2021-01-11T04:47:00.000+0000"],[1,1,11,1,"2021-01-11 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1121,1113,-8,0,0,-1,"1100-1159",1339,1320,-19,0,0,-2,"1300-1359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",128850272342,"2021-01-11T18:21:00.000+0000","2021011116","2021-01-11T16:21:00.000+0000","2021011115","2021011114","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-11T08:56:00","FM-15","7","0.0",null,"2021-01-11T15:56:00.000+0000","2021011115",3,7,6,25.72,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-11T08:50:00","FM-15","7","0.0",null,"2021-01-11T15:50:00.000+0000",23,45,36,28.76,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:39:00.000+0000","0.0","2021-01-11T15:10:00.000+0000","0.0","2021-01-11T17:36:00.000+0000"],[1,1,11,1,"2021-01-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1429,1415,-14,0,0,-1,"1400-1459",1555,1551,-4,0,0,-1,"1500-1559",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130628800,"2021-01-11T21:29:00.000+0000","2021011119","2021-01-11T19:29:00.000+0000","2021011118","2021011117","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-11T11:50:00","FM-15","7","0.0",null,"2021-01-11T18:50:00.000+0000","2021011118",21,59,43,28.75,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-11T10:56:00","FM-15","6","0.0",null,"2021-01-11T18:56:00.000+0000",27,39,34,27.01,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T23:55:00.000+0000","0.0","2021-01-11T18:21:00.000+0000","0.0","2021-01-11T20:39:00.000+0000"],[1,1,11,1,"2021-01-11 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1640,1630,-10,0,0,-1,"1600-1659",1955,1938,-17,0,0,-2,"1900-1959",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",120259109068,"2021-01-12T00:40:00.000+0000","2021011122","2021-01-11T22:40:00.000+0000","2021011121","2021011120","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-11T13:56:00","FM-15","7","0.0",null,"2021-01-11T21:56:00.000+0000","2021011121",28,47,39,26.9,30,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-11T13:50:00","FM-15","7","0.0",null,"2021-01-11T20:50:00.000+0000",21,63,45,28.71,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-12T02:55:00.000+0000","0.0","2021-01-11T21:29:00.000+0000","0.0","2021-01-11T23:55:00.000+0000"],[1,1,14,4,"2021-01-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",740,730,-10,0,0,-1,"0700-0759",1019,1017,-2,0,0,-1,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188978839669,"2021-01-14T14:40:00.000+0000","2021011412","2021-01-14T12:40:00.000+0000","2021011411","2021011410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-14T04:55:00","FM-15","7","0.0",null,"2021-01-14T11:55:00.000+0000","2021011411",9,37,28,28.69,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-14T04:53:00","FM-15","7","0.0",null,"2021-01-14T11:53:00.000+0000",18,31,26,27.11,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-14T17:19:00.000+0000","0.0","2021-01-12T00:40:00.000+0000","0.0","2021-01-12T02:55:00.000+0000"],[1,1,14,4,"2021-01-14 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1104,1103,-1,0,0,-1,"1100-1159",1330,1317,-13,0,0,-1,"1300-1359",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",223338831430,"2021-01-14T18:04:00.000+0000","2021011416","2021-01-14T16:04:00.000+0000","2021011415","2021011414","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-14T08:53:00","FM-15","7","0.0",null,"2021-01-14T15:53:00.000+0000","2021011415",19,28,25,27.16,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-14T08:50:00","FM-15","7","0.0",null,"2021-01-14T15:50:00.000+0000",14,43,33,28.74,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-14T20:30:00.000+0000","0.0","2021-01-14T14:40:00.000+0000","0.0","2021-01-14T17:19:00.000+0000"],[1,1,14,4,"2021-01-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1415,1408,-7,0,0,-1,"1400-1459",1809,1816,7,7,0,0,"1800-1859",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146030019863,"2021-01-14T21:15:00.000+0000","2021011419","2021-01-14T19:15:00.000+0000","2021011418","2021011417","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-14T11:50:00","FM-15","7","0.0",null,"2021-01-14T18:50:00.000+0000","2021011418",16,59,42,28.72,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-14T12:52:00","FM-15","7","0.0",null,"2021-01-14T18:52:00.000+0000",32,34,33,28.48,310,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-15T00:09:00.000+0000","0.0","2021-01-14T18:04:00.000+0000","0.0","2021-01-14T20:30:00.000+0000"],[1,1,14,4,"2021-01-14 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1859,1909,10,10,0,0,"1800-1859",2113,2200,47,47,1,3,"2100-2159",0,0,1240,5,3,0,37,0,7,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",137439060699,"2021-01-15T00:59:00.000+0000","2021011422","2021-01-14T22:59:00.000+0000","2021011421","2021011420","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-14T16:52:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2021-01-14T22:52:00.000+0000","2021011422",31,32,32,28.51,250,15,1.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-14T15:50:00","FM-15","7","0.0",null,"2021-01-14T22:50:00.000+0000",21,70,48,28.64,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-15T04:13:00.000+0000","0.0","2021-01-14T21:15:00.000+0000","0.0","2021-01-15T00:09:00.000+0000"],[1,1,15,5,"2021-01-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10713,"BOI","ID",700,648,-12,0,0,-1,"0700-0759",914,906,-8,0,0,-1,"0900-0959",0,0,749,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259934304,"2021-01-15T14:00:00.000+0000","2021011512","2021-01-15T12:00:00.000+0000","2021011511","2021011510","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-15T04:50:00","FM-15","7","0.0",null,"2021-01-15T11:50:00.000+0000","2021011511",19,39,32,28.69,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-01-15T04:53:00","FM-15","7","0.0",null,"2021-01-15T11:53:00.000+0000",22,28,26,27.48,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-15T16:14:00.000+0000","10.0","2021-01-15T00:59:00.000+0000","47.0","2021-01-15T04:13:00.000+0000"],[1,1,15,5,"2021-01-15 00:00:00","G4",20368,"281NV",10713,"BOI","ID",10466,"AZA","AZ",959,947,-12,0,0,-1,"0900-0959",1158,1135,-23,0,0,-2,"1100-1159",0,0,749,3,0,0,0,0,0,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",206158858159,"2021-01-15T16:59:00.000+0000","2021011514","2021-01-15T14:59:00.000+0000","2021011513","2021011512","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-01-15T07:53:00","FM-15","7","0.0",null,"2021-01-15T14:53:00.000+0000","2021011514",22,29,27,27.43,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-15T07:50:00","FM-15","7","0.0",null,"2021-01-15T14:50:00.000+0000",21,37,31,28.72,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-15T18:58:00.000+0000","0.0","2021-01-15T14:00:00.000+0000","0.0","2021-01-15T16:14:00.000+0000"],[1,1,15,5,"2021-01-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1429,1421,-8,0,0,-1,"1400-1459",1555,1601,6,6,0,0,"1500-1559",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518423843,"2021-01-15T21:29:00.000+0000","2021011519","2021-01-15T19:29:00.000+0000","2021011518","2021011517","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-15T11:50:00","FM-15","7","0.0",null,"2021-01-15T18:50:00.000+0000","2021011518",14,70,47,28.71,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-15T10:56:00","FM-15","7","0.0",null,"2021-01-15T18:56:00.000+0000",31,43,38,27.16,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-15T23:55:00.000+0000","0.0","2021-01-15T16:59:00.000+0000","0.0","2021-01-15T18:58:00.000+0000"],[1,1,15,5,"2021-01-15 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1640,1634,-6,0,0,-1,"1600-1659",1955,1937,-18,0,0,-2,"1900-1959",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",197569028322,"2021-01-16T00:40:00.000+0000","2021011522","2021-01-15T22:40:00.000+0000","2021011521","2021011520","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-15T13:56:00","FM-15","7","0.0",null,"2021-01-15T21:56:00.000+0000","2021011521",38,54,46,27.11,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-15T14:50:00","FM-15","7","0.0",null,"2021-01-15T21:50:00.000+0000",10,77,49,28.63,10,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-16T02:55:00.000+0000","0.0","2021-01-15T21:29:00.000+0000","0.0","2021-01-15T23:55:00.000+0000"],[1,1,15,5,"2021-01-15 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",2006,511,545,545,1,12,"2000-2059",2208,653,525,525,1,12,"2200-2259",0,0,1164,5,525,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",188979749001,"2021-01-16T02:06:00.000+0000","2021011600","2021-01-16T00:06:00.000+0000","2021011523","2021011522","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-01-15T17:54:00","FM-15","7","0.0",null,"2021-01-15T23:54:00.000+0000","2021011523",16,22,20,28.25,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-15T16:50:00","FM-15","7","0.0",null,"2021-01-15T23:50:00.000+0000",16,75,50,28.61,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-16T05:08:00.000+0000","0.0","2021-01-16T00:40:00.000+0000","0.0","2021-01-16T02:55:00.000+0000"],[1,1,16,6,"2021-01-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1623,1646,23,23,1,1,"1600-1659",2003,2042,39,39,1,2,"2000-2059",0,0,1026,5,23,0,16,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749105253,"2021-01-16T23:23:00.000+0000","2021011621","2021-01-16T21:23:00.000+0000","2021011620","2021011619","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-16T13:47:00","FM-15","7","0.0",null,"2021-01-16T20:47:00.000+0000","2021011620",16,70,47,28.52,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-16T14:52:00","FM-15","7","0.0",null,"2021-01-16T20:52:00.000+0000",23,27,26,28.85,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-17T02:03:00.000+0000","545.0","2021-01-16T02:06:00.000+0000","525.0","2021-01-16T05:08:00.000+0000"],[1,1,16,6,"2021-01-16 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",2048,2130,42,42,1,2,"2000-2059",2231,2255,24,24,1,1,"2200-2259",0,0,1026,5,24,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",111669248561,"2021-01-17T02:48:00.000+0000","2021011700","2021-01-17T00:48:00.000+0000","2021011623","2021011622","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-16T17:52:00","FM-15","7","0.0",null,"2021-01-16T23:52:00.000+0000","2021011623",23,27,26,28.89,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-16T16:50:00","FM-15","7","0.0",null,"2021-01-16T23:50:00.000+0000",14,73,48,28.51,270,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-17T05:31:00.000+0000","23.0","2021-01-16T23:23:00.000+0000","0.0","2021-01-17T02:03:00.000+0000"],[1,1,17,7,"2021-01-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",710,702,-8,0,0,-1,"0700-0759",1109,1105,-4,0,0,-1,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079896058,"2021-01-17T14:10:00.000+0000","2021011712","2021-01-17T12:10:00.000+0000","2021011711","2021011710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-17T04:50:00","FM-15","7","0.0",null,"2021-01-17T11:50:00.000+0000","2021011711",21,41,33,28.61,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-17T05:54:00","FM-15","7","0.0",null,"2021-01-17T11:54:00.000+0000",22,28,26,29.05,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-17T17:09:00.000+0000","42.0","2021-01-17T02:48:00.000+0000","24.0","2021-01-17T05:31:00.000+0000"],[1,1,17,7,"2021-01-17 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1154,1138,-16,0,0,-2,"1100-1159",1422,1350,-32,0,0,-2,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",94490492884,"2021-01-17T17:54:00.000+0000","2021011715","2021-01-17T15:54:00.000+0000","2021011714","2021011713","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-17T09:54:00","FM-15","7","0.0","-SN:03 |SN |","2021-01-17T15:54:00.000+0000","2021011715",22,28,26,29.07,290,9,6,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-17T08:50:00","FM-15","7","0.0",null,"2021-01-17T15:50:00.000+0000",16,45,34,28.65,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-17T21:22:00.000+0000","0.0","2021-01-17T14:10:00.000+0000","0.0","2021-01-17T17:09:00.000+0000"],[1,1,17,7,"2021-01-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1512,1510,-2,0,0,-1,"1500-1559",1656,1648,-8,0,0,-1,"1600-1659",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77310409028,"2021-01-17T22:12:00.000+0000","2021011720","2021-01-17T20:12:00.000+0000","2021011719","2021011718","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-17T12:50:00","FM-15","7","0.0",null,"2021-01-17T19:50:00.000+0000","2021011719",18,70,48,28.59,270,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-17T11:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-17T19:53:00.000+0000",38,48,43,29.93,null,3,10,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T00:56:00.000+0000","0.0","2021-01-17T17:54:00.000+0000","0.0","2021-01-17T21:22:00.000+0000"],[1,1,17,7,"2021-01-17 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1741,1728,-13,0,0,-1,"1700-1759",2107,2043,-24,0,0,-2,"2100-2159",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",77310008120,"2021-01-18T01:41:00.000+0000","2021011723","2021-01-17T23:41:00.000+0000","2021011722","2021011721","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-17T14:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-17T22:53:00.000+0000","2021011722",40,48,44,29.93,10,6,10,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-17T15:55:00","FM-15","7","0.0",null,"2021-01-17T22:55:00.000+0000",10,77,49,28.51,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T04:07:00.000+0000","0.0","2021-01-17T22:12:00.000+0000","0.0","2021-01-18T00:56:00.000+0000"],[1,1,17,7,"2021-01-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11921,"GJT","CO",1856,2244,228,228,1,12,"1800-1859",2016,2357,221,221,1,12,"2000-2059",0,0,437,2,221,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259569197,"2021-01-18T01:56:00.000+0000","2021011723","2021-01-17T23:56:00.000+0000","2021011722","2021011721","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-17T16:50:00","FM-15","7","0.0",null,"2021-01-17T23:50:00.000+0000","2021011723",10,75,48,28.5,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGJT","GJT","Grand Junction Regional Airport","Grand Junction","Colorado","US",4858,39.1223983765,-108.527000427,"America/Denver","72476023066","GRAND JUNCTION WALKER FIELD, CO US","1470.4","39.13437","-108.54081","2021-01-17T16:53:00","FM-15","7","0.0",null,"2021-01-17T23:53:00.000+0000",23,39,33,25.21,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T03:16:00.000+0000","0.0","2021-01-18T01:41:00.000+0000","0.0","2021-01-18T04:07:00.000+0000"],[1,1,17,7,"2021-01-17 00:00:00","G4",20368,"281NV",11921,"GJT","CO",10466,"AZA","AZ",2101,21,200,200,1,12,"2100-2159",2227,136,189,189,1,12,"2200-2259",0,0,437,2,0,0,0,0,189,2021,"KGJT","GJT","Grand Junction Regional Airport","Grand Junction","Colorado","US",4858,39.1223983765,-108.527000427,"America/Denver",249109118237,"2021-01-18T04:01:00.000+0000","2021011802","2021-01-18T02:01:00.000+0000","2021011801","2021011800","72476023066","GRAND JUNCTION WALKER FIELD, CO US","1470.4","39.13437","-108.54081","2021-01-17T18:53:00","FM-15","7","0.0",null,"2021-01-18T01:53:00.000+0000","2021011801",20,32,28,25.19,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-17T18:47:00","FM-15","7","0.0",null,"2021-01-18T01:47:00.000+0000",18,64,45,28.49,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T05:27:00.000+0000","228.0","2021-01-18T01:56:00.000+0000","0.0","2021-01-18T03:16:00.000+0000"],[1,1,18,1,"2021-01-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",810,804,-6,0,0,-1,"0800-0859",1036,1014,-22,0,0,-2,"1000-1059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51540656905,"2021-01-18T15:10:00.000+0000","2021011813","2021-01-18T13:10:00.000+0000","2021011812","2021011811","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-18T05:50:00","FM-15","7","0.0",null,"2021-01-18T12:50:00.000+0000","2021011812",9,37,28,28.44,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-18T05:56:00","FM-15","7","0.0",null,"2021-01-18T12:56:00.000+0000",22,30,27,25.63,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T17:36:00.000+0000","200.0","2021-01-18T04:01:00.000+0000","189.0","2021-01-18T05:27:00.000+0000"],[1,1,18,1,"2021-01-18 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1121,1109,-12,0,0,-1,"1100-1159",1339,1331,-8,0,0,-1,"1300-1359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",85899883295,"2021-01-18T18:21:00.000+0000","2021011816","2021-01-18T16:21:00.000+0000","2021011815","2021011814","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-18T08:56:00","FM-15","7","0.0",null,"2021-01-18T15:56:00.000+0000","2021011815",24,29,27,25.66,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-18T08:50:00","FM-15","7","0.0",null,"2021-01-18T15:50:00.000+0000",9,46,33,28.45,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T20:39:00.000+0000","0.0","2021-01-18T15:10:00.000+0000","0.0","2021-01-18T17:36:00.000+0000"],[1,1,18,1,"2021-01-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1429,1516,47,47,1,3,"1400-1459",1555,1651,56,56,1,3,"1500-1559",0,0,911,4,47,0,9,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929506870,"2021-01-18T21:29:00.000+0000","2021011819","2021-01-18T19:29:00.000+0000","2021011818","2021011817","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-18T11:55:00","FM-15","7","0.0",null,"2021-01-18T18:55:00.000+0000","2021011818",12,64,44,28.42,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-18T10:56:00","FM-15","7","0.0",null,"2021-01-18T18:56:00.000+0000",27,38,34,27.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-18T23:55:00.000+0000","0.0","2021-01-18T18:21:00.000+0000","0.0","2021-01-18T20:39:00.000+0000"],[1,1,18,1,"2021-01-18 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1640,1752,72,72,1,4,"1600-1659",1955,2105,70,70,1,4,"1900-1959",0,0,911,4,16,0,0,0,54,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",180388800427,"2021-01-19T00:40:00.000+0000","2021011822","2021-01-18T22:40:00.000+0000","2021011821","2021011820","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-18T13:56:00","FM-15","7","0.0",null,"2021-01-18T21:56:00.000+0000","2021011821",26,45,37,27.16,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-18T14:50:00","FM-15","7","0.0",null,"2021-01-18T21:50:00.000+0000",10,70,46,28.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-19T02:55:00.000+0000","47.0","2021-01-18T21:29:00.000+0000","0.0","2021-01-18T23:55:00.000+0000"],[1,1,20,3,"2021-01-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11648,"FCA","MT",750,734,-16,0,0,-2,"0700-0759",1026,1013,-13,0,0,-1,"1000-1059",0,0,1044,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94490192756,"2021-01-20T14:50:00.000+0000","2021012012","2021-01-20T12:50:00.000+0000","2021012011","2021012010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-20T04:47:00","FM-15","7","0.0",null,"2021-01-20T11:47:00.000+0000","2021012011",30,61,47,28.6,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-01-20T04:55:00","FM-15","7","0.0",null,"2021-01-20T11:55:00.000+0000",19,26,24,26.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-20T17:26:00.000+0000","72.0","2021-01-19T00:40:00.000+0000","70.0","2021-01-19T02:55:00.000+0000"],[1,1,20,3,"2021-01-20 00:00:00","G4",20368,"281NV",11648,"FCA","MT",10466,"AZA","AZ",1111,1140,29,29,1,1,"1100-1159",1352,1426,34,34,1,2,"1300-1359",0,0,1044,5,0,29,5,0,0,2021,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver",128849147701,"2021-01-20T18:11:00.000+0000","2021012016","2021-01-20T16:11:00.000+0000","2021012015","2021012014","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-01-20T08:55:00","FM-15","7","0.0",null,"2021-01-20T15:55:00.000+0000","2021012015",12,17,16,26.98,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-20T08:50:00","FM-15","7","0.0",null,"2021-01-20T15:50:00.000+0000",32,61,47,28.66,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-20T20:52:00.000+0000","0.0","2021-01-20T14:50:00.000+0000","0.0","2021-01-20T17:26:00.000+0000"],[1,1,21,4,"2021-01-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",740,735,-5,0,0,-1,"0700-0759",1019,1002,-17,0,0,-2,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1202027,"2021-01-21T14:40:00.000+0000","2021012112","2021-01-21T12:40:00.000+0000","2021012111","2021012110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-21T04:50:00","FM-15","7","0.0",null,"2021-01-21T11:50:00.000+0000","2021012111",41,57,49,28.57,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-21T04:53:00","FM-15","7","0.0",null,"2021-01-21T11:53:00.000+0000",23,31,28,26.73,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-21T17:19:00.000+0000","29.0","2021-01-20T18:11:00.000+0000","34.0","2021-01-20T20:52:00.000+0000"],[1,1,21,4,"2021-01-21 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1104,1058,-6,0,0,-1,"1100-1159",1330,1318,-12,0,0,-1,"1300-1359",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",206159644134,"2021-01-21T18:04:00.000+0000","2021012116","2021-01-21T16:04:00.000+0000","2021012115","2021012114","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-21T08:53:00","FM-15","7","0.0",null,"2021-01-21T15:53:00.000+0000","2021012115",25,29,28,26.73,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-21T08:55:00","FM-15","7","0.0",null,"2021-01-21T15:55:00.000+0000",48,55,51,28.57,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-21T20:30:00.000+0000","0.0","2021-01-21T14:40:00.000+0000","0.0","2021-01-21T17:19:00.000+0000"],[1,1,21,4,"2021-01-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1415,1409,-6,0,0,-1,"1400-1459",1809,1746,-23,0,0,-2,"1800-1859",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929084019,"2021-01-21T21:15:00.000+0000","2021012119","2021-01-21T19:15:00.000+0000","2021012118","2021012117","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-21T11:50:00","FM-15","7","0.0",null,"2021-01-21T18:50:00.000+0000","2021012118",48,63,55,28.56,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-21T12:52:00","FM-15","7","0.0",null,"2021-01-21T18:52:00.000+0000",24,35,31,28.9,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-22T00:09:00.000+0000","0.0","2021-01-21T18:04:00.000+0000","0.0","2021-01-21T20:30:00.000+0000"],[1,1,21,4,"2021-01-21 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1859,1850,-9,0,0,-1,"1800-1859",2113,2117,4,4,0,0,"2100-2159",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",34360835056,"2021-01-22T00:59:00.000+0000","2021012122","2021-01-21T22:59:00.000+0000","2021012121","2021012120","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-21T16:52:00","FM-15","7","0.0",null,"2021-01-21T22:52:00.000+0000","2021012122",24,32,29,28.94,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-21T15:47:00","FM-15","7","0.0",null,"2021-01-21T22:47:00.000+0000",46,68,56,28.49,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-22T04:13:00.000+0000","0.0","2021-01-21T21:15:00.000+0000","0.0","2021-01-22T00:09:00.000+0000"],[1,1,22,5,"2021-01-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",720,742,22,22,1,1,"0700-0759",1124,1123,-1,0,0,-1,"1100-1159",0,0,1373,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518170316,"2021-01-22T14:20:00.000+0000","2021012212","2021-01-22T12:20:00.000+0000","2021012211","2021012210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-22T04:55:00","FM-15","7","0.0",null,"2021-01-22T11:55:00.000+0000","2021012211",46,52,49,28.56,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-01-22T05:54:00","FM-15","7","0.0",null,"2021-01-22T11:54:00.000+0000",0,14,11,29.26,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-22T17:24:00.000+0000","0.0","2021-01-22T00:59:00.000+0000","4.0","2021-01-22T04:13:00.000+0000"],[1,1,22,5,"2021-01-22 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",1214,1209,-5,0,0,-1,"1200-1259",1450,1449,-1,0,0,-1,"1400-1459",0,0,1373,6,0,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",128849784411,"2021-01-22T18:14:00.000+0000","2021012216","2021-01-22T16:14:00.000+0000","2021012215","2021012214","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-01-22T09:54:00","FM-15","7","0.0",null,"2021-01-22T15:54:00.000+0000","2021012215",-2,13,10,29.39,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-22T08:55:00","FM-15","7","0.0",null,"2021-01-22T15:55:00.000+0000",46,55,50,28.58,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-22T21:50:00.000+0000","22.0","2021-01-22T14:20:00.000+0000","0.0","2021-01-22T17:24:00.000+0000"],[1,1,23,6,"2021-01-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1456,1443,-13,0,0,-1,"1400-1459",1920,1831,-49,0,0,-2,"1900-1959",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180722620,"2021-01-23T21:56:00.000+0000","2021012319","2021-01-23T19:56:00.000+0000","2021012318","2021012317","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-23T12:50:00","FM-15","7","0.0",null,"2021-01-23T19:50:00.000+0000","2021012319",41,63,52,28.44,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-01-23T13:45:00","FM-15","7","0.0",null,"2021-01-23T19:45:00.000+0000",-6,21,15,29.28,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-24T01:20:00.000+0000","0.0","2021-01-22T18:14:00.000+0000","0.0","2021-01-22T21:50:00.000+0000"],[1,1,23,6,"2021-01-23 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",2010,1958,-12,0,0,-1,"2000-2059",2255,2249,-6,0,0,-1,"2200-2259",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",68720584043,"2021-01-24T02:10:00.000+0000","2021012400","2021-01-24T00:10:00.000+0000","2021012323","2021012322","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-01-23T17:45:00","FM-15","7","0.0",null,"2021-01-23T23:45:00.000+0000","2021012323",-2,18,14,29.25,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-23T15:50:00","FM-15","7","0.0",null,"2021-01-23T22:50:00.000+0000",37,63,50,28.39,200,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-24T05:55:00.000+0000","0.0","2021-01-23T21:56:00.000+0000","0.0","2021-01-24T01:20:00.000+0000"],[1,1,24,7,"2021-01-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",710,701,-9,0,0,-1,"0700-0759",1109,1029,-40,0,0,-2,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770239449,"2021-01-24T14:10:00.000+0000","2021012412","2021-01-24T12:10:00.000+0000","2021012411","2021012410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-24T04:47:00","FM-15","7","0.0",null,"2021-01-24T11:47:00.000+0000","2021012411",41,52,47,28.36,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-24T05:54:00","FM-15","7","0.0",null,"2021-01-24T11:54:00.000+0000",21,31,28,29.34,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-24T17:09:00.000+0000","0.0","2021-01-24T02:10:00.000+0000","0.0","2021-01-24T05:55:00.000+0000"],[1,1,24,7,"2021-01-24 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1154,1139,-15,0,0,-1,"1100-1159",1422,1426,4,4,0,0,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",42950797242,"2021-01-24T17:54:00.000+0000","2021012415","2021-01-24T15:54:00.000+0000","2021012414","2021012413","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-24T09:54:00","FM-15","7","0.0",null,"2021-01-24T15:54:00.000+0000","2021012415",21,35,30,29.36,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-24T08:50:00","FM-15","7","0.0",null,"2021-01-24T15:50:00.000+0000",45,48,47,28.39,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-24T21:22:00.000+0000","0.0","2021-01-24T14:10:00.000+0000","0.0","2021-01-24T17:09:00.000+0000"],[1,1,24,7,"2021-01-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1908,1902,-6,0,0,-1,"1900-1959",1916,1906,-10,0,0,-1,"1900-1959",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180389246919,"2021-01-25T02:08:00.000+0000","2021012500","2021-01-25T00:08:00.000+0000","2021012423","2021012422","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-24T16:47:00","FM-15","7","0.0",null,"2021-01-24T23:47:00.000+0000","2021012423",39,54,47,28.39,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-24T15:56:00","FM-15","7","0.0",null,"2021-01-24T23:56:00.000+0000",15,56,40,27.43,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-25T03:16:00.000+0000","0.0","2021-01-24T17:54:00.000+0000","4.0","2021-01-24T21:22:00.000+0000"],[1,1,24,7,"2021-01-24 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",2001,1951,-10,0,0,-1,"2000-2059",2212,2151,-21,0,0,-2,"2200-2259",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",146030019861,"2021-01-25T04:01:00.000+0000","2021012502","2021-01-25T02:01:00.000+0000","2021012501","2021012500","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-24T17:56:00","FM-15","7","0.0",null,"2021-01-25T01:56:00.000+0000","2021012501",16,51,37,27.45,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-24T18:55:00","FM-15","7","0.0",null,"2021-01-25T01:55:00.000+0000",43,46,45,28.42,140,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-25T05:12:00.000+0000","0.0","2021-01-25T02:08:00.000+0000","0.0","2021-01-25T03:16:00.000+0000"],[1,1,25,1,"2021-01-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",810,748,-22,0,0,-2,"0800-0859",1036,957,-39,0,0,-2,"1000-1059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249108888223,"2021-01-25T15:10:00.000+0000","2021012513","2021-01-25T13:10:00.000+0000","2021012512","2021012511","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-25T05:50:00","FM-15","4","0.0",null,"2021-01-25T12:50:00.000+0000","2021012512",39,45,null,null,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-25T05:56:00","FM-15","7","0.0",null,"2021-01-25T12:56:00.000+0000",1,5,4,25.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-25T17:36:00.000+0000","0.0","2021-01-25T04:01:00.000+0000","0.0","2021-01-25T05:12:00.000+0000"],[1,1,25,1,"2021-01-25 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1121,1113,-8,0,0,-1,"1100-1159",1339,1336,-3,0,0,-1,"1300-1359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",68719586604,"2021-01-25T18:21:00.000+0000","2021012516","2021-01-25T16:21:00.000+0000","2021012515","2021012514","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-25T08:56:00","FM-15","7","0.0",null,"2021-01-25T15:56:00.000+0000","2021012515",4,9,8,25.26,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-25T08:50:00","FM-15","7","0.0",null,"2021-01-25T15:50:00.000+0000",41,45,43,28.4,140,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-25T20:39:00.000+0000","0.0","2021-01-25T15:10:00.000+0000","0.0","2021-01-25T17:36:00.000+0000"],[1,1,25,1,"2021-01-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1429,1426,-3,0,0,-1,"1400-1459",1555,1549,-6,0,0,-1,"1500-1559",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159340575,"2021-01-25T21:29:00.000+0000","2021012519","2021-01-25T19:29:00.000+0000","2021012518","2021012517","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-25T11:55:00","FM-15","7","0.0",null,"2021-01-25T18:55:00.000+0000","2021012518",41,52,47,28.33,180,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-25T10:56:00","FM-15","7","0.0",null,"2021-01-25T18:56:00.000+0000",18,27,24,26.61,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-25T23:55:00.000+0000","0.0","2021-01-25T18:21:00.000+0000","0.0","2021-01-25T20:39:00.000+0000"],[1,1,25,1,"2021-01-25 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1640,1638,-2,0,0,-1,"1600-1659",1955,2004,9,9,0,0,"1900-1959",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",17180967119,"2021-01-26T00:40:00.000+0000","2021012522","2021-01-25T22:40:00.000+0000","2021012521","2021012520","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-25T13:56:00","FM-15","7","0.0",null,"2021-01-25T21:56:00.000+0000","2021012521",21,35,30,26.59,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-25T15:30:00","FM-15","7","0.0",null,"2021-01-25T22:30:00.000+0000",36,39,38,28.29,330,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-26T02:55:00.000+0000","0.0","2021-01-25T21:29:00.000+0000","0.0","2021-01-25T23:55:00.000+0000"],[1,1,28,4,"2021-01-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",740,734,-6,0,0,-1,"0700-0759",1019,947,-32,0,0,-2,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029290853,"2021-01-28T14:40:00.000+0000","2021012812","2021-01-28T12:40:00.000+0000","2021012811","2021012810","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-28T04:50:00","FM-15","7","0.0",null,"2021-01-28T11:50:00.000+0000","2021012811",32,45,39,28.6,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-28T04:53:00","FM-15","7","0.0",null,"2021-01-28T11:53:00.000+0000",17,19,18,26.54,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-28T17:19:00.000+0000","0.0","2021-01-26T00:40:00.000+0000","9.0","2021-01-26T02:55:00.000+0000"],[1,1,28,4,"2021-01-28 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1104,1049,-15,0,0,-1,"1100-1159",1330,1327,-3,0,0,-1,"1300-1359",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",85899408202,"2021-01-28T18:04:00.000+0000","2021012816","2021-01-28T16:04:00.000+0000","2021012815","2021012814","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-01-28T08:53:00","FM-15","7","0.0",null,"2021-01-28T15:53:00.000+0000","2021012815",20,23,22,26.54,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-28T08:58:00","FM-15","7","0.0",null,"2021-01-28T15:58:00.000+0000",34,46,41,28.62,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-28T20:30:00.000+0000","0.0","2021-01-28T14:40:00.000+0000","0.0","2021-01-28T17:19:00.000+0000"],[1,1,28,4,"2021-01-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1415,1413,-2,0,0,-1,"1400-1459",1809,1751,-18,0,0,-2,"1800-1859",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029630064,"2021-01-28T21:15:00.000+0000","2021012819","2021-01-28T19:15:00.000+0000","2021012818","2021012817","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-28T11:55:00","FM-15","7","0.0",null,"2021-01-28T18:55:00.000+0000","2021012818",28,63,47,28.6,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-28T12:52:00","FM-15","7","0.0",null,"2021-01-28T18:52:00.000+0000",8,18,15,29.65,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-29T00:09:00.000+0000","0.0","2021-01-28T18:04:00.000+0000","0.0","2021-01-28T20:30:00.000+0000"],[1,1,28,4,"2021-01-28 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1859,1850,-9,0,0,-1,"1800-1859",2113,2111,-2,0,0,-1,"2100-2159",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",180389318406,"2021-01-29T00:59:00.000+0000","2021012822","2021-01-28T22:59:00.000+0000","2021012821","2021012820","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-28T16:52:00","FM-15","7","0.0",null,"2021-01-28T22:52:00.000+0000","2021012822",8,15,13,29.55,100,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-28T15:50:00","FM-15","7","0.0",null,"2021-01-28T22:50:00.000+0000",25,72,50,28.54,130,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-29T04:13:00.000+0000","0.0","2021-01-28T21:15:00.000+0000","0.0","2021-01-29T00:09:00.000+0000"],[1,1,30,6,"2021-01-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1623,1618,-5,0,0,-1,"1600-1659",2003,1947,-16,0,0,-2,"2000-2059",0,0,1026,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171799459505,"2021-01-30T23:23:00.000+0000","2021013021","2021-01-30T21:23:00.000+0000","2021013020","2021013019","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-30T13:50:00","FM-15","4","0.0",null,"2021-01-30T20:50:00.000+0000","2021013020",41,57,null,null,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-30T15:08:00","FM-16","7","0.0","BR:1 ||","2021-01-30T21:08:00.000+0000",32,34,33,28.6,340,16,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-31T02:03:00.000+0000","0.0","2021-01-29T00:59:00.000+0000","0.0","2021-01-29T04:13:00.000+0000"],[1,1,30,6,"2021-01-30 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",2048,2250,122,122,1,8,"2000-2059",2231,41,130,130,1,8,"2200-2259",0,0,1026,5,0,122,8,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",103080176762,"2021-01-31T02:48:00.000+0000","2021013100","2021-01-31T00:48:00.000+0000","2021013023","2021013022","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-30T17:52:00","FM-15","7","0.0","BR:1 ||","2021-01-30T23:52:00.000+0000","2021013023",31,33,32,28.7,350,16,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-30T16:50:00","FM-15","4","0.0",null,"2021-01-30T23:50:00.000+0000",34,61,null,null,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-31T05:31:00.000+0000","0.0","2021-01-30T23:23:00.000+0000","0.0","2021-01-31T02:03:00.000+0000"],[1,1,31,7,"2021-01-31 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",710,654,-16,0,0,-2,"0700-0759",1109,1044,-25,0,0,-2,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1302834,"2021-01-31T14:10:00.000+0000","2021013112","2021-01-31T12:10:00.000+0000","2021013111","2021013110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-31T04:50:00","FM-15","4","0.0",null,"2021-01-31T11:50:00.000+0000","2021013111",37,39,null,null,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-31T05:54:00","FM-15","7","0.01","-SN:03 BR:1 |SN |","2021-01-31T11:54:00.000+0000",30,33,32,29.03,30,9,2.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-31T17:09:00.000+0000","122.0","2021-01-31T02:48:00.000+0000","130.0","2021-01-31T05:31:00.000+0000"],[1,1,31,7,"2021-01-31 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1154,1146,-8,0,0,-1,"1100-1159",1422,1357,-25,0,0,-2,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",231929399009,"2021-01-31T17:54:00.000+0000","2021013115","2021-01-31T15:54:00.000+0000","2021013114","2021013113","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-31T09:54:00","FM-15","7","0.03","BR:1 ||","2021-01-31T15:54:00.000+0000","2021013115",28,32,30,29.17,10,8,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-31T08:47:00","FM-15","4","0.0",null,"2021-01-31T15:47:00.000+0000",37,41,null,null,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-31T21:22:00.000+0000","0.0","2021-01-31T14:10:00.000+0000","0.0","2021-01-31T17:09:00.000+0000"],[1,1,31,7,"2021-01-31 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1512,1502,-10,0,0,-1,"1500-1559",1656,1632,-24,0,0,-2,"1600-1659",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214748789501,"2021-01-31T22:12:00.000+0000","2021013120","2021-01-31T20:12:00.000+0000","2021013119","2021013118","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-31T12:47:00","FM-15","4","0.0",null,"2021-01-31T19:47:00.000+0000","2021013119",36,64,null,null,270,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-31T11:53:00","FM-15","7","0.0",null,"2021-01-31T19:53:00.000+0000",40,49,45,29.59,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-01T00:56:00.000+0000","0.0","2021-01-31T17:54:00.000+0000","0.0","2021-01-31T21:22:00.000+0000"],[1,1,31,7,"2021-01-31 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1741,1727,-14,0,0,-1,"1700-1759",2107,2045,-22,0,0,-2,"2100-2159",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",8590202084,"2021-02-01T01:41:00.000+0000","2021013123","2021-01-31T23:41:00.000+0000","2021013122","2021013121","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-31T14:53:00","FM-15","7","0.0",null,"2021-01-31T22:53:00.000+0000","2021013122",42,54,48,29.59,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-31T15:55:00","FM-15","4","0.0",null,"2021-01-31T22:55:00.000+0000",28,72,null,null,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-01T04:07:00.000+0000","0.0","2021-01-31T22:12:00.000+0000","0.0","2021-02-01T00:56:00.000+0000"],[1,2,1,1,"2021-02-01 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",810,755,-15,0,0,-1,"0800-0859",1036,1002,-34,0,0,-2,"1000-1059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85900544504,"2021-02-01T15:10:00.000+0000","2021020113","2021-02-01T13:10:00.000+0000","2021020112","2021020111","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-01T05:50:00","FM-15","7","0.0",null,"2021-02-01T12:50:00.000+0000","2021020112",36,50,44,28.63,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-01T05:56:00","FM-15","7","0.0",null,"2021-02-01T12:56:00.000+0000",3,7,6,25.64,140,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-01T17:36:00.000+0000","0.0","2021-02-01T01:41:00.000+0000","0.0","2021-02-01T04:07:00.000+0000"],[1,2,1,1,"2021-02-01 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1121,1113,-8,0,0,-1,"1100-1159",1339,1334,-5,0,0,-1,"1300-1359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",197569772023,"2021-02-01T18:21:00.000+0000","2021020116","2021-02-01T16:21:00.000+0000","2021020115","2021020114","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-01T08:56:00","FM-15","7","0.0",null,"2021-02-01T15:56:00.000+0000","2021020115",5,9,8,25.65,180,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-01T08:50:00","FM-15","7","0.0",null,"2021-02-01T15:50:00.000+0000",41,54,48,28.67,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-01T20:39:00.000+0000","0.0","2021-02-01T15:10:00.000+0000","0.0","2021-02-01T17:36:00.000+0000"],[1,2,4,4,"2021-02-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",740,735,-5,0,0,-1,"0700-0759",1018,1004,-14,0,0,-1,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171798847746,"2021-02-04T14:40:00.000+0000","2021020412","2021-02-04T12:40:00.000+0000","2021020411","2021020410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-04T04:55:00","FM-15","7","0.0",null,"2021-02-04T11:55:00.000+0000","2021020411",37,57,47,28.46,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-02-04T04:53:00","FM-15","7","0.0",null,"2021-02-04T11:53:00.000+0000",23,25,24,26.82,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-04T17:18:00.000+0000","0.0","2021-02-01T18:21:00.000+0000","0.0","2021-02-01T20:39:00.000+0000"],[1,2,4,4,"2021-02-04 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1103,1055,-8,0,0,-1,"1100-1159",1337,1307,-30,0,0,-2,"1300-1359",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",180389626465,"2021-02-04T18:03:00.000+0000","2021020416","2021-02-04T16:03:00.000+0000","2021020415","2021020414","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-02-04T08:53:00","FM-15","7","0.0",null,"2021-02-04T15:53:00.000+0000","2021020415",25,26,26,26.82,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-04T08:50:00","FM-15","7","0.0",null,"2021-02-04T15:50:00.000+0000",41,57,49,28.55,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-04T20:37:00.000+0000","0.0","2021-02-04T14:40:00.000+0000","0.0","2021-02-04T17:18:00.000+0000"],[1,2,4,4,"2021-02-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1515,1458,-17,0,0,-2,"1500-1559",1656,1641,-15,0,0,-1,"1600-1659",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720530731,"2021-02-04T22:15:00.000+0000","2021020420","2021-02-04T20:15:00.000+0000","2021020419","2021020418","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-04T12:50:00","FM-15","7","0.0",null,"2021-02-04T19:50:00.000+0000","2021020419",32,70,51,28.52,260,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-02-04T11:53:00","FM-15","7","0.0",null,"2021-02-04T19:53:00.000+0000",36,47,42,29.87,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-05T00:56:00.000+0000","0.0","2021-02-04T18:03:00.000+0000","0.0","2021-02-04T20:37:00.000+0000"],[1,2,4,4,"2021-02-04 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1741,1736,-5,0,0,-1,"1700-1759",2108,2040,-28,0,0,-2,"2100-2159",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",188978756808,"2021-02-05T01:41:00.000+0000","2021020423","2021-02-04T23:41:00.000+0000","2021020422","2021020421","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-02-04T14:53:00","FM-15","7","0.0",null,"2021-02-04T22:53:00.000+0000","2021020422",36,51,44,29.82,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-04T15:50:00","FM-15","7","0.0",null,"2021-02-04T22:50:00.000+0000",23,72,50,28.49,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-05T04:08:00.000+0000","0.0","2021-02-04T22:15:00.000+0000","0.0","2021-02-05T00:56:00.000+0000"],[1,2,5,5,"2021-02-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",941,929,-12,0,0,-1,"0900-0959",1204,1152,-12,0,0,-1,"1200-1259",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171798846113,"2021-02-05T16:41:00.000+0000","2021020514","2021-02-05T14:41:00.000+0000","2021020513","2021020512","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-05T06:50:00","FM-15","7","0.0",null,"2021-02-05T13:50:00.000+0000","2021020513",30,43,38,28.59,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-05T07:09:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-02-05T14:09:00.000+0000",25,27,26,25.23,80,7,2,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-02-05T19:04:00.000+0000","0.0","2021-02-05T01:41:00.000+0000","0.0","2021-02-05T04:08:00.000+0000"],[1,2,5,5,"2021-02-05 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1249,1242,-7,0,0,-1,"1200-1259",1516,1500,-16,0,0,-2,"1500-1559",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",103079737271,"2021-02-05T19:49:00.000+0000","2021020517","2021-02-05T17:49:00.000+0000","2021020516","2021020515","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-05T09:56:00","FM-15","7","0.0",null,"2021-02-05T16:56:00.000+0000","2021020516",26,30,28,25.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-05T09:50:00","FM-15","7","0.0",null,"2021-02-05T16:50:00.000+0000",28,52,42,28.62,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-05T22:16:00.000+0000","0.0","2021-02-05T16:41:00.000+0000","0.0","2021-02-05T19:04:00.000+0000"],[1,2,6,6,"2021-02-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11823,"FWA","IN",710,657,-13,0,0,-1,"0700-0759",1226,1207,-19,0,0,-2,"1200-1259",0,0,1546,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85900137265,"2021-02-06T14:10:00.000+0000","2021020612","2021-02-06T12:10:00.000+0000","2021020611","2021020610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-06T04:50:00","FM-15","7","0.0",null,"2021-02-06T11:50:00.000+0000","2021020611",30,41,36,28.53,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFWA","FWA","Fort Wayne International Airport","Fort Wayne","Indiana","US",814,40.97850037,-85.19509888,"America/New_York","72533014827","FORT WAYNE INTERNATIONAL AIRPORT, IN US","243.0","40.97248","-85.20636","2021-02-06T06:54:00","FM-15","7","0.0",null,"2021-02-06T11:54:00.000+0000",-4,3,2,29.13,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-06T17:26:00.000+0000","0.0","2021-02-05T19:49:00.000+0000","0.0","2021-02-05T22:16:00.000+0000"],[1,2,6,6,"2021-02-06 00:00:00","G4",20368,"281NV",11823,"FWA","IN",10466,"AZA","AZ",1316,1314,-2,0,0,-1,"1300-1359",1526,1504,-22,0,0,-2,"1500-1559",0,0,1546,7,0,0,0,0,0,2021,"KFWA","FWA","Fort Wayne International Airport","Fort Wayne","Indiana","US",814,40.97850037,-85.19509888,"America/New_York",94489888387,"2021-02-06T18:16:00.000+0000","2021020616","2021-02-06T16:16:00.000+0000","2021020615","2021020614","72533014827","FORT WAYNE INTERNATIONAL AIRPORT, IN US","243.0","40.97248","-85.20636","2021-02-06T10:54:00","FM-15","7","0.0",null,"2021-02-06T15:54:00.000+0000","2021020615",2,12,10,29.22,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-06T08:50:00","FM-15","7","0.0",null,"2021-02-06T15:50:00.000+0000",30,46,39,28.6,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-06T22:26:00.000+0000","0.0","2021-02-06T14:10:00.000+0000","0.0","2021-02-06T17:26:00.000+0000"],[1,2,6,6,"2021-02-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1616,1614,-2,0,0,-1,"1600-1659",1952,2007,15,15,1,1,"1900-1959",0,0,1092,5,0,0,15,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259449802,"2021-02-06T23:16:00.000+0000","2021020621","2021-02-06T21:16:00.000+0000","2021020620","2021020619","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-06T13:55:00","FM-15","7","0.0",null,"2021-02-06T20:55:00.000+0000","2021020620",25,68,48,28.54,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-02-06T14:52:00","FM-15","7","0.0",null,"2021-02-06T20:52:00.000+0000",-17,0,-2,28.41,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-07T01:52:00.000+0000","0.0","2021-02-06T18:16:00.000+0000","0.0","2021-02-06T22:26:00.000+0000"],[1,2,6,6,"2021-02-06 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2037,2049,12,12,0,0,"2000-2059",2239,2229,-10,0,0,-1,"2200-2259",0,0,1092,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",240518428589,"2021-02-07T02:37:00.000+0000","2021020700","2021-02-07T00:37:00.000+0000","2021020623","2021020622","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-02-06T17:52:00","FM-15","7","0.0",null,"2021-02-06T23:52:00.000+0000","2021020623",-17,-3,-4,28.39,340,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-06T16:47:00","FM-15","7","0.0",null,"2021-02-06T23:47:00.000+0000",19,68,47,28.5,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-07T05:39:00.000+0000","0.0","2021-02-06T23:16:00.000+0000","0.0","2021-02-07T01:52:00.000+0000"],[1,2,7,7,"2021-02-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",710,701,-9,0,0,-1,"0700-0759",1100,1043,-17,0,0,-2,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60129997958,"2021-02-07T14:10:00.000+0000","2021020712","2021-02-07T12:10:00.000+0000","2021020711","2021020710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-07T04:55:00","FM-15","7","0.0",null,"2021-02-07T11:55:00.000+0000","2021020711",27,43,36,28.48,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-02-07T05:54:00","FM-15","7","0.0",null,"2021-02-07T11:54:00.000+0000",-16,-7,-8,29.54,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-07T17:00:00.000+0000","12.0","2021-02-07T02:37:00.000+0000","0.0","2021-02-07T05:39:00.000+0000"],[1,2,7,7,"2021-02-07 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1145,1136,-9,0,0,-1,"1100-1159",1425,1405,-20,0,0,-2,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",85900442722,"2021-02-07T17:45:00.000+0000","2021020715","2021-02-07T15:45:00.000+0000","2021020714","2021020713","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-02-07T08:54:00","FM-15","6","0.0",null,"2021-02-07T14:54:00.000+0000","2021020714",-16,-5,-6,29.61,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-07T07:47:00","FM-15","7","0.0",null,"2021-02-07T14:47:00.000+0000",28,41,36,28.49,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-07T21:25:00.000+0000","0.0","2021-02-07T14:10:00.000+0000","0.0","2021-02-07T17:00:00.000+0000"],[1,2,7,7,"2021-02-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1515,1508,-7,0,0,-1,"1500-1559",1656,1646,-10,0,0,-1,"1600-1659",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120260177447,"2021-02-07T22:15:00.000+0000","2021020720","2021-02-07T20:15:00.000+0000","2021020719","2021020718","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-07T12:55:00","FM-15","7","0.0",null,"2021-02-07T19:55:00.000+0000","2021020719",25,66,47,28.46,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-02-07T11:53:00","FM-15","7","0.0",null,"2021-02-07T19:53:00.000+0000",26,49,40,29.54,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-08T00:56:00.000+0000","0.0","2021-02-07T17:45:00.000+0000","0.0","2021-02-07T21:25:00.000+0000"],[1,2,7,7,"2021-02-07 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1741,1733,-8,0,0,-1,"1700-1759",2108,2046,-22,0,0,-2,"2100-2159",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",171799206878,"2021-02-08T01:41:00.000+0000","2021020723","2021-02-07T23:41:00.000+0000","2021020722","2021020721","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-02-07T14:53:00","FM-15","7","0.0",null,"2021-02-07T22:53:00.000+0000","2021020722",26,52,41,29.47,230,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-07T15:50:00","FM-15","7","0.0",null,"2021-02-07T22:50:00.000+0000",21,70,48,28.41,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-08T04:08:00.000+0000","0.0","2021-02-07T22:15:00.000+0000","0.0","2021-02-08T00:56:00.000+0000"],[1,2,8,1,"2021-02-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",812,802,-10,0,0,-1,"0800-0859",1035,1033,-2,0,0,-1,"1000-1059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720676273,"2021-02-08T15:12:00.000+0000","2021020813","2021-02-08T13:12:00.000+0000","2021020812","2021020811","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-08T05:50:00","FM-15","7","0.0",null,"2021-02-08T12:50:00.000+0000","2021020812",28,43,37,28.48,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-08T05:56:00","FM-15","7","0.0",null,"2021-02-08T12:56:00.000+0000",-4,0,-1,25.26,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-08T17:35:00.000+0000","0.0","2021-02-08T01:41:00.000+0000","0.0","2021-02-08T04:08:00.000+0000"],[1,2,8,1,"2021-02-08 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1120,1114,-6,0,0,-1,"1100-1159",1347,1338,-9,0,0,-1,"1300-1359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",120260179158,"2021-02-08T18:20:00.000+0000","2021020816","2021-02-08T16:20:00.000+0000","2021020815","2021020814","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-08T08:56:00","FM-15","7","0.01","HZ:7 |FU |HZ","2021-02-08T15:56:00.000+0000","2021020815",-2,3,2,25.31,320,7,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-08T08:47:00","FM-15","7","0.0",null,"2021-02-08T15:47:00.000+0000",30,48,40,28.53,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-08T20:47:00.000+0000","0.0","2021-02-08T15:12:00.000+0000","0.0","2021-02-08T17:35:00.000+0000"],[1,2,8,1,"2021-02-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1437,1430,-7,0,0,-1,"1400-1459",1603,1607,4,4,0,0,"1600-1659",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",573978,"2021-02-08T21:37:00.000+0000","2021020819","2021-02-08T19:37:00.000+0000","2021020818","2021020817","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-08T11:50:00","FM-15","7","0.0",null,"2021-02-08T18:50:00.000+0000","2021020818",25,64,47,28.55,360,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-02-08T10:56:00","FM-15","7","0.0",null,"2021-02-08T18:56:00.000+0000",21,36,30,26.79,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-09T00:03:00.000+0000","0.0","2021-02-08T18:20:00.000+0000","0.0","2021-02-08T20:47:00.000+0000"],[1,2,8,1,"2021-02-08 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1648,1637,-11,0,0,-1,"1600-1659",2003,1948,-15,0,0,-1,"2000-2059",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",214749563495,"2021-02-09T00:48:00.000+0000","2021020822","2021-02-08T22:48:00.000+0000","2021020821","2021020820","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-02-08T13:56:00","FM-15","7","0.0",null,"2021-02-08T21:56:00.000+0000","2021020821",20,41,33,26.75,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-08T14:55:00","FM-15","7","0.0",null,"2021-02-08T21:55:00.000+0000",21,73,50,28.48,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-09T03:03:00.000+0000","0.0","2021-02-08T21:37:00.000+0000","0.0","2021-02-09T00:03:00.000+0000"],[1,2,10,3,"2021-02-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",801,746,-15,0,0,-1,"0800-0859",1153,1121,-32,0,0,-2,"1100-1159",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1306720,"2021-02-10T15:01:00.000+0000","2021021013","2021-02-10T13:01:00.000+0000","2021021012","2021021011","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-10T05:47:00","FM-15","6","0.0",null,"2021-02-10T12:47:00.000+0000","2021021012",28,54,43,28.44,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-02-10T06:53:00","FM-15","6","0.0",null,"2021-02-10T12:53:00.000+0000",-23,-15,-16,29.46,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-10T17:53:00.000+0000","0.0","2021-02-09T00:48:00.000+0000","0.0","2021-02-09T03:03:00.000+0000"],[1,2,10,3,"2021-02-10 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1243,1230,-13,0,0,-1,"1200-1259",1457,1441,-16,0,0,-2,"1400-1459",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",180389330699,"2021-02-10T18:43:00.000+0000","2021021016","2021-02-10T16:43:00.000+0000","2021021015","2021021014","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-02-10T09:53:00","FM-15","6","0.0",null,"2021-02-10T15:53:00.000+0000","2021021015",-20,-9,-10,29.49,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-10T08:50:00","FM-15","6","0.0",null,"2021-02-10T15:50:00.000+0000",32,54,44,28.48,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-10T21:57:00.000+0000","0.0","2021-02-10T15:01:00.000+0000","0.0","2021-02-10T17:53:00.000+0000"],[1,2,10,3,"2021-02-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1545,1537,-8,0,0,-1,"1500-1559",1920,1905,-15,0,0,-1,"1900-1959",0,0,1092,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698403255,"2021-02-10T22:45:00.000+0000","2021021020","2021-02-10T20:45:00.000+0000","2021021019","2021021018","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-10T12:50:00","FM-15","6","0.0",null,"2021-02-10T19:50:00.000+0000","2021021019",27,70,50,28.46,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-02-10T13:52:00","FM-15","6","0.0",null,"2021-02-10T19:52:00.000+0000",-16,1,-1,28.62,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-11T01:20:00.000+0000","0.0","2021-02-10T18:43:00.000+0000","0.0","2021-02-10T21:57:00.000+0000"],[1,2,10,3,"2021-02-10 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2005,1958,-7,0,0,-1,"2000-2059",2157,2158,1,1,0,0,"2100-2159",0,0,1092,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",85900350284,"2021-02-11T02:05:00.000+0000","2021021100","2021-02-11T00:05:00.000+0000","2021021023","2021021022","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-02-10T17:52:00","FM-15","7","0.0",null,"2021-02-10T23:52:00.000+0000","2021021023",-16,-2,-3,28.63,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-10T16:50:00","FM-15","7","0.0",null,"2021-02-10T23:50:00.000+0000",27,72,51,28.42,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-11T04:57:00.000+0000","0.0","2021-02-10T22:45:00.000+0000","0.0","2021-02-11T01:20:00.000+0000"],[1,2,11,4,"2021-02-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",726,706,-20,0,0,-2,"0700-0759",1112,1102,-10,0,0,-1,"1100-1159",0,0,1164,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137439828266,"2021-02-11T14:26:00.000+0000","2021021112","2021-02-11T12:26:00.000+0000","2021021111","2021021110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-11T04:55:00","FM-15","7","0.0",null,"2021-02-11T11:55:00.000+0000","2021021111",30,45,39,28.51,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-02-11T05:54:00","FM-15","6","0.0",null,"2021-02-11T11:54:00.000+0000",-27,-18,-19,28.68,270,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-11T17:12:00.000+0000","0.0","2021-02-11T02:05:00.000+0000","1.0","2021-02-11T04:57:00.000+0000"],[1,2,11,4,"2021-02-11 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",1157,1149,-8,0,0,-1,"1100-1159",1359,1331,-28,0,0,-2,"1300-1359",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",180389928257,"2021-02-11T17:57:00.000+0000","2021021115","2021-02-11T15:57:00.000+0000","2021021114","2021021113","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-02-11T09:54:00","FM-15","7","0.0",null,"2021-02-11T15:54:00.000+0000","2021021115",-27,-17,-18,28.71,270,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-11T08:50:00","FM-15","6","0.0",null,"2021-02-11T15:50:00.000+0000",32,50,42,28.56,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-11T20:59:00.000+0000","0.0","2021-02-11T14:26:00.000+0000","0.0","2021-02-11T17:12:00.000+0000"],[1,2,11,4,"2021-02-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",1454,1446,-8,0,0,-1,"1400-1459",1828,1819,-9,0,0,-1,"1800-1859",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94490394060,"2021-02-11T21:54:00.000+0000","2021021119","2021-02-11T19:54:00.000+0000","2021021118","2021021117","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-11T12:50:00","FM-15","6","0.0",null,"2021-02-11T19:50:00.000+0000","2021021119",28,68,49,28.52,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-02-11T13:21:00","FM-16","6","0.0","-SN:03 |SN |","2021-02-11T19:21:00.000+0000",-8,2,1,28.97,40,9,8,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-02-12T00:28:00.000+0000","0.0","2021-02-11T17:57:00.000+0000","0.0","2021-02-11T20:59:00.000+0000"],[1,2,11,4,"2021-02-11 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1913,1933,20,20,1,1,"1900-1959",2112,2111,-1,0,0,-1,"2100-2159",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",34360232972,"2021-02-12T01:13:00.000+0000","2021021123","2021-02-11T23:13:00.000+0000","2021021122","2021021121","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-02-11T16:56:00","FM-15","6","0.0","-SN:03 |SN |","2021-02-11T22:56:00.000+0000","2021021122",-8,1,0,28.96,20,9,6,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-11T15:47:00","FM-15","7","0.0",null,"2021-02-11T22:47:00.000+0000",27,73,51,28.48,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-12T04:12:00.000+0000","0.0","2021-02-11T21:54:00.000+0000","0.0","2021-02-12T00:28:00.000+0000"],[1,2,12,5,"2021-02-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",620,612,-8,0,0,-1,"0600-0659",724,722,-2,0,0,-1,"0700-0759",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",666759,"2021-02-12T13:20:00.000+0000","2021021211","2021-02-12T11:20:00.000+0000","2021021210","2021021209","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-12T04:15:00","FM-15","6","0.0",null,"2021-02-12T11:15:00.000+0000","2021021211",32,51,42,28.42,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-02-12T02:53:00","FM-15","6","0.0",null,"2021-02-12T10:53:00.000+0000",47,55,51,29.88,290,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-12T15:24:00.000+0000","20.0","2021-02-12T01:13:00.000+0000","0.0","2021-02-12T04:12:00.000+0000"],[1,2,12,5,"2021-02-12 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",809,809,0,0,0,0,"0800-0859",1100,1050,-10,0,0,-1,"1100-1159",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",103080184656,"2021-02-12T16:09:00.000+0000","2021021214","2021-02-12T14:09:00.000+0000","2021021213","2021021212","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-02-12T05:53:00","FM-15","6","0.0",null,"2021-02-12T13:53:00.000+0000","2021021213",47,54,50,29.94,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-12T06:50:00","FM-15","7","0.0",null,"2021-02-12T13:50:00.000+0000",32,54,44,28.38,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-12T18:00:00.000+0000","0.0","2021-02-12T13:20:00.000+0000","0.0","2021-02-12T15:24:00.000+0000"],[1,2,12,5,"2021-02-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1145,1132,-13,0,0,-1,"1100-1159",1318,1315,-3,0,0,-1,"1300-1359",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080184661,"2021-02-12T18:45:00.000+0000","2021021216","2021-02-12T16:45:00.000+0000","2021021215","2021021214","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-12T08:47:00","FM-15","7","0.0",null,"2021-02-12T15:47:00.000+0000","2021021215",30,57,45,28.38,140,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-02-12T07:56:00","FM-15","6","0.0",null,"2021-02-12T15:56:00.000+0000",8,14,12,26.82,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-12T21:18:00.000+0000","0.0","2021-02-12T16:09:00.000+0000","0.0","2021-02-12T18:00:00.000+0000"],[1,2,12,5,"2021-02-12 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1413,1413,0,0,0,0,"1400-1459",1731,1716,-15,0,0,-1,"1700-1759",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",111669337532,"2021-02-12T22:13:00.000+0000","2021021220","2021-02-12T20:13:00.000+0000","2021021219","2021021218","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-02-12T11:56:00","FM-15","6","0.0",null,"2021-02-12T19:56:00.000+0000","2021021219",10,19,16,26.8,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-12T12:50:00","FM-15","7","0.0",null,"2021-02-12T19:50:00.000+0000",30,72,52,28.33,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-13T00:31:00.000+0000","0.0","2021-02-12T18:45:00.000+0000","0.0","2021-02-12T21:18:00.000+0000"],[1,2,12,5,"2021-02-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",1816,1806,-10,0,0,-1,"1800-1859",2036,2045,9,9,0,0,"2000-2059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",154619367260,"2021-02-13T01:16:00.000+0000","2021021223","2021-02-12T23:16:00.000+0000","2021021222","2021021221","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-12T15:50:00","FM-15","6","0.0",null,"2021-02-12T22:50:00.000+0000","2021021222",32,70,51,28.27,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-12T16:06:00","FM-16","6","0.0","HZ:7 ||HZ","2021-02-12T23:06:00.000+0000",-15,-8,-9,25.6,320,5,4,"HZ:7 ","","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-13T03:36:00.000+0000","0.0","2021-02-12T22:13:00.000+0000","0.0","2021-02-13T00:31:00.000+0000"],[1,2,12,5,"2021-02-12 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",2121,2124,3,3,0,0,"2100-2159",2344,2330,-14,0,0,-1,"2300-2359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",214749227092,"2021-02-13T04:21:00.000+0000","2021021302","2021-02-13T02:21:00.000+0000","2021021301","2021021300","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-02-12T18:56:00","FM-15","6","0.0",null,"2021-02-13T01:56:00.000+0000","2021021301",-14,-9,-10,25.62,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-12T18:50:00","FM-15","6","0.0",null,"2021-02-13T01:50:00.000+0000",37,64,51,28.31,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-13T06:44:00.000+0000","0.0","2021-02-13T01:16:00.000+0000","0.0","2021-02-13T03:36:00.000+0000"],[1,2,13,6,"2021-02-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",740,727,-13,0,0,-1,"0700-0759",1131,1143,12,12,0,0,"1100-1159",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669685238,"2021-02-13T14:40:00.000+0000","2021021312","2021-02-13T12:40:00.000+0000","2021021311","2021021310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-13T04:50:00","FM-15","7","0.0",null,"2021-02-13T11:50:00.000+0000","2021021311",37,45,41,28.38,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-02-13T05:53:00","FM-15","7","0.0",null,"2021-02-13T11:53:00.000+0000",-25,-21,-21,29.55,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-13T17:31:00.000+0000","3.0","2021-02-13T04:21:00.000+0000","0.0","2021-02-13T06:44:00.000+0000"],[1,2,18,4,"2021-02-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",738,737,-1,0,0,-1,"0700-0759",1145,1147,2,2,0,0,"1100-1159",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8590878498,"2021-02-18T14:38:00.000+0000","2021021812","2021-02-18T12:38:00.000+0000","2021021811","2021021810","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-18T04:50:00","FM-15","7","0.0",null,"2021-02-18T11:50:00.000+0000","2021021811",14,43,33,28.67,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-02-18T05:45:00","FM-15","7","0.0",null,"2021-02-18T11:45:00.000+0000",-2,12,9,29.35,350,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-18T17:45:00.000+0000","0.0","2021-02-13T14:40:00.000+0000","12.0","2021-02-13T17:31:00.000+0000"],[1,2,18,4,"2021-02-18 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1235,1232,-3,0,0,-1,"1200-1259",1534,1452,-42,0,0,-2,"1500-1559",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",128849281918,"2021-02-18T18:35:00.000+0000","2021021816","2021-02-18T16:35:00.000+0000","2021021815","2021021814","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-02-18T09:45:00","FM-15","7","0.0",null,"2021-02-18T15:45:00.000+0000","2021021815",1,18,14,29.36,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-18T08:50:00","FM-15","7","0.0",null,"2021-02-18T15:50:00.000+0000",16,46,35,28.79,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-18T22:34:00.000+0000","0.0","2021-02-18T14:38:00.000+0000","0.0","2021-02-18T17:45:00.000+0000"],[1,2,18,4,"2021-02-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",1624,1631,7,7,0,0,"1600-1659",2014,2023,9,9,0,0,"2000-2059",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519191122,"2021-02-18T23:24:00.000+0000","2021021821","2021-02-18T21:24:00.000+0000","2021021820","2021021819","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-18T12:50:00","FM-15","7","0.0",null,"2021-02-18T19:50:00.000+0000","2021021819",14,59,42,28.81,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-02-18T14:54:00","FM-15","7","0.0",null,"2021-02-18T20:54:00.000+0000",11,23,20,29.62,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-19T02:14:00.000+0000","0.0","2021-02-18T18:35:00.000+0000","0.0","2021-02-18T22:34:00.000+0000"],[1,2,18,4,"2021-02-18 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",2059,2058,-1,0,0,-1,"2000-2059",2337,2303,-34,0,0,-2,"2300-2359",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",77310695623,"2021-02-19T02:59:00.000+0000","2021021900","2021-02-19T00:59:00.000+0000","2021021823","2021021822","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-02-18T18:54:00","FM-15","7","0.0",null,"2021-02-19T00:54:00.000+0000","2021021900",8,17,15,29.68,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-18T17:55:00","FM-15","7","0.0",null,"2021-02-19T00:55:00.000+0000",14,61,43,28.77,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-19T06:37:00.000+0000","7.0","2021-02-18T23:24:00.000+0000","0.0","2021-02-19T02:14:00.000+0000"],[1,2,19,5,"2021-02-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",710,818,68,68,1,4,"0700-0759",1056,1204,68,68,1,4,"1000-1059",0,0,1240,5,68,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519022223,"2021-02-19T14:10:00.000+0000","2021021912","2021-02-19T12:10:00.000+0000","2021021911","2021021910","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-19T04:50:00","FM-15","7","0.0",null,"2021-02-19T11:50:00.000+0000","2021021911",18,43,34,28.79,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-02-19T05:52:00","FM-15","7","0.0","BR:1 ||","2021-02-19T11:52:00.000+0000",1,4,3,29.34,180,6,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-19T16:56:00.000+0000","0.0","2021-02-19T02:59:00.000+0000","0.0","2021-02-19T06:37:00.000+0000"],[1,2,19,5,"2021-02-19 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1146,1245,59,59,1,3,"1100-1159",1414,1457,43,43,1,2,"1400-1459",0,0,1240,5,0,0,0,0,43,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",42950380131,"2021-02-19T17:46:00.000+0000","2021021915","2021-02-19T15:46:00.000+0000","2021021914","2021021913","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-02-19T08:52:00","FM-15","6","0.0","BR:1 ||","2021-02-19T14:52:00.000+0000","2021021914",5,7,7,29.35,250,3,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-19T07:50:00","FM-15","6","0.0",null,"2021-02-19T14:50:00.000+0000",18,41,33,28.82,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-19T21:14:00.000+0000","68.0","2021-02-19T14:10:00.000+0000","0.0","2021-02-19T16:56:00.000+0000"],[1,2,19,5,"2021-02-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1504,1558,54,54,1,3,"1500-1559",2012,2103,51,51,1,3,"2000-2059",0,0,1501,7,11,0,0,0,40,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120260094463,"2021-02-19T22:04:00.000+0000","2021021920","2021-02-19T20:04:00.000+0000","2021021919","2021021918","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-19T12:50:00","FM-15","6","0.0",null,"2021-02-19T19:50:00.000+0000","2021021919",12,64,44,28.76,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-02-19T14:54:00","FM-15","6","0.0",null,"2021-02-19T19:54:00.000+0000",6,20,16,29.42,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-20T01:12:00.000+0000","59.0","2021-02-19T17:46:00.000+0000","0.0","2021-02-19T21:14:00.000+0000"],[1,2,19,5,"2021-02-19 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2102,2147,45,45,1,3,"2100-2159",2311,2349,38,38,1,2,"2300-2359",0,0,1501,7,0,0,0,0,38,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",51540467368,"2021-02-20T02:02:00.000+0000","2021022000","2021-02-20T00:02:00.000+0000","2021021923","2021021922","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-02-19T18:54:00","FM-15","6","0.0","-SN:03 |SN |","2021-02-19T23:54:00.000+0000","2021021923",9,17,15,29.43,230,11,5,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-19T16:55:00","FM-15","6","0.0",null,"2021-02-19T23:55:00.000+0000",12,68,46,28.67,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-20T06:11:00.000+0000","54.0","2021-02-19T22:04:00.000+0000","0.0","2021-02-20T01:12:00.000+0000"],[1,2,24,3,"2021-02-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",753,744,-9,0,0,-1,"0700-0759",922,910,-12,0,0,-1,"0900-0959",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180389879362,"2021-02-24T14:53:00.000+0000","2021022412","2021-02-24T12:53:00.000+0000","2021022411","2021022410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-24T05:50:00","FM-15","7","0.0",null,"2021-02-24T12:50:00.000+0000","2021022412",21,45,36,28.55,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-02-24T04:56:00","FM-15","7","0.0",null,"2021-02-24T11:56:00.000+0000",16,24,21,25.51,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-24T16:22:00.000+0000","45.0","2021-02-20T02:02:00.000+0000","38.0","2021-02-20T06:11:00.000+0000"],[1,2,24,3,"2021-02-24 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1007,1005,-2,0,0,-1,"1000-1059",1137,1144,7,7,0,0,"1100-1159",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",103080090853,"2021-02-24T17:07:00.000+0000","2021022415","2021-02-24T15:07:00.000+0000","2021022414","2021022413","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-02-24T07:56:00","FM-15","7","0.0",null,"2021-02-24T14:56:00.000+0000","2021022414",23,30,27,25.53,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-24T07:50:00","FM-15","7","0.0",null,"2021-02-24T14:50:00.000+0000",21,46,36,28.58,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-24T18:37:00.000+0000","0.0","2021-02-24T14:53:00.000+0000","0.0","2021-02-24T16:22:00.000+0000"],[1,2,24,3,"2021-02-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",1222,1228,6,6,0,0,"1200-1259",1433,1423,-10,0,0,-1,"1400-1459",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749135027,"2021-02-24T19:22:00.000+0000","2021022417","2021-02-24T17:22:00.000+0000","2021022416","2021022415","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-24T09:50:00","FM-15","7","0.0",null,"2021-02-24T16:50:00.000+0000","2021022416",19,61,44,28.6,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-02-24T09:52:00","FM-15","7","0.0",null,"2021-02-24T16:52:00.000+0000",23,35,30,26.84,320,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-24T21:33:00.000+0000","0.0","2021-02-24T17:07:00.000+0000","0.0","2021-02-24T18:37:00.000+0000"],[1,2,24,3,"2021-02-24 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1518,1526,8,8,0,0,"1500-1559",1747,1743,-4,0,0,-1,"1700-1759",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",77310330676,"2021-02-24T22:18:00.000+0000","2021022420","2021-02-24T20:18:00.000+0000","2021022419","2021022418","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-02-24T12:52:00","FM-15","7","0.0",null,"2021-02-24T19:52:00.000+0000","2021022419",17,39,31,26.85,320,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-24T12:50:00","FM-15","7","0.0",null,"2021-02-24T19:50:00.000+0000",27,73,51,28.55,230,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-25T00:47:00.000+0000","6.0","2021-02-24T19:22:00.000+0000","0.0","2021-02-24T21:33:00.000+0000"],[1,2,25,4,"2021-02-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",600,552,-8,0,0,-1,"0600-0659",757,748,-9,0,0,-1,"0700-0759",0,0,704,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079293781,"2021-02-25T13:00:00.000+0000","2021022511","2021-02-25T11:00:00.000+0000","2021022510","2021022509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-25T03:55:00","FM-15","7","0.0",null,"2021-02-25T10:55:00.000+0000","2021022510",21,53,40,28.51,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-02-25T03:53:00","FM-15","7","0.0",null,"2021-02-25T10:53:00.000+0000",0,2,2,25.53,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-25T14:57:00.000+0000","8.0","2021-02-24T22:18:00.000+0000","0.0","2021-02-25T00:47:00.000+0000"],[1,2,25,4,"2021-02-25 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",842,840,-2,0,0,-1,"0800-0859",1037,1026,-11,0,0,-1,"1000-1059",0,0,704,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",223338548571,"2021-02-25T15:42:00.000+0000","2021022513","2021-02-25T13:42:00.000+0000","2021022512","2021022511","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-02-25T05:53:00","FM-15","7","0.0",null,"2021-02-25T12:53:00.000+0000","2021022512",5,7,7,25.51,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-25T05:50:00","FM-15","7","0.0",null,"2021-02-25T12:50:00.000+0000",21,50,38,28.53,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-25T17:37:00.000+0000","0.0","2021-02-25T13:00:00.000+0000","0.0","2021-02-25T14:57:00.000+0000"],[1,2,25,4,"2021-02-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1122,1116,-6,0,0,-1,"1100-1159",1445,1442,-3,0,0,-1,"1400-1459",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60129920367,"2021-02-25T18:22:00.000+0000","2021022516","2021-02-25T16:22:00.000+0000","2021022515","2021022514","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-25T08:50:00","FM-15","7","0.0",null,"2021-02-25T15:50:00.000+0000","2021022515",21,55,41,28.59,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-02-25T09:53:00","FM-15","7","0.0",null,"2021-02-25T15:53:00.000+0000",65,71,67,30.09,140,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-25T20:45:00.000+0000","0.0","2021-02-25T15:42:00.000+0000","0.0","2021-02-25T17:37:00.000+0000"],[1,2,25,4,"2021-02-25 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1530,1517,-13,0,0,-1,"1500-1559",1706,1656,-10,0,0,-1,"1700-1759",0,0,998,4,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",197568689724,"2021-02-25T21:30:00.000+0000","2021022519","2021-02-25T19:30:00.000+0000","2021022518","2021022517","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-02-25T12:53:00","FM-15","7","0.0",null,"2021-02-25T18:53:00.000+0000","2021022518",65,69,66,30.05,110,13,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-25T11:55:00","FM-15","7","0.0",null,"2021-02-25T18:55:00.000+0000",16,64,44,28.6,150,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-26T00:06:00.000+0000","0.0","2021-02-25T18:22:00.000+0000","0.0","2021-02-25T20:45:00.000+0000"],[1,2,25,4,"2021-02-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12003,"GTF","MT",1752,1744,-8,0,0,-1,"1700-1759",2018,2009,-9,0,0,-1,"2000-2059",0,0,978,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68719509762,"2021-02-26T00:52:00.000+0000","2021022522","2021-02-25T22:52:00.000+0000","2021022521","2021022520","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-25T15:50:00","FM-15","7","0.0",null,"2021-02-25T22:50:00.000+0000","2021022522",12,64,44,28.55,250,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-02-25T14:53:00","FM-15","7","0.0",null,"2021-02-25T21:53:00.000+0000",11,37,28,25.95,240,33,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-26T03:18:00.000+0000","0.0","2021-02-25T21:30:00.000+0000","0.0","2021-02-26T00:06:00.000+0000"],[1,2,25,4,"2021-02-25 00:00:00","G4",20368,"281NV",12003,"GTF","MT",10466,"AZA","AZ",2103,2048,-15,0,0,-1,"2100-2159",2329,2311,-18,0,0,-2,"2300-2359",0,0,978,4,0,0,0,0,0,2021,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver",214749498092,"2021-02-26T04:03:00.000+0000","2021022602","2021-02-26T02:03:00.000+0000","2021022601","2021022600","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-02-25T18:53:00","FM-15","7","0.0",null,"2021-02-26T01:53:00.000+0000","2021022601",14,32,26,25.91,230,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-25T18:50:00","FM-15","7","0.0",null,"2021-02-26T01:50:00.000+0000",10,59,41,28.55,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-26T06:29:00.000+0000","0.0","2021-02-26T00:52:00.000+0000","0.0","2021-02-26T03:18:00.000+0000"],[1,2,26,5,"2021-02-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",700,645,-15,0,0,-1,"0700-0759",1044,1026,-18,0,0,-2,"1000-1059",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929400598,"2021-02-26T14:00:00.000+0000","2021022612","2021-02-26T12:00:00.000+0000","2021022611","2021022610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-26T04:55:00","FM-15","7","0.0",null,"2021-02-26T11:55:00.000+0000","2021022611",14,39,30,28.57,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-02-26T05:52:00","FM-15","7","0.0","BR:1 ||","2021-02-26T11:52:00.000+0000",16,17,17,29.2,160,7,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-26T16:44:00.000+0000","0.0","2021-02-26T04:03:00.000+0000","0.0","2021-02-26T06:29:00.000+0000"],[1,2,26,5,"2021-02-26 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1134,1117,-17,0,0,-2,"1100-1159",1400,1341,-19,0,0,-2,"1400-1459",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",120259576237,"2021-02-26T17:34:00.000+0000","2021022615","2021-02-26T15:34:00.000+0000","2021022614","2021022613","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-02-26T08:52:00","FM-15","7","0.0",null,"2021-02-26T14:52:00.000+0000","2021022614",23,28,26,29.18,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-26T07:50:00","FM-15","7","0.0",null,"2021-02-26T14:50:00.000+0000",16,39,31,28.6,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-26T21:00:00.000+0000","0.0","2021-02-26T14:00:00.000+0000","0.0","2021-02-26T16:44:00.000+0000"],[1,2,26,5,"2021-02-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1450,1433,-17,0,0,-2,"1400-1459",1958,1936,-22,0,0,-2,"1900-1959",0,0,1501,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130892706,"2021-02-26T21:50:00.000+0000","2021022619","2021-02-26T19:50:00.000+0000","2021022618","2021022617","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-26T11:50:00","FM-15","7","0.0",null,"2021-02-26T18:50:00.000+0000","2021022618",18,61,43,28.58,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-02-26T13:54:00","FM-15","7","0.0",null,"2021-02-26T18:54:00.000+0000",20,40,33,29.33,130,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-27T00:58:00.000+0000","0.0","2021-02-26T17:34:00.000+0000","0.0","2021-02-26T21:00:00.000+0000"],[1,2,26,5,"2021-02-26 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2048,2023,-25,0,0,-2,"2000-2059",2256,2235,-21,0,0,-2,"2200-2259",0,0,1501,7,0,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",77310101511,"2021-02-27T01:48:00.000+0000","2021022623","2021-02-26T23:48:00.000+0000","2021022622","2021022621","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-02-26T17:54:00","FM-15","7","0.0",null,"2021-02-26T22:54:00.000+0000","2021022622",21,39,32,29.18,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-26T15:50:00","FM-15","7","0.0",null,"2021-02-26T22:50:00.000+0000",14,68,46,28.45,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-27T05:56:00.000+0000","0.0","2021-02-26T21:50:00.000+0000","0.0","2021-02-27T00:58:00.000+0000"],[1,2,27,6,"2021-02-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",820,814,-6,0,0,-1,"0800-0859",1151,1137,-14,0,0,-1,"1100-1159",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518374379,"2021-02-27T15:20:00.000+0000","2021022713","2021-02-27T13:20:00.000+0000","2021022712","2021022711","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-27T05:47:00","FM-15","7","0.0",null,"2021-02-27T12:47:00.000+0000","2021022712",16,43,33,28.41,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-02-27T06:56:00","FM-15","7","0.0",null,"2021-02-27T12:56:00.000+0000",20,23,22,28.28,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-27T17:51:00.000+0000","0.0","2021-02-27T01:48:00.000+0000","0.0","2021-02-27T05:56:00.000+0000"],[1,2,27,6,"2021-02-27 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1236,1227,-9,0,0,-1,"1200-1259",1433,1430,-3,0,0,-1,"1400-1459",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",85899413596,"2021-02-27T18:36:00.000+0000","2021022716","2021-02-27T16:36:00.000+0000","2021022715","2021022714","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-02-27T09:56:00","FM-15","7","0.0",null,"2021-02-27T15:56:00.000+0000","2021022715",31,38,35,28.37,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-27T08:47:00","FM-15","7","0.0",null,"2021-02-27T15:47:00.000+0000",19,48,37,28.46,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-27T21:33:00.000+0000","0.0","2021-02-27T15:20:00.000+0000","0.0","2021-02-27T17:51:00.000+0000"],[1,2,27,6,"2021-02-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15008,"STC","MN",1519,1548,29,29,1,1,"1500-1559",1918,1924,6,6,0,0,"1900-1959",0,0,1259,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17179992990,"2021-02-27T22:19:00.000+0000","2021022720","2021-02-27T20:19:00.000+0000","2021022719","2021022718","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-27T11:47:00","FM-15","7","0.0",null,"2021-02-27T18:47:00.000+0000","2021022718",14,64,44,28.45,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-02-27T13:53:00","FM-15","7","0.0",null,"2021-02-27T19:53:00.000+0000",28,40,35,28.84,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-28T01:18:00.000+0000","0.0","2021-02-27T18:36:00.000+0000","0.0","2021-02-27T21:33:00.000+0000"],[1,2,27,6,"2021-02-27 00:00:00","G4",20368,"281NV",15008,"STC","MN",10466,"AZA","AZ",2013,2015,2,2,0,0,"2000-2059",2233,2247,14,14,0,0,"2200-2259",0,0,1259,6,0,0,0,0,0,2021,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago",223339247515,"2021-02-28T02:13:00.000+0000","2021022800","2021-02-28T00:13:00.000+0000","2021022723","2021022722","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-02-27T17:53:00","FM-15","7","0.0",null,"2021-02-27T23:53:00.000+0000","2021022723",27,37,33,28.83,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-27T16:55:00","FM-15","4","0.0",null,"2021-02-27T23:55:00.000+0000",10,70,null,null,270,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-28T05:33:00.000+0000","29.0","2021-02-27T22:19:00.000+0000","0.0","2021-02-28T01:18:00.000+0000"],[1,2,28,7,"2021-02-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",710,710,0,0,0,0,"0700-0759",1234,1217,-17,0,0,-2,"1200-1259",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51540822631,"2021-02-28T14:10:00.000+0000","2021022812","2021-02-28T12:10:00.000+0000","2021022811","2021022810","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-28T04:50:00","FM-15","7","0.0",null,"2021-02-28T11:50:00.000+0000","2021022811",7,48,34,28.54,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-02-28T06:53:00","FM-15","7","0.0","BR:1 ||","2021-02-28T11:53:00.000+0000",23,25,24,29.23,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-28T17:34:00.000+0000","2.0","2021-02-28T02:13:00.000+0000","14.0","2021-02-28T05:33:00.000+0000"],[1,2,28,7,"2021-02-28 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1324,1314,-10,0,0,-1,"1300-1359",1527,1518,-9,0,0,-1,"1500-1559",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",111669267793,"2021-02-28T18:24:00.000+0000","2021022816","2021-02-28T16:24:00.000+0000","2021022815","2021022814","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-02-28T10:53:00","FM-15","7","0.0",null,"2021-02-28T15:53:00.000+0000","2021022815",32,45,39,29.06,null,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-28T08:47:00","FM-15","7","0.0",null,"2021-02-28T15:47:00.000+0000",3,50,35,28.61,310,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-02-28T22:27:00.000+0000","0.0","2021-02-28T14:10:00.000+0000","0.0","2021-02-28T17:34:00.000+0000"],[1,2,28,7,"2021-02-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",1617,1640,23,23,1,1,"1600-1659",2003,2021,18,18,1,1,"2000-2059",0,0,1312,6,18,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080529462,"2021-02-28T23:17:00.000+0000","2021022821","2021-02-28T21:17:00.000+0000","2021022820","2021022819","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-28T13:50:00","FM-15","7","0.0",null,"2021-02-28T20:50:00.000+0000","2021022820",0,61,40,28.61,350,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-02-28T14:54:00","FM-15","7","0.0",null,"2021-02-28T20:54:00.000+0000",35,46,41,29.14,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-01T02:03:00.000+0000","0.0","2021-02-28T18:24:00.000+0000","0.0","2021-02-28T22:27:00.000+0000"],[1,2,28,7,"2021-02-28 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",2048,2056,8,8,0,0,"2000-2059",2321,2315,-6,0,0,-1,"2300-2359",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",197569458369,"2021-03-01T02:48:00.000+0000","2021030100","2021-03-01T00:48:00.000+0000","2021022823","2021022822","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-02-28T17:54:00","FM-15","7","0.0",null,"2021-02-28T23:54:00.000+0000","2021022823",31,38,35,29.23,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-02-28T16:55:00","FM-15","4","0.0",null,"2021-02-28T23:55:00.000+0000",-8,61,null,null,330,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-01T06:21:00.000+0000","23.0","2021-02-28T23:17:00.000+0000","0.0","2021-03-01T02:03:00.000+0000"],[1,3,1,1,"2021-03-01 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",640,640,0,0,0,0,"0600-0659",812,800,-12,0,0,-1,"0800-0859",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206158856853,"2021-03-01T13:40:00.000+0000","2021030111","2021-03-01T11:40:00.000+0000","2021030110","2021030109","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-01T04:35:00","FM-15","7","0.0",null,"2021-03-01T11:35:00.000+0000","2021030111",1,37,27,28.78,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-03-01T02:56:00","FM-15","7","0.0",null,"2021-03-01T10:56:00.000+0000",24,35,31,26.88,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-01T16:12:00.000+0000","8.0","2021-03-01T02:48:00.000+0000","0.0","2021-03-01T06:21:00.000+0000"],[1,3,1,1,"2021-03-01 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",907,853,-14,0,0,-1,"0900-0959",1223,1225,2,2,0,0,"1200-1259",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",146028913308,"2021-03-01T17:07:00.000+0000","2021030115","2021-03-01T15:07:00.000+0000","2021030114","2021030113","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-03-01T06:56:00","FM-15","7","0.0",null,"2021-03-01T14:56:00.000+0000","2021030114",23,33,29,26.86,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-01T07:50:00","FM-15","7","0.0",null,"2021-03-01T14:50:00.000+0000",7,37,28,28.83,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-01T19:23:00.000+0000","0.0","2021-03-01T13:40:00.000+0000","0.0","2021-03-01T16:12:00.000+0000"],[1,3,1,1,"2021-03-01 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1308,1317,9,9,0,0,"1300-1359",1437,1437,0,0,0,0,"1400-1459",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079260456,"2021-03-01T20:08:00.000+0000","2021030118","2021-03-01T18:08:00.000+0000","2021030117","2021030116","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-01T10:55:00","FM-15","7","0.0",null,"2021-03-01T17:55:00.000+0000","2021030117",0,61,40,28.85,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-01T10:56:00","FM-15","7","0.0",null,"2021-03-01T17:56:00.000+0000",18,32,27,25.79,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-01T21:37:00.000+0000","0.0","2021-03-01T17:07:00.000+0000","0.0","2021-03-01T19:23:00.000+0000"],[1,3,1,1,"2021-03-01 00:00:00","G4",20368,"281NV",14314,"PVU","UT",14908,"SNA","CA",1522,1512,-10,0,0,-1,"1500-1559",1606,1554,-12,0,0,-1,"1600-1659",0,0,565,3,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",128849080995,"2021-03-01T22:22:00.000+0000","2021030120","2021-03-01T20:22:00.000+0000","2021030119","2021030118","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-01T12:56:00","FM-15","7","0.0",null,"2021-03-01T19:56:00.000+0000","2021030119",18,38,31,25.76,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-03-01T11:53:00","FM-15","7","0.0",null,"2021-03-01T19:53:00.000+0000",14,71,48,30.09,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-02T00:06:00.000+0000","9.0","2021-03-01T20:08:00.000+0000","0.0","2021-03-01T21:37:00.000+0000"],[1,3,1,1,"2021-03-01 00:00:00","G4",20368,"281NV",14908,"SNA","CA",10713,"BOI","ID",1651,1648,-3,0,0,-1,"1600-1659",1945,1941,-4,0,0,-1,"1900-1959",0,0,688,3,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",223338576392,"2021-03-02T00:51:00.000+0000","2021030122","2021-03-01T22:51:00.000+0000","2021030121","2021030120","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-03-01T13:53:00","FM-15","7","0.0",null,"2021-03-01T21:53:00.000+0000","2021030121",14,72,48,30.04,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-03-01T14:53:00","FM-15","7","0.0",null,"2021-03-01T21:53:00.000+0000",22,51,39,27.19,120,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-02T02:45:00.000+0000","0.0","2021-03-01T22:22:00.000+0000","0.0","2021-03-02T00:06:00.000+0000"],[1,3,1,1,"2021-03-01 00:00:00","G4",20368,"281NV",10713,"BOI","ID",10466,"AZA","AZ",2030,2012,-18,0,0,-2,"2000-2059",2236,2211,-25,0,0,-2,"2200-2259",0,0,749,3,0,0,0,0,0,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",188979747680,"2021-03-02T03:30:00.000+0000","2021030201","2021-03-02T01:30:00.000+0000","2021030200","2021030123","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-03-01T17:53:00","FM-15","7","0.0",null,"2021-03-02T00:53:00.000+0000","2021030200",24,49,39,27.16,140,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-01T17:50:00","FM-15","7","0.0",null,"2021-03-02T00:50:00.000+0000",9,68,45,28.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-02T05:36:00.000+0000","0.0","2021-03-02T00:51:00.000+0000","0.0","2021-03-02T02:45:00.000+0000"],[1,3,3,3,"2021-03-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",740,733,-7,0,0,-1,"0700-0759",1150,1140,-10,0,0,-1,"1100-1159",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770402905,"2021-03-03T14:40:00.000+0000","2021030312","2021-03-03T12:40:00.000+0000","2021030311","2021030310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-03T04:50:00","FM-15","7","0.0",null,"2021-03-03T11:50:00.000+0000","2021030311",16,46,35,28.44,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-03-03T05:45:00","FM-15","7","0.0",null,"2021-03-03T11:45:00.000+0000",27,28,28,28.89,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-03T17:50:00.000+0000","0.0","2021-03-02T03:30:00.000+0000","0.0","2021-03-02T05:36:00.000+0000"],[1,3,3,3,"2021-03-03 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1240,1235,-5,0,0,-1,"1200-1259",1527,1525,-2,0,0,-1,"1500-1559",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",171799819019,"2021-03-03T18:40:00.000+0000","2021030316","2021-03-03T16:40:00.000+0000","2021030315","2021030314","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-03-03T09:45:00","FM-15","7","0.0",null,"2021-03-03T15:45:00.000+0000","2021030315",28,39,35,28.97,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-03T08:50:00","FM-15","7","0.0",null,"2021-03-03T15:50:00.000+0000",19,57,42,28.46,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-03T22:27:00.000+0000","0.0","2021-03-03T14:40:00.000+0000","0.0","2021-03-03T17:50:00.000+0000"],[1,3,3,3,"2021-03-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1616,1655,39,39,1,2,"1600-1659",1943,2052,69,69,1,4,"1900-1959",0,0,1026,5,39,30,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180388941707,"2021-03-03T23:16:00.000+0000","2021030321","2021-03-03T21:16:00.000+0000","2021030320","2021030319","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-03T13:50:00","FM-15","7","0.0","BL:5 DU:5 ||DU","2021-03-03T20:50:00.000+0000","2021030320",14,84,53,28.33,170,21,10,"BL:5 DU:5 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-03-03T14:52:00","FM-15","7","0.0",null,"2021-03-03T20:52:00.000+0000",31,65,49,28.96,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-04T01:43:00.000+0000","0.0","2021-03-03T18:40:00.000+0000","0.0","2021-03-03T22:27:00.000+0000"],[1,3,3,3,"2021-03-03 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",2028,2150,82,82,1,5,"2000-2059",2214,2336,82,82,1,5,"2200-2259",0,0,1026,5,26,0,0,0,56,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",85899518583,"2021-03-04T02:28:00.000+0000","2021030400","2021-03-04T00:28:00.000+0000","2021030323","2021030322","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-03-03T17:52:00","FM-15","7","0.0",null,"2021-03-03T23:52:00.000+0000","2021030323",37,59,48,28.97,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-03T17:20:00","FM-15","7","0.0","BL:5 DU:5 s ||DU","2021-03-04T00:20:00.000+0000",27,73,51,28.36,230,37,null,"BL:5 DU:5 s ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-04T05:14:00.000+0000","39.0","2021-03-03T23:16:00.000+0000","0.0","2021-03-04T01:43:00.000+0000"],[1,3,4,4,"2021-03-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",640,622,-18,0,0,-2,"0600-0659",909,845,-24,0,0,-2,"0900-0959",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206158711171,"2021-03-04T13:40:00.000+0000","2021030411","2021-03-04T11:40:00.000+0000","2021030410","2021030409","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-04T04:35:00","FM-15","7","0.0",null,"2021-03-04T11:35:00.000+0000","2021030411",37,49,43,28.63,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-03-04T03:53:00","FM-15","7","0.0",null,"2021-03-04T10:53:00.000+0000",25,26,26,26.7,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-04T16:09:00.000+0000","82.0","2021-03-04T02:28:00.000+0000","82.0","2021-03-04T05:14:00.000+0000"],[1,3,4,4,"2021-03-04 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",954,945,-9,0,0,-1,"0900-0959",1224,1203,-21,0,0,-2,"1200-1259",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",206159341654,"2021-03-04T16:54:00.000+0000","2021030414","2021-03-04T14:54:00.000+0000","2021030413","2021030412","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-03-04T07:53:00","FM-15","7","0.0",null,"2021-03-04T14:53:00.000+0000","2021030414",24,26,25,26.77,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-04T07:50:00","FM-15","7","0.0",null,"2021-03-04T14:50:00.000+0000",37,48,43,28.71,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-04T19:24:00.000+0000","0.0","2021-03-04T13:40:00.000+0000","0.0","2021-03-04T16:09:00.000+0000"],[1,3,4,4,"2021-03-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1309,1302,-7,0,0,-1,"1300-1359",1443,1441,-2,0,0,-1,"1400-1459",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128849955559,"2021-03-04T20:09:00.000+0000","2021030418","2021-03-04T18:09:00.000+0000","2021030417","2021030416","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-04T10:55:00","FM-15","7","0.0",null,"2021-03-04T17:55:00.000+0000","2021030417",41,61,51,28.75,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-03-04T09:53:00","FM-15","7","0.0",null,"2021-03-04T17:53:00.000+0000",36,46,42,29.62,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-04T22:43:00.000+0000","0.0","2021-03-04T16:54:00.000+0000","0.0","2021-03-04T19:24:00.000+0000"],[1,3,4,4,"2021-03-04 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1528,1524,-4,0,0,-1,"1500-1559",1855,1837,-18,0,0,-2,"1800-1859",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",214749486214,"2021-03-04T23:28:00.000+0000","2021030421","2021-03-04T21:28:00.000+0000","2021030420","2021030419","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-03-04T12:53:00","FM-15","7","0.0",null,"2021-03-04T20:53:00.000+0000","2021030420",37,59,48,29.62,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-04T13:50:00","FM-15","7","0.0",null,"2021-03-04T20:50:00.000+0000",39,66,52,28.72,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T01:55:00.000+0000","0.0","2021-03-04T20:09:00.000+0000","0.0","2021-03-04T22:43:00.000+0000"],[1,3,4,4,"2021-03-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1940,1931,-9,0,0,-1,"1900-1959",2108,2101,-7,0,0,-1,"2100-2159",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130392582,"2021-03-05T02:40:00.000+0000","2021030500","2021-03-05T00:40:00.000+0000","2021030423","2021030422","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-04T16:50:00","FM-15","7","0.0",null,"2021-03-04T23:50:00.000+0000","2021030423",36,68,52,28.71,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-04T16:56:00","FM-15","7","0.0",null,"2021-03-04T23:56:00.000+0000",36,49,43,25.66,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T04:08:00.000+0000","0.0","2021-03-04T23:28:00.000+0000","0.0","2021-03-05T01:55:00.000+0000"],[1,3,4,4,"2021-03-04 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2153,2149,-4,0,0,-1,"2100-2159",2324,2343,19,19,1,1,"2300-2359",0,0,477,2,0,0,19,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",60129781889,"2021-03-05T04:53:00.000+0000","2021030502","2021-03-05T02:53:00.000+0000","2021030501","2021030500","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-04T18:56:00","FM-15","7","0.0",null,"2021-03-05T01:56:00.000+0000","2021030501",36,45,41,25.69,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-04T19:50:00","FM-15","7","0.0",null,"2021-03-05T02:50:00.000+0000",36,63,50,28.72,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T06:24:00.000+0000","0.0","2021-03-05T02:40:00.000+0000","0.0","2021-03-05T04:08:00.000+0000"],[1,3,5,5,"2021-03-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",640,630,-10,0,0,-1,"0600-0659",851,843,-8,0,0,-1,"0800-0859",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159108215,"2021-03-05T13:40:00.000+0000","2021030511","2021-03-05T11:40:00.000+0000","2021030510","2021030509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-05T04:35:00","FM-15","7","0.0",null,"2021-03-05T11:35:00.000+0000","2021030511",33,44,39,28.71,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-03-05T03:52:00","FM-15","7","0.0",null,"2021-03-05T10:52:00.000+0000",21,33,29,26.9,300,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T15:51:00.000+0000","0.0","2021-03-05T04:53:00.000+0000","19.0","2021-03-05T06:24:00.000+0000"],[1,3,5,5,"2021-03-05 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",936,934,-2,0,0,-1,"0900-0959",1157,1138,-19,0,0,-2,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",103080448342,"2021-03-05T16:36:00.000+0000","2021030514","2021-03-05T14:36:00.000+0000","2021030513","2021030512","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-03-05T06:52:00","FM-15","7","0.0",null,"2021-03-05T13:52:00.000+0000","2021030513",23,40,33,26.92,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-05T06:50:00","FM-15","7","0.0",null,"2021-03-05T13:50:00.000+0000",32,46,40,28.69,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T18:57:00.000+0000","0.0","2021-03-05T13:40:00.000+0000","0.0","2021-03-05T15:51:00.000+0000"],[1,3,5,5,"2021-03-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1247,1244,-3,0,0,-1,"1200-1259",1253,1250,-3,0,0,-1,"1200-1259",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338725348,"2021-03-05T19:47:00.000+0000","2021030517","2021-03-05T17:47:00.000+0000","2021030516","2021030515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-05T09:50:00","FM-15","7","0.0",null,"2021-03-05T16:50:00.000+0000","2021030516",32,63,48,28.69,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-03-05T08:56:00","FM-15","7","0.0",null,"2021-03-05T16:56:00.000+0000",25,59,44,27.98,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T20:53:00.000+0000","0.0","2021-03-05T16:36:00.000+0000","0.0","2021-03-05T18:57:00.000+0000"],[1,3,5,5,"2021-03-05 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",1338,1326,-12,0,0,-1,"1300-1359",1551,1531,-20,0,0,-2,"1500-1559",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",128850146046,"2021-03-05T21:38:00.000+0000","2021030519","2021-03-05T19:38:00.000+0000","2021030518","2021030517","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-03-05T10:56:00","FM-15","7","0.0",null,"2021-03-05T18:56:00.000+0000","2021030518",26,64,47,27.95,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-05T11:50:00","FM-15","7","0.0",null,"2021-03-05T18:50:00.000+0000",30,72,52,28.67,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-05T22:51:00.000+0000","0.0","2021-03-05T19:47:00.000+0000","0.0","2021-03-05T20:53:00.000+0000"],[1,3,5,5,"2021-03-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",1636,1628,-8,0,0,-1,"1600-1659",2007,2007,0,0,0,0,"2000-2059",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85900198751,"2021-03-05T23:36:00.000+0000","2021030521","2021-03-05T21:36:00.000+0000","2021030520","2021030519","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-05T13:50:00","FM-15","7","0.0",null,"2021-03-05T20:50:00.000+0000","2021030520",28,77,53,28.58,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-03-05T14:56:00","FM-15","7","0.0",null,"2021-03-05T20:56:00.000+0000",38,55,47,28.72,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-06T02:07:00.000+0000","0.0","2021-03-05T21:38:00.000+0000","0.0","2021-03-05T22:51:00.000+0000"],[1,3,5,5,"2021-03-05 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",2052,2043,-9,0,0,-1,"2000-2059",2245,2219,-26,0,0,-2,"2200-2259",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",180388714297,"2021-03-06T02:52:00.000+0000","2021030600","2021-03-06T00:52:00.000+0000","2021030523","2021030522","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-03-05T17:56:00","FM-15","7","0.0",null,"2021-03-05T23:56:00.000+0000","2021030523",39,50,45,28.72,20,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-05T17:50:00","FM-15","7","0.0",null,"2021-03-06T00:50:00.000+0000",27,79,54,28.51,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-06T05:45:00.000+0000","0.0","2021-03-05T23:36:00.000+0000","0.0","2021-03-06T02:07:00.000+0000"],[1,3,6,6,"2021-03-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",720,710,-10,0,0,-1,"0700-0759",1108,1104,-4,0,0,-1,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8591213981,"2021-03-06T14:20:00.000+0000","2021030612","2021-03-06T12:20:00.000+0000","2021030611","2021030610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-06T04:47:00","FM-15","7","0.0",null,"2021-03-06T11:47:00.000+0000","2021030611",23,55,42,28.49,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-03-06T05:54:00","FM-15","7","0.0",null,"2021-03-06T11:54:00.000+0000",24,32,29,29.64,80,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-06T17:08:00.000+0000","0.0","2021-03-06T02:52:00.000+0000","0.0","2021-03-06T05:45:00.000+0000"],[1,3,6,6,"2021-03-06 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1153,1142,-11,0,0,-1,"1100-1159",1421,1348,-33,0,0,-2,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",249109035264,"2021-03-06T17:53:00.000+0000","2021030615","2021-03-06T15:53:00.000+0000","2021030614","2021030613","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-03-06T08:54:00","FM-15","7","0.0",null,"2021-03-06T14:54:00.000+0000","2021030614",26,41,35,29.66,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-06T08:47:00","FM-15","7","0.0",null,"2021-03-06T15:47:00.000+0000",28,70,50,28.53,100,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-06T21:21:00.000+0000","0.0","2021-03-06T14:20:00.000+0000","0.0","2021-03-06T17:08:00.000+0000"],[1,3,6,6,"2021-03-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",1516,1504,-12,0,0,-1,"1500-1559",1851,1837,-14,0,0,-1,"1800-1859",0,0,1137,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720755761,"2021-03-06T22:16:00.000+0000","2021030620","2021-03-06T20:16:00.000+0000","2021030619","2021030618","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-06T12:50:00","FM-15","7","0.0",null,"2021-03-06T19:50:00.000+0000","2021030619",27,81,55,28.48,120,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-06T13:54:00","FM-15","7","0.0",null,"2021-03-06T19:54:00.000+0000",34,56,46,29.2,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-07T00:51:00.000+0000","0.0","2021-03-06T17:53:00.000+0000","0.0","2021-03-06T21:21:00.000+0000"],[1,3,6,6,"2021-03-06 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",1936,1926,-10,0,0,-1,"1900-1959",2138,2111,-27,0,0,-2,"2100-2159",0,0,1137,5,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",8590351810,"2021-03-07T01:36:00.000+0000","2021030623","2021-03-06T23:36:00.000+0000","2021030622","2021030621","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-06T16:54:00","FM-15","7","0.0",null,"2021-03-06T22:54:00.000+0000","2021030622",35,58,47,29.15,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-06T15:50:00","FM-15","7","0.0",null,"2021-03-06T22:50:00.000+0000",23,82,54,28.43,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-07T04:38:00.000+0000","0.0","2021-03-06T22:16:00.000+0000","0.0","2021-03-07T00:51:00.000+0000"],[1,3,7,7,"2021-03-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",700,654,-6,0,0,-1,"0700-0759",1223,1227,4,4,0,0,"1200-1259",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669478186,"2021-03-07T14:00:00.000+0000","2021030712","2021-03-07T12:00:00.000+0000","2021030711","2021030710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-07T04:47:00","FM-15","7","0.0",null,"2021-03-07T11:47:00.000+0000","2021030711",25,54,42,28.48,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-03-07T06:53:00","FM-15","7","0.0",null,"2021-03-07T11:53:00.000+0000",7,11,10,29.75,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-07T17:23:00.000+0000","0.0","2021-03-07T01:36:00.000+0000","0.0","2021-03-07T04:38:00.000+0000"],[1,3,7,7,"2021-03-07 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1313,1308,-5,0,0,-1,"1300-1359",1524,1458,-26,0,0,-2,"1500-1559",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",120260298766,"2021-03-07T18:13:00.000+0000","2021030716","2021-03-07T16:13:00.000+0000","2021030715","2021030714","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-03-07T10:53:00","FM-15","7","0.0",null,"2021-03-07T15:53:00.000+0000","2021030715",7,27,22,29.74,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-07T08:50:00","FM-15","7","0.0",null,"2021-03-07T15:50:00.000+0000",30,64,48,28.55,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-07T22:24:00.000+0000","0.0","2021-03-07T14:00:00.000+0000","0.0","2021-03-07T17:23:00.000+0000"],[1,3,7,7,"2021-03-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1614,1625,11,11,0,0,"1600-1659",1959,2014,15,15,1,1,"1900-1959",0,0,1240,5,11,0,4,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698122320,"2021-03-07T23:14:00.000+0000","2021030721","2021-03-07T21:14:00.000+0000","2021030720","2021030719","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-07T13:50:00","FM-15","7","0.0",null,"2021-03-07T20:50:00.000+0000","2021030720",28,84,56,28.51,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-07T14:52:00","FM-15","7","0.0",null,"2021-03-07T20:52:00.000+0000",39,58,49,29.24,200,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-08T01:59:00.000+0000","0.0","2021-03-07T18:13:00.000+0000","0.0","2021-03-07T22:24:00.000+0000"],[1,3,8,1,"2021-03-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",600,554,-6,0,0,-1,"0600-0659",935,921,-14,0,0,-1,"0900-0959",0,0,1137,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770913483,"2021-03-08T13:00:00.000+0000","2021030811","2021-03-08T11:00:00.000+0000","2021030810","2021030809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-08T03:55:00","FM-15","7","0.0",null,"2021-03-08T10:55:00.000+0000","2021030810",26,64,47,28.56,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-08T04:54:00","FM-15","7","0.0",null,"2021-03-08T10:54:00.000+0000",28,46,39,29.17,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-08T15:35:00.000+0000","11.0","2021-03-07T23:14:00.000+0000","15.0","2021-03-08T01:59:00.000+0000"],[1,3,8,1,"2021-03-08 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",1020,1007,-13,0,0,-1,"1000-1059",1222,1207,-15,0,0,-1,"1200-1259",0,0,1137,5,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",188979632717,"2021-03-08T16:20:00.000+0000","2021030814","2021-03-08T14:20:00.000+0000","2021030813","2021030812","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-08T07:54:00","FM-15","7","0.0",null,"2021-03-08T13:54:00.000+0000","2021030813",29,47,39,29.21,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-08T06:50:00","FM-15","7","0.0",null,"2021-03-08T13:50:00.000+0000",27,66,48,28.54,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-08T19:22:00.000+0000","0.0","2021-03-08T13:00:00.000+0000","0.0","2021-03-08T15:35:00.000+0000"],[1,3,8,1,"2021-03-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12278,"ICT","KS",1312,1306,-6,0,0,-1,"1300-1359",1611,1613,2,2,0,0,"1600-1659",0,0,855,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159341644,"2021-03-08T20:12:00.000+0000","2021030818","2021-03-08T18:12:00.000+0000","2021030817","2021030816","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-08T10:55:00","FM-15","7","0.0",null,"2021-03-08T17:55:00.000+0000","2021030817",30,77,54,28.61,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-03-08T11:53:00","FM-15","7","0.0",null,"2021-03-08T17:53:00.000+0000",39,65,52,28.82,180,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-08T22:11:00.000+0000","0.0","2021-03-08T16:20:00.000+0000","0.0","2021-03-08T19:22:00.000+0000"],[1,3,8,1,"2021-03-08 00:00:00","G4",20368,"281NV",12278,"ICT","KS",10466,"AZA","AZ",1656,1649,-7,0,0,-1,"1600-1659",1821,1811,-10,0,0,-1,"1800-1859",0,0,855,4,0,0,0,0,0,2021,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago",137439295667,"2021-03-08T22:56:00.000+0000","2021030820","2021-03-08T20:56:00.000+0000","2021030819","2021030818","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-03-08T14:53:00","FM-15","7","0.0",null,"2021-03-08T20:53:00.000+0000","2021030820",42,68,54,28.75,180,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-08T13:50:00","FM-15","7","0.0",null,"2021-03-08T20:50:00.000+0000",23,82,54,28.55,220,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-09T01:21:00.000+0000","0.0","2021-03-08T20:12:00.000+0000","0.0","2021-03-08T22:11:00.000+0000"],[1,3,8,1,"2021-03-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13829,"OGD","UT",1911,1855,-16,0,0,-2,"1900-1959",2048,2030,-18,0,0,-2,"2000-2059",0,0,544,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85900450964,"2021-03-09T02:11:00.000+0000","2021030900","2021-03-09T00:11:00.000+0000","2021030823","2021030822","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-08T16:50:00","FM-15","7","0.0",null,"2021-03-08T23:50:00.000+0000","2021030823",19,81,53,28.53,210,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-03-08T16:53:00","FM-15","7","0.0",null,"2021-03-08T23:53:00.000+0000",20,63,44,25.27,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-09T03:48:00.000+0000","0.0","2021-03-08T22:56:00.000+0000","0.0","2021-03-09T01:21:00.000+0000"],[1,3,8,1,"2021-03-08 00:00:00","G4",20368,"281NV",13829,"OGD","UT",10466,"AZA","AZ",2133,2114,-19,0,0,-2,"2100-2159",2308,2255,-13,0,0,-1,"2300-2359",0,0,544,3,0,0,0,0,0,2021,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver",214748449776,"2021-03-09T04:33:00.000+0000","2021030902","2021-03-09T02:33:00.000+0000","2021030901","2021030900","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-03-08T18:53:00","FM-15","7","0.0",null,"2021-03-09T01:53:00.000+0000","2021030901",26,58,43,25.26,340,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-08T18:55:00","FM-15","7","0.0",null,"2021-03-09T01:55:00.000+0000",18,75,50,28.53,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-09T06:08:00.000+0000","0.0","2021-03-09T02:11:00.000+0000","0.0","2021-03-09T03:48:00.000+0000"],[1,3,9,2,"2021-03-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1110,1108,-2,0,0,-1,"1100-1159",1520,1507,-13,0,0,-1,"1500-1559",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8589989231,"2021-03-09T18:10:00.000+0000","2021030916","2021-03-09T16:10:00.000+0000","2021030915","2021030914","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-09T08:55:00","FM-15","7","0.0",null,"2021-03-09T15:55:00.000+0000","2021030915",28,61,46,28.56,130,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-03-09T09:45:00","FM-15","7","0.0",null,"2021-03-09T15:45:00.000+0000",21,48,38,29.22,140,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-09T21:20:00.000+0000","0.0","2021-03-09T04:33:00.000+0000","0.0","2021-03-09T06:08:00.000+0000"],[1,3,9,2,"2021-03-09 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1610,1604,-6,0,0,-1,"1600-1659",1857,1856,-1,0,0,-1,"1800-1859",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",137439061795,"2021-03-09T22:10:00.000+0000","2021030920","2021-03-09T20:10:00.000+0000","2021030919","2021030918","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-03-09T13:45:00","FM-15","7","0.0",null,"2021-03-09T19:45:00.000+0000","2021030919",36,61,49,29.1,160,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-09T12:55:00","FM-15","7","0.0",null,"2021-03-09T19:55:00.000+0000",30,75,53,28.5,null,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-10T01:57:00.000+0000","0.0","2021-03-09T18:10:00.000+0000","0.0","2021-03-09T21:20:00.000+0000"],[1,3,10,3,"2021-03-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",800,752,-8,0,0,-1,"0800-0859",1147,1136,-11,0,0,-1,"1100-1159",0,0,1288,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171799819011,"2021-03-10T15:00:00.000+0000","2021031013","2021-03-10T13:00:00.000+0000","2021031012","2021031011","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-10T05:50:00","FM-15","7","0.0",null,"2021-03-10T12:50:00.000+0000","2021031012",21,46,36,28.56,110,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-03-10T06:52:00","FM-15","7","0.0",null,"2021-03-10T12:52:00.000+0000",46,55,50,29.22,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-10T17:47:00.000+0000","0.0","2021-03-09T22:10:00.000+0000","0.0","2021-03-10T01:57:00.000+0000"],[1,3,10,3,"2021-03-10 00:00:00","G4",20368,"281NV",13367,"MLI","IL",10466,"AZA","AZ",1237,1222,-15,0,0,-1,"1200-1259",1458,1452,-6,0,0,-1,"1400-1459",0,0,1288,6,0,0,0,0,0,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",94489797988,"2021-03-10T18:37:00.000+0000","2021031016","2021-03-10T16:37:00.000+0000","2021031015","2021031014","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-03-10T09:52:00","FM-15","7","0.0",null,"2021-03-10T15:52:00.000+0000","2021031015",48,65,56,29.18,200,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-10T08:50:00","FM-15","7","0.0",null,"2021-03-10T15:50:00.000+0000",25,54,42,28.6,190,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-10T21:58:00.000+0000","0.0","2021-03-10T15:00:00.000+0000","0.0","2021-03-10T17:47:00.000+0000"],[1,3,10,3,"2021-03-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1543,1537,-6,0,0,-1,"1500-1559",1919,1900,-19,0,0,-2,"1900-1959",0,0,1092,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669512946,"2021-03-10T22:43:00.000+0000","2021031020","2021-03-10T20:43:00.000+0000","2021031019","2021031018","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-10T13:05:00","FM-15","7","0.0",null,"2021-03-10T20:05:00.000+0000","2021031020",18,64,45,28.56,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-03-10T14:34:00","FM-16","7","0.0",null,"2021-03-10T20:34:00.000+0000",25,37,32,28.09,10,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-11T01:19:00.000+0000","0.0","2021-03-10T18:37:00.000+0000","0.0","2021-03-10T21:58:00.000+0000"],[1,3,10,3,"2021-03-10 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2004,1953,-11,0,0,-1,"2000-2059",2155,2210,15,15,1,1,"2100-2159",0,0,1092,5,0,0,15,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",231928805901,"2021-03-11T02:04:00.000+0000","2021031100","2021-03-11T00:04:00.000+0000","2021031023","2021031022","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-03-10T17:52:00","FM-15","7","0.0",null,"2021-03-10T23:52:00.000+0000","2021031023",22,38,32,28.09,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-10T16:50:00","FM-15","7","0.0",null,"2021-03-10T23:50:00.000+0000",23,66,47,28.48,280,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-11T04:55:00.000+0000","0.0","2021-03-10T22:43:00.000+0000","0.0","2021-03-11T01:19:00.000+0000"],[1,3,11,4,"2021-03-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",730,728,-2,0,0,-1,"0700-0759",1117,1055,-22,0,0,-2,"1100-1159",0,0,1164,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259105920,"2021-03-11T14:30:00.000+0000","2021031112","2021-03-11T12:30:00.000+0000","2021031111","2021031110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-11T04:50:00","FM-15","7","0.0",null,"2021-03-11T11:50:00.000+0000","2021031111",23,45,36,28.54,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-03-11T05:54:00","FM-15","7","0.0",null,"2021-03-11T11:54:00.000+0000",23,31,28,28.18,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-11T17:17:00.000+0000","0.0","2021-03-11T02:04:00.000+0000","15.0","2021-03-11T04:55:00.000+0000"],[1,3,11,4,"2021-03-11 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",1202,1154,-8,0,0,-1,"1200-1259",1403,1358,-5,0,0,-1,"1400-1459",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",60129603159,"2021-03-11T18:02:00.000+0000","2021031116","2021-03-11T16:02:00.000+0000","2021031115","2021031114","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-03-11T09:54:00","FM-15","7","0.0",null,"2021-03-11T15:54:00.000+0000","2021031115",17,27,24,28.28,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-11T08:50:00","FM-15","7","0.0",null,"2021-03-11T15:50:00.000+0000",25,52,41,28.6,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-11T21:03:00.000+0000","0.0","2021-03-11T14:30:00.000+0000","0.0","2021-03-11T17:17:00.000+0000"],[1,3,11,4,"2021-03-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1506,1453,-13,0,0,-1,"1500-1559",1851,1823,-28,0,0,-2,"1800-1859",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749223764,"2021-03-11T22:06:00.000+0000","2021031120","2021-03-11T20:06:00.000+0000","2021031119","2021031118","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-11T12:50:00","FM-15","7","0.0",null,"2021-03-11T19:50:00.000+0000","2021031119",28,63,47,28.57,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-11T13:52:00","FM-15","7","0.0",null,"2021-03-11T19:52:00.000+0000",35,47,42,29.21,280,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-12T00:51:00.000+0000","0.0","2021-03-11T18:02:00.000+0000","0.0","2021-03-11T21:03:00.000+0000"],[1,3,11,4,"2021-03-11 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1941,1938,-3,0,0,-1,"1900-1959",2159,2221,22,22,1,1,"2100-2159",0,0,1240,5,0,0,22,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",206159341648,"2021-03-12T01:41:00.000+0000","2021031123","2021-03-11T23:41:00.000+0000","2021031122","2021031121","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-11T16:52:00","FM-15","7","0.0",null,"2021-03-11T22:52:00.000+0000","2021031122",34,50,43,29.23,290,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-11T15:55:00","FM-15","7","0.0",null,"2021-03-11T22:55:00.000+0000",23,66,47,28.49,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-12T04:59:00.000+0000","0.0","2021-03-11T22:06:00.000+0000","0.0","2021-03-12T00:51:00.000+0000"],[1,3,12,5,"2021-03-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10676,"BLV","IL",700,647,-13,0,0,-1,"0700-0759",1045,1024,-21,0,0,-2,"1000-1059",0,0,1272,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51540036619,"2021-03-12T14:00:00.000+0000","2021031212","2021-03-12T12:00:00.000+0000","2021031211","2021031210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-12T04:55:00","FM-15","7","0.0",null,"2021-03-12T11:55:00.000+0000","2021031211",41,46,44,28.57,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-03-12T05:56:00","FM-15","7","0.0",null,"2021-03-12T11:56:00.000+0000",43,46,45,29.85,30,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-12T16:45:00.000+0000","0.0","2021-03-12T01:41:00.000+0000","22.0","2021-03-12T04:59:00.000+0000"],[1,3,12,5,"2021-03-12 00:00:00","G4",20368,"281NV",10676,"BLV","IL",10466,"AZA","AZ",1130,1124,-6,0,0,-1,"1100-1159",1358,1405,7,7,0,0,"1300-1359",0,0,1272,6,0,0,0,0,0,2021,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago",279074,"2021-03-12T17:30:00.000+0000","2021031215","2021-03-12T15:30:00.000+0000","2021031214","2021031213","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-03-12T08:56:00","FM-15","7","0.0",null,"2021-03-12T14:56:00.000+0000","2021031214",41,48,45,29.91,50,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-12T07:50:00","FM-15","7","0.0",null,"2021-03-12T14:50:00.000+0000",43,46,45,28.62,null,null,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-12T20:58:00.000+0000","0.0","2021-03-12T14:00:00.000+0000","0.0","2021-03-12T16:45:00.000+0000"],[1,3,12,5,"2021-03-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1448,1453,5,5,0,0,"1400-1459",1836,1827,-9,0,0,-1,"1800-1859",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770886813,"2021-03-12T21:48:00.000+0000","2021031219","2021-03-12T19:48:00.000+0000","2021031218","2021031217","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-12T10:50:00","FM-15","7","0.0",null,"2021-03-12T17:50:00.000+0000","2021031217",43,52,48,28.66,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-03-12T12:53:00","FM-15","7","0.0",null,"2021-03-12T18:53:00.000+0000",16,33,27,29.48,170,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-13T00:36:00.000+0000","0.0","2021-03-12T17:30:00.000+0000","0.0","2021-03-12T20:58:00.000+0000"],[1,3,12,5,"2021-03-12 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1926,1909,-17,0,0,-2,"1900-1959",2137,2127,-10,0,0,-1,"2100-2159",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",180389391917,"2021-03-13T01:26:00.000+0000","2021031223","2021-03-12T23:26:00.000+0000","2021031222","2021031221","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-03-12T16:53:00","FM-15","7","0.0",null,"2021-03-12T22:53:00.000+0000","2021031222",28,39,35,29.37,180,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-12T15:50:00","FM-15","7","0.0",null,"2021-03-12T22:50:00.000+0000",37,55,46,28.59,310,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-13T04:37:00.000+0000","5.0","2021-03-12T21:48:00.000+0000","0.0","2021-03-13T00:36:00.000+0000"],[1,3,13,6,"2021-03-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11898,"GFK","ND",753,738,-15,0,0,-1,"0700-0759",1147,1124,-23,0,0,-2,"1100-1159",0,0,1260,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929082631,"2021-03-13T14:53:00.000+0000","2021031312","2021-03-13T12:53:00.000+0000","2021031311","2021031310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-13T04:50:00","FM-15","7","0.0",null,"2021-03-13T11:50:00.000+0000","2021031311",39,45,42,28.61,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGFK","GFK","Grand Forks International Airport","Grand Forks","North Dakota","US",845,47.9492988586,-97.1761016846,"America/Chicago","72757014916","GRAND FORKS INTERNATIONAL AIRPORT, ND US","255.5","47.94281","-97.18294","2021-03-13T06:53:00","FM-15","7","0.0",null,"2021-03-13T12:53:00.000+0000",23,27,26,29.35,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-13T17:47:00.000+0000","0.0","2021-03-13T01:26:00.000+0000","0.0","2021-03-13T04:37:00.000+0000"],[1,3,13,6,"2021-03-13 00:00:00","G4",20368,"281NV",11898,"GFK","ND",10466,"AZA","AZ",1237,1230,-7,0,0,-1,"1200-1259",1452,1453,1,1,0,0,"1400-1459",0,0,1260,6,0,0,0,0,0,2021,"KGFK","GFK","Grand Forks International Airport","Grand Forks","North Dakota","US",845,47.9492988586,-97.1761016846,"America/Chicago",128849760024,"2021-03-13T18:37:00.000+0000","2021031316","2021-03-13T16:37:00.000+0000","2021031315","2021031314","72757014916","GRAND FORKS INTERNATIONAL AIRPORT, ND US","255.5","47.94281","-97.18294","2021-03-13T09:53:00","FM-15","7","0.0",null,"2021-03-13T15:53:00.000+0000","2021031315",24,46,37,29.4,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-13T08:50:00","FM-15","7","0.0",null,"2021-03-13T15:50:00.000+0000",41,46,44,28.71,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-13T21:52:00.000+0000","0.0","2021-03-13T14:53:00.000+0000","0.0","2021-03-13T17:47:00.000+0000"],[1,3,13,6,"2021-03-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15008,"STC","MN",1555,1550,-5,0,0,-1,"1500-1559",1949,1954,5,5,0,0,"1900-1959",0,0,1259,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188978984835,"2021-03-13T22:55:00.000+0000","2021031320","2021-03-13T20:55:00.000+0000","2021031319","2021031318","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-13T12:50:00","FM-15","7","0.0",null,"2021-03-13T19:50:00.000+0000","2021031319",34,55,45,28.71,230,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-03-13T14:53:00","FM-15","7","0.0",null,"2021-03-13T20:53:00.000+0000",31,58,46,29.2,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-14T01:49:00.000+0000","0.0","2021-03-13T18:37:00.000+0000","0.0","2021-03-13T21:52:00.000+0000"],[1,3,13,6,"2021-03-13 00:00:00","G4",20368,"281NV",15008,"STC","MN",10466,"AZA","AZ",2044,2055,11,11,0,0,"2000-2059",2301,2304,3,3,0,0,"2300-2359",0,0,1259,6,0,0,0,0,0,2021,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago",94489469042,"2021-03-14T02:44:00.000+0000","2021031400","2021-03-14T00:44:00.000+0000","2021031323","2021031322","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-03-13T17:53:00","FM-15","7","0.0",null,"2021-03-13T23:53:00.000+0000","2021031323",35,53,45,29.21,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-13T15:50:00","FM-15","7","0.0",null,"2021-03-13T22:50:00.000+0000",32,57,46,28.68,250,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-14T06:01:00.000+0000","0.0","2021-03-13T22:55:00.000+0000","0.0","2021-03-14T01:49:00.000+0000"],[1,3,14,7,"2021-03-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",700,654,-6,0,0,-1,"0700-0759",1323,1317,-6,0,0,-1,"1300-1359",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489391903,"2021-03-14T14:00:00.000+0000","2021031412","2021-03-14T12:00:00.000+0000","2021031411","2021031410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-14T04:55:00","FM-15","7","0.0",null,"2021-03-14T11:55:00.000+0000","2021031411",37,39,38,28.69,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-03-14T06:53:00","FM-15","7","0.0",null,"2021-03-14T11:53:00.000+0000",22,36,31,29.64,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-14T17:23:00.000+0000","11.0","2021-03-14T02:44:00.000+0000","3.0","2021-03-14T06:01:00.000+0000"],[1,3,14,7,"2021-03-14 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1413,1405,-8,0,0,-1,"1400-1459",1524,1523,-1,0,0,-1,"1500-1559",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",163209633000,"2021-03-14T18:13:00.000+0000","2021031416","2021-03-14T16:13:00.000+0000","2021031415","2021031414","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-03-14T10:53:00","FM-15","7","0.0",null,"2021-03-14T15:53:00.000+0000","2021031415",18,35,29,29.78,350,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-14T08:50:00","FM-15","7","0.0",null,"2021-03-14T15:50:00.000+0000",39,48,44,28.71,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-14T22:24:00.000+0000","0.0","2021-03-14T14:00:00.000+0000","0.0","2021-03-14T17:23:00.000+0000"],[1,3,14,7,"2021-03-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1614,1607,-7,0,0,-1,"1600-1659",2059,2053,-6,0,0,-1,"2000-2059",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60129688162,"2021-03-14T23:14:00.000+0000","2021031421","2021-03-14T21:14:00.000+0000","2021031420","2021031419","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-14T13:50:00","FM-15","7","0.0",null,"2021-03-14T20:50:00.000+0000","2021031420",37,61,49,28.62,250,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-14T14:52:00","FM-15","7","0.0",null,"2021-03-14T20:52:00.000+0000",27,46,38,29.29,90,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-15T01:59:00.000+0000","0.0","2021-03-14T18:13:00.000+0000","0.0","2021-03-14T22:24:00.000+0000"],[1,3,14,7,"2021-03-14 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",2149,2139,-10,0,0,-1,"2100-2159",2307,2235,-32,0,0,-2,"2300-2359",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",206159721874,"2021-03-15T02:49:00.000+0000","2021031500","2021-03-15T00:49:00.000+0000","2021031423","2021031422","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-14T17:52:00","FM-15","7","0.0",null,"2021-03-14T23:52:00.000+0000","2021031423",25,43,36,29.27,100,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-14T16:50:00","FM-15","7","0.0",null,"2021-03-14T23:50:00.000+0000",36,64,50,28.56,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-15T06:07:00.000+0000","0.0","2021-03-14T23:14:00.000+0000","0.0","2021-03-15T01:59:00.000+0000"],[1,3,15,1,"2021-03-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",620,633,13,13,0,0,"0600-0659",1034,1041,7,7,0,0,"1000-1059",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109372935,"2021-03-15T13:20:00.000+0000","2021031511","2021-03-15T11:20:00.000+0000","2021031510","2021031509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-15T04:15:00","FM-15","7","0.0",null,"2021-03-15T11:15:00.000+0000","2021031511",36,46,41,28.52,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-03-15T05:09:00","FM-16","7","0.0",null,"2021-03-15T11:09:00.000+0000",38,41,40,27.83,110,14,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-15T15:34:00.000+0000","0.0","2021-03-15T02:49:00.000+0000","0.0","2021-03-15T06:07:00.000+0000"],[1,3,15,1,"2021-03-15 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",1119,1126,7,7,0,0,"1100-1159",1148,1153,5,5,0,0,"1100-1159",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",77310009589,"2021-03-15T16:19:00.000+0000","2021031514","2021-03-15T14:19:00.000+0000","2021031513","2021031512","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-03-15T08:12:00","FM-16","7","0.0","BR:1 ||","2021-03-15T14:12:00.000+0000","2021031514",37,39,38,27.85,70,14,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-15T06:50:00","FM-15","7","0.0",null,"2021-03-15T13:50:00.000+0000",36,46,41,28.53,150,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-15T18:48:00.000+0000","13.0","2021-03-15T13:20:00.000+0000","0.0","2021-03-15T15:34:00.000+0000"],[1,3,15,1,"2021-03-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11921,"GJT","CO",1238,1243,5,5,0,0,"1200-1259",1459,1456,-3,0,0,-1,"1400-1459",0,0,437,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120260300968,"2021-03-15T19:38:00.000+0000","2021031517","2021-03-15T17:38:00.000+0000","2021031516","2021031515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-15T09:50:00","FM-15","7","0.0",null,"2021-03-15T16:50:00.000+0000","2021031516",37,57,47,28.53,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGJT","GJT","Grand Junction Regional Airport","Grand Junction","Colorado","US",4858,39.1223983765,-108.527000427,"America/Denver","72476023066","GRAND JUNCTION WALKER FIELD, CO US","1470.4","39.13437","-108.54081","2021-03-15T09:53:00","FM-15","7","0.0",null,"2021-03-15T16:53:00.000+0000",26,42,35,25.04,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-15T20:59:00.000+0000","7.0","2021-03-15T16:19:00.000+0000","0.0","2021-03-15T18:48:00.000+0000"],[1,3,15,1,"2021-03-15 00:00:00","G4",20368,"281NV",11921,"GJT","CO",10466,"AZA","AZ",1544,1538,-6,0,0,-1,"1500-1559",1612,1602,-10,0,0,-1,"1600-1659",0,0,437,2,0,0,0,0,0,2021,"KGJT","GJT","Grand Junction Regional Airport","Grand Junction","Colorado","US",4858,39.1223983765,-108.527000427,"America/Denver",17179892924,"2021-03-15T21:44:00.000+0000","2021031519","2021-03-15T19:44:00.000+0000","2021031518","2021031517","72476023066","GRAND JUNCTION WALKER FIELD, CO US","1470.4","39.13437","-108.54081","2021-03-15T11:53:00","FM-15","7","0.0",null,"2021-03-15T18:53:00.000+0000","2021031518",28,47,39,24.99,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-15T11:50:00","FM-15","7","0.0",null,"2021-03-15T18:50:00.000+0000",30,64,48,28.49,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-15T23:12:00.000+0000","5.0","2021-03-15T19:38:00.000+0000","0.0","2021-03-15T20:59:00.000+0000"],[1,3,15,1,"2021-03-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",1709,1706,-3,0,0,-1,"1700-1759",2144,2129,-15,0,0,-1,"2100-2159",0,0,1137,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51540458940,"2021-03-16T00:09:00.000+0000","2021031522","2021-03-15T22:09:00.000+0000","2021031521","2021031520","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-15T14:55:00","FM-15","7","0.0",null,"2021-03-15T21:55:00.000+0000","2021031521",25,70,49,28.41,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-15T15:54:00","FM-15","7","0.0",null,"2021-03-15T21:54:00.000+0000",31,34,33,28.84,100,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-16T02:44:00.000+0000","0.0","2021-03-15T21:44:00.000+0000","0.0","2021-03-15T23:12:00.000+0000"],[1,3,15,1,"2021-03-15 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",2229,2220,-9,0,0,-1,"2200-2259",2331,2337,6,6,0,0,"2300-2359",0,0,1137,5,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",51539610706,"2021-03-16T03:29:00.000+0000","2021031601","2021-03-16T01:29:00.000+0000","2021031600","2021031523","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-15T18:54:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |DZ","2021-03-16T00:54:00.000+0000","2021031600",32,33,33,28.86,60,8,2,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-15T17:50:00","FM-15","7","0.0",null,"2021-03-16T00:50:00.000+0000",23,72,50,28.31,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-16T06:31:00.000+0000","0.0","2021-03-16T00:09:00.000+0000","0.0","2021-03-16T02:44:00.000+0000"],[1,3,16,2,"2021-03-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",710,757,47,47,1,3,"0700-0759",1220,1257,37,37,1,2,"1200-1259",0,0,1452,6,0,0,37,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950609088,"2021-03-16T14:10:00.000+0000","2021031612","2021-03-16T12:10:00.000+0000","2021031611","2021031610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-16T04:50:00","FM-15","7","0.0",null,"2021-03-16T11:50:00.000+0000","2021031611",28,48,40,28.36,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-03-16T05:45:00","FM-15","7","0.0","-SN:03 |SN |","2021-03-16T11:45:00.000+0000",23,25,24,29.01,10,8,10,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-03-16T17:20:00.000+0000","0.0","2021-03-16T03:29:00.000+0000","6.0","2021-03-16T06:31:00.000+0000"],[1,3,16,2,"2021-03-16 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1310,1345,35,35,1,2,"1300-1359",1457,1520,23,23,1,1,"1400-1459",0,0,1452,6,0,0,0,0,23,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",34360017538,"2021-03-16T18:10:00.000+0000","2021031616","2021-03-16T16:10:00.000+0000","2021031615","2021031614","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-03-16T09:45:00","FM-15","7","0.0",null,"2021-03-16T15:45:00.000+0000","2021031615",21,30,27,29.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-16T07:50:00","FM-15","7","0.0",null,"2021-03-16T14:50:00.000+0000",27,48,39,28.44,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-16T21:57:00.000+0000","47.0","2021-03-16T14:10:00.000+0000","0.0","2021-03-16T17:20:00.000+0000"],[1,3,16,2,"2021-03-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",1603,1616,13,13,0,0,"1600-1659",2038,2053,15,15,1,1,"2000-2059",0,0,1137,5,0,0,2,0,13,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249108188046,"2021-03-16T23:03:00.000+0000","2021031621","2021-03-16T21:03:00.000+0000","2021031620","2021031619","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-16T13:50:00","FM-15","7","0.0",null,"2021-03-16T20:50:00.000+0000","2021031620",25,55,42,28.53,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-16T14:54:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-03-16T20:54:00.000+0000",36,42,39,28.91,100,5,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-17T01:38:00.000+0000","35.0","2021-03-16T18:10:00.000+0000","0.0","2021-03-16T21:57:00.000+0000"],[1,3,16,2,"2021-03-16 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",2123,2139,16,16,1,1,"2100-2159",2225,2225,0,0,0,0,"2200-2259",0,0,1137,5,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",111669332271,"2021-03-17T02:23:00.000+0000","2021031700","2021-03-17T00:23:00.000+0000","2021031623","2021031622","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-03-16T17:54:00","FM-15","7","0.0",null,"2021-03-16T23:54:00.000+0000","2021031623",37,44,41,28.89,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-16T16:50:00","FM-15","7","0.0",null,"2021-03-16T23:50:00.000+0000",23,57,43,28.54,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-17T05:25:00.000+0000","13.0","2021-03-16T23:03:00.000+0000","0.0","2021-03-17T01:38:00.000+0000"],[1,3,17,3,"2021-03-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",610,600,-10,0,0,-1,"0600-0659",839,831,-8,0,0,-1,"0800-0859",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749126615,"2021-03-17T13:10:00.000+0000","2021031711","2021-03-17T11:10:00.000+0000","2021031710","2021031709","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-17T03:55:00","FM-15","7","0.0",null,"2021-03-17T10:55:00.000+0000","2021031710",28,40,35,28.62,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-17T03:56:00","FM-15","7","0.0",null,"2021-03-17T10:56:00.000+0000",31,34,33,25.47,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-17T14:39:00.000+0000","16.0","2021-03-17T02:23:00.000+0000","0.0","2021-03-17T05:25:00.000+0000"],[1,3,17,3,"2021-03-17 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",924,910,-14,0,0,-1,"0900-0959",956,935,-21,0,0,-2,"0900-0959",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",163209975942,"2021-03-17T15:24:00.000+0000","2021031713","2021-03-17T13:24:00.000+0000","2021031712","2021031711","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-17T05:56:00","FM-15","7","0.0",null,"2021-03-17T12:56:00.000+0000","2021031712",29,32,31,25.5,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-17T05:55:00","FM-15","7","0.0",null,"2021-03-17T12:55:00.000+0000",27,39,34,28.66,null,null,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-17T16:56:00.000+0000","0.0","2021-03-17T13:10:00.000+0000","0.0","2021-03-17T14:39:00.000+0000"],[1,3,17,3,"2021-03-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1041,1034,-7,0,0,-1,"1000-1059",1508,1516,8,8,0,0,"1500-1559",0,0,1026,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109307067,"2021-03-17T17:41:00.000+0000","2021031715","2021-03-17T15:41:00.000+0000","2021031714","2021031713","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-17T07:50:00","FM-15","7","0.0",null,"2021-03-17T14:50:00.000+0000","2021031714",28,45,38,28.69,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-03-17T09:12:00","FM-16","7","0.0","BR:1 ||","2021-03-17T15:12:00.000+0000",35,36,36,28.93,10,17,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-17T20:08:00.000+0000","0.0","2021-03-17T15:24:00.000+0000","0.0","2021-03-17T16:56:00.000+0000"],[1,3,17,3,"2021-03-17 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",1553,1613,20,20,1,1,"1500-1559",1639,1650,11,11,0,0,"1600-1659",0,0,1026,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",197569367358,"2021-03-17T20:53:00.000+0000","2021031718","2021-03-17T18:53:00.000+0000","2021031717","2021031716","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-03-17T12:52:00","FM-15","7","0.0",null,"2021-03-17T18:52:00.000+0000","2021031718",35,39,37,28.93,360,14,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-17T10:50:00","FM-15","7","0.0",null,"2021-03-17T17:50:00.000+0000",27,57,44,28.69,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-17T23:39:00.000+0000","0.0","2021-03-17T17:41:00.000+0000","0.0","2021-03-17T20:08:00.000+0000"],[1,3,17,3,"2021-03-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",1729,1738,9,9,0,0,"1700-1759",2143,2152,9,9,0,0,"2100-2159",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130073698,"2021-03-18T00:29:00.000+0000","2021031722","2021-03-17T22:29:00.000+0000","2021031721","2021031720","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-17T14:55:00","FM-15","7","0.0",null,"2021-03-17T21:55:00.000+0000","2021031721",28,68,49,28.59,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-03-17T15:53:00","FM-15","7","0.0",null,"2021-03-17T21:53:00.000+0000",30,40,36,28.07,360,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-18T02:43:00.000+0000","20.0","2021-03-17T20:53:00.000+0000","0.0","2021-03-17T23:39:00.000+0000"],[1,3,17,3,"2021-03-17 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2228,2232,4,4,0,0,"2200-2259",2257,2249,-8,0,0,-1,"2200-2259",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",77309445867,"2021-03-18T03:28:00.000+0000","2021031801","2021-03-18T01:28:00.000+0000","2021031800","2021031723","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-03-17T18:53:00","FM-15","7","0.0",null,"2021-03-18T00:53:00.000+0000","2021031800",29,37,34,28.1,360,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-17T17:50:00","FM-15","7","0.0",null,"2021-03-18T00:50:00.000+0000",28,70,50,28.55,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-18T05:57:00.000+0000","9.0","2021-03-18T00:29:00.000+0000","0.0","2021-03-18T02:43:00.000+0000"],[1,3,18,4,"2021-03-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",620,619,-1,0,0,-1,"0600-0659",849,844,-5,0,0,-1,"0800-0859",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950885513,"2021-03-18T13:20:00.000+0000","2021031811","2021-03-18T11:20:00.000+0000","2021031810","2021031809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-18T04:15:00","FM-15","7","0.0",null,"2021-03-18T11:15:00.000+0000","2021031811",33,47,41,28.58,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-18T03:56:00","FM-15","7","0.0",null,"2021-03-18T10:56:00.000+0000",29,37,34,25.56,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-18T14:49:00.000+0000","4.0","2021-03-18T03:28:00.000+0000","0.0","2021-03-18T05:57:00.000+0000"],[1,3,18,4,"2021-03-18 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",934,936,2,2,0,0,"0900-0959",1005,1007,2,2,0,0,"1000-1059",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",214749304110,"2021-03-18T15:34:00.000+0000","2021031813","2021-03-18T13:34:00.000+0000","2021031812","2021031811","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-18T05:56:00","FM-15","7","0.0",null,"2021-03-18T12:56:00.000+0000","2021031812",31,36,34,25.57,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-18T05:50:00","FM-15","7","0.0",null,"2021-03-18T12:50:00.000+0000",32,46,40,28.61,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-18T17:05:00.000+0000","0.0","2021-03-18T13:20:00.000+0000","0.0","2021-03-18T14:49:00.000+0000"],[1,3,18,4,"2021-03-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11603,"EUG","OR",1050,1042,-8,0,0,-1,"1000-1059",1330,1314,-16,0,0,-2,"1300-1359",0,0,971,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929397627,"2021-03-18T17:50:00.000+0000","2021031815","2021-03-18T15:50:00.000+0000","2021031814","2021031813","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-18T08:50:00","FM-15","7","0.0",null,"2021-03-18T15:50:00.000+0000","2021031815",34,57,46,28.66,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-03-18T06:54:00","FM-15","7","0.0",null,"2021-03-18T14:54:00.000+0000",39,43,41,29.43,220,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-18T20:30:00.000+0000","2.0","2021-03-18T15:34:00.000+0000","0.0","2021-03-18T17:05:00.000+0000"],[1,3,18,4,"2021-03-18 00:00:00","G4",20368,"281NV",11603,"EUG","OR",10466,"AZA","AZ",1415,1409,-6,0,0,-1,"1400-1459",1641,1634,-7,0,0,-1,"1600-1659",0,0,971,4,0,0,0,0,0,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",1200662,"2021-03-18T21:15:00.000+0000","2021031819","2021-03-18T19:15:00.000+0000","2021031818","2021031817","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-03-18T10:54:00","FM-15","7","0.0",null,"2021-03-18T18:54:00.000+0000","2021031818",43,61,52,29.42,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-18T11:50:00","FM-15","7","0.0",null,"2021-03-18T18:50:00.000+0000",32,72,52,28.63,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-18T23:41:00.000+0000","0.0","2021-03-18T17:50:00.000+0000","0.0","2021-03-18T20:30:00.000+0000"],[1,3,18,4,"2021-03-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15919,"XNA","AR",1726,1724,-2,0,0,-1,"1700-1759",2144,2150,6,6,0,0,"2100-2159",0,0,1006,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",745434,"2021-03-19T00:26:00.000+0000","2021031822","2021-03-18T22:26:00.000+0000","2021031821","2021031820","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-18T14:50:00","FM-15","7","0.0",null,"2021-03-18T21:50:00.000+0000","2021031821",27,79,54,28.57,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","389.6","36.28975","-94.31152","2021-03-18T15:53:00","FM-15","7","0.0",null,"2021-03-18T21:53:00.000+0000",36,43,40,28.71,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-19T02:44:00.000+0000","0.0","2021-03-18T21:15:00.000+0000","0.0","2021-03-18T23:41:00.000+0000"],[1,3,18,4,"2021-03-18 00:00:00","G4",20368,"281NV",15919,"XNA","AR",10466,"AZA","AZ",2234,2242,8,8,0,0,"2200-2259",2327,2315,-12,0,0,-1,"2300-2359",0,0,1006,5,0,0,0,0,0,2021,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago",137439740564,"2021-03-19T03:34:00.000+0000","2021031901","2021-03-19T01:34:00.000+0000","2021031900","2021031823","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","389.6","36.28975","-94.31152","2021-03-18T18:53:00","FM-15","7","0.0",null,"2021-03-19T00:53:00.000+0000","2021031900",35,43,39,28.79,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-18T17:50:00","FM-15","7","0.0",null,"2021-03-19T00:50:00.000+0000",21,79,52,28.54,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-19T06:27:00.000+0000","0.0","2021-03-19T00:26:00.000+0000","0.0","2021-03-19T02:44:00.000+0000"],[1,3,19,5,"2021-03-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",610,559,-11,0,0,-1,"0600-0659",1058,1050,-8,0,0,-1,"1000-1059",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720461277,"2021-03-19T13:10:00.000+0000","2021031911","2021-03-19T11:10:00.000+0000","2021031910","2021031909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-19T03:55:00","FM-15","7","0.0",null,"2021-03-19T10:55:00.000+0000","2021031910",30,50,41,28.59,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-03-19T04:53:00","FM-15","7","0.0",null,"2021-03-19T10:53:00.000+0000",24,27,26,29.41,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-19T15:58:00.000+0000","8.0","2021-03-19T03:34:00.000+0000","0.0","2021-03-19T06:27:00.000+0000"],[1,3,19,5,"2021-03-19 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1148,1140,-8,0,0,-1,"1100-1159",1259,1236,-23,0,0,-2,"1200-1259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",42950611861,"2021-03-19T16:48:00.000+0000","2021031914","2021-03-19T14:48:00.000+0000","2021031913","2021031912","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-03-19T07:53:00","FM-15","7","0.0",null,"2021-03-19T13:53:00.000+0000","2021031913",27,33,31,29.4,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-19T06:50:00","FM-15","7","0.0",null,"2021-03-19T13:50:00.000+0000",28,46,38,28.62,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-19T19:59:00.000+0000","0.0","2021-03-19T13:10:00.000+0000","0.0","2021-03-19T15:58:00.000+0000"],[1,3,19,5,"2021-03-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12278,"ICT","KS",1349,1347,-2,0,0,-1,"1300-1359",1748,1759,11,11,0,0,"1700-1759",0,0,855,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",279070,"2021-03-19T20:49:00.000+0000","2021031918","2021-03-19T18:49:00.000+0000","2021031917","2021031916","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-19T09:50:00","FM-15","7","0.0",null,"2021-03-19T16:50:00.000+0000","2021031916",28,66,48,28.66,null,null,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-03-19T11:53:00","FM-15","7","0.0",null,"2021-03-19T17:53:00.000+0000",31,54,44,28.98,null,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-19T22:48:00.000+0000","0.0","2021-03-19T16:48:00.000+0000","0.0","2021-03-19T19:59:00.000+0000"],[1,3,19,5,"2021-03-19 00:00:00","G4",20368,"281NV",12278,"ICT","KS",10466,"AZA","AZ",1833,1850,17,17,1,1,"1800-1859",1858,1903,5,5,0,0,"1800-1859",0,0,855,4,0,0,0,0,0,2021,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago",128849276363,"2021-03-19T23:33:00.000+0000","2021031921","2021-03-19T21:33:00.000+0000","2021031920","2021031919","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-03-19T14:53:00","FM-15","7","0.0",null,"2021-03-19T20:53:00.000+0000","2021031920",33,56,45,28.92,70,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-19T13:50:00","FM-15","7","0.0",null,"2021-03-19T20:50:00.000+0000",23,81,54,28.58,340,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-20T01:58:00.000+0000","0.0","2021-03-19T20:49:00.000+0000","0.0","2021-03-19T22:48:00.000+0000"],[1,3,19,5,"2021-03-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1948,1943,-5,0,0,-1,"1900-1959",2124,2130,6,6,0,0,"2100-2159",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489391908,"2021-03-20T02:48:00.000+0000","2021032000","2021-03-20T00:48:00.000+0000","2021031923","2021031922","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-19T16:50:00","FM-15","7","0.0",null,"2021-03-19T23:50:00.000+0000","2021031923",18,82,53,28.53,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-03-19T16:38:00","FM-16","7","0.02","-RA:02 BR:1 |RA |RA","2021-03-20T00:38:00.000+0000",52,55,53,29.89,300,15,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-20T04:24:00.000+0000","17.0","2021-03-19T23:33:00.000+0000","0.0","2021-03-20T01:58:00.000+0000"],[1,3,19,5,"2021-03-19 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",2209,2215,6,6,0,0,"2200-2259",2337,2335,-2,0,0,-1,"2300-2359",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",111670404327,"2021-03-20T05:09:00.000+0000","2021032003","2021-03-20T03:09:00.000+0000","2021032002","2021032001","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-03-19T18:51:00","FM-15","7","0.0",null,"2021-03-20T02:51:00.000+0000","2021032002",52,54,53,29.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-19T19:55:00","FM-15","7","0.0",null,"2021-03-20T02:55:00.000+0000",14,73,48,28.54,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-20T06:37:00.000+0000","0.0","2021-03-20T02:48:00.000+0000","0.0","2021-03-20T04:24:00.000+0000"],[1,3,20,6,"2021-03-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",800,753,-7,0,0,-1,"0800-0859",1256,1251,-5,0,0,-1,"1200-1259",0,0,1373,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68719801617,"2021-03-20T15:00:00.000+0000","2021032013","2021-03-20T13:00:00.000+0000","2021032012","2021032011","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-20T05:50:00","FM-15","7","0.0",null,"2021-03-20T12:50:00.000+0000","2021032012",25,52,41,28.59,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-03-20T06:54:00","FM-15","7","0.0",null,"2021-03-20T12:54:00.000+0000",20,28,25,29.75,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-20T17:56:00.000+0000","6.0","2021-03-20T05:09:00.000+0000","0.0","2021-03-20T06:37:00.000+0000"],[1,3,20,6,"2021-03-20 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",1346,1335,-11,0,0,-1,"1300-1359",1523,1510,-13,0,0,-1,"1500-1559",0,0,1373,6,0,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",231929079784,"2021-03-20T18:46:00.000+0000","2021032016","2021-03-20T16:46:00.000+0000","2021032015","2021032014","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-03-20T09:54:00","FM-15","7","0.0",null,"2021-03-20T15:54:00.000+0000","2021032015",23,45,37,29.73,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-20T08:47:00","FM-15","7","0.0",null,"2021-03-20T15:47:00.000+0000",28,64,47,28.61,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-20T22:23:00.000+0000","0.0","2021-03-20T15:00:00.000+0000","0.0","2021-03-20T17:56:00.000+0000"],[1,3,20,6,"2021-03-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",1613,1609,-4,0,0,-1,"1600-1659",2100,2056,-4,0,0,-1,"2100-2159",0,0,1288,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698986068,"2021-03-20T23:13:00.000+0000","2021032021","2021-03-20T21:13:00.000+0000","2021032020","2021032019","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-20T13:50:00","FM-15","7","0.0",null,"2021-03-20T20:50:00.000+0000","2021032020",34,81,57,28.55,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-03-20T14:52:00","FM-15","7","0.0",null,"2021-03-20T20:52:00.000+0000",27,60,46,29.72,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-21T02:00:00.000+0000","0.0","2021-03-20T18:46:00.000+0000","0.0","2021-03-20T22:23:00.000+0000"],[1,3,20,6,"2021-03-20 00:00:00","G4",20368,"281NV",13367,"MLI","IL",10466,"AZA","AZ",2150,2140,-10,0,0,-1,"2100-2159",2311,2258,-13,0,0,-1,"2300-2359",0,0,1288,6,0,0,0,0,0,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",197568771331,"2021-03-21T02:50:00.000+0000","2021032100","2021-03-21T00:50:00.000+0000","2021032023","2021032022","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-03-20T17:52:00","FM-15","7","0.0",null,"2021-03-20T23:52:00.000+0000","2021032023",30,53,43,29.69,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-20T17:50:00","FM-15","7","0.0",null,"2021-03-21T00:50:00.000+0000",34,82,57,28.46,270,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-21T06:11:00.000+0000","0.0","2021-03-20T23:13:00.000+0000","0.0","2021-03-21T02:00:00.000+0000"],[1,3,21,7,"2021-03-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",650,653,3,3,0,0,"0600-0659",1138,1130,-8,0,0,-1,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214748726765,"2021-03-21T13:50:00.000+0000","2021032111","2021-03-21T11:50:00.000+0000","2021032110","2021032109","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-21T04:50:00","FM-15","7","0.0",null,"2021-03-21T11:50:00.000+0000","2021032111",34,57,46,28.48,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-03-21T04:54:00","FM-15","7","0.0",null,"2021-03-21T10:54:00.000+0000",26,38,33,29.61,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-21T16:38:00.000+0000","0.0","2021-03-21T02:50:00.000+0000","0.0","2021-03-21T06:11:00.000+0000"],[1,3,21,7,"2021-03-21 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1223,1215,-8,0,0,-1,"1200-1259",1351,1333,-18,0,0,-2,"1300-1359",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",174559,"2021-03-21T17:23:00.000+0000","2021032115","2021-03-21T15:23:00.000+0000","2021032114","2021032113","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-03-21T08:54:00","FM-15","7","0.0",null,"2021-03-21T14:54:00.000+0000","2021032114",30,53,43,29.6,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-21T07:50:00","FM-15","7","0.0",null,"2021-03-21T14:50:00.000+0000",36,57,47,28.5,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-21T20:51:00.000+0000","3.0","2021-03-21T13:50:00.000+0000","0.0","2021-03-21T16:38:00.000+0000"],[1,3,21,7,"2021-03-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1441,1437,-4,0,0,-1,"1400-1459",1710,1711,1,1,0,0,"1700-1759",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109309213,"2021-03-21T21:41:00.000+0000","2021032119","2021-03-21T19:41:00.000+0000","2021032118","2021032117","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-21T11:50:00","FM-15","7","0.0",null,"2021-03-21T18:50:00.000+0000","2021032118",16,73,49,28.48,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-21T11:56:00","FM-15","7","0.0",null,"2021-03-21T18:56:00.000+0000",31,40,36,25.57,320,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-21T23:10:00.000+0000","0.0","2021-03-21T17:23:00.000+0000","0.0","2021-03-21T20:51:00.000+0000"],[1,3,21,7,"2021-03-21 00:00:00","G4",20368,"281NV",14314,"PVU","UT",15376,"TUS","AZ",1755,1750,-5,0,0,-1,"1700-1759",1832,1835,3,3,0,0,"1800-1859",0,0,560,3,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",25770889592,"2021-03-21T23:55:00.000+0000","2021032121","2021-03-21T21:55:00.000+0000","2021032120","2021032119","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-21T13:56:00","FM-15","7","0.0",null,"2021-03-21T20:56:00.000+0000","2021032120",23,40,33,25.54,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-03-21T14:53:00","FM-15","7","0.0",null,"2021-03-21T21:53:00.000+0000",12,79,50,27.22,280,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-22T01:32:00.000+0000","0.0","2021-03-21T21:41:00.000+0000","0.0","2021-03-21T23:10:00.000+0000"],[1,3,21,7,"2021-03-21 00:00:00","G4",20368,"281NV",15376,"TUS","AZ",14314,"PVU","UT",1917,1915,-2,0,0,-1,"1900-1959",2153,2154,1,1,0,0,"2100-2159",0,0,560,3,0,0,0,0,0,2021,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",34361015529,"2021-03-22T02:17:00.000+0000","2021032200","2021-03-22T00:17:00.000+0000","2021032123","2021032122","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-03-21T16:53:00","FM-15","7","0.0",null,"2021-03-21T23:53:00.000+0000","2021032123",11,77,49,27.18,290,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-21T16:56:00","FM-15","7","0.0",null,"2021-03-21T23:56:00.000+0000",22,40,33,25.53,320,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-22T03:53:00.000+0000","0.0","2021-03-21T23:55:00.000+0000","0.0","2021-03-22T01:32:00.000+0000"],[1,3,21,7,"2021-03-21 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2238,2235,-3,0,0,-1,"2200-2259",2309,2308,-1,0,0,-1,"2300-2359",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",171705,"2021-03-22T04:38:00.000+0000","2021032202","2021-03-22T02:38:00.000+0000","2021032201","2021032200","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-21T18:56:00","FM-15","7","0.0",null,"2021-03-22T01:56:00.000+0000","2021032201",26,37,33,25.54,290,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-21T18:47:00","FM-15","7","0.0",null,"2021-03-22T01:47:00.000+0000",7,70,46,28.36,260,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-22T06:09:00.000+0000","0.0","2021-03-22T02:17:00.000+0000","0.0","2021-03-22T03:53:00.000+0000"],[1,3,22,1,"2021-03-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",700,658,-2,0,0,-1,"0700-0759",1136,1144,8,8,0,0,"1100-1159",0,0,1092,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137439823539,"2021-03-22T14:00:00.000+0000","2021032212","2021-03-22T12:00:00.000+0000","2021032211","2021032210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-22T04:50:00","FM-15","7","0.0",null,"2021-03-22T11:50:00.000+0000","2021032211",18,54,40,28.39,280,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-03-22T05:52:00","FM-15","7","0.0",null,"2021-03-22T11:52:00.000+0000",14,20,18,28.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-22T16:36:00.000+0000","0.0","2021-03-22T04:38:00.000+0000","0.0","2021-03-22T06:09:00.000+0000"],[1,3,22,1,"2021-03-22 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",1221,1221,0,0,0,0,"1200-1259",1312,1259,-13,0,0,-1,"1300-1359",0,0,1092,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",180389922608,"2021-03-22T17:21:00.000+0000","2021032215","2021-03-22T15:21:00.000+0000","2021032214","2021032213","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-03-22T08:52:00","FM-15","7","0.0",null,"2021-03-22T14:52:00.000+0000","2021032214",20,33,28,28.25,80,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-22T07:50:00","FM-15","7","0.0",null,"2021-03-22T14:50:00.000+0000",10,55,39,28.48,320,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-22T20:12:00.000+0000","0.0","2021-03-22T14:00:00.000+0000","0.0","2021-03-22T16:36:00.000+0000"],[1,3,22,1,"2021-03-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10713,"BOI","ID",1357,1403,6,6,0,0,"1300-1359",1702,1713,11,11,0,0,"1700-1759",0,0,749,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569176049,"2021-03-22T20:57:00.000+0000","2021032218","2021-03-22T18:57:00.000+0000","2021032217","2021032216","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-22T11:50:00","FM-15","7","0.0",null,"2021-03-22T18:50:00.000+0000","2021032218",12,64,44,28.54,null,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-03-22T11:53:00","FM-15","7","0.01",null,"2021-03-22T18:53:00.000+0000",36,41,39,27.04,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-22T23:02:00.000+0000","0.0","2021-03-22T17:21:00.000+0000","0.0","2021-03-22T20:12:00.000+0000"],[1,3,22,1,"2021-03-22 00:00:00","G4",20368,"281NV",10713,"BOI","ID",14908,"SNA","CA",1747,1756,9,9,0,0,"1700-1759",1840,1904,24,24,1,1,"1800-1859",0,0,688,3,0,0,15,0,9,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",17181126742,"2021-03-22T23:47:00.000+0000","2021032221","2021-03-22T21:47:00.000+0000","2021032220","2021032219","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-03-22T13:53:00","FM-15","7","0.0",null,"2021-03-22T20:53:00.000+0000","2021032220",36,44,40,27,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-03-22T12:53:00","FM-15","7","0.0",null,"2021-03-22T20:53:00.000+0000",43,65,54,30.02,190,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-23T01:40:00.000+0000","6.0","2021-03-22T20:57:00.000+0000","0.0","2021-03-22T23:02:00.000+0000"],[1,3,22,1,"2021-03-22 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1925,1944,19,19,1,1,"1900-1959",2200,2226,26,26,1,1,"2200-2259",0,0,565,3,0,0,7,0,19,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",85899821051,"2021-03-23T02:25:00.000+0000","2021032300","2021-03-23T00:25:00.000+0000","2021032223","2021032222","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-03-22T15:53:00","FM-15","7","0.0",null,"2021-03-22T23:53:00.000+0000","2021032223",45,64,54,29.96,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-22T16:56:00","FM-15","7","0.0",null,"2021-03-22T23:56:00.000+0000",28,41,35,25.38,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-23T04:00:00.000+0000","9.0","2021-03-22T23:47:00.000+0000","0.0","2021-03-23T01:40:00.000+0000"],[1,3,22,1,"2021-03-22 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2245,2311,26,26,1,1,"2200-2259",2316,2337,21,21,1,1,"2300-2359",0,0,477,2,19,0,0,0,2,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",137439187130,"2021-03-23T04:45:00.000+0000","2021032302","2021-03-23T02:45:00.000+0000","2021032301","2021032300","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-22T18:56:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-03-23T01:56:00.000+0000","2021032301",31,38,35,25.38,null,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-22T18:55:00","FM-15","7","0.0",null,"2021-03-23T01:55:00.000+0000",14,64,44,28.45,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-23T06:16:00.000+0000","19.0","2021-03-23T02:25:00.000+0000","0.0","2021-03-23T04:00:00.000+0000"],[1,3,24,3,"2021-03-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10666,"BLI","WA",1641,1635,-6,0,0,-1,"1600-1659",1944,1949,5,5,0,0,"1900-1959",0,0,1208,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146030190266,"2021-03-24T23:41:00.000+0000","2021032421","2021-03-24T21:41:00.000+0000","2021032420","2021032419","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-24T13:58:00","FM-15","7","0.0",null,"2021-03-24T20:58:00.000+0000","2021032420",32,64,49,28.36,260,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLI","BLI","Bellingham International Airport","Bellingham","Washington","US",170,48.7928009033,-122.5380020142,"America/Los_Angeles","72797624217","BELLINGHAM INTERNATIONAL AIRPORT, WA US","45.9","48.7991","-122.54069","2021-03-24T12:53:00","FM-15","7","0.0",null,"2021-03-24T20:53:00.000+0000",42,46,44,29.67,170,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-25T02:44:00.000+0000","26.0","2021-03-23T04:45:00.000+0000","21.0","2021-03-23T06:16:00.000+0000"],[1,3,24,3,"2021-03-24 00:00:00","G4",20368,"281NV",10666,"BLI","WA",10466,"AZA","AZ",2029,2024,-5,0,0,-1,"2000-2059",2329,2306,-23,0,0,-2,"2300-2359",0,0,1208,5,0,0,0,0,0,2021,"KBLI","BLI","Bellingham International Airport","Bellingham","Washington","US",170,48.7928009033,-122.5380020142,"America/Los_Angeles",128849146668,"2021-03-25T03:29:00.000+0000","2021032501","2021-03-25T01:29:00.000+0000","2021032500","2021032423","72797624217","BELLINGHAM INTERNATIONAL AIRPORT, WA US","45.9","48.7991","-122.54069","2021-03-24T17:28:00","FM-16","7","0.0",null,"2021-03-25T01:28:00.000+0000","2021032501",44,46,45,29.6,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-24T17:50:00","FM-15","7","0.0",null,"2021-03-25T00:50:00.000+0000",25,68,48,28.33,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-25T06:29:00.000+0000","0.0","2021-03-24T23:41:00.000+0000","0.0","2021-03-25T02:44:00.000+0000"],[1,3,25,4,"2021-03-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",640,632,-8,0,0,-1,"0600-0659",1009,959,-10,0,0,-1,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259399738,"2021-03-25T13:40:00.000+0000","2021032511","2021-03-25T11:40:00.000+0000","2021032510","2021032509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-25T04:35:00","FM-15","7","0.0",null,"2021-03-25T11:35:00.000+0000","2021032511",25,48,39,28.42,120,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-03-25T04:33:00","FM-16","7","0.0","BR:1 ||","2021-03-25T11:33:00.000+0000",33,33,33,26.33,10,3,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-25T16:09:00.000+0000","0.0","2021-03-25T03:29:00.000+0000","0.0","2021-03-25T06:29:00.000+0000"],[1,3,25,4,"2021-03-25 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1054,1043,-11,0,0,-1,"1000-1059",1224,1209,-15,0,0,-1,"1200-1259",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",240519013944,"2021-03-25T16:54:00.000+0000","2021032514","2021-03-25T14:54:00.000+0000","2021032513","2021032512","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-03-25T07:53:00","FM-15","7","0.0","BR:1 ||","2021-03-25T14:53:00.000+0000","2021032514",34,34,34,26.36,260,3,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-25T07:50:00","FM-15","7","0.0",null,"2021-03-25T14:50:00.000+0000",28,52,42,28.45,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-25T19:24:00.000+0000","0.0","2021-03-25T13:40:00.000+0000","0.0","2021-03-25T16:09:00.000+0000"],[1,3,25,4,"2021-03-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1309,1259,-10,0,0,-1,"1300-1359",1543,1536,-7,0,0,-1,"1500-1559",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338891741,"2021-03-25T20:09:00.000+0000","2021032518","2021-03-25T18:09:00.000+0000","2021032517","2021032516","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-25T11:00:00","FM-15","4","0.0",null,"2021-03-25T18:00:00.000+0000","2021032518",25,64,null,null,160,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-03-25T09:53:00","FM-15","7","0.0",null,"2021-03-25T17:53:00.000+0000",33,53,44,29.36,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-25T22:43:00.000+0000","0.0","2021-03-25T16:54:00.000+0000","0.0","2021-03-25T19:24:00.000+0000"],[1,3,25,4,"2021-03-25 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1628,1628,0,0,0,0,"1600-1659",1855,1847,-8,0,0,-1,"1800-1859",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",180388799041,"2021-03-25T23:28:00.000+0000","2021032521","2021-03-25T21:28:00.000+0000","2021032520","2021032519","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-03-25T12:53:00","FM-15","7","0.0",null,"2021-03-25T20:53:00.000+0000","2021032520",38,56,47,29.39,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-25T13:50:00","FM-15","7","0.0",null,"2021-03-25T20:50:00.000+0000",25,70,49,28.32,200,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-26T01:55:00.000+0000","0.0","2021-03-25T20:09:00.000+0000","0.0","2021-03-25T22:43:00.000+0000"],[1,3,25,4,"2021-03-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1940,1930,-10,0,0,-1,"1900-1959",2209,2201,-8,0,0,-1,"2200-2259",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163209860311,"2021-03-26T02:40:00.000+0000","2021032600","2021-03-26T00:40:00.000+0000","2021032523","2021032522","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-25T16:50:00","FM-15","7","0.0",null,"2021-03-25T23:50:00.000+0000","2021032523",21,70,48,28.25,200,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-25T17:28:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-03-26T00:28:00.000+0000",34,37,36,25.12,10,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-26T04:09:00.000+0000","0.0","2021-03-25T23:28:00.000+0000","0.0","2021-03-26T01:55:00.000+0000"],[1,3,25,4,"2021-03-25 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2254,2242,-12,0,0,-1,"2200-2259",2325,2311,-14,0,0,-1,"2300-2359",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",137439639537,"2021-03-26T04:54:00.000+0000","2021032602","2021-03-26T02:54:00.000+0000","2021032601","2021032600","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-03-25T19:47:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-03-26T02:47:00.000+0000","2021032602",34,37,36,25.14,0,0,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-25T19:50:00","FM-15","7","0.0",null,"2021-03-26T02:50:00.000+0000",16,64,44,28.28,200,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-26T06:25:00.000+0000","0.0","2021-03-26T02:40:00.000+0000","0.0","2021-03-26T04:09:00.000+0000"],[1,3,26,5,"2021-03-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",720,716,-4,0,0,-1,"0700-0759",1216,1159,-17,0,0,-2,"1200-1259",0,0,1373,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128849783055,"2021-03-26T14:20:00.000+0000","2021032612","2021-03-26T12:20:00.000+0000","2021032611","2021032610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-26T04:50:00","FM-15","7","0.0",null,"2021-03-26T11:50:00.000+0000","2021032611",36,52,45,28.38,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-03-26T05:54:00","FM-15","7","0.0",null,"2021-03-26T11:54:00.000+0000",31,37,35,29.18,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-26T17:16:00.000+0000","0.0","2021-03-26T04:54:00.000+0000","0.0","2021-03-26T06:25:00.000+0000"],[1,3,26,5,"2021-03-26 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",1306,1258,-8,0,0,-1,"1300-1359",1443,1438,-5,0,0,-1,"1400-1459",0,0,1373,6,0,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",171799203551,"2021-03-26T18:06:00.000+0000","2021032616","2021-03-26T16:06:00.000+0000","2021032615","2021032614","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-03-26T09:54:00","FM-15","7","0.0",null,"2021-03-26T15:54:00.000+0000","2021032615",32,41,37,29.26,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-26T08:50:00","FM-15","7","0.0",null,"2021-03-26T15:50:00.000+0000",39,55,47,28.46,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-26T21:43:00.000+0000","0.0","2021-03-26T14:20:00.000+0000","0.0","2021-03-26T17:16:00.000+0000"],[1,3,26,5,"2021-03-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15008,"STC","MN",1533,1533,0,0,0,0,"1500-1559",2027,2029,2,2,0,0,"2000-2059",0,0,1259,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188978984834,"2021-03-26T22:33:00.000+0000","2021032620","2021-03-26T20:33:00.000+0000","2021032619","2021032618","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-26T12:50:00","FM-15","7","0.0",null,"2021-03-26T19:50:00.000+0000","2021032619",37,61,49,28.46,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-03-26T13:53:00","FM-15","7","0.0",null,"2021-03-26T19:53:00.000+0000",28,43,37,28.91,null,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-27T01:27:00.000+0000","0.0","2021-03-26T18:06:00.000+0000","0.0","2021-03-26T21:43:00.000+0000"],[1,3,26,5,"2021-03-26 00:00:00","G4",20368,"281NV",15008,"STC","MN",10466,"AZA","AZ",2122,2121,-1,0,0,-1,"2100-2159",2239,2224,-15,0,0,-1,"2200-2259",0,0,1259,6,0,0,0,0,0,2021,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago",137439484096,"2021-03-27T02:22:00.000+0000","2021032700","2021-03-27T00:22:00.000+0000","2021032623","2021032622","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-03-26T17:53:00","FM-15","7","0.0",null,"2021-03-26T23:53:00.000+0000","2021032623",30,46,39,28.87,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-26T16:55:00","FM-15","7","0.0",null,"2021-03-26T23:55:00.000+0000",39,61,50,28.46,20,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-27T05:39:00.000+0000","0.0","2021-03-26T22:33:00.000+0000","0.0","2021-03-27T01:27:00.000+0000"],[1,3,27,6,"2021-03-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",710,709,-1,0,0,-1,"0700-0759",1155,1143,-12,0,0,-1,"1100-1159",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569091291,"2021-03-27T14:10:00.000+0000","2021032712","2021-03-27T12:10:00.000+0000","2021032711","2021032710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-27T04:50:00","FM-15","7","0.0",null,"2021-03-27T11:50:00.000+0000","2021032711",34,41,38,28.6,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-27T06:05:00","FM-16","7","0.0","BR:1 ||","2021-03-27T12:05:00.000+0000",43,44,44,28.96,120,7,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-27T16:55:00.000+0000","0.0","2021-03-27T02:22:00.000+0000","0.0","2021-03-27T05:39:00.000+0000"],[1,3,27,6,"2021-03-27 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1245,1235,-10,0,0,-1,"1200-1259",1403,1338,-25,0,0,-2,"1400-1459",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",163209524031,"2021-03-27T17:45:00.000+0000","2021032715","2021-03-27T15:45:00.000+0000","2021032714","2021032713","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-27T08:52:00","FM-15","7","0.0","BR:1 ||","2021-03-27T14:52:00.000+0000","2021032714",46,48,47,28.9,150,9,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-27T07:50:00","FM-15","7","0.0",null,"2021-03-27T14:50:00.000+0000",37,48,43,28.67,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-27T21:03:00.000+0000","0.0","2021-03-27T14:10:00.000+0000","0.0","2021-03-27T16:55:00.000+0000"],[1,3,27,6,"2021-03-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1453,1508,15,15,1,1,"1400-1459",1727,1749,22,22,1,1,"1700-1759",0,0,977,4,0,0,22,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163209863121,"2021-03-27T21:53:00.000+0000","2021032719","2021-03-27T19:53:00.000+0000","2021032718","2021032717","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-27T11:50:00","FM-15","7","0.0",null,"2021-03-27T18:50:00.000+0000","2021032718",34,68,51,28.71,null,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-03-27T11:53:00","FM-15","7","0.0",null,"2021-03-27T19:53:00.000+0000",37,61,49,29.87,null,null,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-28T00:27:00.000+0000","0.0","2021-03-27T17:45:00.000+0000","0.0","2021-03-27T21:03:00.000+0000"],[1,3,27,6,"2021-03-27 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",1812,1825,13,13,0,0,"1800-1859",2039,2040,1,1,0,0,"2000-2059",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",68720518793,"2021-03-28T01:12:00.000+0000","2021032723","2021-03-27T23:12:00.000+0000","2021032722","2021032721","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-03-27T14:53:00","FM-15","7","0.0",null,"2021-03-27T22:53:00.000+0000","2021032722",35,67,51,29.8,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-27T15:50:00","FM-15","7","0.0",null,"2021-03-27T22:50:00.000+0000",30,75,53,28.65,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-28T03:39:00.000+0000","15.0","2021-03-27T21:53:00.000+0000","0.0","2021-03-28T00:27:00.000+0000"],[1,3,28,7,"2021-03-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",700,650,-10,0,0,-1,"0700-0759",1323,1337,14,14,0,0,"1300-1359",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1197702,"2021-03-28T14:00:00.000+0000","2021032812","2021-03-28T12:00:00.000+0000","2021032811","2021032810","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-28T04:50:00","FM-15","7","0.0",null,"2021-03-28T11:50:00.000+0000","2021032811",30,46,39,28.76,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-03-28T06:53:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-03-28T11:53:00.000+0000",34,36,35,28.88,310,13,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-28T17:23:00.000+0000","13.0","2021-03-28T01:12:00.000+0000","1.0","2021-03-28T03:39:00.000+0000"],[1,3,28,7,"2021-03-28 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1413,1424,11,11,0,0,"1400-1459",1524,1459,-25,0,0,-2,"1500-1559",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",120259192789,"2021-03-28T18:13:00.000+0000","2021032816","2021-03-28T16:13:00.000+0000","2021032815","2021032814","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-03-28T10:53:00","FM-15","7","0.01","-SN:03 BR:1 |SN |","2021-03-28T15:53:00.000+0000","2021032815",32,35,34,28.99,330,14,2,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-28T08:50:00","FM-15","7","0.0",null,"2021-03-28T15:50:00.000+0000",27,63,47,28.81,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-28T22:24:00.000+0000","0.0","2021-03-28T14:00:00.000+0000","0.0","2021-03-28T17:23:00.000+0000"],[1,3,28,7,"2021-03-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",1614,1631,17,17,1,1,"1600-1659",2059,2124,25,25,1,1,"2000-2059",0,0,1240,5,17,0,8,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109116864,"2021-03-28T23:14:00.000+0000","2021032821","2021-03-28T21:14:00.000+0000","2021032820","2021032819","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-28T13:50:00","FM-15","7","0.0",null,"2021-03-28T20:50:00.000+0000","2021032820",23,81,54,28.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-28T14:52:00","FM-15","7","0.0",null,"2021-03-28T20:52:00.000+0000",24,44,36,29.2,300,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-29T01:59:00.000+0000","11.0","2021-03-28T18:13:00.000+0000","0.0","2021-03-28T22:24:00.000+0000"],[1,3,28,7,"2021-03-28 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",2149,2206,17,17,1,1,"2100-2159",2307,2255,-12,0,0,-1,"2300-2359",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",180388796245,"2021-03-29T02:49:00.000+0000","2021032900","2021-03-29T00:49:00.000+0000","2021032823","2021032822","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-03-28T17:52:00","FM-15","7","0.0",null,"2021-03-28T23:52:00.000+0000","2021032823",25,42,35,29.21,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-28T17:47:00","FM-15","7","0.0",null,"2021-03-29T00:47:00.000+0000",19,82,53,28.6,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-29T06:07:00.000+0000","17.0","2021-03-28T23:14:00.000+0000","0.0","2021-03-29T01:59:00.000+0000"],[1,3,29,1,"2021-03-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10676,"BLV","IL",720,718,-2,0,0,-1,"0700-0759",1205,1205,0,0,0,0,"1200-1259",0,0,1272,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128849146675,"2021-03-29T14:20:00.000+0000","2021032912","2021-03-29T12:20:00.000+0000","2021032911","2021032910","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-29T04:55:00","FM-15","7","0.0",null,"2021-03-29T11:55:00.000+0000","2021032911",25,55,42,28.49,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-03-29T05:56:00","FM-15","7","0.0",null,"2021-03-29T11:56:00.000+0000",31,36,34,29.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-29T17:05:00.000+0000","17.0","2021-03-29T02:49:00.000+0000","0.0","2021-03-29T06:07:00.000+0000"],[1,3,29,1,"2021-03-29 00:00:00","G4",20368,"281NV",10676,"BLV","IL",10466,"AZA","AZ",1250,1258,8,8,0,0,"1200-1259",1418,1422,4,4,0,0,"1400-1459",0,0,1272,6,0,0,0,0,0,2021,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago",128849870802,"2021-03-29T17:50:00.000+0000","2021032915","2021-03-29T15:50:00.000+0000","2021032914","2021032913","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-03-29T08:56:00","FM-15","7","0.0",null,"2021-03-29T14:56:00.000+0000","2021032914",35,53,45,29.67,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-29T08:50:00","FM-15","7","0.0",null,"2021-03-29T15:50:00.000+0000",30,68,50,28.48,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-29T21:18:00.000+0000","0.0","2021-03-29T14:20:00.000+0000","0.0","2021-03-29T17:05:00.000+0000"],[1,3,29,1,"2021-03-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1508,1516,8,8,0,0,"1500-1559",2118,2120,2,2,0,0,"2100-2159",0,0,1501,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85900435598,"2021-03-29T22:08:00.000+0000","2021032920","2021-03-29T20:08:00.000+0000","2021032919","2021032918","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-29T12:55:00","FM-15","7","0.0",null,"2021-03-29T19:55:00.000+0000","2021032919",25,84,55,28.4,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-03-29T14:54:00","FM-15","7","0.0",null,"2021-03-29T19:54:00.000+0000",31,56,45,29.23,170,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-30T01:18:00.000+0000","8.0","2021-03-29T17:50:00.000+0000","0.0","2021-03-29T21:18:00.000+0000"],[1,3,29,1,"2021-03-29 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2208,2206,-2,0,0,-1,"2200-2259",2304,2307,3,3,0,0,"2300-2359",0,0,1501,7,0,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",17180645953,"2021-03-30T02:08:00.000+0000","2021033000","2021-03-30T00:08:00.000+0000","2021032923","2021032922","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-03-29T18:54:00","FM-15","7","0.0",null,"2021-03-29T23:54:00.000+0000","2021032923",31,55,44,29.16,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-03-29T15:50:00","FM-15","7","0.0",null,"2021-03-29T22:50:00.000+0000",21,84,54,28.31,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-03-30T06:04:00.000+0000","8.0","2021-03-29T22:08:00.000+0000","0.0","2021-03-30T01:18:00.000+0000"],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",700,654,-6,0,0,-1,"0700-0759",1135,1122,-13,0,0,-1,"1100-1159",0,0,1092,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569550705,"2021-04-02T14:00:00.000+0000","2021040212","2021-04-02T12:00:00.000+0000","2021040211","2021040210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-02T04:47:00","FM-15","7","0.0",null,"2021-04-02T11:47:00.000+0000","2021040211",30,68,50,28.41,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-04-02T05:52:00","FM-15","7","0.0",null,"2021-04-02T11:52:00.000+0000",23,31,28,28.02,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-02T16:35:00.000+0000","0.0","2021-03-30T02:08:00.000+0000","3.0","2021-03-30T06:04:00.000+0000"],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",1220,1214,-6,0,0,-1,"1200-1259",1309,1250,-19,0,0,-2,"1300-1359",0,0,1092,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",163209499788,"2021-04-02T17:20:00.000+0000","2021040215","2021-04-02T15:20:00.000+0000","2021040214","2021040213","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-04-02T08:52:00","FM-15","7","0.0",null,"2021-04-02T14:52:00.000+0000","2021040214",26,48,39,28.04,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-02T07:50:00","FM-15","7","0.0",null,"2021-04-02T14:50:00.000+0000",30,72,52,28.48,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-02T20:09:00.000+0000","0.0","2021-04-02T14:00:00.000+0000","0.0","2021-04-02T16:35:00.000+0000"],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1354,1344,-10,0,0,-1,"1300-1359",1529,1521,-8,0,0,-1,"1500-1559",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029817176,"2021-04-02T20:54:00.000+0000","2021040218","2021-04-02T18:54:00.000+0000","2021040217","2021040216","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-02T11:50:00","FM-15","7","0.0",null,"2021-04-02T18:50:00.000+0000","2021040218",27,88,57,28.46,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-04-02T10:51:00","FM-15","7","0.0",null,"2021-04-02T18:51:00.000+0000",49,60,54,29.8,300,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-02T22:29:00.000+0000","0.0","2021-04-02T17:20:00.000+0000","0.0","2021-04-02T20:09:00.000+0000"],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",1614,1559,-15,0,0,-1,"1600-1659",1741,1728,-13,0,0,-1,"1700-1759",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",214748863392,"2021-04-02T23:14:00.000+0000","2021040221","2021-04-02T21:14:00.000+0000","2021040220","2021040219","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-04-02T12:51:00","FM-15","7","0.0",null,"2021-04-02T20:51:00.000+0000","2021040220",49,62,55,29.8,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-02T13:55:00","FM-15","7","0.0",null,"2021-04-02T20:55:00.000+0000",23,90,57,28.44,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-03T00:41:00.000+0000","0.0","2021-04-02T20:54:00.000+0000","0.0","2021-04-02T22:29:00.000+0000"],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",1826,1811,-15,0,0,-1,"1800-1859",2141,2124,-17,0,0,-2,"2100-2159",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338889201,"2021-04-03T01:26:00.000+0000","2021040223","2021-04-02T23:26:00.000+0000","2021040222","2021040221","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-02T15:50:00","FM-15","7","0.0",null,"2021-04-02T22:50:00.000+0000","2021040222",27,90,58,28.41,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-02T15:56:00","FM-15","7","0.0",null,"2021-04-02T22:56:00.000+0000",15,69,46,25.43,230,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-03T03:41:00.000+0000","0.0","2021-04-02T23:14:00.000+0000","0.0","2021-04-03T00:41:00.000+0000"],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",2226,2223,-3,0,0,-1,"2200-2259",2344,2343,-1,0,0,-1,"2300-2359",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",154619242908,"2021-04-03T04:26:00.000+0000","2021040302","2021-04-03T02:26:00.000+0000","2021040301","2021040300","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-02T18:56:00","FM-15","7","0.0",null,"2021-04-03T01:56:00.000+0000","2021040301",18,61,42,25.45,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-02T18:55:00","FM-15","7","0.0",null,"2021-04-03T01:55:00.000+0000",27,86,56,28.42,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-03T06:44:00.000+0000","0.0","2021-04-03T01:26:00.000+0000","0.0","2021-04-03T03:41:00.000+0000"],[2,4,3,6,"2021-04-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",710,704,-6,0,0,-1,"0700-0759",1155,1153,-2,0,0,-1,"1100-1159",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171798835127,"2021-04-03T14:10:00.000+0000","2021040312","2021-04-03T12:10:00.000+0000","2021040311","2021040310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-03T04:50:00","FM-15","7","0.0",null,"2021-04-03T11:50:00.000+0000","2021040311",28,61,46,28.48,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-04-03T05:52:00","FM-15","7","0.0",null,"2021-04-03T11:52:00.000+0000",29,41,36,29.15,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-03T16:55:00.000+0000","0.0","2021-04-03T04:26:00.000+0000","0.0","2021-04-03T06:44:00.000+0000"],[2,4,3,6,"2021-04-03 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1245,1405,80,80,1,5,"1200-1259",1403,1455,52,52,1,3,"1400-1459",0,0,1240,5,52,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",206159520189,"2021-04-03T17:45:00.000+0000","2021040315","2021-04-03T15:45:00.000+0000","2021040314","2021040313","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-04-03T08:52:00","FM-15","7","0.0",null,"2021-04-03T14:52:00.000+0000","2021040314",34,56,46,29.16,230,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-03T07:50:00","FM-15","7","0.0",null,"2021-04-03T14:50:00.000+0000",32,66,50,28.55,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-03T21:03:00.000+0000","0.0","2021-04-03T14:10:00.000+0000","0.0","2021-04-03T16:55:00.000+0000"],[2,4,3,6,"2021-04-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",1537,1559,22,22,1,1,"1500-1559",2024,2042,18,18,1,1,"2000-2059",0,0,1164,5,0,0,0,0,18,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698770568,"2021-04-03T22:37:00.000+0000","2021040320","2021-04-03T20:37:00.000+0000","2021040319","2021040318","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-03T12:50:00","FM-15","7","0.0",null,"2021-04-03T19:50:00.000+0000","2021040319",32,88,59,28.52,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-04-03T13:54:00","FM-15","7","0.0",null,"2021-04-03T19:54:00.000+0000",17,75,50,28.09,270,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-04T01:24:00.000+0000","80.0","2021-04-03T17:45:00.000+0000","0.0","2021-04-03T21:03:00.000+0000"],[2,4,3,6,"2021-04-03 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",2109,2116,7,7,0,0,"2100-2159",2210,2205,-5,0,0,-1,"2200-2259",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",94490022090,"2021-04-04T02:09:00.000+0000","2021040400","2021-04-04T00:09:00.000+0000","2021040323","2021040322","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-04-03T17:54:00","FM-15","7","0.0",null,"2021-04-03T23:54:00.000+0000","2021040323",10,72,47,28.1,300,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-03T16:50:00","FM-15","7","0.0",null,"2021-04-03T23:50:00.000+0000",28,93,59,28.46,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-04T05:10:00.000+0000","22.0","2021-04-03T22:37:00.000+0000","0.0","2021-04-04T01:24:00.000+0000"],[2,4,4,7,"2021-04-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",710,710,0,0,0,0,"0700-0759",1155,1153,-2,0,0,-1,"1100-1159",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188979645110,"2021-04-04T14:10:00.000+0000","2021040412","2021-04-04T12:10:00.000+0000","2021040411","2021040410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-04T04:50:00","FM-15","7","0.0",null,"2021-04-04T11:50:00.000+0000","2021040411",27,63,47,28.5,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-04-04T05:52:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-04-04T11:52:00.000+0000",36,42,39,29.17,150,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-04T16:55:00.000+0000","7.0","2021-04-04T02:09:00.000+0000","0.0","2021-04-04T05:10:00.000+0000"],[2,4,4,7,"2021-04-04 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1245,1238,-7,0,0,-1,"1200-1259",1403,1339,-24,0,0,-2,"1400-1459",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",111669567586,"2021-04-04T17:45:00.000+0000","2021040415","2021-04-04T15:45:00.000+0000","2021040414","2021040413","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-04-04T08:52:00","FM-15","7","0.0",null,"2021-04-04T14:52:00.000+0000","2021040414",43,60,51,29.16,170,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-04T07:50:00","FM-15","7","0.0",null,"2021-04-04T14:50:00.000+0000",32,68,51,28.54,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-04T21:03:00.000+0000","0.0","2021-04-04T14:10:00.000+0000","0.0","2021-04-04T16:55:00.000+0000"],[2,4,4,7,"2021-04-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1453,1449,-4,0,0,-1,"1400-1459",2003,2005,2,2,0,0,"2000-2059",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669720200,"2021-04-04T21:53:00.000+0000","2021040419","2021-04-04T19:53:00.000+0000","2021040418","2021040417","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-04T12:50:00","FM-15","7","0.0",null,"2021-04-04T19:50:00.000+0000","2021040419",30,91,59,28.48,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-04-04T13:45:00","FM-15","7","0.0",null,"2021-04-04T19:45:00.000+0000",21,72,49,29.03,140,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-05T01:03:00.000+0000","0.0","2021-04-04T17:45:00.000+0000","0.0","2021-04-04T21:03:00.000+0000"],[2,4,4,7,"2021-04-04 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",2053,2042,-11,0,0,-1,"2000-2059",2240,2204,-36,0,0,-2,"2200-2259",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",188979645115,"2021-04-05T01:53:00.000+0000","2021040423","2021-04-04T23:53:00.000+0000","2021040422","2021040421","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-04-04T17:45:00","FM-15","7","0.0",null,"2021-04-04T23:45:00.000+0000","2021040423",32,63,48,28.98,140,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-04T15:50:00","FM-15","7","0.0",null,"2021-04-04T22:50:00.000+0000",25,95,59,28.41,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-05T05:40:00.000+0000","0.0","2021-04-04T21:53:00.000+0000","0.0","2021-04-05T01:03:00.000+0000"],[2,4,5,1,"2021-04-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",610,607,-3,0,0,-1,"0600-0659",920,915,-5,0,0,-1,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770541434,"2021-04-05T13:10:00.000+0000","2021040511","2021-04-05T11:10:00.000+0000","2021040510","2021040509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-05T03:55:00","FM-15","7","0.0",null,"2021-04-05T10:55:00.000+0000","2021040510",22,64,46,28.35,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-04-05T03:52:00","FM-15","7","0.0",null,"2021-04-05T10:52:00.000+0000",18,49,37,26.41,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-05T15:20:00.000+0000","0.0","2021-04-05T01:53:00.000+0000","0.0","2021-04-05T05:40:00.000+0000"],[2,4,5,1,"2021-04-05 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1005,956,-9,0,0,-1,"1000-1059",1124,1118,-6,0,0,-1,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",51540262082,"2021-04-05T16:05:00.000+0000","2021040514","2021-04-05T14:05:00.000+0000","2021040513","2021040512","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-04-05T06:52:00","FM-15","7","0.0",null,"2021-04-05T13:52:00.000+0000","2021040513",24,59,43,26.4,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-05T06:50:00","FM-15","7","0.0",null,"2021-04-05T13:50:00.000+0000",27,63,47,28.37,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-05T18:24:00.000+0000","0.0","2021-04-05T13:10:00.000+0000","0.0","2021-04-05T15:20:00.000+0000"],[2,4,5,1,"2021-04-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1214,1201,-13,0,0,-1,"1200-1259",1349,1345,-4,0,0,-1,"1300-1359",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",321245,"2021-04-05T19:14:00.000+0000","2021040517","2021-04-05T17:14:00.000+0000","2021040516","2021040515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-05T09:50:00","FM-15","7","0.0",null,"2021-04-05T16:50:00.000+0000","2021040516",23,79,53,28.41,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-04-05T08:51:00","FM-15","7","0.0",null,"2021-04-05T16:51:00.000+0000",46,53,49,29.82,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-05T20:49:00.000+0000","0.0","2021-04-05T16:05:00.000+0000","0.0","2021-04-05T18:24:00.000+0000"],[2,4,5,1,"2021-04-05 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",1434,1421,-13,0,0,-1,"1400-1459",1601,1539,-22,0,0,-2,"1600-1659",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",111670396272,"2021-04-05T21:34:00.000+0000","2021040519","2021-04-05T19:34:00.000+0000","2021040518","2021040517","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-04-05T10:51:00","FM-15","7","0.0",null,"2021-04-05T18:51:00.000+0000","2021040518",47,60,53,29.8,300,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-05T11:50:00","FM-15","7","0.0",null,"2021-04-05T18:50:00.000+0000",25,86,56,28.37,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-05T23:01:00.000+0000","0.0","2021-04-05T19:14:00.000+0000","0.0","2021-04-05T20:49:00.000+0000"],[2,4,5,1,"2021-04-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10666,"BLI","WA",1646,1637,-9,0,0,-1,"1600-1659",1949,1953,4,4,0,0,"1900-1959",0,0,1208,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",154618905155,"2021-04-05T23:46:00.000+0000","2021040521","2021-04-05T21:46:00.000+0000","2021040520","2021040519","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-05T13:50:00","FM-15","7","0.0",null,"2021-04-05T20:50:00.000+0000","2021040520",23,90,57,28.32,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLI","BLI","Bellingham International Airport","Bellingham","Washington","US",170,48.7928009033,-122.5380020142,"America/Los_Angeles","72797624217","BELLINGHAM INTERNATIONAL AIRPORT, WA US","45.9","48.7991","-122.54069","2021-04-05T12:53:00","FM-15","7","0.0",null,"2021-04-05T20:53:00.000+0000",33,51,43,30.06,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-06T02:49:00.000+0000","0.0","2021-04-05T21:34:00.000+0000","0.0","2021-04-05T23:01:00.000+0000"],[2,4,5,1,"2021-04-05 00:00:00","G4",20368,"281NV",10666,"BLI","WA",10466,"AZA","AZ",2034,2024,-10,0,0,-1,"2000-2059",2334,2315,-19,0,0,-2,"2300-2359",0,0,1208,5,0,0,0,0,0,2021,"KBLI","BLI","Bellingham International Airport","Bellingham","Washington","US",170,48.7928009033,-122.5380020142,"America/Los_Angeles",249108251337,"2021-04-06T03:34:00.000+0000","2021040601","2021-04-06T01:34:00.000+0000","2021040600","2021040523","72797624217","BELLINGHAM INTERNATIONAL AIRPORT, WA US","45.9","48.7991","-122.54069","2021-04-05T16:53:00","FM-15","7","0.0",null,"2021-04-06T00:53:00.000+0000","2021040600",29,53,43,30,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-05T17:50:00","FM-15","7","0.0",null,"2021-04-06T00:50:00.000+0000",18,90,56,28.23,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-06T06:34:00.000+0000","0.0","2021-04-05T23:46:00.000+0000","0.0","2021-04-06T02:49:00.000+0000"],[2,4,6,2,"2021-04-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",800,743,-17,0,0,-2,"0800-0859",1248,1235,-13,0,0,-1,"1200-1259",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770949451,"2021-04-06T15:00:00.000+0000","2021040613","2021-04-06T13:00:00.000+0000","2021040612","2021040611","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-06T05:55:00","FM-15","7","0.0",null,"2021-04-06T12:55:00.000+0000","2021040612",30,66,49,28.31,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-04-06T06:53:00","FM-15","7","0.0",null,"2021-04-06T12:53:00.000+0000",27,36,33,28.95,20,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-06T17:48:00.000+0000","0.0","2021-04-06T03:34:00.000+0000","0.0","2021-04-06T06:34:00.000+0000"],[2,4,6,2,"2021-04-06 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1338,1325,-13,0,0,-1,"1300-1359",1449,1428,-21,0,0,-2,"1400-1459",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",214748863386,"2021-04-06T18:38:00.000+0000","2021040616","2021-04-06T16:38:00.000+0000","2021040615","2021040614","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-04-06T09:53:00","FM-15","7","0.0",null,"2021-04-06T15:53:00.000+0000","2021040615",28,49,40,28.95,30,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-06T08:47:00","FM-15","7","0.0",null,"2021-04-06T15:47:00.000+0000",32,73,53,28.39,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-06T21:49:00.000+0000","0.0","2021-04-06T15:00:00.000+0000","0.0","2021-04-06T17:48:00.000+0000"],[2,4,6,2,"2021-04-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",1539,1525,-14,0,0,-1,"1500-1559",1854,1854,0,0,0,0,"1800-1859",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34361091008,"2021-04-06T22:39:00.000+0000","2021040620","2021-04-06T20:39:00.000+0000","2021040619","2021040618","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-06T12:50:00","FM-15","7","0.0",null,"2021-04-06T19:50:00.000+0000","2021040619",27,82,55,28.39,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-06T13:32:00","FM-16","7","0.0",null,"2021-04-06T20:32:00.000+0000",35,43,39,26.33,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-07T00:54:00.000+0000","0.0","2021-04-06T18:38:00.000+0000","0.0","2021-04-06T21:49:00.000+0000"],[2,4,6,2,"2021-04-06 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",1925,1228,1023,1023,1,12,"1900-1959",2021,1315,1014,1014,1,12,"2000-2059",0,0,704,3,1014,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",85899749983,"2021-04-07T01:25:00.000+0000","2021040623","2021-04-06T23:25:00.000+0000","2021040622","2021040621","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-04-06T15:53:00","FM-15","7","0.0",null,"2021-04-06T22:53:00.000+0000","2021040622",31,42,37,25.25,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-06T15:50:00","FM-15","7","0.0",null,"2021-04-06T22:50:00.000+0000",18,88,55,28.35,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-07T03:21:00.000+0000","0.0","2021-04-06T22:39:00.000+0000","0.0","2021-04-07T00:54:00.000+0000"],[2,4,6,2,"2021-04-06 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1939,1934,-5,0,0,-1,"1900-1959",2101,2041,-20,0,0,-2,"2100-2159",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",231928799580,"2021-04-07T01:39:00.000+0000","2021040623","2021-04-06T23:39:00.000+0000","2021040622","2021040621","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-06T15:53:00","FM-15","7","0.0",null,"2021-04-06T22:53:00.000+0000","2021040622",32,43,38,26.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-06T15:50:00","FM-15","7","0.0",null,"2021-04-06T22:50:00.000+0000",18,88,55,28.35,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-07T04:01:00.000+0000","0.0","2021-04-07T01:25:00.000+0000","0.0","2021-04-07T03:21:00.000+0000"],[2,4,8,4,"2021-04-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",640,640,0,0,0,0,"0600-0659",909,912,3,3,0,0,"0900-0959",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60129963234,"2021-04-08T13:40:00.000+0000","2021040811","2021-04-08T11:40:00.000+0000","2021040810","2021040809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-08T04:35:00","FM-15","7","0.0",null,"2021-04-08T11:35:00.000+0000","2021040811",14,63,43,28.43,140,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-08T03:56:00","FM-15","7","0.0",null,"2021-04-08T10:56:00.000+0000",32,45,39,25.39,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-08T15:09:00.000+0000","0.0","2021-04-07T01:39:00.000+0000","0.0","2021-04-07T04:01:00.000+0000"],[2,4,8,4,"2021-04-08 00:00:00","G4",20368,"281NV",14314,"PVU","UT",15376,"TUS","AZ",954,951,-3,0,0,-1,"0900-0959",1030,1028,-2,0,0,-1,"1000-1059",0,0,560,3,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",223338657384,"2021-04-08T15:54:00.000+0000","2021040813","2021-04-08T13:54:00.000+0000","2021040812","2021040811","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-08T05:56:00","FM-15","7","0.0",null,"2021-04-08T12:56:00.000+0000","2021040812",29,43,37,25.41,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-04-08T06:53:00","FM-15","7","0.0",null,"2021-04-08T13:53:00.000+0000",11,60,41,27.33,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-08T17:30:00.000+0000","0.0","2021-04-08T13:40:00.000+0000","0.0","2021-04-08T15:09:00.000+0000"],[2,4,8,4,"2021-04-08 00:00:00","G4",20368,"281NV",15376,"TUS","AZ",14314,"PVU","UT",1115,1110,-5,0,0,-1,"1100-1159",1355,1355,0,0,0,0,"1300-1359",0,0,560,3,0,0,0,0,0,2021,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",137439778409,"2021-04-08T18:15:00.000+0000","2021040816","2021-04-08T16:15:00.000+0000","2021040815","2021040814","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-04-08T08:53:00","FM-15","7","0.0",null,"2021-04-08T15:53:00.000+0000","2021040815",18,75,49,27.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-08T08:56:00","FM-15","7","0.0",null,"2021-04-08T15:56:00.000+0000",24,55,41,25.42,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-08T19:55:00.000+0000","0.0","2021-04-08T15:54:00.000+0000","0.0","2021-04-08T17:30:00.000+0000"],[2,4,8,4,"2021-04-08 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1440,1437,-3,0,0,-1,"1400-1459",1509,1519,10,10,0,0,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",34359743772,"2021-04-08T20:40:00.000+0000","2021040818","2021-04-08T18:40:00.000+0000","2021040817","2021040816","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-08T10:56:00","FM-15","7","0.0",null,"2021-04-08T17:56:00.000+0000","2021040817",27,59,44,25.42,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-08T10:50:00","FM-15","7","0.0",null,"2021-04-08T17:50:00.000+0000",34,82,57,28.46,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-08T22:09:00.000+0000","0.0","2021-04-08T18:15:00.000+0000","0.0","2021-04-08T19:55:00.000+0000"],[2,4,8,4,"2021-04-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",1554,1619,25,25,1,1,"1500-1559",2021,2042,21,21,1,1,"2000-2059",0,0,1066,5,0,0,15,0,6,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111670309454,"2021-04-08T22:54:00.000+0000","2021040820","2021-04-08T20:54:00.000+0000","2021040819","2021040818","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-08T12:55:00","FM-15","7","0.0",null,"2021-04-08T19:55:00.000+0000","2021040819",32,84,57,28.41,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-04-08T14:52:00","FM-15","7","0.0",null,"2021-04-08T20:52:00.000+0000",44,64,53,28.26,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-09T01:21:00.000+0000","0.0","2021-04-08T20:40:00.000+0000","0.0","2021-04-08T22:09:00.000+0000"],[2,4,8,4,"2021-04-08 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",2106,2150,44,44,1,2,"2100-2159",2155,2242,47,47,1,3,"2100-2159",0,0,1066,5,23,0,3,0,21,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",17180880876,"2021-04-09T02:06:00.000+0000","2021040900","2021-04-09T00:06:00.000+0000","2021040823","2021040822","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-04-08T17:52:00","FM-15","7","0.0",null,"2021-04-08T23:52:00.000+0000","2021040823",33,66,50,28.28,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-08T16:50:00","FM-15","7","0.0",null,"2021-04-08T23:50:00.000+0000",32,90,59,28.31,240,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-09T04:55:00.000+0000","25.0","2021-04-08T22:54:00.000+0000","0.0","2021-04-09T01:21:00.000+0000"],[2,4,9,5,"2021-04-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",650,644,-6,0,0,-1,"0600-0659",1108,1055,-13,0,0,-1,"1100-1159",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188978958012,"2021-04-09T13:50:00.000+0000","2021040911","2021-04-09T11:50:00.000+0000","2021040910","2021040909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-09T04:35:00","FM-15","7","0.0",null,"2021-04-09T11:35:00.000+0000","2021040911",32,60,47,28.35,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-04-09T04:53:00","FM-15","7","0.0",null,"2021-04-09T10:53:00.000+0000",28,35,32,27.7,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-09T16:08:00.000+0000","44.0","2021-04-09T02:06:00.000+0000","47.0","2021-04-09T04:55:00.000+0000"],[2,4,9,5,"2021-04-09 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",1153,1141,-12,0,0,-1,"1100-1159",1214,1151,-23,0,0,-2,"1200-1259",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",120260015227,"2021-04-09T16:53:00.000+0000","2021040914","2021-04-09T14:53:00.000+0000","2021040913","2021040912","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-04-09T08:53:00","FM-15","7","0.0",null,"2021-04-09T14:53:00.000+0000","2021040914",35,54,45,27.78,340,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-09T07:50:00","FM-15","7","0.0",null,"2021-04-09T14:50:00.000+0000",32,68,51,28.43,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-09T19:14:00.000+0000","0.0","2021-04-09T13:50:00.000+0000","0.0","2021-04-09T16:08:00.000+0000"],[2,4,9,5,"2021-04-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",1304,1258,-6,0,0,-1,"1300-1359",1737,1735,-2,0,0,-1,"1700-1759",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77310541406,"2021-04-09T20:04:00.000+0000","2021040918","2021-04-09T18:04:00.000+0000","2021040917","2021040916","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-09T10:50:00","FM-15","7","0.0",null,"2021-04-09T17:50:00.000+0000","2021040917",34,81,57,28.45,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-04-09T11:56:00","FM-15","7","0.0",null,"2021-04-09T17:56:00.000+0000",42,52,47,28.2,320,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-09T22:37:00.000+0000","0.0","2021-04-09T16:53:00.000+0000","0.0","2021-04-09T19:14:00.000+0000"],[2,4,9,5,"2021-04-09 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1822,1828,6,6,0,0,"1800-1859",1908,1911,3,3,0,0,"1900-1959",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",25769867936,"2021-04-09T23:22:00.000+0000","2021040921","2021-04-09T21:22:00.000+0000","2021040920","2021040919","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-04-09T14:56:00","FM-15","7","0.0",null,"2021-04-09T20:56:00.000+0000","2021040920",41,53,47,28.24,320,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-09T13:50:00","FM-15","7","0.0",null,"2021-04-09T20:50:00.000+0000",12,90,55,28.39,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-10T02:08:00.000+0000","0.0","2021-04-09T20:04:00.000+0000","0.0","2021-04-09T22:37:00.000+0000"],[2,4,9,5,"2021-04-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1953,1956,3,3,0,0,"1900-1959",2058,2100,2,2,0,0,"2000-2059",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51539944479,"2021-04-10T02:53:00.000+0000","2021041000","2021-04-10T00:53:00.000+0000","2021040923","2021040922","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-09T17:50:00","FM-15","7","0.0",null,"2021-04-10T00:50:00.000+0000","2021041000",9,90,55,28.34,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-04-09T15:56:00","FM-15","7","0.0",null,"2021-04-09T23:56:00.000+0000",8,81,51,27.62,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-10T03:58:00.000+0000","6.0","2021-04-09T23:22:00.000+0000","0.0","2021-04-10T02:08:00.000+0000"],[2,4,9,5,"2021-04-09 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",2143,2132,-11,0,0,-1,"2100-2159",2255,2235,-20,0,0,-2,"2200-2259",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",154620003454,"2021-04-10T04:43:00.000+0000","2021041002","2021-04-10T02:43:00.000+0000","2021041001","2021041000","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-04-09T17:56:00","FM-15","7","0.0",null,"2021-04-10T01:56:00.000+0000","2021041001",9,79,50,27.6,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-09T18:55:00","FM-15","7","0.0",null,"2021-04-10T01:55:00.000+0000",10,86,53,28.34,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-10T05:55:00.000+0000","0.0","2021-04-10T02:53:00.000+0000","0.0","2021-04-10T03:58:00.000+0000"],[2,4,10,6,"2021-04-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15008,"STC","MN",750,759,9,9,0,0,"0700-0759",1251,1309,18,18,1,1,"1200-1259",0,0,1259,6,9,0,9,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929577937,"2021-04-10T14:50:00.000+0000","2021041012","2021-04-10T12:50:00.000+0000","2021041011","2021041010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-10T05:50:00","FM-15","7","0.0",null,"2021-04-10T12:50:00.000+0000","2021041012",10,59,41,28.38,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-04-10T05:53:00","FM-15","7","0.0",null,"2021-04-10T11:53:00.000+0000",35,41,38,28.68,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-10T17:51:00.000+0000","0.0","2021-04-10T04:43:00.000+0000","0.0","2021-04-10T05:55:00.000+0000"],[2,4,10,6,"2021-04-10 00:00:00","G4",20368,"281NV",15008,"STC","MN",10466,"AZA","AZ",1346,1349,3,3,0,0,"1300-1359",1455,1449,-6,0,0,-1,"1400-1459",0,0,1259,6,0,0,0,0,0,2021,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago",25771159848,"2021-04-10T18:46:00.000+0000","2021041016","2021-04-10T16:46:00.000+0000","2021041015","2021041014","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-04-10T09:53:00","FM-15","7","0.0",null,"2021-04-10T15:53:00.000+0000","2021041015",36,42,39,28.68,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-10T08:55:00","FM-15","7","0.0",null,"2021-04-10T15:55:00.000+0000",18,73,49,28.41,150,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-10T21:55:00.000+0000","9.0","2021-04-10T14:50:00.000+0000","0.0","2021-04-10T17:51:00.000+0000"],[2,4,10,6,"2021-04-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1610,1625,15,15,1,1,"1600-1659",2101,2119,18,18,1,1,"2100-2159",0,0,1220,5,15,0,3,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77310472609,"2021-04-10T23:10:00.000+0000","2021041021","2021-04-10T21:10:00.000+0000","2021041020","2021041019","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-10T13:50:00","FM-15","7","0.0",null,"2021-04-10T20:50:00.000+0000","2021041020",14,91,56,28.33,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-04-10T14:53:00","FM-15","7","0.0",null,"2021-04-10T20:53:00.000+0000",29,57,45,28.77,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-11T02:01:00.000+0000","3.0","2021-04-10T18:46:00.000+0000","0.0","2021-04-10T21:55:00.000+0000"],[2,4,10,6,"2021-04-10 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2151,2147,-4,0,0,-1,"2100-2159",2256,2247,-9,0,0,-1,"2200-2259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",197569491259,"2021-04-11T02:51:00.000+0000","2021041100","2021-04-11T00:51:00.000+0000","2021041023","2021041022","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-04-10T17:53:00","FM-15","7","0.0",null,"2021-04-10T23:53:00.000+0000","2021041023",37,54,46,28.74,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-10T17:50:00","FM-15","7","0.0",null,"2021-04-11T00:50:00.000+0000",18,90,56,28.25,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-11T05:56:00.000+0000","15.0","2021-04-10T23:10:00.000+0000","0.0","2021-04-11T02:01:00.000+0000"],[2,4,11,7,"2021-04-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11898,"GFK","ND",720,731,11,11,0,0,"0700-0759",1221,1217,-4,0,0,-1,"1200-1259",0,0,1260,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77310658382,"2021-04-11T14:20:00.000+0000","2021041112","2021-04-11T12:20:00.000+0000","2021041111","2021041110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-11T04:55:00","FM-15","7","0.0",null,"2021-04-11T11:55:00.000+0000","2021041111",18,61,43,28.28,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGFK","GFK","Grand Forks International Airport","Grand Forks","North Dakota","US",845,47.9492988586,-97.1761016846,"America/Chicago","72757014916","GRAND FORKS INTERNATIONAL AIRPORT, ND US","255.5","47.94281","-97.18294","2021-04-11T05:53:00","FM-15","7","0.0",null,"2021-04-11T11:53:00.000+0000",27,30,29,28.8,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-11T17:21:00.000+0000","0.0","2021-04-11T02:51:00.000+0000","0.0","2021-04-11T05:56:00.000+0000"],[2,4,11,7,"2021-04-11 00:00:00","G4",20368,"281NV",11898,"GFK","ND",10466,"AZA","AZ",1311,1302,-9,0,0,-1,"1300-1359",1418,1407,-11,0,0,-1,"1400-1459",0,0,1260,6,0,0,0,0,0,2021,"KGFK","GFK","Grand Forks International Airport","Grand Forks","North Dakota","US",845,47.9492988586,-97.1761016846,"America/Chicago",171799535861,"2021-04-11T18:11:00.000+0000","2021041116","2021-04-11T16:11:00.000+0000","2021041115","2021041114","72757014916","GRAND FORKS INTERNATIONAL AIRPORT, ND US","255.5","47.94281","-97.18294","2021-04-11T09:53:00","FM-15","7","0.0",null,"2021-04-11T15:53:00.000+0000","2021041115",35,50,43,28.82,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-11T08:50:00","FM-15","7","0.0",null,"2021-04-11T15:50:00.000+0000",21,77,51,28.32,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-11T21:18:00.000+0000","11.0","2021-04-11T14:20:00.000+0000","0.0","2021-04-11T17:21:00.000+0000"],[2,4,11,7,"2021-04-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13244,"MEM","TN",1508,1456,-12,0,0,-1,"1500-1559",2001,1936,-25,0,0,-2,"2000-2059",0,0,1245,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25771070127,"2021-04-11T22:08:00.000+0000","2021041120","2021-04-11T20:08:00.000+0000","2021041119","2021041118","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-11T12:50:00","FM-15","7","0.0",null,"2021-04-11T19:50:00.000+0000","2021041119",21,86,55,28.28,260,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","76.6","35.05639","-89.9864","2021-04-11T13:54:00","FM-15","7","0.0",null,"2021-04-11T19:54:00.000+0000",42,74,57,29.34,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-12T01:01:00.000+0000","0.0","2021-04-11T18:11:00.000+0000","0.0","2021-04-11T21:18:00.000+0000"],[2,4,11,7,"2021-04-11 00:00:00","G4",20368,"281NV",13244,"MEM","TN",10466,"AZA","AZ",2046,2036,-10,0,0,-1,"2000-2059",2157,2214,17,17,1,1,"2100-2159",0,0,1245,5,0,0,17,0,0,2021,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago",85900640625,"2021-04-12T01:46:00.000+0000","2021041123","2021-04-11T23:46:00.000+0000","2021041122","2021041121","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","76.6","35.05639","-89.9864","2021-04-11T16:54:00","FM-15","7","0.0",null,"2021-04-11T22:54:00.000+0000","2021041122",42,72,56,29.33,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-11T15:50:00","FM-15","7","0.0",null,"2021-04-11T22:50:00.000+0000",19,88,55,28.21,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-12T04:57:00.000+0000","0.0","2021-04-11T22:08:00.000+0000","0.0","2021-04-12T01:01:00.000+0000"],[2,4,12,1,"2021-04-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11193,"CVG","KY",700,704,4,4,0,0,"0700-0759",1322,1314,-8,0,0,-1,"1300-1359",0,0,1553,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8591040615,"2021-04-12T14:00:00.000+0000","2021041212","2021-04-12T12:00:00.000+0000","2021041211","2021041210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-12T04:55:00","FM-15","7","0.0",null,"2021-04-12T11:55:00.000+0000","2021041211",28,63,47,28.26,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-04-12T06:52:00","FM-15","7","0.0",null,"2021-04-12T11:52:00.000+0000",47,50,48,28.78,240,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-12T17:22:00.000+0000","0.0","2021-04-12T01:46:00.000+0000","17.0","2021-04-12T04:57:00.000+0000"],[2,4,12,1,"2021-04-12 00:00:00","G4",20368,"281NV",11193,"CVG","KY",10466,"AZA","AZ",1407,1357,-10,0,0,-1,"1400-1459",1501,1503,2,2,0,0,"1500-1559",0,0,1553,7,0,0,0,0,0,2021,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York",34359983176,"2021-04-12T18:07:00.000+0000","2021041216","2021-04-12T16:07:00.000+0000","2021041215","2021041214","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-04-12T10:55:00","FM-16","7","0.0",null,"2021-04-12T15:55:00.000+0000","2021041215",48,55,51,28.85,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-12T08:55:00","FM-15","7","0.0",null,"2021-04-12T15:55:00.000+0000",37,77,56,28.31,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-12T22:01:00.000+0000","4.0","2021-04-12T14:00:00.000+0000","0.0","2021-04-12T17:22:00.000+0000"],[2,4,12,1,"2021-04-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10666,"BLI","WA",1551,1550,-1,0,0,-1,"1500-1559",1857,1852,-5,0,0,-1,"1800-1859",0,0,1208,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",266288097400,"2021-04-12T22:51:00.000+0000","2021041220","2021-04-12T20:51:00.000+0000","2021041219","2021041218","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-12T12:50:00","FM-15","7","0.0",null,"2021-04-12T19:50:00.000+0000","2021041219",28,86,57,28.28,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLI","BLI","Bellingham International Airport","Bellingham","Washington","US",170,48.7928009033,-122.5380020142,"America/Los_Angeles","72797624217","BELLINGHAM INTERNATIONAL AIRPORT, WA US","45.9","48.7991","-122.54069","2021-04-12T11:53:00","FM-15","7","0.0",null,"2021-04-12T19:53:00.000+0000",21,59,43,30.14,40,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-13T01:57:00.000+0000","0.0","2021-04-12T18:07:00.000+0000","0.0","2021-04-12T22:01:00.000+0000"],[2,4,12,1,"2021-04-12 00:00:00","G4",20368,"281NV",10666,"BLI","WA",10466,"AZA","AZ",1942,1938,-4,0,0,-1,"1900-1959",2236,2219,-17,0,0,-2,"2200-2259",0,0,1208,5,0,0,0,0,0,2021,"KBLI","BLI","Bellingham International Airport","Bellingham","Washington","US",170,48.7928009033,-122.5380020142,"America/Los_Angeles",85899576607,"2021-04-13T02:42:00.000+0000","2021041300","2021-04-13T00:42:00.000+0000","2021041223","2021041222","72797624217","BELLINGHAM INTERNATIONAL AIRPORT, WA US","45.9","48.7991","-122.54069","2021-04-12T15:53:00","FM-15","7","0.0",null,"2021-04-12T23:53:00.000+0000","2021041223",22,60,44,30.13,30,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-12T16:55:00","FM-15","7","0.0","PO:1 ||DU","2021-04-12T23:55:00.000+0000",27,90,58,28.22,260,13,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-13T05:36:00.000+0000","0.0","2021-04-12T22:51:00.000+0000","0.0","2021-04-13T01:57:00.000+0000"],[2,4,15,4,"2021-04-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",700,658,-2,0,0,-1,"0700-0759",957,944,-13,0,0,-1,"0900-0959",0,0,704,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206158938165,"2021-04-15T14:00:00.000+0000","2021041512","2021-04-15T12:00:00.000+0000","2021041511","2021041510","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-15T04:50:00","FM-15","7","0.0",null,"2021-04-15T11:50:00.000+0000","2021041511",25,63,46,28.39,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-04-15T04:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2021-04-15T11:53:00.000+0000",30,31,31,25.17,20,13,3,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-04-15T15:57:00.000+0000","0.0","2021-04-13T02:42:00.000+0000","0.0","2021-04-13T05:36:00.000+0000"],[2,4,15,4,"2021-04-15 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",1042,1042,0,0,0,0,"1000-1059",1134,1134,0,0,0,0,"1100-1159",0,0,704,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",68720750332,"2021-04-15T16:42:00.000+0000","2021041514","2021-04-15T14:42:00.000+0000","2021041513","2021041512","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-04-15T07:14:00","FM-16","7","0.0",null,"2021-04-15T14:14:00.000+0000","2021041514",29,31,30,25.2,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-15T06:50:00","FM-15","7","0.0",null,"2021-04-15T13:50:00.000+0000",25,57,43,28.43,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-15T18:34:00.000+0000","0.0","2021-04-15T14:00:00.000+0000","0.0","2021-04-15T15:57:00.000+0000"],[2,4,15,4,"2021-04-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1219,1216,-3,0,0,-1,"1200-1259",1447,1446,-1,0,0,-1,"1400-1459",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180950459,"2021-04-15T19:19:00.000+0000","2021041517","2021-04-15T17:19:00.000+0000","2021041516","2021041515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-15T09:50:00","FM-15","7","0.0",null,"2021-04-15T16:50:00.000+0000","2021041516",32,70,51,28.46,190,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-15T10:01:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-04-15T17:01:00.000+0000",34,37,36,25.4,350,7,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-15T20:47:00.000+0000","0.0","2021-04-15T16:42:00.000+0000","0.0","2021-04-15T18:34:00.000+0000"],[2,4,15,4,"2021-04-15 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1532,1527,-5,0,0,-1,"1500-1559",1601,1555,-6,0,0,-1,"1600-1659",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",17181211278,"2021-04-15T21:32:00.000+0000","2021041519","2021-04-15T19:32:00.000+0000","2021041518","2021041517","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-15T12:31:00","FM-15","7","0.0",null,"2021-04-15T19:31:00.000+0000","2021041519",36,39,38,25.4,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-15T11:55:00","FM-15","7","0.0",null,"2021-04-15T18:55:00.000+0000",23,75,51,28.44,230,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-15T23:01:00.000+0000","0.0","2021-04-15T19:19:00.000+0000","0.0","2021-04-15T20:47:00.000+0000"],[2,4,15,4,"2021-04-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1646,1700,14,14,0,0,"1600-1659",1918,1932,14,14,0,0,"1900-1959",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159778513,"2021-04-15T23:46:00.000+0000","2021041521","2021-04-15T21:46:00.000+0000","2021041520","2021041519","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-15T13:50:00","FM-15","7","0.0","PO:1 ||DU","2021-04-15T20:50:00.000+0000","2021041520",21,79,52,28.41,240,15,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-04-15T12:53:00","FM-15","7","0.0",null,"2021-04-15T20:53:00.000+0000",29,75,53,29.63,40,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-16T02:18:00.000+0000","0.0","2021-04-15T21:32:00.000+0000","0.0","2021-04-15T23:01:00.000+0000"],[2,4,15,4,"2021-04-15 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",2003,2031,28,28,1,1,"2000-2059",2228,2252,24,24,1,1,"2200-2259",0,0,977,4,14,0,0,0,10,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",120259317467,"2021-04-16T03:03:00.000+0000","2021041601","2021-04-16T01:03:00.000+0000","2021041600","2021041523","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-04-15T16:53:00","FM-15","7","0.0",null,"2021-04-16T00:53:00.000+0000","2021041600",28,76,53,29.62,50,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-15T17:55:00","FM-15","7","0.0",null,"2021-04-16T00:55:00.000+0000",18,77,51,28.37,260,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-16T05:28:00.000+0000","14.0","2021-04-15T23:46:00.000+0000","0.0","2021-04-16T02:18:00.000+0000"],[2,4,16,5,"2021-04-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13829,"OGD","UT",640,635,-5,0,0,-1,"0600-0659",920,903,-17,0,0,-2,"0900-0959",0,0,544,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137439277535,"2021-04-16T13:40:00.000+0000","2021041611","2021-04-16T11:40:00.000+0000","2021041610","2021041609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-16T04:35:00","FM-15","7","0.0",null,"2021-04-16T11:35:00.000+0000","2021041611",21,53,40,28.39,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-04-16T04:40:00","FM-16","7","0.0","-RA:02 |RA |RA","2021-04-16T11:40:00.000+0000",35,39,37,25.53,190,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-16T15:20:00.000+0000","28.0","2021-04-16T03:03:00.000+0000","24.0","2021-04-16T05:28:00.000+0000"],[2,4,16,5,"2021-04-16 00:00:00","G4",20368,"281NV",13829,"OGD","UT",10466,"AZA","AZ",1005,1004,-1,0,0,-1,"1000-1059",1038,1034,-4,0,0,-1,"1000-1059",0,0,544,3,0,0,0,0,0,2021,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver",128850263606,"2021-04-16T16:05:00.000+0000","2021041614","2021-04-16T14:05:00.000+0000","2021041613","2021041612","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-04-16T06:53:00","FM-15","7","0.0",null,"2021-04-16T13:53:00.000+0000","2021041613",31,39,36,25.55,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-16T06:47:00","FM-15","7","0.0",null,"2021-04-16T13:47:00.000+0000",18,54,40,28.42,80,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-16T17:38:00.000+0000","0.0","2021-04-16T13:40:00.000+0000","0.0","2021-04-16T15:20:00.000+0000"],[2,4,16,5,"2021-04-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1123,1114,-9,0,0,-1,"1100-1159",1327,1315,-12,0,0,-1,"1300-1359",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180389868758,"2021-04-16T18:23:00.000+0000","2021041616","2021-04-16T16:23:00.000+0000","2021041615","2021041614","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-16T08:50:00","FM-15","7","0.0",null,"2021-04-16T15:50:00.000+0000","2021041615",18,66,46,28.44,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-04-16T07:53:00","FM-15","7","0.0",null,"2021-04-16T15:53:00.000+0000",44,50,47,29.96,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-16T20:27:00.000+0000","0.0","2021-04-16T16:05:00.000+0000","0.0","2021-04-16T17:38:00.000+0000"],[2,4,16,5,"2021-04-16 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",1412,1407,-5,0,0,-1,"1400-1459",1604,1548,-16,0,0,-2,"1600-1659",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",120259651749,"2021-04-16T21:12:00.000+0000","2021041619","2021-04-16T19:12:00.000+0000","2021041618","2021041617","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-04-16T10:53:00","FM-15","7","0.0",null,"2021-04-16T18:53:00.000+0000","2021041618",45,55,50,29.94,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-16T11:50:00","FM-15","7","0.0",null,"2021-04-16T18:50:00.000+0000",18,75,50,28.42,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-16T23:04:00.000+0000","0.0","2021-04-16T18:23:00.000+0000","0.0","2021-04-16T20:27:00.000+0000"],[2,4,16,5,"2021-04-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1654,1647,-7,0,0,-1,"1600-1659",2131,2114,-17,0,0,-2,"2100-2159",0,0,1092,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180804074,"2021-04-16T23:54:00.000+0000","2021041621","2021-04-16T21:54:00.000+0000","2021041620","2021041619","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-16T13:55:00","FM-15","7","0.0",null,"2021-04-16T20:55:00.000+0000","2021041620",16,79,51,28.38,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-04-16T15:52:00","FM-15","7","0.0",null,"2021-04-16T21:52:00.000+0000",35,45,41,28.44,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-17T02:31:00.000+0000","0.0","2021-04-16T21:12:00.000+0000","0.0","2021-04-16T23:04:00.000+0000"],[2,4,16,5,"2021-04-16 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2216,2204,-12,0,0,-1,"2200-2259",2302,2237,-25,0,0,-2,"2300-2359",0,0,1092,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",60130560110,"2021-04-17T03:16:00.000+0000","2021041701","2021-04-17T01:16:00.000+0000","2021041700","2021041623","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-04-16T18:52:00","FM-15","7","0.0",null,"2021-04-17T00:52:00.000+0000","2021041700",35,43,39,28.45,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-16T17:50:00","FM-15","7","0.0",null,"2021-04-17T00:50:00.000+0000",14,79,51,28.35,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-17T06:02:00.000+0000","0.0","2021-04-16T23:54:00.000+0000","0.0","2021-04-17T02:31:00.000+0000"],[2,4,17,6,"2021-04-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",810,815,5,5,0,0,"0800-0859",1239,1235,-4,0,0,-1,"1200-1259",0,0,1026,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34360920785,"2021-04-17T15:10:00.000+0000","2021041713","2021-04-17T13:10:00.000+0000","2021041712","2021041711","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-17T05:50:00","FM-15","7","0.0",null,"2021-04-17T12:50:00.000+0000","2021041712",16,52,38,28.4,90,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-04-17T06:52:00","FM-15","7","0.0",null,"2021-04-17T12:52:00.000+0000",39,43,41,29.03,340,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-17T17:39:00.000+0000","0.0","2021-04-17T03:16:00.000+0000","0.0","2021-04-17T06:02:00.000+0000"],[2,4,17,6,"2021-04-17 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",1324,1331,7,7,0,0,"1300-1359",1405,1401,-4,0,0,-1,"1400-1459",0,0,1026,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",197569403968,"2021-04-17T18:24:00.000+0000","2021041716","2021-04-17T16:24:00.000+0000","2021041715","2021041714","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-04-17T09:52:00","FM-15","7","0.0",null,"2021-04-17T15:52:00.000+0000","2021041715",41,48,45,29.05,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-17T08:48:00","FM-15","7","0.0",null,"2021-04-17T15:48:00.000+0000",14,68,46,28.44,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-17T21:05:00.000+0000","5.0","2021-04-17T15:10:00.000+0000","0.0","2021-04-17T17:39:00.000+0000"],[2,4,17,6,"2021-04-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",1455,1506,11,11,0,0,"1400-1459",1950,1951,1,1,0,0,"1900-1959",0,0,1288,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180388707426,"2021-04-17T21:55:00.000+0000","2021041719","2021-04-17T19:55:00.000+0000","2021041718","2021041717","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-17T12:50:00","FM-15","7","0.0",null,"2021-04-17T19:50:00.000+0000","2021041719",18,81,52,28.41,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-04-17T13:52:00","FM-15","7","0.0",null,"2021-04-17T19:52:00.000+0000",32,63,48,29.28,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-18T00:50:00.000+0000","7.0","2021-04-17T18:24:00.000+0000","0.0","2021-04-17T21:05:00.000+0000"],[2,4,17,6,"2021-04-17 00:00:00","G4",20368,"281NV",13367,"MLI","IL",10466,"AZA","AZ",2040,2039,-1,0,0,-1,"2000-2059",2156,2148,-8,0,0,-1,"2100-2159",0,0,1288,6,0,0,0,0,0,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",206159569243,"2021-04-18T01:40:00.000+0000","2021041723","2021-04-17T23:40:00.000+0000","2021041722","2021041721","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-04-17T16:52:00","FM-15","7","0.0",null,"2021-04-17T22:52:00.000+0000","2021041722",34,62,49,29.28,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-17T15:50:00","FM-15","7","0.0",null,"2021-04-17T22:50:00.000+0000",14,84,53,28.35,280,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-18T04:56:00.000+0000","11.0","2021-04-17T21:55:00.000+0000","0.0","2021-04-18T00:50:00.000+0000"],[2,4,18,7,"2021-04-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12003,"GTF","MT",620,616,-4,0,0,-1,"0600-0659",945,944,-1,0,0,-1,"0900-0959",0,0,978,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128850263614,"2021-04-18T13:20:00.000+0000","2021041811","2021-04-18T11:20:00.000+0000","2021041810","2021041809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-18T04:15:00","FM-15","7","0.0",null,"2021-04-18T11:15:00.000+0000","2021041811",30,60,46,28.44,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-04-18T03:53:00","FM-15","7","0.0",null,"2021-04-18T10:53:00.000+0000",22,39,32,26.33,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-18T15:45:00.000+0000","0.0","2021-04-18T01:40:00.000+0000","0.0","2021-04-18T04:56:00.000+0000"],[2,4,18,7,"2021-04-18 00:00:00","G4",20368,"281NV",12003,"GTF","MT",10466,"AZA","AZ",1030,1030,0,0,0,0,"1000-1059",1153,1143,-10,0,0,-1,"1100-1159",0,0,978,4,0,0,0,0,0,2021,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver",1176346,"2021-04-18T16:30:00.000+0000","2021041814","2021-04-18T14:30:00.000+0000","2021041813","2021041812","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-04-18T06:53:00","FM-15","7","0.0",null,"2021-04-18T13:53:00.000+0000","2021041813",26,40,34,26.31,230,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-18T06:55:00","FM-15","7","0.0",null,"2021-04-18T13:55:00.000+0000",30,59,46,28.46,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-18T18:53:00.000+0000","0.0","2021-04-18T13:20:00.000+0000","0.0","2021-04-18T15:45:00.000+0000"],[2,4,18,7,"2021-04-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1238,1229,-9,0,0,-1,"1200-1259",1506,1502,-4,0,0,-1,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159146642,"2021-04-18T19:38:00.000+0000","2021041817","2021-04-18T17:38:00.000+0000","2021041816","2021041815","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-18T09:55:00","FM-15","7","0.0",null,"2021-04-18T16:55:00.000+0000","2021041816",32,75,54,28.46,80,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-18T09:56:00","FM-15","7","0.0",null,"2021-04-18T16:56:00.000+0000",28,48,39,25.69,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-18T21:06:00.000+0000","0.0","2021-04-18T16:30:00.000+0000","0.0","2021-04-18T18:53:00.000+0000"],[2,4,18,7,"2021-04-18 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1551,1557,6,6,0,0,"1500-1559",1620,1626,6,6,0,0,"1600-1659",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",154620126696,"2021-04-18T21:51:00.000+0000","2021041819","2021-04-18T19:51:00.000+0000","2021041818","2021041817","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-04-18T11:56:00","FM-15","7","0.0",null,"2021-04-18T18:56:00.000+0000","2021041818",24,51,39,25.65,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-18T12:50:00","FM-15","7","0.0","VCPO:1 ||DU","2021-04-18T19:50:00.000+0000",28,77,53,28.44,null,6,10,"VCPO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-18T23:20:00.000+0000","0.0","2021-04-18T19:38:00.000+0000","0.0","2021-04-18T21:06:00.000+0000"],[2,4,19,1,"2021-04-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",800,759,-1,0,0,-1,"0800-0859",1248,1252,4,4,0,0,"1200-1259",0,0,1164,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669226717,"2021-04-19T15:00:00.000+0000","2021041913","2021-04-19T13:00:00.000+0000","2021041912","2021041911","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-19T05:50:00","FM-15","7","0.0",null,"2021-04-19T12:50:00.000+0000","2021041912",34,63,49,28.53,40,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-04-19T06:54:00","FM-15","7","0.0",null,"2021-04-19T12:54:00.000+0000",17,25,22,28.43,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-19T17:48:00.000+0000","6.0","2021-04-18T21:51:00.000+0000","6.0","2021-04-18T23:20:00.000+0000"],[2,4,19,1,"2021-04-19 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",1338,1330,-8,0,0,-1,"1300-1359",1432,1411,-21,0,0,-2,"1400-1459",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",214749494618,"2021-04-19T18:38:00.000+0000","2021041916","2021-04-19T16:38:00.000+0000","2021041915","2021041914","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-04-19T09:54:00","FM-15","7","0.0",null,"2021-04-19T15:54:00.000+0000","2021041915",12,32,26,28.42,300,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-19T08:50:00","FM-15","7","0.0",null,"2021-04-19T15:50:00.000+0000",34,72,53,28.55,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-19T21:32:00.000+0000","0.0","2021-04-19T15:00:00.000+0000","0.0","2021-04-19T17:48:00.000+0000"],[2,4,19,1,"2021-04-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1527,1517,-10,0,0,-1,"1500-1559",2018,2009,-9,0,0,-1,"2000-2059",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929391371,"2021-04-19T22:27:00.000+0000","2021041920","2021-04-19T20:27:00.000+0000","2021041919","2021041918","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-19T12:50:00","FM-15","7","0.0","VCPO:1 ||DU","2021-04-19T19:50:00.000+0000","2021041919",30,79,55,28.5,320,5,10,"VCPO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-04-19T13:53:00","FM-15","7","0.0",null,"2021-04-19T19:53:00.000+0000",12,40,31,29.15,360,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-20T01:18:00.000+0000","0.0","2021-04-19T18:38:00.000+0000","0.0","2021-04-19T21:32:00.000+0000"],[2,4,19,1,"2021-04-19 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2108,2058,-10,0,0,-1,"2100-2159",2213,2152,-21,0,0,-2,"2200-2259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",103079785688,"2021-04-20T02:08:00.000+0000","2021042000","2021-04-20T00:08:00.000+0000","2021041923","2021041922","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-04-19T17:53:00","FM-15","7","0.0",null,"2021-04-19T23:53:00.000+0000","2021041923",13,36,28,29.18,350,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-19T16:50:00","FM-15","7","0.0","VCPO:1 ||DU","2021-04-19T23:50:00.000+0000",23,84,55,28.42,260,6,10,"VCPO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-20T05:13:00.000+0000","0.0","2021-04-19T22:27:00.000+0000","0.0","2021-04-20T01:18:00.000+0000"],[2,4,22,4,"2021-04-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",810,814,4,4,0,0,"0800-0859",1123,1138,15,15,1,1,"1100-1159",0,0,878,4,4,0,11,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950846600,"2021-04-22T15:10:00.000+0000","2021042213","2021-04-22T13:10:00.000+0000","2021042212","2021042211","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-22T05:55:00","FM-15","7","0.0",null,"2021-04-22T12:55:00.000+0000","2021042212",25,57,43,28.36,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-22T05:53:00","FM-15","7","0.0",null,"2021-04-22T12:53:00.000+0000",18,33,28,26.06,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-22T17:23:00.000+0000","0.0","2021-04-20T02:08:00.000+0000","0.0","2021-04-20T05:13:00.000+0000"],[2,4,22,4,"2021-04-22 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1208,1221,13,13,0,0,"1200-1259",1322,1339,17,17,1,1,"1300-1359",0,0,878,4,0,0,4,0,13,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",1358794,"2021-04-22T18:08:00.000+0000","2021042216","2021-04-22T16:08:00.000+0000","2021042215","2021042214","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-22T08:53:00","FM-15","7","0.0",null,"2021-04-22T15:53:00.000+0000","2021042215",21,50,38,26.06,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-22T08:50:00","FM-15","7","0.0",null,"2021-04-22T15:50:00.000+0000",27,70,50,28.4,180,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-22T20:22:00.000+0000","4.0","2021-04-22T15:10:00.000+0000","0.0","2021-04-22T17:23:00.000+0000"],[2,4,22,4,"2021-04-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11603,"EUG","OR",1409,1432,23,23,1,1,"1400-1459",1648,1717,29,29,1,1,"1600-1659",0,0,971,4,6,0,6,0,17,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569000007,"2021-04-22T21:09:00.000+0000","2021042219","2021-04-22T19:09:00.000+0000","2021042218","2021042217","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-22T11:50:00","FM-15","7","0.0",null,"2021-04-22T18:50:00.000+0000","2021042218",28,75,52,28.38,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-04-22T10:54:00","FM-15","7","0.0",null,"2021-04-22T18:54:00.000+0000",44,58,51,29.62,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-22T23:48:00.000+0000","13.0","2021-04-22T18:08:00.000+0000","0.0","2021-04-22T20:22:00.000+0000"],[2,4,22,4,"2021-04-22 00:00:00","G4",20368,"281NV",11603,"EUG","OR",10466,"AZA","AZ",1733,1758,25,25,1,1,"1700-1759",1955,2012,17,17,1,1,"1900-1959",0,0,971,4,0,0,0,0,17,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",42949985241,"2021-04-23T00:33:00.000+0000","2021042222","2021-04-22T22:33:00.000+0000","2021042221","2021042220","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-04-22T13:54:00","FM-15","7","0.0",null,"2021-04-22T21:54:00.000+0000","2021042221",39,69,54,29.57,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-22T14:50:00","FM-15","7","0.0","PO:1 ||DU","2021-04-22T21:50:00.000+0000",23,81,53,28.3,230,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-23T02:55:00.000+0000","23.0","2021-04-22T21:09:00.000+0000","0.0","2021-04-22T23:48:00.000+0000"],[2,4,23,5,"2021-04-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",710,700,-10,0,0,-1,"0700-0759",940,942,2,2,0,0,"0900-0959",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029692342,"2021-04-23T14:10:00.000+0000","2021042312","2021-04-23T12:10:00.000+0000","2021042311","2021042310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-23T04:47:00","FM-15","7","0.0",null,"2021-04-23T11:47:00.000+0000","2021042311",32,59,46,28.4,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-04-23T03:56:00","FM-15","7","0.0",null,"2021-04-23T11:56:00.000+0000",20,28,25,26.75,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-23T16:40:00.000+0000","25.0","2021-04-23T00:33:00.000+0000","17.0","2021-04-23T02:55:00.000+0000"],[2,4,23,5,"2021-04-23 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1035,1035,0,0,0,0,"1000-1059",1252,1243,-9,0,0,-1,"1200-1259",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",60129853508,"2021-04-23T17:35:00.000+0000","2021042315","2021-04-23T15:35:00.000+0000","2021042314","2021042313","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-04-23T06:56:00","FM-15","7","0.0",null,"2021-04-23T14:56:00.000+0000","2021042314",23,39,33,26.77,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-23T07:55:00","FM-15","7","0.0",null,"2021-04-23T14:55:00.000+0000",36,63,50,28.48,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-23T19:52:00.000+0000","0.0","2021-04-23T14:10:00.000+0000","0.0","2021-04-23T16:40:00.000+0000"],[2,4,23,5,"2021-04-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",1337,1328,-9,0,0,-1,"1300-1359",1657,1649,-8,0,0,-1,"1600-1659",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950436617,"2021-04-23T20:37:00.000+0000","2021042318","2021-04-23T18:37:00.000+0000","2021042317","2021042316","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-23T10:50:00","FM-15","4","0.0",null,"2021-04-23T17:50:00.000+0000","2021042317",39,72,null,null,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-23T10:56:00","FM-15","7","0.0",null,"2021-04-23T17:56:00.000+0000",26,33,30,25.46,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-23T22:57:00.000+0000","0.0","2021-04-23T17:35:00.000+0000","0.0","2021-04-23T19:52:00.000+0000"],[2,4,23,5,"2021-04-23 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1742,1741,-1,0,0,-1,"1700-1759",1858,1851,-7,0,0,-1,"1800-1859",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",240518231811,"2021-04-23T23:42:00.000+0000","2021042321","2021-04-23T21:42:00.000+0000","2021042320","2021042319","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-23T13:56:00","FM-15","7","0.0",null,"2021-04-23T20:56:00.000+0000","2021042320",28,43,37,25.42,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-23T13:55:00","FM-15","4","0.0",null,"2021-04-23T20:55:00.000+0000",37,79,null,null,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-24T01:58:00.000+0000","0.0","2021-04-23T20:37:00.000+0000","0.0","2021-04-23T22:57:00.000+0000"],[2,4,25,7,"2021-04-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",640,638,-2,0,0,-1,"0600-0659",953,949,-4,0,0,-1,"0900-0959",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749712316,"2021-04-25T13:40:00.000+0000","2021042511","2021-04-25T11:40:00.000+0000","2021042510","2021042509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-25T04:35:00","FM-15","4","0.0",null,"2021-04-25T11:35:00.000+0000","2021042511",22,61,null,null,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-25T04:32:00","FM-16","7","0.0",null,"2021-04-25T11:32:00.000+0000",34,38,36,26.05,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-25T15:53:00.000+0000","0.0","2021-04-23T23:42:00.000+0000","0.0","2021-04-24T01:58:00.000+0000"],[2,4,25,7,"2021-04-25 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1038,1036,-2,0,0,-1,"1000-1059",1152,1200,8,8,0,0,"1100-1159",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",60130560107,"2021-04-25T16:38:00.000+0000","2021042514","2021-04-25T14:38:00.000+0000","2021042513","2021042512","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-25T06:53:00","FM-15","7","0.0",null,"2021-04-25T13:53:00.000+0000","2021042513",35,41,38,26.05,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-25T05:50:00","FM-15","4","0.0",null,"2021-04-25T12:50:00.000+0000",23,59,null,null,110,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-25T18:52:00.000+0000","0.0","2021-04-25T13:40:00.000+0000","0.0","2021-04-25T15:53:00.000+0000"],[2,4,25,7,"2021-04-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1237,1236,-1,0,0,-1,"1200-1259",1413,1412,-1,0,0,-1,"1400-1459",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",266288095047,"2021-04-25T19:37:00.000+0000","2021042517","2021-04-25T17:37:00.000+0000","2021042516","2021042515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-25T09:50:00","FM-15","4","0.0",null,"2021-04-25T16:50:00.000+0000","2021042516",25,81,null,null,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-04-25T08:51:00","FM-15","7","0.0",null,"2021-04-25T16:51:00.000+0000",45,55,50,29.71,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-25T21:13:00.000+0000","0.0","2021-04-25T16:38:00.000+0000","0.0","2021-04-25T18:52:00.000+0000"],[2,4,25,7,"2021-04-25 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",1458,1445,-13,0,0,-1,"1400-1459",1626,1613,-13,0,0,-1,"1600-1659",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",51540262087,"2021-04-25T21:58:00.000+0000","2021042519","2021-04-25T19:58:00.000+0000","2021042518","2021042517","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-04-25T11:51:00","FM-15","7","0.0",null,"2021-04-25T19:51:00.000+0000","2021042519",47,59,53,29.69,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-25T12:50:00","FM-15","4","0.0","||DU","2021-04-25T19:50:00.000+0000",23,88,null,null,210,15,10,"","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-25T23:26:00.000+0000","0.0","2021-04-25T19:37:00.000+0000","0.0","2021-04-25T21:13:00.000+0000"],[2,4,25,7,"2021-04-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1711,1800,49,49,1,3,"1700-1759",2134,2217,43,43,1,2,"2100-2159",0,0,998,4,0,0,43,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120260335723,"2021-04-26T00:11:00.000+0000","2021042522","2021-04-25T22:11:00.000+0000","2021042521","2021042520","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-25T14:55:00","FM-15","4","0.0","||DU","2021-04-25T21:55:00.000+0000","2021042521",21,91,null,null,210,17,10,"","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-04-25T15:53:00","FM-15","7","0.0",null,"2021-04-25T21:53:00.000+0000",59,80,67,29.91,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-26T02:34:00.000+0000","0.0","2021-04-25T21:58:00.000+0000","0.0","2021-04-25T23:26:00.000+0000"],[2,4,25,7,"2021-04-25 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",2219,2257,38,38,1,2,"2200-2259",2256,2330,34,34,1,2,"2200-2259",0,0,998,4,0,0,0,0,34,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",197569001488,"2021-04-26T03:19:00.000+0000","2021042601","2021-04-26T01:19:00.000+0000","2021042600","2021042523","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-04-25T18:53:00","FM-15","7","0.0",null,"2021-04-26T00:53:00.000+0000","2021042600",58,73,64,29.91,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-25T17:50:00","FM-15","4","0.0",null,"2021-04-26T00:50:00.000+0000",18,90,null,null,270,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-26T05:56:00.000+0000","49.0","2021-04-26T00:11:00.000+0000","0.0","2021-04-26T02:34:00.000+0000"],[2,4,26,1,"2021-04-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",730,727,-3,0,0,-1,"0700-0759",1359,1348,-11,0,0,-1,"1300-1359",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749100107,"2021-04-26T14:30:00.000+0000","2021042612","2021-04-26T12:30:00.000+0000","2021042611","2021042610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-26T04:55:00","FM-15","7","0.0",null,"2021-04-26T11:55:00.000+0000","2021042611",21,63,45,28.3,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-04-26T06:53:00","FM-15","4","0.0",null,"2021-04-26T11:53:00.000+0000",24,36,null,null,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-26T17:59:00.000+0000","38.0","2021-04-26T03:19:00.000+0000","34.0","2021-04-26T05:56:00.000+0000"],[2,4,26,1,"2021-04-26 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1449,1431,-18,0,0,-2,"1400-1459",1546,1546,0,0,0,0,"1500-1559",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",77310403087,"2021-04-26T18:49:00.000+0000","2021042616","2021-04-26T16:49:00.000+0000","2021042615","2021042614","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-04-26T10:53:00","FM-15","4","0.02","|RA |","2021-04-26T15:53:00.000+0000","2021042615",31,36,null,null,120,11,10,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-26T08:50:00","FM-15","7","0.0",null,"2021-04-26T15:50:00.000+0000",28,72,51,28.36,170,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-26T22:46:00.000+0000","0.0","2021-04-26T14:30:00.000+0000","0.0","2021-04-26T17:59:00.000+0000"],[2,4,26,1,"2021-04-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",1636,1633,-3,0,0,-1,"1600-1659",2054,2034,-20,0,0,-2,"2000-2059",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",154618963711,"2021-04-26T23:36:00.000+0000","2021042621","2021-04-26T21:36:00.000+0000","2021042620","2021042619","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-26T13:50:00","FM-15","7","0.0",null,"2021-04-26T20:50:00.000+0000","2021042620",27,75,52,28.32,260,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-04-26T14:53:00","FM-15","7","0.0",null,"2021-04-26T20:53:00.000+0000",41,91,62,27.52,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-27T01:54:00.000+0000","0.0","2021-04-26T18:49:00.000+0000","0.0","2021-04-26T22:46:00.000+0000"],[2,4,26,1,"2021-04-26 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2139,2128,-11,0,0,-1,"2100-2159",2200,2158,-2,0,0,-1,"2200-2259",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",249109445260,"2021-04-27T02:39:00.000+0000","2021042700","2021-04-27T00:39:00.000+0000","2021042623","2021042622","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-04-26T17:53:00","FM-15","7","0.0",null,"2021-04-26T23:53:00.000+0000","2021042623",31,89,58,27.5,190,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-26T16:50:00","FM-15","7","0.0",null,"2021-04-26T23:50:00.000+0000",25,75,51,28.26,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-27T05:00:00.000+0000","0.0","2021-04-26T23:36:00.000+0000","0.0","2021-04-27T01:54:00.000+0000"],[2,4,29,4,"2021-04-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",810,825,15,15,1,1,"0800-0859",1123,1151,28,28,1,1,"1100-1159",0,0,878,4,0,15,13,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338954737,"2021-04-29T15:10:00.000+0000","2021042913","2021-04-29T13:10:00.000+0000","2021042912","2021042911","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-29T05:50:00","FM-15","7","0.0",null,"2021-04-29T12:50:00.000+0000","2021042912",46,52,49,28.61,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-29T05:53:00","FM-15","7","0.0",null,"2021-04-29T12:53:00.000+0000",32,50,42,26.53,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-29T17:23:00.000+0000","0.0","2021-04-27T02:39:00.000+0000","0.0","2021-04-27T05:00:00.000+0000"],[2,4,29,4,"2021-04-29 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1208,1238,30,30,1,2,"1200-1259",1322,1337,15,15,1,1,"1300-1359",0,0,878,4,2,0,0,0,13,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",180389462528,"2021-04-29T18:08:00.000+0000","2021042916","2021-04-29T16:08:00.000+0000","2021042915","2021042914","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-04-29T08:53:00","FM-15","7","0.0",null,"2021-04-29T15:53:00.000+0000","2021042915",34,62,48,26.54,200,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-29T08:47:00","FM-15","7","0.0",null,"2021-04-29T15:47:00.000+0000",48,66,56,28.67,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-29T20:22:00.000+0000","15.0","2021-04-29T15:10:00.000+0000","0.0","2021-04-29T17:23:00.000+0000"],[2,4,29,4,"2021-04-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11603,"EUG","OR",1409,1420,11,11,0,0,"1400-1459",1648,1657,9,9,0,0,"1600-1659",0,0,971,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180718750,"2021-04-29T21:09:00.000+0000","2021042919","2021-04-29T19:09:00.000+0000","2021042918","2021042917","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-29T11:55:00","FM-15","7","0.0",null,"2021-04-29T18:55:00.000+0000","2021042918",36,86,59,28.64,60,14,null,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-04-29T10:54:00","FM-15","7","0.0",null,"2021-04-29T18:54:00.000+0000",48,69,57,29.83,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-29T23:48:00.000+0000","30.0","2021-04-29T18:08:00.000+0000","0.0","2021-04-29T20:22:00.000+0000"],[2,4,29,4,"2021-04-29 00:00:00","G4",20368,"281NV",11603,"EUG","OR",10466,"AZA","AZ",1733,1742,9,9,0,0,"1700-1759",1955,2000,5,5,0,0,"1900-1959",0,0,971,4,0,0,0,0,0,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",111669226721,"2021-04-30T00:33:00.000+0000","2021042922","2021-04-29T22:33:00.000+0000","2021042921","2021042920","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-04-29T13:54:00","FM-15","7","0.0",null,"2021-04-29T21:54:00.000+0000","2021042921",42,80,59,29.8,230,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-29T14:50:00","FM-15","7","0.0","PO:1 ||DU","2021-04-29T21:50:00.000+0000",32,90,59,28.58,300,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-30T02:55:00.000+0000","11.0","2021-04-29T21:09:00.000+0000","0.0","2021-04-29T23:48:00.000+0000"],[2,4,30,5,"2021-04-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",710,705,-5,0,0,-1,"0700-0759",940,932,-8,0,0,-1,"0900-0959",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171800004494,"2021-04-30T14:10:00.000+0000","2021043012","2021-04-30T12:10:00.000+0000","2021043011","2021043010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-30T04:47:00","FM-15","7","0.0",null,"2021-04-30T11:47:00.000+0000","2021043011",36,61,49,28.6,140,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-04-30T03:56:00","FM-15","7","0.0",null,"2021-04-30T11:56:00.000+0000",32,39,36,26.99,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-30T16:40:00.000+0000","9.0","2021-04-30T00:33:00.000+0000","5.0","2021-04-30T02:55:00.000+0000"],[2,4,30,5,"2021-04-30 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1035,1033,-2,0,0,-1,"1000-1059",1252,1246,-6,0,0,-1,"1200-1259",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",249108848580,"2021-04-30T17:35:00.000+0000","2021043015","2021-04-30T15:35:00.000+0000","2021043014","2021043013","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-04-30T06:56:00","FM-15","7","0.0",null,"2021-04-30T14:56:00.000+0000","2021043014",37,55,46,27,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-30T07:50:00","FM-15","7","0.0",null,"2021-04-30T14:50:00.000+0000",37,73,54,28.66,140,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-30T19:52:00.000+0000","0.0","2021-04-30T14:10:00.000+0000","0.0","2021-04-30T16:40:00.000+0000"],[2,4,30,5,"2021-04-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",1337,1337,0,0,0,0,"1300-1359",1657,1643,-14,0,0,-1,"1600-1659",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079785674,"2021-04-30T20:37:00.000+0000","2021043018","2021-04-30T18:37:00.000+0000","2021043017","2021043016","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-30T10:55:00","FM-15","7","0.0",null,"2021-04-30T17:55:00.000+0000","2021043017",34,88,59,28.64,140,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-30T11:14:00","FM-16","7","0.0",null,"2021-04-30T18:14:00.000+0000",39,75,55,25.53,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-04-30T22:57:00.000+0000","0.0","2021-04-30T17:35:00.000+0000","0.0","2021-04-30T19:52:00.000+0000"],[2,4,30,5,"2021-04-30 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1742,1739,-3,0,0,-1,"1700-1759",1858,1848,-10,0,0,-1,"1800-1859",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",137439011622,"2021-04-30T23:42:00.000+0000","2021043021","2021-04-30T21:42:00.000+0000","2021043020","2021043019","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-30T13:56:00","FM-15","7","0.0",null,"2021-04-30T20:56:00.000+0000","2021043020",32,82,55,25.46,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-04-30T13:50:00","FM-15","7","0.0",null,"2021-04-30T20:50:00.000+0000",32,91,60,28.56,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-01T01:58:00.000+0000","0.0","2021-04-30T20:37:00.000+0000","0.0","2021-04-30T22:57:00.000+0000"],[2,5,1,6,"2021-05-01 00:00:00","G4",20368,"281NV",14783,"SGF","MO",12892,"LAX","CA",1500,2156,416,416,1,12,"1500-1559",1636,2323,407,407,1,12,"1600-1659",0,0,1423,6,407,0,0,0,0,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",68719635333,"2021-05-01T20:00:00.000+0000","2021050118","2021-05-01T18:00:00.000+0000","2021050117","2021050116","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-05-01T11:52:00","FM-15","7","0.0",null,"2021-05-01T17:52:00.000+0000","2021050117",45,74,58,28.67,190,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-05-01T09:53:00","FM-15","7","0.0",null,"2021-05-01T17:53:00.000+0000",54,65,59,29.63,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-01T23:36:00.000+0000","0.0","2021-04-30T23:42:00.000+0000","0.0","2021-05-01T01:58:00.000+0000"],[2,5,2,7,"2021-05-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11898,"GFK","ND",750,750,0,0,0,0,"0700-0759",1247,1238,-9,0,0,-1,"1200-1259",0,0,1260,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338887234,"2021-05-02T14:50:00.000+0000","2021050212","2021-05-02T12:50:00.000+0000","2021050211","2021050210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-02T05:50:00","FM-15","7","0.0",null,"2021-05-02T12:50:00.000+0000","2021050212",27,64,47,28.25,110,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGFK","GFK","Grand Forks International Airport","Grand Forks","North Dakota","US",845,47.9492988586,-97.1761016846,"America/Chicago","72757014916","GRAND FORKS INTERNATIONAL AIRPORT, ND US","255.5","47.94281","-97.18294","2021-05-02T05:53:00","FM-15","7","0.0",null,"2021-05-02T11:53:00.000+0000",28,42,36,28.74,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-02T17:47:00.000+0000","416.0","2021-05-01T20:00:00.000+0000","407.0","2021-05-01T23:36:00.000+0000"],[2,5,2,7,"2021-05-02 00:00:00","G4",20368,"281NV",11898,"GFK","ND",10466,"AZA","AZ",1337,1326,-11,0,0,-1,"1300-1359",1444,1441,-3,0,0,-1,"1400-1459",0,0,1260,6,0,0,0,0,0,2021,"KGFK","GFK","Grand Forks International Airport","Grand Forks","North Dakota","US",845,47.9492988586,-97.1761016846,"America/Chicago",34360986314,"2021-05-02T18:37:00.000+0000","2021050216","2021-05-02T16:37:00.000+0000","2021050215","2021050214","72757014916","GRAND FORKS INTERNATIONAL AIRPORT, ND US","255.5","47.94281","-97.18294","2021-05-02T09:53:00","FM-15","7","0.0",null,"2021-05-02T15:53:00.000+0000","2021050215",32,60,47,28.75,40,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-02T08:49:00","FM-15","7","0.0",null,"2021-05-02T15:49:00.000+0000",28,79,54,28.25,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-02T21:44:00.000+0000","0.0","2021-05-02T14:50:00.000+0000","0.0","2021-05-02T17:47:00.000+0000"],[2,5,2,7,"2021-05-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11603,"EUG","OR",1726,1723,-3,0,0,-1,"1700-1759",2005,2008,3,3,0,0,"2000-2059",0,0,971,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171798917412,"2021-05-03T00:26:00.000+0000","2021050222","2021-05-02T22:26:00.000+0000","2021050221","2021050220","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-02T14:55:00","FM-15","7","0.0",null,"2021-05-02T21:55:00.000+0000","2021050221",12,91,56,28.14,260,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-05-02T13:54:00","FM-15","7","0.0",null,"2021-05-02T21:54:00.000+0000",46,63,54,29.8,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-03T03:05:00.000+0000","0.0","2021-05-02T18:37:00.000+0000","0.0","2021-05-02T21:44:00.000+0000"],[2,5,2,7,"2021-05-02 00:00:00","G4",20368,"281NV",11603,"EUG","OR",10466,"AZA","AZ",2050,2101,11,11,0,0,"2000-2059",2312,2313,1,1,0,0,"2300-2359",0,0,971,4,0,0,0,0,0,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",94489390494,"2021-05-03T03:50:00.000+0000","2021050301","2021-05-03T01:50:00.000+0000","2021050300","2021050223","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-05-02T16:54:00","FM-15","7","0.0",null,"2021-05-03T00:54:00.000+0000","2021050300",44,65,54,29.77,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-02T17:55:00","FM-15","7","0.0",null,"2021-05-03T00:55:00.000+0000",23,88,56,28.09,270,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-03T06:12:00.000+0000","0.0","2021-05-03T00:26:00.000+0000","0.0","2021-05-03T03:05:00.000+0000"],[2,5,3,1,"2021-05-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",740,803,23,23,1,1,"0700-0759",1356,1422,26,26,1,1,"1300-1359",0,0,1501,7,23,0,3,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",594870,"2021-05-03T14:40:00.000+0000","2021050312","2021-05-03T12:40:00.000+0000","2021050311","2021050310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-03T04:55:00","FM-15","7","0.0",null,"2021-05-03T11:55:00.000+0000","2021050311",34,64,49,28.22,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-05-03T06:54:00","FM-15","7","0.02","-RA:02 |RA |RA","2021-05-03T11:54:00.000+0000",56,58,57,28.82,140,7,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-03T17:56:00.000+0000","11.0","2021-05-03T03:50:00.000+0000","1.0","2021-05-03T06:12:00.000+0000"],[2,5,3,1,"2021-05-03 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",1446,1512,26,26,1,1,"1400-1459",1529,1554,25,25,1,1,"1500-1559",0,0,1501,7,0,0,0,0,25,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",94490340608,"2021-05-03T18:46:00.000+0000","2021050316","2021-05-03T16:46:00.000+0000","2021050315","2021050314","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-05-03T10:54:00","FM-15","7","0.0",null,"2021-05-03T15:54:00.000+0000","2021050315",56,61,58,28.79,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-03T08:55:00","FM-15","7","0.0",null,"2021-05-03T15:55:00.000+0000",36,73,54,28.3,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-03T22:29:00.000+0000","23.0","2021-05-03T14:40:00.000+0000","0.0","2021-05-03T17:56:00.000+0000"],[2,5,3,1,"2021-05-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13829,"OGD","UT",1726,1811,45,45,1,3,"1700-1759",2006,2057,51,51,1,3,"2000-2059",0,0,544,3,45,0,6,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223339424587,"2021-05-04T00:26:00.000+0000","2021050322","2021-05-03T22:26:00.000+0000","2021050321","2021050320","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-03T14:50:00","FM-15","7","0.0",null,"2021-05-03T21:50:00.000+0000","2021050321",30,86,57,28.26,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-05-03T14:53:00","FM-15","7","0.0",null,"2021-05-03T21:53:00.000+0000",31,64,48,25.47,340,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-04T02:06:00.000+0000","26.0","2021-05-03T18:46:00.000+0000","0.0","2021-05-03T22:29:00.000+0000"],[2,5,3,1,"2021-05-03 00:00:00","G4",20368,"281NV",13829,"OGD","UT",10466,"AZA","AZ",2051,2141,50,50,1,3,"2000-2059",2124,2210,46,46,1,3,"2100-2159",0,0,544,3,5,0,0,0,41,2021,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver",68720815406,"2021-05-04T02:51:00.000+0000","2021050400","2021-05-04T00:51:00.000+0000","2021050323","2021050322","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-05-03T16:53:00","FM-15","7","0.0",null,"2021-05-03T23:53:00.000+0000","2021050323",31,62,47,25.47,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-03T17:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-04T00:50:00.000+0000",28,86,57,28.26,240,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-04T04:24:00.000+0000","45.0","2021-05-04T00:26:00.000+0000","0.0","2021-05-04T02:06:00.000+0000"],[2,5,5,3,"2021-05-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",820,811,-9,0,0,-1,"0800-0859",1048,1042,-6,0,0,-1,"1000-1059",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749161356,"2021-05-05T15:20:00.000+0000","2021050513","2021-05-05T13:20:00.000+0000","2021050512","2021050511","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-05T05:55:00","FM-15","7","0.0",null,"2021-05-05T12:55:00.000+0000","2021050512",27,63,47,28.49,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-05T05:56:00","FM-15","7","0.0",null,"2021-05-05T12:56:00.000+0000",34,45,40,25.63,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-05T16:48:00.000+0000","50.0","2021-05-04T02:51:00.000+0000","46.0","2021-05-04T04:24:00.000+0000"],[2,5,5,3,"2021-05-05 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1133,1123,-10,0,0,-1,"1100-1159",1203,1148,-15,0,0,-1,"1200-1259",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",85900173495,"2021-05-05T17:33:00.000+0000","2021050515","2021-05-05T15:33:00.000+0000","2021050514","2021050513","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-05T07:56:00","FM-15","7","0.0",null,"2021-05-05T14:56:00.000+0000","2021050514",35,54,45,25.67,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-05T07:50:00","FM-15","7","0.0",null,"2021-05-05T14:50:00.000+0000",28,73,51,28.52,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-05T19:03:00.000+0000","0.0","2021-05-05T15:20:00.000+0000","0.0","2021-05-05T16:48:00.000+0000"],[2,5,5,3,"2021-05-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1447,1530,43,43,1,2,"1400-1459",2001,2047,46,46,1,3,"2000-2059",0,0,1452,6,43,0,3,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720404205,"2021-05-05T21:47:00.000+0000","2021050519","2021-05-05T19:47:00.000+0000","2021050518","2021050517","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-05T12:47:00","FM-15","7","0.0",null,"2021-05-05T19:47:00.000+0000","2021050519",27,91,58,28.49,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-05-05T13:45:00","FM-15","7","0.0",null,"2021-05-05T19:45:00.000+0000",30,55,44,29.11,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-06T01:01:00.000+0000","0.0","2021-05-05T17:33:00.000+0000","0.0","2021-05-05T19:03:00.000+0000"],[2,5,5,3,"2021-05-05 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",2051,2126,35,35,1,2,"2000-2059",2226,2255,29,29,1,1,"2200-2259",0,0,1452,6,0,0,0,0,29,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",206159145773,"2021-05-06T01:51:00.000+0000","2021050523","2021-05-05T23:51:00.000+0000","2021050522","2021050521","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-05-05T17:45:00","FM-15","7","0.0",null,"2021-05-05T23:45:00.000+0000","2021050523",19,55,41,29.08,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-05T16:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-05T23:50:00.000+0000",27,95,60,28.43,260,9,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-06T05:26:00.000+0000","43.0","2021-05-05T21:47:00.000+0000","0.0","2021-05-06T01:01:00.000+0000"],[2,5,7,5,"2021-05-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",630,628,-2,0,0,-1,"0600-0659",858,850,-8,0,0,-1,"0800-0859",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128849431906,"2021-05-07T13:30:00.000+0000","2021050711","2021-05-07T11:30:00.000+0000","2021050710","2021050709","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-07T04:15:00","FM-15","7","0.0",null,"2021-05-07T11:15:00.000+0000","2021050711",30,69,50,28.46,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-07T03:56:00","FM-15","7","0.0",null,"2021-05-07T10:56:00.000+0000",34,57,46,25.4,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-07T14:58:00.000+0000","35.0","2021-05-06T01:51:00.000+0000","29.0","2021-05-06T05:26:00.000+0000"],[2,5,7,5,"2021-05-07 00:00:00","G4",20368,"281NV",14314,"PVU","UT",14908,"SNA","CA",943,939,-4,0,0,-1,"0900-0959",1027,1018,-9,0,0,-1,"1000-1059",0,0,565,3,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",120259122125,"2021-05-07T15:43:00.000+0000","2021050713","2021-05-07T13:43:00.000+0000","2021050712","2021050711","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-07T05:56:00","FM-15","7","0.0",null,"2021-05-07T12:56:00.000+0000","2021050712",34,58,46,25.39,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-05-07T04:53:00","FM-15","7","0.0",null,"2021-05-07T12:53:00.000+0000",53,61,57,29.94,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-07T17:27:00.000+0000","0.0","2021-05-07T13:30:00.000+0000","0.0","2021-05-07T14:58:00.000+0000"],[2,5,7,5,"2021-05-07 00:00:00","G4",20368,"281NV",14908,"SNA","CA",10713,"BOI","ID",1112,1110,-2,0,0,-1,"1100-1159",1406,1406,0,0,0,0,"1400-1459",0,0,688,3,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",111670228686,"2021-05-07T18:12:00.000+0000","2021050716","2021-05-07T16:12:00.000+0000","2021050715","2021050714","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-05-07T07:53:00","FM-15","7","0.0",null,"2021-05-07T15:53:00.000+0000","2021050715",52,62,56,29.97,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-05-07T08:53:00","FM-15","7","0.0",null,"2021-05-07T15:53:00.000+0000",33,54,44,27.02,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-07T20:06:00.000+0000","0.0","2021-05-07T15:43:00.000+0000","0.0","2021-05-07T17:27:00.000+0000"],[2,5,7,5,"2021-05-07 00:00:00","G4",20368,"281NV",10713,"BOI","ID",10466,"AZA","AZ",1451,1448,-3,0,0,-1,"1400-1459",1552,1554,2,2,0,0,"1500-1559",0,0,749,3,0,0,0,0,0,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",223338888741,"2021-05-07T20:51:00.000+0000","2021050718","2021-05-07T18:51:00.000+0000","2021050717","2021050716","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-05-07T10:53:00","FM-15","7","0.0",null,"2021-05-07T17:53:00.000+0000","2021050717",32,59,46,27.02,320,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-07T11:50:00","FM-15","7","0.0",null,"2021-05-07T18:50:00.000+0000",25,88,57,28.48,360,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-07T22:52:00.000+0000","0.0","2021-05-07T18:12:00.000+0000","0.0","2021-05-07T20:06:00.000+0000"],[2,5,7,5,"2021-05-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",1637,1657,20,20,1,1,"1600-1659",2120,2138,18,18,1,1,"2100-2159",0,0,1164,5,18,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",142354,"2021-05-07T23:37:00.000+0000","2021050721","2021-05-07T21:37:00.000+0000","2021050720","2021050719","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-07T13:50:00","FM-15","7","0.0",null,"2021-05-07T20:50:00.000+0000","2021050720",21,93,58,28.42,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-07T14:54:00","FM-15","7","0.0",null,"2021-05-07T20:54:00.000+0000",18,61,43,28.28,140,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-08T02:20:00.000+0000","0.0","2021-05-07T20:51:00.000+0000","0.0","2021-05-07T22:52:00.000+0000"],[2,5,7,5,"2021-05-07 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",2205,2215,10,10,0,0,"2200-2259",2302,2315,13,13,0,0,"2300-2359",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",240519496305,"2021-05-08T03:05:00.000+0000","2021050801","2021-05-08T01:05:00.000+0000","2021050800","2021050723","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-07T18:54:00","FM-15","7","0.0",null,"2021-05-08T00:54:00.000+0000","2021050800",17,55,40,28.23,80,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-07T17:50:00","FM-15","7","0.0",null,"2021-05-08T00:50:00.000+0000",21,93,58,28.32,280,14,null,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-08T06:02:00.000+0000","20.0","2021-05-07T23:37:00.000+0000","0.0","2021-05-08T02:20:00.000+0000"],[2,5,9,7,"2021-05-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12003,"GTF","MT",1736,1809,33,33,1,2,"1700-1759",2100,2136,36,36,1,2,"2100-2159",0,0,978,4,33,0,3,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698434876,"2021-05-10T00:36:00.000+0000","2021050922","2021-05-09T22:36:00.000+0000","2021050921","2021050920","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-09T14:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-09T21:50:00.000+0000","2021050921",25,91,58,28.33,210,8,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-05-09T15:35:00","FM-16","7","0.0","-RA:02 |RA |RA","2021-05-09T22:35:00.000+0000",34,41,38,26.39,350,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-10T03:00:00.000+0000","10.0","2021-05-08T03:05:00.000+0000","13.0","2021-05-08T06:02:00.000+0000"],[2,5,9,7,"2021-05-09 00:00:00","G4",20368,"281NV",12003,"GTF","MT",10466,"AZA","AZ",2145,2211,26,26,1,1,"2100-2159",2307,2333,26,26,1,1,"2300-2359",0,0,978,4,0,0,0,0,26,2021,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver",17181058096,"2021-05-10T03:45:00.000+0000","2021051001","2021-05-10T01:45:00.000+0000","2021051000","2021050923","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-05-09T17:53:00","FM-15","7","0.0",null,"2021-05-10T00:53:00.000+0000","2021051000",32,45,39,26.39,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-09T17:50:00","FM-15","7","0.0",null,"2021-05-10T00:50:00.000+0000",21,91,57,28.28,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-10T06:07:00.000+0000","33.0","2021-05-10T00:36:00.000+0000","0.0","2021-05-10T03:00:00.000+0000"],[2,5,10,1,"2021-05-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",730,718,-12,0,0,-1,"0700-0759",1359,1343,-16,0,0,-2,"1300-1359",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25771157918,"2021-05-10T14:30:00.000+0000","2021051012","2021-05-10T12:30:00.000+0000","2021051011","2021051010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-10T04:50:00","FM-15","7","0.0",null,"2021-05-10T11:50:00.000+0000","2021051011",18,64,45,28.37,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-05-10T06:53:00","FM-15","7","0.0",null,"2021-05-10T11:53:00.000+0000",33,39,37,29.43,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-10T17:59:00.000+0000","26.0","2021-05-10T03:45:00.000+0000","26.0","2021-05-10T06:07:00.000+0000"],[2,5,10,1,"2021-05-10 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1449,1426,-23,0,0,-2,"1400-1459",1546,1526,-20,0,0,-2,"1500-1559",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",240518503988,"2021-05-10T18:49:00.000+0000","2021051016","2021-05-10T16:49:00.000+0000","2021051015","2021051014","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-05-10T10:53:00","FM-15","7","0.0",null,"2021-05-10T15:53:00.000+0000","2021051015",33,45,40,29.45,340,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-10T08:50:00","FM-15","7","0.0",null,"2021-05-10T15:50:00.000+0000",19,81,53,28.4,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-10T22:46:00.000+0000","0.0","2021-05-10T14:30:00.000+0000","0.0","2021-05-10T17:59:00.000+0000"],[2,5,10,1,"2021-05-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",1636,1629,-7,0,0,-1,"1600-1659",2050,2032,-18,0,0,-2,"2000-2059",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159519757,"2021-05-10T23:36:00.000+0000","2021051021","2021-05-10T21:36:00.000+0000","2021051020","2021051019","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-10T13:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-10T20:50:00.000+0000","2021051020",14,91,56,28.33,210,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-05-10T14:53:00","FM-15","7","0.0",null,"2021-05-10T20:53:00.000+0000",34,59,47,28.19,20,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-11T01:50:00.000+0000","0.0","2021-05-10T18:49:00.000+0000","0.0","2021-05-10T22:46:00.000+0000"],[2,5,10,1,"2021-05-10 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2135,2125,-10,0,0,-1,"2100-2159",2159,2149,-10,0,0,-1,"2100-2159",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",214749375705,"2021-05-11T02:35:00.000+0000","2021051100","2021-05-11T00:35:00.000+0000","2021051023","2021051022","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-05-10T17:53:00","FM-15","7","0.0",null,"2021-05-10T23:53:00.000+0000","2021051023",37,57,47,28.19,50,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-10T16:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-10T23:50:00.000+0000",10,93,56,28.28,240,18,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-11T04:59:00.000+0000","0.0","2021-05-10T23:36:00.000+0000","0.0","2021-05-11T01:50:00.000+0000"],[2,5,12,3,"2021-05-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11648,"FCA","MT",1200,1258,58,58,1,3,"1200-1259",1537,1632,55,55,1,3,"1500-1559",0,0,1044,5,55,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171799680287,"2021-05-12T19:00:00.000+0000","2021051217","2021-05-12T17:00:00.000+0000","2021051216","2021051215","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-12T09:47:00","FM-15","7","0.0",null,"2021-05-12T16:47:00.000+0000","2021051216",25,84,55,28.55,110,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-05-12T09:55:00","FM-15","7","0.0",null,"2021-05-12T16:55:00.000+0000",38,53,46,27.11,40,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-12T21:37:00.000+0000","0.0","2021-05-11T02:35:00.000+0000","0.0","2021-05-11T04:59:00.000+0000"],[2,5,12,3,"2021-05-12 00:00:00","G4",20368,"281NV",11648,"FCA","MT",10466,"AZA","AZ",1622,1724,62,62,1,4,"1600-1659",1757,1847,50,50,1,3,"1700-1759",0,0,1044,5,7,0,0,0,43,2021,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver",171799452263,"2021-05-12T22:22:00.000+0000","2021051220","2021-05-12T20:22:00.000+0000","2021051219","2021051218","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-05-12T12:55:00","FM-15","7","0.0",null,"2021-05-12T19:55:00.000+0000","2021051219",34,63,49,27.04,null,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-12T12:50:00","FM-15","7","0.0",null,"2021-05-12T19:50:00.000+0000",25,91,58,28.5,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-13T00:57:00.000+0000","58.0","2021-05-12T19:00:00.000+0000","0.0","2021-05-12T21:37:00.000+0000"],[2,5,13,4,"2021-05-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",740,740,0,0,0,0,"0700-0759",1232,1229,-3,0,0,-1,"1200-1259",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080571218,"2021-05-13T14:40:00.000+0000","2021051312","2021-05-13T12:40:00.000+0000","2021051311","2021051310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-13T04:50:00","FM-15","7","0.0",null,"2021-05-13T11:50:00.000+0000","2021051311",19,66,46,28.52,100,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-05-13T05:54:00","FM-15","7","0.0",null,"2021-05-13T11:54:00.000+0000",33,42,38,29.72,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-13T17:32:00.000+0000","62.0","2021-05-12T22:22:00.000+0000","50.0","2021-05-13T00:57:00.000+0000"],[2,5,13,4,"2021-05-13 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1317,1308,-9,0,0,-1,"1300-1359",1433,1422,-11,0,0,-1,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",249108734884,"2021-05-13T18:17:00.000+0000","2021051316","2021-05-13T16:17:00.000+0000","2021051315","2021051314","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-05-13T09:54:00","FM-15","7","0.0",null,"2021-05-13T15:54:00.000+0000","2021051315",28,63,47,29.72,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-13T08:47:00","FM-15","7","0.0",null,"2021-05-13T15:47:00.000+0000",27,84,56,28.55,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-13T21:33:00.000+0000","0.0","2021-05-13T14:40:00.000+0000","0.0","2021-05-13T17:32:00.000+0000"],[2,5,13,4,"2021-05-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1523,1515,-8,0,0,-1,"1500-1559",1946,1930,-16,0,0,-2,"1900-1959",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518546811,"2021-05-13T22:23:00.000+0000","2021051320","2021-05-13T20:23:00.000+0000","2021051319","2021051318","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-13T12:47:00","FM-15","7","0.0",null,"2021-05-13T19:47:00.000+0000","2021051319",27,95,60,28.49,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-05-13T13:53:00","FM-15","7","0.0",null,"2021-05-13T19:53:00.000+0000",58,78,66,30.14,20,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-14T00:46:00.000+0000","0.0","2021-05-13T18:17:00.000+0000","0.0","2021-05-13T21:33:00.000+0000"],[2,5,13,4,"2021-05-13 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",2031,2022,-9,0,0,-1,"2000-2059",2108,2100,-8,0,0,-1,"2100-2159",0,0,998,4,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",180389749392,"2021-05-14T01:31:00.000+0000","2021051323","2021-05-13T23:31:00.000+0000","2021051322","2021051321","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-05-13T16:53:00","FM-15","7","0.0",null,"2021-05-13T22:53:00.000+0000","2021051322",57,77,65,30.11,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-13T15:50:00","FM-15","7","0.0",null,"2021-05-13T22:50:00.000+0000",30,99,62,28.41,260,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-14T04:08:00.000+0000","0.0","2021-05-13T22:23:00.000+0000","0.0","2021-05-14T00:46:00.000+0000"],[2,5,14,5,"2021-05-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",740,752,12,12,0,0,"0700-0759",1006,1016,10,10,0,0,"1000-1059",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",154619561483,"2021-05-14T14:40:00.000+0000","2021051412","2021-05-14T12:40:00.000+0000","2021051411","2021051410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-14T04:47:00","FM-15","7","0.0",null,"2021-05-14T11:47:00.000+0000","2021051411",25,66,47,28.44,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-14T04:56:00","FM-15","7","0.0",null,"2021-05-14T11:56:00.000+0000",42,59,50,25.45,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-14T16:06:00.000+0000","0.0","2021-05-14T01:31:00.000+0000","0.0","2021-05-14T04:08:00.000+0000"],[2,5,14,5,"2021-05-14 00:00:00","G4",20368,"281NV",14314,"PVU","UT",11292,"DEN","CO",1051,1050,-1,0,0,-1,"1000-1059",1205,1216,11,11,0,0,"1200-1259",0,0,375,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",163208902973,"2021-05-14T16:51:00.000+0000","2021051414","2021-05-14T14:51:00.000+0000","2021051413","2021051412","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-14T06:56:00","FM-15","7","0.0",null,"2021-05-14T13:56:00.000+0000","2021051413",32,65,49,25.47,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-05-14T06:53:00","FM-15","7","0.0",null,"2021-05-14T13:53:00.000+0000",44,50,47,24.7,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-14T18:05:00.000+0000","12.0","2021-05-14T14:40:00.000+0000","0.0","2021-05-14T16:06:00.000+0000"],[2,5,14,5,"2021-05-14 00:00:00","G4",20368,"281NV",11292,"DEN","CO",14314,"PVU","UT",1250,1248,-2,0,0,-1,"1200-1259",1408,1416,8,8,0,0,"1400-1459",0,0,375,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",68720069399,"2021-05-14T18:50:00.000+0000","2021051416","2021-05-14T16:50:00.000+0000","2021051415","2021051414","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-05-14T08:53:00","FM-15","7","0.0",null,"2021-05-14T15:53:00.000+0000","2021051415",43,60,51,24.68,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-14T08:56:00","FM-15","7","0.0",null,"2021-05-14T15:56:00.000+0000",35,67,51,25.47,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-14T20:08:00.000+0000","0.0","2021-05-14T16:51:00.000+0000","0.0","2021-05-14T18:05:00.000+0000"],[2,5,14,5,"2021-05-14 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1453,1452,-1,0,0,-1,"1400-1459",1523,1524,1,1,0,0,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",206159521228,"2021-05-14T20:53:00.000+0000","2021051418","2021-05-14T18:53:00.000+0000","2021051417","2021051416","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-14T10:56:00","FM-15","7","0.0",null,"2021-05-14T17:56:00.000+0000","2021051417",30,75,52,25.45,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-14T11:50:00","FM-15","7","0.0",null,"2021-05-14T18:50:00.000+0000",16,93,57,28.45,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-14T22:23:00.000+0000","0.0","2021-05-14T18:50:00.000+0000","0.0","2021-05-14T20:08:00.000+0000"],[2,5,14,5,"2021-05-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",1610,1747,97,97,1,6,"1600-1659",2053,2231,98,98,1,6,"2000-2059",0,0,1164,5,96,0,1,0,1,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698856690,"2021-05-14T23:10:00.000+0000","2021051421","2021-05-14T21:10:00.000+0000","2021051420","2021051419","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-14T13:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-14T20:50:00.000+0000","2021051420",18,97,59,28.38,230,7,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-14T14:54:00","FM-15","7","0.0",null,"2021-05-14T20:54:00.000+0000",31,71,51,28.2,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-15T01:53:00.000+0000","0.0","2021-05-14T20:53:00.000+0000","0.0","2021-05-14T22:23:00.000+0000"],[2,5,14,5,"2021-05-14 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",2138,2315,97,97,1,6,"2100-2159",2235,1,86,86,1,5,"2200-2259",0,0,1164,5,0,0,0,0,86,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",85900102516,"2021-05-15T02:38:00.000+0000","2021051500","2021-05-15T00:38:00.000+0000","2021051423","2021051422","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-14T17:54:00","FM-15","7","0.0",null,"2021-05-14T23:54:00.000+0000","2021051423",33,69,51,28.18,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-14T16:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-14T23:50:00.000+0000",27,97,61,28.3,220,6,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-15T05:35:00.000+0000","97.0","2021-05-14T23:10:00.000+0000","0.0","2021-05-15T01:53:00.000+0000"],[2,5,15,6,"2021-05-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",810,805,-5,0,0,-1,"0800-0859",1300,1256,-4,0,0,-1,"1300-1359",0,0,1288,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338656520,"2021-05-15T15:10:00.000+0000","2021051513","2021-05-15T13:10:00.000+0000","2021051512","2021051511","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-15T05:47:00","FM-15","7","0.0",null,"2021-05-15T12:47:00.000+0000","2021051512",27,70,50,28.39,140,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-05-15T06:52:00","FM-15","7","0.03","-RA:02 BR:1 |RA |RA","2021-05-15T12:52:00.000+0000",48,52,50,29.53,160,8,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-15T18:00:00.000+0000","97.0","2021-05-15T02:38:00.000+0000","86.0","2021-05-15T05:35:00.000+0000"],[2,5,15,6,"2021-05-15 00:00:00","G4",20368,"281NV",13367,"MLI","IL",10466,"AZA","AZ",1350,1350,0,0,0,0,"1300-1359",1504,1500,-4,0,0,-1,"1500-1559",0,0,1288,6,0,0,0,0,0,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",42950342641,"2021-05-15T18:50:00.000+0000","2021051516","2021-05-15T16:50:00.000+0000","2021051515","2021051514","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-05-15T10:27:00","FM-16","7","0.0",null,"2021-05-15T16:27:00.000+0000","2021051516",50,54,52,29.52,180,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-15T08:55:00","FM-15","7","0.0",null,"2021-05-15T15:55:00.000+0000",21,84,54,28.42,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-15T22:04:00.000+0000","0.0","2021-05-15T15:10:00.000+0000","0.0","2021-05-15T18:00:00.000+0000"],[2,5,15,6,"2021-05-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1554,1554,0,0,0,0,"1500-1559",2023,2019,-4,0,0,-1,"2000-2059",0,0,1026,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669462304,"2021-05-15T22:54:00.000+0000","2021051520","2021-05-15T20:54:00.000+0000","2021051519","2021051518","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-15T12:55:00","FM-15","7","0.0",null,"2021-05-15T19:55:00.000+0000","2021051519",30,91,59,28.34,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-05-15T14:52:00","FM-15","7","0.0",null,"2021-05-15T20:52:00.000+0000",56,75,64,28.96,220,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-16T01:23:00.000+0000","0.0","2021-05-15T18:50:00.000+0000","0.0","2021-05-15T22:04:00.000+0000"],[2,5,15,6,"2021-05-15 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",2108,2114,6,6,0,0,"2100-2159",2147,2148,1,1,0,0,"2100-2159",0,0,1026,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",42950069650,"2021-05-16T02:08:00.000+0000","2021051600","2021-05-16T00:08:00.000+0000","2021051523","2021051522","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-05-15T17:52:00","FM-15","7","0.0",null,"2021-05-15T23:52:00.000+0000","2021051523",54,74,62,28.94,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-15T16:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-15T23:50:00.000+0000",25,95,59,28.25,240,21,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-16T04:47:00.000+0000","0.0","2021-05-15T22:54:00.000+0000","0.0","2021-05-16T01:23:00.000+0000"],[2,5,16,7,"2021-05-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",650,641,-9,0,0,-1,"0600-0659",944,921,-23,0,0,-2,"0900-0959",0,0,704,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180388772880,"2021-05-16T13:50:00.000+0000","2021051611","2021-05-16T11:50:00.000+0000","2021051610","2021051609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-16T04:50:00","FM-15","7","0.0",null,"2021-05-16T11:50:00.000+0000","2021051611",19,66,46,28.39,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-05-16T03:53:00","FM-15","7","0.0",null,"2021-05-16T10:53:00.000+0000",38,42,40,25.17,10,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-16T15:44:00.000+0000","6.0","2021-05-16T02:08:00.000+0000","1.0","2021-05-16T04:47:00.000+0000"],[2,5,16,7,"2021-05-16 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",1029,1021,-8,0,0,-1,"1000-1059",1124,1117,-7,0,0,-1,"1100-1159",0,0,704,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",231928594581,"2021-05-16T16:29:00.000+0000","2021051614","2021-05-16T14:29:00.000+0000","2021051613","2021051612","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-05-16T06:53:00","FM-15","7","0.0",null,"2021-05-16T13:53:00.000+0000","2021051613",40,49,45,25.19,40,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-16T06:50:00","FM-15","7","0.0",null,"2021-05-16T13:50:00.000+0000",25,68,48,28.43,120,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-16T18:24:00.000+0000","0.0","2021-05-16T13:50:00.000+0000","0.0","2021-05-16T15:44:00.000+0000"],[2,5,16,7,"2021-05-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1209,1159,-10,0,0,-1,"1200-1259",1410,1359,-11,0,0,-1,"1400-1459",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111670087703,"2021-05-16T19:09:00.000+0000","2021051617","2021-05-16T17:09:00.000+0000","2021051616","2021051615","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-16T09:50:00","FM-15","7","0.0",null,"2021-05-16T16:50:00.000+0000","2021051616",34,81,57,28.44,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-05-16T08:53:00","FM-15","7","0.0",null,"2021-05-16T16:53:00.000+0000",48,56,52,29.88,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-16T21:10:00.000+0000","0.0","2021-05-16T16:29:00.000+0000","0.0","2021-05-16T18:24:00.000+0000"],[2,5,16,7,"2021-05-16 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",1455,1447,-8,0,0,-1,"1400-1459",1646,1640,-6,0,0,-1,"1600-1659",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",257698541025,"2021-05-16T21:55:00.000+0000","2021051619","2021-05-16T19:55:00.000+0000","2021051618","2021051617","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-05-16T11:53:00","FM-15","7","0.0",null,"2021-05-16T19:53:00.000+0000","2021051619",49,61,55,29.88,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-16T12:50:00","FM-15","7","0.0",null,"2021-05-16T19:50:00.000+0000",25,86,56,28.38,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-16T23:46:00.000+0000","0.0","2021-05-16T19:09:00.000+0000","0.0","2021-05-16T21:10:00.000+0000"],[2,5,16,7,"2021-05-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1711,1734,23,23,1,1,"1700-1759",2134,2220,46,46,1,3,"2100-2159",0,0,998,4,23,0,23,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163209602972,"2021-05-17T00:11:00.000+0000","2021051622","2021-05-16T22:11:00.000+0000","2021051621","2021051620","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-16T14:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-16T21:50:00.000+0000","2021051621",27,90,58,28.34,210,14,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-05-16T15:53:00","FM-15","7","0.06","-RA:02 |RA |RA","2021-05-16T21:53:00.000+0000",71,75,72,29.88,160,16,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-17T02:34:00.000+0000","0.0","2021-05-16T21:55:00.000+0000","0.0","2021-05-16T23:46:00.000+0000"],[2,5,16,7,"2021-05-16 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",2219,2251,32,32,1,2,"2200-2259",2256,2325,29,29,1,1,"2200-2259",0,0,998,4,0,0,0,0,29,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",128849586298,"2021-05-17T03:19:00.000+0000","2021051701","2021-05-17T01:19:00.000+0000","2021051700","2021051623","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-05-16T18:53:00","FM-15","7","0.0",null,"2021-05-17T00:53:00.000+0000","2021051700",71,75,72,29.87,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-16T17:50:00","FM-15","7","0.0",null,"2021-05-17T00:50:00.000+0000",28,90,58,28.28,270,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-17T05:56:00.000+0000","23.0","2021-05-17T00:11:00.000+0000","0.0","2021-05-17T02:34:00.000+0000"],[2,5,17,1,"2021-05-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",740,733,-7,0,0,-1,"0700-0759",1226,1219,-7,0,0,-1,"1200-1259",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720664851,"2021-05-17T14:40:00.000+0000","2021051712","2021-05-17T12:40:00.000+0000","2021051711","2021051710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-17T04:50:00","FM-15","7","0.0",null,"2021-05-17T11:50:00.000+0000","2021051711",27,64,47,28.39,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-05-17T05:53:00","FM-15","7","0.0",null,"2021-05-17T11:53:00.000+0000",48,58,53,29.09,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-17T17:26:00.000+0000","32.0","2021-05-17T03:19:00.000+0000","29.0","2021-05-17T05:56:00.000+0000"],[2,5,17,1,"2021-05-17 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1316,1306,-10,0,0,-1,"1300-1359",1421,1356,-25,0,0,-2,"1400-1459",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",103080125145,"2021-05-17T18:16:00.000+0000","2021051716","2021-05-17T16:16:00.000+0000","2021051715","2021051714","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-05-17T09:53:00","FM-15","7","0.0",null,"2021-05-17T15:53:00.000+0000","2021051715",49,73,59,29.1,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-17T08:50:00","FM-15","7","0.0",null,"2021-05-17T15:50:00.000+0000",34,73,53,28.45,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-17T21:21:00.000+0000","0.0","2021-05-17T14:40:00.000+0000","0.0","2021-05-17T17:26:00.000+0000"],[2,5,17,1,"2021-05-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",1441,1438,-3,0,0,-1,"1400-1459",1924,1922,-2,0,0,-1,"1900-1959",0,0,1164,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180388876752,"2021-05-17T21:41:00.000+0000","2021051719","2021-05-17T19:41:00.000+0000","2021051718","2021051717","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-17T11:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-17T18:50:00.000+0000","2021051718",34,82,57,28.42,200,7,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-17T12:54:00","FM-15","7","0.0",null,"2021-05-17T18:54:00.000+0000",41,83,60,28.11,180,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-18T00:24:00.000+0000","0.0","2021-05-17T18:16:00.000+0000","0.0","2021-05-17T21:21:00.000+0000"],[2,5,17,1,"2021-05-17 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",2009,2001,-8,0,0,-1,"2000-2059",2106,2046,-20,0,0,-2,"2100-2159",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",249109128315,"2021-05-18T01:09:00.000+0000","2021051723","2021-05-17T23:09:00.000+0000","2021051722","2021051721","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-17T16:54:00","FM-15","7","0.0",null,"2021-05-17T22:54:00.000+0000","2021051722",38,83,59,28.07,170,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-17T15:50:00","FM-15","7","0.0",null,"2021-05-17T22:50:00.000+0000",32,86,58,28.35,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-18T04:06:00.000+0000","0.0","2021-05-17T21:41:00.000+0000","0.0","2021-05-18T00:24:00.000+0000"],[2,5,19,3,"2021-05-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1236,1631,235,235,1,12,"1200-1259",1437,1836,239,239,1,12,"1400-1459",0,0,668,3,235,0,4,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111670310972,"2021-05-19T19:36:00.000+0000","2021051917","2021-05-19T17:36:00.000+0000","2021051916","2021051915","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-19T09:50:00","FM-15","7","0.0",null,"2021-05-19T16:50:00.000+0000","2021051916",41,86,61,28.38,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-05-19T08:53:00","FM-15","7","0.0",null,"2021-05-19T16:53:00.000+0000",45,59,52,29.91,260,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-19T21:37:00.000+0000","0.0","2021-05-18T01:09:00.000+0000","0.0","2021-05-18T04:06:00.000+0000"],[2,5,19,3,"2021-05-19 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",1522,1921,239,239,1,12,"1500-1559",1713,2114,241,241,1,12,"1700-1759",0,0,668,3,0,0,2,0,239,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",137439864286,"2021-05-19T22:22:00.000+0000","2021051920","2021-05-19T20:22:00.000+0000","2021051919","2021051918","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-05-19T11:53:00","FM-15","7","0.0",null,"2021-05-19T19:53:00.000+0000","2021051919",44,64,54,29.89,270,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-19T12:50:00","FM-15","7","0.0",null,"2021-05-19T19:50:00.000+0000",39,93,62,28.33,280,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-20T00:13:00.000+0000","235.0","2021-05-19T19:36:00.000+0000","0.0","2021-05-19T21:37:00.000+0000"],[2,5,20,4,"2021-05-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",640,636,-4,0,0,-1,"0600-0659",1004,957,-7,0,0,-1,"1000-1059",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698434881,"2021-05-20T13:40:00.000+0000","2021052011","2021-05-20T11:40:00.000+0000","2021052010","2021052009","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-20T04:35:00","FM-15","7","0.0",null,"2021-05-20T11:35:00.000+0000","2021052011",36,69,52,28.31,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-05-20T04:35:00","FM-16","7","0.0",null,"2021-05-20T11:35:00.000+0000",33,38,36,26.55,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-20T16:04:00.000+0000","239.0","2021-05-19T22:22:00.000+0000","241.0","2021-05-20T00:13:00.000+0000"],[2,5,20,4,"2021-05-20 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1049,1048,-1,0,0,-1,"1000-1059",1215,1220,5,5,0,0,"1200-1259",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",171799452261,"2021-05-20T16:49:00.000+0000","2021052014","2021-05-20T14:49:00.000+0000","2021052013","2021052012","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-05-20T07:49:00","FM-16","7","0.0",null,"2021-05-20T14:49:00.000+0000","2021052014",34,41,38,26.59,320,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-20T06:50:00","FM-15","7","0.0",null,"2021-05-20T13:50:00.000+0000",37,73,54,28.34,140,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-20T19:15:00.000+0000","0.0","2021-05-20T13:40:00.000+0000","0.0","2021-05-20T16:04:00.000+0000"],[2,5,20,4,"2021-05-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1300,1259,-1,0,0,-1,"1300-1359",1526,1523,-3,0,0,-1,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518230951,"2021-05-20T20:00:00.000+0000","2021052018","2021-05-20T18:00:00.000+0000","2021052017","2021052016","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-20T10:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-20T17:50:00.000+0000","2021052017",28,90,58,28.35,250,16,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-20T10:56:00","FM-15","7","0.0",null,"2021-05-20T17:56:00.000+0000",28,75,51,25.11,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-20T21:26:00.000+0000","0.0","2021-05-20T16:49:00.000+0000","0.0","2021-05-20T19:15:00.000+0000"],[2,5,20,4,"2021-05-20 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1611,1611,0,0,0,0,"1600-1659",1641,1646,5,5,0,0,"1600-1659",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",231928545413,"2021-05-20T22:11:00.000+0000","2021052020","2021-05-20T20:11:00.000+0000","2021052019","2021052018","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-05-20T12:56:00","FM-15","7","0.0",null,"2021-05-20T19:56:00.000+0000","2021052019",35,75,54,25.07,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-20T12:50:00","FM-15","7","0.0",null,"2021-05-20T19:50:00.000+0000",25,91,58,28.3,270,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-20T23:41:00.000+0000","0.0","2021-05-20T20:00:00.000+0000","0.0","2021-05-20T21:26:00.000+0000"],[2,5,20,4,"2021-05-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1726,1752,26,26,1,1,"1700-1759",1955,2010,15,15,1,1,"1900-1959",0,0,977,4,15,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770115448,"2021-05-21T00:26:00.000+0000","2021052022","2021-05-20T22:26:00.000+0000","2021052021","2021052020","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-20T14:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-20T21:50:00.000+0000","2021052021",25,95,59,28.23,220,21,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-05-20T13:53:00","FM-15","7","0.0",null,"2021-05-20T21:53:00.000+0000",39,67,53,29.52,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-21T02:55:00.000+0000","0.0","2021-05-20T22:11:00.000+0000","0.0","2021-05-20T23:41:00.000+0000"],[2,5,20,4,"2021-05-20 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",2040,2059,19,19,1,1,"2000-2059",2308,2325,17,17,1,1,"2300-2359",0,0,977,4,4,0,0,0,13,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",85899578191,"2021-05-21T03:40:00.000+0000","2021052101","2021-05-21T01:40:00.000+0000","2021052100","2021052023","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-05-20T16:53:00","FM-15","7","0.0",null,"2021-05-21T00:53:00.000+0000","2021052100",39,66,52,29.54,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-20T17:50:00","FM-15","7","0.0",null,"2021-05-21T00:50:00.000+0000",27,95,60,28.22,250,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-21T06:08:00.000+0000","26.0","2021-05-21T00:26:00.000+0000","0.0","2021-05-21T02:55:00.000+0000"],[2,5,21,5,"2021-05-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",720,706,-14,0,0,-1,"0700-0759",1200,1142,-18,0,0,-2,"1200-1259",0,0,1137,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698625278,"2021-05-21T14:20:00.000+0000","2021052112","2021-05-21T12:20:00.000+0000","2021052111","2021052110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-21T04:50:00","FM-15","7","0.0",null,"2021-05-21T11:50:00.000+0000","2021052111",27,75,52,28.32,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-05-21T05:54:00","FM-15","7","0.0",null,"2021-05-21T11:54:00.000+0000",65,68,66,29.1,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-21T17:00:00.000+0000","19.0","2021-05-21T03:40:00.000+0000","17.0","2021-05-21T06:08:00.000+0000"],[2,5,21,5,"2021-05-21 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",1245,1232,-13,0,0,-1,"1200-1259",1341,1326,-15,0,0,-1,"1300-1359",0,0,1137,5,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",154619070740,"2021-05-21T17:45:00.000+0000","2021052115","2021-05-21T15:45:00.000+0000","2021052114","2021052113","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-05-21T09:27:00","FM-16","7","0.0",null,"2021-05-21T15:27:00.000+0000","2021052115",67,70,68,29.14,180,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-21T07:50:00","FM-15","7","0.0",null,"2021-05-21T14:50:00.000+0000",41,73,56,28.39,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-21T20:41:00.000+0000","0.0","2021-05-21T14:20:00.000+0000","0.0","2021-05-21T17:00:00.000+0000"],[2,5,21,5,"2021-05-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1431,1431,0,0,0,0,"1400-1459",1535,1536,1,1,0,0,"1500-1559",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214748864904,"2021-05-21T21:31:00.000+0000","2021052119","2021-05-21T19:31:00.000+0000","2021052118","2021052117","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-21T11:50:00","FM-15","7","0.0",null,"2021-05-21T18:50:00.000+0000","2021052118",16,81,52,28.43,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-05-21T10:56:00","FM-15","7","0.0",null,"2021-05-21T18:56:00.000+0000",24,65,47,27.52,260,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-21T22:35:00.000+0000","0.0","2021-05-21T17:45:00.000+0000","0.0","2021-05-21T20:41:00.000+0000"],[2,5,21,5,"2021-05-21 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",1620,1610,-10,0,0,-1,"1600-1659",1734,1722,-12,0,0,-1,"1700-1759",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",206158872606,"2021-05-21T23:20:00.000+0000","2021052121","2021-05-21T21:20:00.000+0000","2021052120","2021052119","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-05-21T12:56:00","FM-15","7","0.0",null,"2021-05-21T20:56:00.000+0000","2021052120",22,64,46,27.56,280,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-21T13:47:00","FM-15","7","0.0","PO:1 ||DU","2021-05-21T20:47:00.000+0000",16,84,53,28.4,270,16,null,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-22T00:34:00.000+0000","0.0","2021-05-21T21:31:00.000+0000","0.0","2021-05-21T22:35:00.000+0000"],[2,5,21,5,"2021-05-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",1819,1842,23,23,1,1,"1800-1859",2128,2150,22,22,1,1,"2100-2159",0,0,873,4,22,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519245066,"2021-05-22T01:19:00.000+0000","2021052123","2021-05-21T23:19:00.000+0000","2021052122","2021052121","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-21T15:50:00","FM-15","7","0.0",null,"2021-05-21T22:50:00.000+0000","2021052122",12,86,54,28.38,260,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-05-21T16:01:00","FM-16","7","0.0","BR:1 ||","2021-05-21T23:01:00.000+0000",40,43,42,26.74,340,26,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-22T03:28:00.000+0000","0.0","2021-05-21T23:20:00.000+0000","0.0","2021-05-22T00:34:00.000+0000"],[2,5,21,5,"2021-05-21 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",2213,2243,30,30,1,2,"2200-2259",2332,16,44,44,1,2,"2300-2359",0,0,873,4,8,0,14,0,22,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",128849354160,"2021-05-22T04:13:00.000+0000","2021052202","2021-05-22T02:13:00.000+0000","2021052201","2021052200","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-05-21T18:52:00","FM-15","7","0.0","-RA:02 BR:1 |RA |RA","2021-05-22T01:52:00.000+0000","2021052201",39,42,41,26.75,340,26,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-21T18:50:00","FM-15","7","0.0",null,"2021-05-22T01:50:00.000+0000",14,81,52,28.39,260,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-22T06:32:00.000+0000","23.0","2021-05-22T01:19:00.000+0000","0.0","2021-05-22T03:28:00.000+0000"],[2,5,23,7,"2021-05-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",710,659,-11,0,0,-1,"0700-0759",1136,1123,-13,0,0,-1,"1100-1159",0,0,1066,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34359742907,"2021-05-23T14:10:00.000+0000","2021052312","2021-05-23T12:10:00.000+0000","2021052311","2021052310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-23T04:50:00","FM-15","7","0.0",null,"2021-05-23T11:50:00.000+0000","2021052311",7,52,36,28.57,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-05-23T05:52:00","FM-15","7","0.0",null,"2021-05-23T11:52:00.000+0000",61,65,63,28.9,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-23T16:36:00.000+0000","30.0","2021-05-22T04:13:00.000+0000","44.0","2021-05-22T06:32:00.000+0000"],[2,5,23,7,"2021-05-23 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",1221,1220,-1,0,0,-1,"1200-1259",1307,1306,-1,0,0,-1,"1300-1359",0,0,1066,5,0,0,0,0,0,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",197569654489,"2021-05-23T17:21:00.000+0000","2021052315","2021-05-23T15:21:00.000+0000","2021052314","2021052313","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-05-23T08:52:00","FM-15","7","0.0",null,"2021-05-23T14:52:00.000+0000","2021052314",64,76,68,28.9,180,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-23T07:47:00","FM-15","7","0.0",null,"2021-05-23T14:47:00.000+0000",14,63,43,28.6,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-23T20:07:00.000+0000","0.0","2021-05-23T14:10:00.000+0000","0.0","2021-05-23T16:36:00.000+0000"],[2,5,23,7,"2021-05-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1357,1354,-3,0,0,-1,"1300-1359",1501,1509,8,8,0,0,"1500-1559",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111670395854,"2021-05-23T20:57:00.000+0000","2021052318","2021-05-23T18:57:00.000+0000","2021052317","2021052316","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-23T11:50:00","FM-15","7","0.0",null,"2021-05-23T18:50:00.000+0000","2021052318",5,79,50,28.58,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-05-23T10:56:00","FM-15","7","0.0",null,"2021-05-23T18:56:00.000+0000",16,73,48,27.77,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-23T22:01:00.000+0000","0.0","2021-05-23T17:21:00.000+0000","0.0","2021-05-23T20:07:00.000+0000"],[2,5,23,7,"2021-05-23 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",1546,1552,6,6,0,0,"1500-1559",1700,1710,10,10,0,0,"1700-1759",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",51540176505,"2021-05-23T22:46:00.000+0000","2021052320","2021-05-23T20:46:00.000+0000","2021052319","2021052318","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-05-23T11:56:00","FM-15","7","0.0",null,"2021-05-23T19:56:00.000+0000","2021052319",17,75,49,27.74,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-23T12:50:00","FM-15","7","0.0",null,"2021-05-23T19:50:00.000+0000",3,81,50,28.56,10,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-24T00:00:00.000+0000","0.0","2021-05-23T20:57:00.000+0000","0.0","2021-05-23T22:01:00.000+0000"],[2,5,23,7,"2021-05-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",1745,1759,14,14,0,0,"1700-1759",2014,2030,16,16,1,1,"2000-2059",0,0,977,4,4,0,2,0,10,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",154620128244,"2021-05-24T00:45:00.000+0000","2021052322","2021-05-23T22:45:00.000+0000","2021052321","2021052320","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-23T14:50:00","FM-15","7","0.0",null,"2021-05-23T21:50:00.000+0000","2021052321",3,84,52,28.51,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-05-23T13:53:00","FM-15","7","0.0",null,"2021-05-23T21:53:00.000+0000",44,79,60,29.43,190,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-24T03:14:00.000+0000","0.0","2021-05-23T22:46:00.000+0000","0.0","2021-05-24T00:00:00.000+0000"],[2,5,23,7,"2021-05-23 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",2059,2115,16,16,1,1,"2000-2059",2327,2348,21,21,1,1,"2300-2359",0,0,977,4,0,0,5,0,16,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",171799934294,"2021-05-24T03:59:00.000+0000","2021052401","2021-05-24T01:59:00.000+0000","2021052400","2021052323","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-05-23T17:53:00","FM-15","7","0.01",null,"2021-05-24T01:53:00.000+0000","2021052401",50,72,60,29.39,200,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-23T17:47:00","FM-15","7","0.0",null,"2021-05-24T00:47:00.000+0000",0,84,51,28.48,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-24T06:27:00.000+0000","14.0","2021-05-24T00:45:00.000+0000","0.0","2021-05-24T03:14:00.000+0000"],[2,5,24,1,"2021-05-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",730,726,-4,0,0,-1,"0700-0759",1210,1204,-6,0,0,-1,"1200-1259",0,0,1137,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950342645,"2021-05-24T14:30:00.000+0000","2021052412","2021-05-24T12:30:00.000+0000","2021052411","2021052410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-24T04:35:00","FM-15","7","0.0",null,"2021-05-24T11:35:00.000+0000","2021052411",7,57,39,28.48,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-05-24T05:54:00","FM-15","7","0.0",null,"2021-05-24T11:54:00.000+0000",64,68,65,29.06,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-24T17:10:00.000+0000","16.0","2021-05-24T03:59:00.000+0000","21.0","2021-05-24T06:27:00.000+0000"],[2,5,24,1,"2021-05-24 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",1255,1255,0,0,0,0,"1200-1259",1351,1351,0,0,0,0,"1300-1359",0,0,1137,5,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",257698093517,"2021-05-24T17:55:00.000+0000","2021052415","2021-05-24T15:55:00.000+0000","2021052414","2021052413","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-05-24T09:54:00","FM-15","7","0.0",null,"2021-05-24T15:54:00.000+0000","2021052415",63,75,67,29.05,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-24T08:55:00","FM-15","7","0.0",null,"2021-05-24T15:55:00.000+0000",14,73,48,28.54,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-24T20:51:00.000+0000","0.0","2021-05-24T14:30:00.000+0000","0.0","2021-05-24T17:10:00.000+0000"],[2,5,24,1,"2021-05-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",1441,1442,1,1,0,0,"1400-1459",1924,1920,-4,0,0,-1,"1900-1959",0,0,1164,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77309894394,"2021-05-24T21:41:00.000+0000","2021052419","2021-05-24T19:41:00.000+0000","2021052418","2021052417","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-24T11:50:00","FM-15","7","0.0",null,"2021-05-24T18:50:00.000+0000","2021052418",10,86,53,28.5,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-24T12:54:00","FM-15","7","0.0",null,"2021-05-24T18:54:00.000+0000",39,75,56,27.85,190,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-25T00:24:00.000+0000","0.0","2021-05-24T17:55:00.000+0000","0.0","2021-05-24T20:51:00.000+0000"],[2,5,24,1,"2021-05-24 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",2009,2000,-9,0,0,-1,"2000-2059",2106,2050,-16,0,0,-2,"2100-2159",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",180389045897,"2021-05-25T01:09:00.000+0000","2021052423","2021-05-24T23:09:00.000+0000","2021052422","2021052421","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-05-24T16:54:00","FM-15","7","0.0",null,"2021-05-24T22:54:00.000+0000","2021052422",38,73,55,27.82,230,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-24T15:55:00","FM-15","7","0.0",null,"2021-05-24T22:55:00.000+0000",7,90,55,28.43,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-25T04:06:00.000+0000","1.0","2021-05-24T21:41:00.000+0000","0.0","2021-05-25T00:24:00.000+0000"],[2,5,30,7,"2021-05-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",1136,1132,-4,0,0,-1,"1100-1159",1451,1450,-1,0,0,-1,"1400-1459",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128849263309,"2021-05-30T18:36:00.000+0000","2021053016","2021-05-30T16:36:00.000+0000","2021053015","2021053014","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-30T08:50:00","FM-15","7","0.0",null,"2021-05-30T15:50:00.000+0000","2021053015",28,84,56,28.37,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-05-30T08:53:00","FM-15","7","0.0",null,"2021-05-30T15:53:00.000+0000",32,57,45,26.53,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-30T20:51:00.000+0000","0.0","2021-05-25T01:09:00.000+0000","0.0","2021-05-25T04:06:00.000+0000"],[2,5,30,7,"2021-05-30 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1536,1546,10,10,0,0,"1500-1559",1652,1700,8,8,0,0,"1600-1659",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",68720096120,"2021-05-30T21:36:00.000+0000","2021053019","2021-05-30T19:36:00.000+0000","2021053018","2021053017","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-05-30T11:53:00","FM-15","7","0.0",null,"2021-05-30T18:53:00.000+0000","2021053018",22,69,48,26.51,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-30T11:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-30T18:50:00.000+0000",34,93,61,28.34,270,3,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-30T23:52:00.000+0000","0.0","2021-05-30T18:36:00.000+0000","0.0","2021-05-30T20:51:00.000+0000"],[2,5,30,7,"2021-05-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1819,1810,-9,0,0,-1,"1800-1859",2015,2001,-14,0,0,-1,"2000-2059",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34361089125,"2021-05-31T01:19:00.000+0000","2021053023","2021-05-30T23:19:00.000+0000","2021053022","2021053021","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-30T15:50:00","FM-15","7","0.0","PO:1 ||DU","2021-05-30T22:50:00.000+0000","2021053022",32,97,62,28.27,250,14,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-05-30T14:53:00","FM-15","7","0.0",null,"2021-05-30T22:53:00.000+0000",50,70,59,29.76,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-31T03:15:00.000+0000","10.0","2021-05-30T21:36:00.000+0000","0.0","2021-05-30T23:52:00.000+0000"],[2,5,30,7,"2021-05-30 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",2100,2051,-9,0,0,-1,"2100-2159",2251,2238,-13,0,0,-1,"2200-2259",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",120260075526,"2021-05-31T04:00:00.000+0000","2021053102","2021-05-31T02:00:00.000+0000","2021053101","2021053100","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-05-30T17:53:00","FM-15","7","0.0",null,"2021-05-31T01:53:00.000+0000","2021053101",50,62,55,29.75,280,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-30T17:47:00","FM-15","7","0.0",null,"2021-05-31T00:47:00.000+0000",30,97,61,28.26,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-05-31T05:51:00.000+0000","0.0","2021-05-31T01:19:00.000+0000","0.0","2021-05-31T03:15:00.000+0000"],[2,5,31,1,"2021-05-31 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1556,1547,-9,0,0,-1,"1500-1559",2210,2226,16,16,1,1,"2200-2259",0,0,1501,7,0,0,16,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8591294847,"2021-05-31T22:56:00.000+0000","2021053120","2021-05-31T20:56:00.000+0000","2021053119","2021053118","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-31T13:50:00","FM-15","7","0.0",null,"2021-05-31T20:50:00.000+0000","2021053120",36,97,63,28.43,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-05-31T15:54:00","FM-15","7","0.0",null,"2021-05-31T20:54:00.000+0000",44,69,56,29.41,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-01T02:10:00.000+0000","0.0","2021-05-31T04:00:00.000+0000","0.0","2021-05-31T05:51:00.000+0000"],[2,5,31,1,"2021-05-31 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2300,2313,13,13,0,0,"2300-2359",2344,2349,5,5,0,0,"2300-2359",0,0,1501,7,0,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",77309417802,"2021-06-01T03:00:00.000+0000","2021060101","2021-06-01T01:00:00.000+0000","2021060100","2021053123","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-05-31T19:54:00","FM-15","7","0.0",null,"2021-06-01T00:54:00.000+0000","2021060100",39,65,52,29.39,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-05-31T18:00:00","FM-15","4","0.0",null,"2021-06-01T01:00:00.000+0000",32,97,null,null,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-01T06:44:00.000+0000","0.0","2021-05-31T22:56:00.000+0000","0.0","2021-06-01T02:10:00.000+0000"],[2,6,2,3,"2021-06-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",810,821,11,11,0,0,"0800-0859",1324,1351,27,27,1,1,"1300-1359",0,0,1452,6,11,0,16,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51540492211,"2021-06-02T15:10:00.000+0000","2021060213","2021-06-02T13:10:00.000+0000","2021060212","2021060211","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-02T05:50:00","FM-15","7","0.0",null,"2021-06-02T12:50:00.000+0000","2021060212",36,75,55,28.42,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-02T06:45:00","FM-15","7","0.0",null,"2021-06-02T12:45:00.000+0000",48,63,55,29.07,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-02T18:24:00.000+0000","13.0","2021-06-01T03:00:00.000+0000","5.0","2021-06-01T06:44:00.000+0000"],[2,6,2,3,"2021-06-02 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1414,1443,29,29,1,1,"1400-1459",1541,1555,14,14,0,0,"1500-1559",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",240518926451,"2021-06-02T19:14:00.000+0000","2021060217","2021-06-02T17:14:00.000+0000","2021060216","2021060215","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-02T10:45:00","FM-15","7","0.0",null,"2021-06-02T16:45:00.000+0000","2021060216",52,73,61,29.03,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-02T09:50:00","FM-15","7","0.0",null,"2021-06-02T16:50:00.000+0000",36,91,61,28.44,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-02T22:41:00.000+0000","11.0","2021-06-02T15:10:00.000+0000","0.0","2021-06-02T18:24:00.000+0000"],[2,6,2,3,"2021-06-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",1629,1658,29,29,1,1,"1600-1659",2120,2215,55,55,1,3,"2100-2159",0,0,1288,6,15,0,26,0,14,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17181146485,"2021-06-02T23:29:00.000+0000","2021060221","2021-06-02T21:29:00.000+0000","2021060220","2021060219","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-02T13:47:00","FM-15","7","0.0",null,"2021-06-02T20:47:00.000+0000","2021060220",34,100,63,28.38,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-06-02T14:52:00","FM-15","7","0.0",null,"2021-06-02T20:52:00.000+0000",51,80,63,29.28,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-03T02:20:00.000+0000","29.0","2021-06-02T19:14:00.000+0000","0.0","2021-06-02T22:41:00.000+0000"],[2,6,2,3,"2021-06-02 00:00:00","G4",20368,"281NV",13367,"MLI","IL",10466,"AZA","AZ",2210,2313,63,63,1,4,"2200-2259",2317,2359,42,42,1,2,"2300-2359",0,0,1288,6,8,0,0,0,34,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",163209074433,"2021-06-03T03:10:00.000+0000","2021060301","2021-06-03T01:10:00.000+0000","2021060300","2021060223","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-06-02T18:52:00","FM-15","7","0.0",null,"2021-06-03T00:52:00.000+0000","2021060300",52,76,62,29.26,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-02T17:50:00","FM-15","7","0.0","PO:1 ||DU","2021-06-03T00:50:00.000+0000",28,102,63,28.29,310,10,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-03T06:17:00.000+0000","29.0","2021-06-02T23:29:00.000+0000","0.0","2021-06-03T02:20:00.000+0000"],[2,6,3,4,"2021-06-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",700,653,-7,0,0,-1,"0700-0759",1153,1200,7,7,0,0,"1100-1159",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249108221092,"2021-06-03T14:00:00.000+0000","2021060312","2021-06-03T12:00:00.000+0000","2021060311","2021060310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-03T04:35:00","FM-15","7","0.0",null,"2021-06-03T11:35:00.000+0000","2021060311",37,76,56,28.38,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-06-03T05:54:00","FM-15","7","0.0",null,"2021-06-03T11:54:00.000+0000",51,63,56,29.22,320,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-03T16:53:00.000+0000","63.0","2021-06-03T03:10:00.000+0000","42.0","2021-06-03T06:17:00.000+0000"],[2,6,3,4,"2021-06-03 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1238,1248,10,10,0,0,"1200-1259",1347,1339,-8,0,0,-1,"1300-1359",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",154618866528,"2021-06-03T17:38:00.000+0000","2021060315","2021-06-03T15:38:00.000+0000","2021060314","2021060313","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-06-03T08:54:00","FM-15","7","0.0",null,"2021-06-03T14:54:00.000+0000","2021060314",55,77,64,29.23,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-03T07:47:00","FM-15","7","0.0",null,"2021-06-03T14:47:00.000+0000",34,82,57,28.44,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-03T20:47:00.000+0000","0.0","2021-06-03T14:00:00.000+0000","0.0","2021-06-03T16:53:00.000+0000"],[2,6,3,4,"2021-06-03 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1437,1435,-2,0,0,-1,"1400-1459",1925,1938,13,13,0,0,"1900-1959",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51539860516,"2021-06-03T21:37:00.000+0000","2021060319","2021-06-03T19:37:00.000+0000","2021060318","2021060317","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-03T11:50:00","FM-15","7","0.0",null,"2021-06-03T18:50:00.000+0000","2021060318",34,97,62,28.42,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-06-03T12:53:00","FM-15","7","0.0",null,"2021-06-03T18:53:00.000+0000",49,95,67,28.73,270,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-04T00:25:00.000+0000","10.0","2021-06-03T17:38:00.000+0000","0.0","2021-06-03T20:47:00.000+0000"],[2,6,3,4,"2021-06-03 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2015,2024,9,9,0,0,"2000-2059",2113,2105,-8,0,0,-1,"2100-2159",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",206159276179,"2021-06-04T01:15:00.000+0000","2021060323","2021-06-03T23:15:00.000+0000","2021060322","2021060321","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-06-03T16:53:00","FM-15","7","0.0",null,"2021-06-03T22:53:00.000+0000","2021060322",49,97,67,28.67,280,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-03T15:50:00","FM-15","7","0.0",null,"2021-06-03T22:50:00.000+0000",32,104,64,28.31,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-04T04:13:00.000+0000","0.0","2021-06-03T21:37:00.000+0000","0.0","2021-06-04T00:25:00.000+0000"],[2,6,4,5,"2021-06-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10713,"BOI","ID",845,847,2,2,0,0,"0800-0859",1146,1154,8,8,0,0,"1100-1159",0,0,749,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720483026,"2021-06-04T15:45:00.000+0000","2021060413","2021-06-04T13:45:00.000+0000","2021060412","2021060411","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-04T05:47:00","FM-15","7","0.0",null,"2021-06-04T12:47:00.000+0000","2021060412",28,79,54,28.45,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-06-04T05:53:00","FM-15","7","0.0",null,"2021-06-04T12:53:00.000+0000",53,67,59,26.91,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-04T17:46:00.000+0000","9.0","2021-06-04T01:15:00.000+0000","0.0","2021-06-04T04:13:00.000+0000"],[2,6,4,5,"2021-06-04 00:00:00","G4",20368,"281NV",10713,"BOI","ID",14908,"SNA","CA",1231,1239,8,8,0,0,"1200-1259",1324,1346,22,22,1,1,"1300-1359",0,0,688,3,0,0,14,0,8,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",111669509704,"2021-06-04T18:31:00.000+0000","2021060416","2021-06-04T16:31:00.000+0000","2021060415","2021060414","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-06-04T08:53:00","FM-15","7","0.0",null,"2021-06-04T15:53:00.000+0000","2021060415",52,75,61,26.95,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-06-04T07:53:00","FM-15","7","0.0",null,"2021-06-04T15:53:00.000+0000",56,67,61,29.88,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-04T20:24:00.000+0000","2.0","2021-06-04T15:45:00.000+0000","0.0","2021-06-04T17:46:00.000+0000"],[2,6,4,5,"2021-06-04 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1414,1428,14,14,0,0,"1400-1459",1650,1710,20,20,1,1,"1600-1659",0,0,565,3,0,0,6,0,14,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",171799490668,"2021-06-04T21:14:00.000+0000","2021060419","2021-06-04T19:14:00.000+0000","2021060418","2021060417","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-06-04T10:53:00","FM-15","7","0.0",null,"2021-06-04T18:53:00.000+0000","2021060418",56,70,62,29.93,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-04T11:56:00","FM-15","7","0.0",null,"2021-06-04T18:56:00.000+0000",45,89,62,25.43,270,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-04T22:50:00.000+0000","8.0","2021-06-04T18:31:00.000+0000","0.0","2021-06-04T20:24:00.000+0000"],[2,6,4,5,"2021-06-04 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1735,1745,10,10,0,0,"1700-1759",1803,1814,11,11,0,0,"1800-1859",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",206158809970,"2021-06-04T23:35:00.000+0000","2021060421","2021-06-04T21:35:00.000+0000","2021060420","2021060419","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-04T13:56:00","FM-15","7","0.0",null,"2021-06-04T20:56:00.000+0000","2021060420",36,95,61,25.38,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-04T13:50:00","FM-15","7","0.0",null,"2021-06-04T20:50:00.000+0000",28,97,61,28.39,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-05T01:03:00.000+0000","14.0","2021-06-04T21:14:00.000+0000","0.0","2021-06-04T22:50:00.000+0000"],[2,6,5,6,"2021-06-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",800,800,0,0,0,0,"0800-0859",1253,1308,15,15,1,1,"1200-1259",0,0,1312,6,0,0,15,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231928362740,"2021-06-05T15:00:00.000+0000","2021060513","2021-06-05T13:00:00.000+0000","2021060512","2021060511","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-05T05:50:00","FM-15","7","0.0",null,"2021-06-05T12:50:00.000+0000","2021060512",25,77,52,28.43,100,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-06-05T06:54:00","FM-15","7","0.0",null,"2021-06-05T12:54:00.000+0000",61,72,65,29.26,220,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-05T17:53:00.000+0000","10.0","2021-06-04T23:35:00.000+0000","11.0","2021-06-05T01:03:00.000+0000"],[2,6,5,6,"2021-06-05 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1338,1354,16,16,1,1,"1300-1359",1447,1459,12,12,0,0,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",103079602531,"2021-06-05T18:38:00.000+0000","2021060516","2021-06-05T16:38:00.000+0000","2021060515","2021060514","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-06-05T09:54:00","FM-15","7","0.0",null,"2021-06-05T15:54:00.000+0000","2021060515",63,83,70,29.23,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-05T08:50:00","FM-15","7","0.0",null,"2021-06-05T15:50:00.000+0000",28,90,58,28.44,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-05T21:47:00.000+0000","0.0","2021-06-05T15:00:00.000+0000","0.0","2021-06-05T17:53:00.000+0000"],[2,6,5,6,"2021-06-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1537,1608,31,31,1,2,"1500-1559",2051,2141,50,50,1,3,"2000-2059",0,0,1452,6,19,0,19,0,12,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128850289381,"2021-06-05T22:37:00.000+0000","2021060520","2021-06-05T20:37:00.000+0000","2021060519","2021060518","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-05T12:50:00","FM-15","7","0.0",null,"2021-06-05T19:50:00.000+0000","2021060519",27,97,61,28.39,260,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-05T13:45:00","FM-15","7","0.0",null,"2021-06-05T19:45:00.000+0000",61,90,71,28.77,230,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-06T01:51:00.000+0000","16.0","2021-06-05T18:38:00.000+0000","0.0","2021-06-05T21:47:00.000+0000"],[2,6,5,6,"2021-06-05 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",2141,2232,51,51,1,3,"2100-2159",2308,2345,37,37,1,2,"2300-2359",0,0,1452,6,1,0,0,0,36,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",249108410992,"2021-06-06T02:41:00.000+0000","2021060600","2021-06-06T00:41:00.000+0000","2021060523","2021060522","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-05T17:45:00","FM-15","7","0.0",null,"2021-06-05T23:45:00.000+0000","2021060523",57,88,68,28.77,230,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-05T16:55:00","FM-15","7","0.0","PO:1 ||DU","2021-06-05T23:55:00.000+0000",30,106,64,28.29,240,22,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-06T06:08:00.000+0000","31.0","2021-06-05T22:37:00.000+0000","0.0","2021-06-06T01:51:00.000+0000"],[2,6,6,7,"2021-06-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",600,557,-3,0,0,-1,"0600-0659",756,743,-13,0,0,-1,"0700-0759",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569799116,"2021-06-06T13:00:00.000+0000","2021060611","2021-06-06T11:00:00.000+0000","2021060610","2021060609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-06T03:55:00","FM-15","7","0.0",null,"2021-06-06T10:55:00.000+0000","2021060610",29,76,53,28.36,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-06T02:53:00","FM-15","7","0.0",null,"2021-06-06T10:53:00.000+0000",48,56,52,29.72,250,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-06T14:56:00.000+0000","51.0","2021-06-06T02:41:00.000+0000","37.0","2021-06-06T06:08:00.000+0000"],[2,6,6,7,"2021-06-06 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",841,835,-6,0,0,-1,"0800-0859",1032,1030,-2,0,0,-1,"1000-1059",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",188979203886,"2021-06-06T15:41:00.000+0000","2021060613","2021-06-06T13:41:00.000+0000","2021060612","2021060611","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-06T04:53:00","FM-15","7","0.0",null,"2021-06-06T12:53:00.000+0000","2021060612",48,55,51,29.73,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-06T05:50:00","FM-15","7","0.0",null,"2021-06-06T12:50:00.000+0000",28,75,52,28.38,110,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-06T17:32:00.000+0000","0.0","2021-06-06T13:00:00.000+0000","0.0","2021-06-06T14:56:00.000+0000"],[2,6,6,7,"2021-06-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1122,1117,-5,0,0,-1,"1100-1159",1547,1540,-7,0,0,-1,"1500-1559",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163208807655,"2021-06-06T18:22:00.000+0000","2021060616","2021-06-06T16:22:00.000+0000","2021060615","2021060614","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-06T08:50:00","FM-15","7","0.0",null,"2021-06-06T15:50:00.000+0000","2021060615",30,90,59,28.42,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-06T09:53:00","FM-15","7","0.1",null,"2021-06-06T15:53:00.000+0000",75,84,78,29.79,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-06T20:47:00.000+0000","0.0","2021-06-06T15:41:00.000+0000","0.0","2021-06-06T17:32:00.000+0000"],[2,6,6,7,"2021-06-06 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1632,1628,-4,0,0,-1,"1600-1659",1711,1658,-13,0,0,-1,"1700-1759",0,0,998,4,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",146029394168,"2021-06-06T21:32:00.000+0000","2021060619","2021-06-06T19:32:00.000+0000","2021060618","2021060617","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-06T12:53:00","FM-15","7","0.0",null,"2021-06-06T18:53:00.000+0000","2021060618",72,90,77,29.74,150,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-06T11:50:00","FM-15","7","0.0","PO:1 ||DU","2021-06-06T18:50:00.000+0000",36,99,64,28.39,190,15,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-07T00:11:00.000+0000","0.0","2021-06-06T18:22:00.000+0000","0.0","2021-06-06T20:47:00.000+0000"],[2,6,6,7,"2021-06-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",1757,1805,8,8,0,0,"1700-1759",2119,2120,1,1,0,0,"2100-2159",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080543536,"2021-06-07T00:57:00.000+0000","2021060622","2021-06-06T22:57:00.000+0000","2021060621","2021060620","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-06T14:50:00","FM-15","7","0.0","PO:1 ||DU","2021-06-06T21:50:00.000+0000","2021060621",30,102,63,28.3,220,13,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-06T15:53:00","FM-15","7","0.0",null,"2021-06-06T22:53:00.000+0000",33,61,47,26.48,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-07T03:19:00.000+0000","0.0","2021-06-06T21:32:00.000+0000","0.0","2021-06-07T00:11:00.000+0000"],[2,6,6,7,"2021-06-06 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",2204,2221,17,17,1,1,"2200-2259",2331,2338,7,7,0,0,"2300-2359",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",206158963679,"2021-06-07T04:04:00.000+0000","2021060702","2021-06-07T02:04:00.000+0000","2021060701","2021060700","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-06T18:53:00","FM-15","7","0.0",null,"2021-06-07T01:53:00.000+0000","2021060701",28,60,45,26.5,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-06T18:54:00","FM-15","7","0.0",null,"2021-06-07T01:54:00.000+0000",null,null,null,28.49,110,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-07T06:31:00.000+0000","8.0","2021-06-07T00:57:00.000+0000","0.0","2021-06-07T03:19:00.000+0000"],[2,6,7,1,"2021-06-07 00:00:00","G4",20368,"281NV",12892,"LAX","CA",13871,"OMA","NE",800,752,-8,0,0,-1,"0800-0859",1303,1251,-12,0,0,-1,"1300-1359",0,0,1330,6,0,0,0,0,0,2021,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",214749256767,"2021-06-07T15:00:00.000+0000","2021060713","2021-06-07T13:00:00.000+0000","2021060712","2021060711","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-06-07T04:53:00","FM-15","7","0.0",null,"2021-06-07T12:53:00.000+0000","2021060712",53,60,56,29.54,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-06-07T06:52:00","FM-15","7","0.0",null,"2021-06-07T12:52:00.000+0000",66,73,68,28.78,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-07T18:03:00.000+0000","17.0","2021-06-07T04:04:00.000+0000","7.0","2021-06-07T06:31:00.000+0000"],[2,6,7,1,"2021-06-07 00:00:00","G4",20368,"281NV",13871,"OMA","NE",12892,"LAX","CA",1353,1350,-3,0,0,-1,"1300-1359",1515,1508,-7,0,0,-1,"1500-1559",0,0,1330,6,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",34360331447,"2021-06-07T18:53:00.000+0000","2021060716","2021-06-07T16:53:00.000+0000","2021060715","2021060714","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-06-07T10:52:00","FM-15","7","0.0",null,"2021-06-07T16:52:00.000+0000","2021060716",64,86,71,28.81,180,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-06-07T08:53:00","FM-15","7","0.0",null,"2021-06-07T16:53:00.000+0000",55,60,57,29.6,130,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-07T22:15:00.000+0000","0.0","2021-06-07T15:00:00.000+0000","0.0","2021-06-07T18:03:00.000+0000"],[2,6,7,1,"2021-06-07 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1414,2036,382,382,1,12,"1400-1459",1650,2307,377,377,1,12,"1600-1659",0,0,565,3,377,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",42949693365,"2021-06-07T21:14:00.000+0000","2021060719","2021-06-07T19:14:00.000+0000","2021060718","2021060717","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-06-07T11:08:00","FM-16","7","0.0",null,"2021-06-07T19:08:00.000+0000","2021060719",54,64,58,29.9,190,11,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-07T11:56:00","FM-15","7","0.0",null,"2021-06-07T18:56:00.000+0000",29,87,56,25.28,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-07T22:50:00.000+0000","0.0","2021-06-07T18:53:00.000+0000","0.0","2021-06-07T22:15:00.000+0000"],[2,6,7,1,"2021-06-07 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1735,26,411,411,1,12,"1700-1759",1803,57,414,414,1,12,"1800-1859",0,0,477,2,34,0,3,0,377,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",34360832943,"2021-06-07T23:35:00.000+0000","2021060721","2021-06-07T21:35:00.000+0000","2021060720","2021060719","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-07T13:56:00","FM-15","7","0.0",null,"2021-06-07T20:56:00.000+0000","2021060720",30,90,58,25.25,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-07T13:50:00","FM-15","7","0.0","PO:1 ||DU","2021-06-07T20:50:00.000+0000",25,99,61,28.34,170,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-08T01:03:00.000+0000","382.0","2021-06-07T21:14:00.000+0000","0.0","2021-06-07T22:50:00.000+0000"],[2,6,10,4,"2021-06-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",640,637,-3,0,0,-1,"0600-0659",1108,1104,-4,0,0,-1,"1100-1159",0,0,1066,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163210079071,"2021-06-10T13:40:00.000+0000","2021061011","2021-06-10T11:40:00.000+0000","2021061010","2021061009","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-10T04:35:00","FM-15","7","0.0",null,"2021-06-10T11:35:00.000+0000","2021061011",27,71,50,28.48,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-06-10T04:52:00","FM-15","7","0.0",null,"2021-06-10T10:52:00.000+0000",69,70,69,28.62,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-10T16:08:00.000+0000","411.0","2021-06-07T23:35:00.000+0000","414.0","2021-06-08T01:03:00.000+0000"],[2,6,10,4,"2021-06-10 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",1153,1155,2,2,0,0,"1100-1159",1236,1233,-3,0,0,-1,"1200-1259",0,0,1066,5,0,0,0,0,0,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",51540025757,"2021-06-10T16:53:00.000+0000","2021061014","2021-06-10T14:53:00.000+0000","2021061013","2021061012","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-06-10T08:52:00","FM-15","7","0.0",null,"2021-06-10T14:52:00.000+0000","2021061014",71,82,74,28.62,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-10T07:50:00","FM-15","7","0.0",null,"2021-06-10T14:50:00.000+0000",28,81,55,28.51,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-10T19:36:00.000+0000","0.0","2021-06-10T13:40:00.000+0000","0.0","2021-06-10T16:08:00.000+0000"],[2,6,10,4,"2021-06-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1326,1324,-2,0,0,-1,"1300-1359",1751,1754,3,3,0,0,"1700-1759",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518926448,"2021-06-10T20:26:00.000+0000","2021061018","2021-06-10T18:26:00.000+0000","2021061017","2021061016","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-10T10:47:00","FM-15","7","0.0",null,"2021-06-10T17:47:00.000+0000","2021061017",28,90,58,28.5,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-10T11:53:00","FM-15","7","0.0",null,"2021-06-10T17:53:00.000+0000",74,91,79,29.91,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-10T22:51:00.000+0000","2.0","2021-06-10T16:53:00.000+0000","0.0","2021-06-10T19:36:00.000+0000"],[2,6,10,4,"2021-06-10 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1836,1931,55,55,1,3,"1800-1859",1915,1951,36,36,1,2,"1900-1959",0,0,998,4,0,0,36,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",111669355338,"2021-06-10T23:36:00.000+0000","2021061021","2021-06-10T21:36:00.000+0000","2021061020","2021061019","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-10T14:53:00","FM-15","7","0.0",null,"2021-06-10T20:53:00.000+0000","2021061020",76,91,80,29.87,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-10T13:50:00","FM-15","7","0.0",null,"2021-06-10T20:50:00.000+0000",34,97,62,28.46,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T02:15:00.000+0000","0.0","2021-06-10T20:26:00.000+0000","0.0","2021-06-10T22:51:00.000+0000"],[2,6,10,4,"2021-06-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",2000,2049,49,49,1,3,"2000-2059",2225,2311,46,46,1,3,"2200-2259",0,0,477,2,13,0,0,0,33,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180124094,"2021-06-11T03:00:00.000+0000","2021061101","2021-06-11T01:00:00.000+0000","2021061100","2021061023","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-10T17:55:00","FM-15","7","0.0","PO:1 ||DU","2021-06-11T00:55:00.000+0000","2021061100",34,99,63,28.36,230,9,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-10T17:56:00","FM-15","7","0.0",null,"2021-06-11T00:56:00.000+0000",20,67,46,25.56,340,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T04:25:00.000+0000","55.0","2021-06-10T23:36:00.000+0000","0.0","2021-06-11T02:15:00.000+0000"],[2,6,10,4,"2021-06-10 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2310,2350,40,40,1,2,"2300-2359",2338,18,40,40,1,2,"2300-2359",0,0,477,2,0,0,0,0,40,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",111669475046,"2021-06-11T05:10:00.000+0000","2021061103","2021-06-11T03:10:00.000+0000","2021061102","2021061101","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-10T19:56:00","FM-15","7","0.0",null,"2021-06-11T02:56:00.000+0000","2021061102",20,63,44,25.58,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-10T19:47:00","FM-15","7","0.0",null,"2021-06-11T02:47:00.000+0000",34,93,61,28.37,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T06:38:00.000+0000","49.0","2021-06-11T03:00:00.000+0000","0.0","2021-06-11T04:25:00.000+0000"],[2,6,11,5,"2021-06-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",640,631,-9,0,0,-1,"0600-0659",950,930,-20,0,0,-2,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85899542155,"2021-06-11T13:40:00.000+0000","2021061111","2021-06-11T11:40:00.000+0000","2021061110","2021061109","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-11T04:35:00","FM-15","7","0.0",null,"2021-06-11T11:35:00.000+0000","2021061111",25,71,50,28.39,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-11T03:52:00","FM-15","7","0.0",null,"2021-06-11T10:52:00.000+0000",41,59,50,26.63,330,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T15:50:00.000+0000","40.0","2021-06-11T05:10:00.000+0000","40.0","2021-06-11T06:38:00.000+0000"],[2,6,11,5,"2021-06-11 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1035,1035,0,0,0,0,"1000-1059",1150,1154,4,4,0,0,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",51540960996,"2021-06-11T16:35:00.000+0000","2021061114","2021-06-11T14:35:00.000+0000","2021061113","2021061112","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-11T06:52:00","FM-15","7","0.0",null,"2021-06-11T13:52:00.000+0000","2021061113",36,62,49,26.67,320,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-11T06:50:00","FM-15","7","0.0",null,"2021-06-11T13:50:00.000+0000",25,73,51,28.51,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T18:50:00.000+0000","0.0","2021-06-11T13:40:00.000+0000","0.0","2021-06-11T15:50:00.000+0000"],[2,6,11,5,"2021-06-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1240,1239,-1,0,0,-1,"1200-1259",1505,1507,2,2,0,0,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128849123987,"2021-06-11T19:40:00.000+0000","2021061117","2021-06-11T17:40:00.000+0000","2021061116","2021061115","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-11T09:50:00","FM-15","7","0.0",null,"2021-06-11T16:50:00.000+0000","2021061116",23,90,57,28.43,250,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-11T09:56:00","FM-15","7","0.0",null,"2021-06-11T16:56:00.000+0000",29,60,45,25.58,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T21:05:00.000+0000","0.0","2021-06-11T16:35:00.000+0000","0.0","2021-06-11T18:50:00.000+0000"],[2,6,11,5,"2021-06-11 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1550,1544,-6,0,0,-1,"1500-1559",1618,1609,-9,0,0,-1,"1600-1659",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",197568518288,"2021-06-11T21:50:00.000+0000","2021061119","2021-06-11T19:50:00.000+0000","2021061118","2021061117","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-11T11:56:00","FM-15","7","0.0",null,"2021-06-11T18:56:00.000+0000","2021061118",25,68,48,25.56,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-11T12:48:00","FM-15","7","0.0",null,"2021-06-11T19:48:00.000+0000",19,99,60,28.39,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-11T23:18:00.000+0000","0.0","2021-06-11T19:40:00.000+0000","0.0","2021-06-11T21:05:00.000+0000"],[2,6,11,5,"2021-06-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1708,1704,-4,0,0,-1,"1700-1759",1932,1931,-1,0,0,-1,"1900-1959",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519225918,"2021-06-12T00:08:00.000+0000","2021061122","2021-06-11T22:08:00.000+0000","2021061121","2021061120","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-11T14:50:00","FM-15","7","0.0",null,"2021-06-11T21:50:00.000+0000","2021061121",19,100,60,28.35,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-11T13:56:00","FM-15","7","0.0",null,"2021-06-11T21:56:00.000+0000",39,64,51,26.76,190,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-12T02:32:00.000+0000","0.0","2021-06-11T21:50:00.000+0000","0.0","2021-06-11T23:18:00.000+0000"],[2,6,11,5,"2021-06-11 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",2022,2029,7,7,0,0,"2000-2059",2244,2252,8,8,0,0,"2200-2259",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",231929188703,"2021-06-12T03:22:00.000+0000","2021061201","2021-06-12T01:22:00.000+0000","2021061200","2021061123","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-11T16:56:00","FM-15","7","0.03","RA:02 |RA |RA","2021-06-12T00:56:00.000+0000","2021061200",47,56,51,26.8,180,9,6,"RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-11T17:50:00","FM-15","7","0.0",null,"2021-06-12T00:50:00.000+0000",16,102,60,28.31,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-12T05:44:00.000+0000","0.0","2021-06-12T00:08:00.000+0000","0.0","2021-06-12T02:32:00.000+0000"],[2,6,12,6,"2021-06-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",800,750,-10,0,0,-1,"0800-0859",1252,1236,-16,0,0,-2,"1200-1259",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569799119,"2021-06-12T15:00:00.000+0000","2021061213","2021-06-12T13:00:00.000+0000","2021061212","2021061211","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-12T05:47:00","FM-15","7","0.0",null,"2021-06-12T12:47:00.000+0000","2021061212",14,68,46,28.36,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-06-12T06:54:00","FM-15","7","0.0",null,"2021-06-12T12:54:00.000+0000",71,80,74,29.15,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-12T17:52:00.000+0000","7.0","2021-06-12T03:22:00.000+0000","8.0","2021-06-12T05:44:00.000+0000"],[2,6,12,6,"2021-06-12 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1337,1332,-5,0,0,-1,"1300-1359",1444,1427,-17,0,0,-2,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",171798712177,"2021-06-12T18:37:00.000+0000","2021061216","2021-06-12T16:37:00.000+0000","2021061215","2021061214","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-06-12T09:54:00","FM-15","7","0.0",null,"2021-06-12T15:54:00.000+0000","2021061215",71,91,77,29.17,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-12T08:50:00","FM-15","7","0.0",null,"2021-06-12T15:50:00.000+0000",18,86,55,28.39,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-12T21:44:00.000+0000","0.0","2021-06-12T15:00:00.000+0000","0.0","2021-06-12T17:52:00.000+0000"],[2,6,12,6,"2021-06-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1534,1530,-4,0,0,-1,"1500-1559",2048,2043,-5,0,0,-1,"2000-2059",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77310722802,"2021-06-12T22:34:00.000+0000","2021061220","2021-06-12T20:34:00.000+0000","2021061219","2021061218","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-12T12:47:00","FM-15","7","0.0",null,"2021-06-12T19:47:00.000+0000","2021061219",16,102,60,28.35,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-12T13:45:00","FM-15","7","0.0",null,"2021-06-12T19:45:00.000+0000",55,82,65,28.89,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-13T01:48:00.000+0000","0.0","2021-06-12T18:37:00.000+0000","0.0","2021-06-12T21:44:00.000+0000"],[2,6,12,6,"2021-06-12 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",2138,2143,5,5,0,0,"2100-2159",2305,2311,6,6,0,0,"2300-2359",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",51540201025,"2021-06-13T02:38:00.000+0000","2021061300","2021-06-13T00:38:00.000+0000","2021061223","2021061222","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-12T16:45:00","FM-15","7","0.0",null,"2021-06-12T22:45:00.000+0000","2021061222",48,82,62,28.9,310,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-12T16:50:00","FM-15","7","0.0",null,"2021-06-12T23:50:00.000+0000",12,108,62,28.3,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-13T06:05:00.000+0000","0.0","2021-06-12T22:34:00.000+0000","0.0","2021-06-13T01:48:00.000+0000"],[2,6,13,7,"2021-06-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",600,611,11,11,0,0,"0600-0659",756,804,8,8,0,0,"0700-0759",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180158664,"2021-06-13T13:00:00.000+0000","2021061311","2021-06-13T11:00:00.000+0000","2021061310","2021061309","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-13T03:55:00","FM-15","7","0.0",null,"2021-06-13T10:55:00.000+0000","2021061310",11,74,48,28.32,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-13T02:53:00","FM-15","7","0.0","BR:1 ||","2021-06-13T10:53:00.000+0000",57,60,58,29.83,0,0,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-13T14:56:00.000+0000","5.0","2021-06-13T02:38:00.000+0000","6.0","2021-06-13T06:05:00.000+0000"],[2,6,13,7,"2021-06-13 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",841,849,8,8,0,0,"0800-0859",1032,1045,13,13,0,0,"1000-1059",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",206159548636,"2021-06-13T15:41:00.000+0000","2021061313","2021-06-13T13:41:00.000+0000","2021061312","2021061311","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-13T04:53:00","FM-15","7","0.0","BR:1 ||","2021-06-13T12:53:00.000+0000","2021061312",57,60,58,29.83,250,6,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-13T05:50:00","FM-15","7","0.0",null,"2021-06-13T12:50:00.000+0000",18,73,49,28.36,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-13T17:32:00.000+0000","11.0","2021-06-13T13:00:00.000+0000","0.0","2021-06-13T14:56:00.000+0000"],[2,6,13,7,"2021-06-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1122,1130,8,8,0,0,"1100-1159",1547,1554,7,7,0,0,"1500-1559",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34360329810,"2021-06-13T18:22:00.000+0000","2021061316","2021-06-13T16:22:00.000+0000","2021061315","2021061314","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-13T08:50:00","FM-15","7","0.0",null,"2021-06-13T15:50:00.000+0000","2021061315",18,91,57,28.41,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-13T09:53:00","FM-15","7","0.0",null,"2021-06-13T15:53:00.000+0000",73,90,78,29.91,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-13T20:47:00.000+0000","8.0","2021-06-13T15:41:00.000+0000","0.0","2021-06-13T17:32:00.000+0000"],[2,6,13,7,"2021-06-13 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1632,2106,274,274,1,12,"1600-1659",1711,2129,258,258,1,12,"1700-1759",0,0,998,4,258,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",51539860512,"2021-06-13T21:32:00.000+0000","2021061319","2021-06-13T19:32:00.000+0000","2021061318","2021061317","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-13T12:53:00","FM-15","7","0.0",null,"2021-06-13T18:53:00.000+0000","2021061318",70,95,77,29.88,280,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-13T11:50:00","FM-15","7","0.0",null,"2021-06-13T18:50:00.000+0000",21,104,62,28.39,290,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-14T00:11:00.000+0000","8.0","2021-06-13T18:22:00.000+0000","0.0","2021-06-13T20:47:00.000+0000"],[2,6,13,7,"2021-06-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15008,"STC","MN",2358,102,64,64,1,4,"2300-2359",510,628,78,78,1,5,"0001-0559",0,0,1259,6,64,0,14,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163209479680,"2021-06-14T06:58:00.000+0000","2021061404","2021-06-14T04:58:00.000+0000","2021061403","2021061402","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-13T21:55:00","FM-15","7","0.0",null,"2021-06-14T04:55:00.000+0000","2021061404",27,95,60,28.34,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-06-13T22:53:00","FM-15","7","0.0",null,"2021-06-14T04:53:00.000+0000",48,64,55,28.94,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-14T10:10:00.000+0000","274.0","2021-06-13T21:32:00.000+0000","258.0","2021-06-14T00:11:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",15008,"STC","MN",10466,"AZA","AZ",600,718,78,78,1,5,"0600-0659",715,823,68,68,1,4,"0700-0759",0,0,1259,6,68,0,0,0,0,2021,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago",223338804256,"2021-06-14T11:00:00.000+0000","2021061409","2021-06-14T09:00:00.000+0000","2021061408","2021061407","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-06-14T02:53:00","FM-15","7","0.0",null,"2021-06-14T08:53:00.000+0000","2021061408",49,55,52,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-14T01:50:00","FM-15","7","0.0",null,"2021-06-14T08:50:00.000+0000",32,82,56,28.36,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-14T14:15:00.000+0000","64.0","2021-06-14T06:58:00.000+0000","0.0","2021-06-14T10:10:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",830,1032,122,122,1,8,"0800-0859",1058,1329,151,151,1,10,"1000-1059",0,0,477,2,83,0,29,0,39,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109305963,"2021-06-14T15:30:00.000+0000","2021061413","2021-06-14T13:30:00.000+0000","2021061412","2021061411","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-14T05:50:00","FM-15","7","0.0",null,"2021-06-14T12:50:00.000+0000","2021061412",23,73,50,28.39,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-14T05:56:00","FM-15","7","0.0",null,"2021-06-14T12:56:00.000+0000",26,64,46,25.53,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-14T16:58:00.000+0000","78.0","2021-06-14T11:00:00.000+0000","0.0","2021-06-14T14:15:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",14314,"PVU","UT",14908,"SNA","CA",1148,1417,149,149,1,9,"1100-1159",1229,1453,144,144,1,9,"1200-1259",0,0,565,3,10,0,19,0,115,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",188978748086,"2021-06-14T17:48:00.000+0000","2021061415","2021-06-14T15:48:00.000+0000","2021061414","2021061413","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-14T07:56:00","FM-15","7","0.0",null,"2021-06-14T14:56:00.000+0000","2021061414",31,75,52,25.56,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-06-14T07:10:00","FM-16","7","0.0",null,"2021-06-14T15:10:00.000+0000",60,66,62,29.87,200,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-14T19:29:00.000+0000","122.0","2021-06-14T15:30:00.000+0000","0.0","2021-06-14T16:58:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",14908,"SNA","CA",10713,"BOI","ID",1314,1541,147,147,1,9,"1300-1359",1605,1830,145,145,1,9,"1600-1659",0,0,688,3,1,0,0,0,144,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",111669846021,"2021-06-14T20:14:00.000+0000","2021061418","2021-06-14T18:14:00.000+0000","2021061417","2021061416","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-06-14T09:53:00","FM-15","7","0.0",null,"2021-06-14T17:53:00.000+0000","2021061417",60,80,67,29.85,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-06-14T10:53:00","FM-15","7","0.0",null,"2021-06-14T17:53:00.000+0000",48,84,62,26.98,null,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-14T22:05:00.000+0000","149.0","2021-06-14T17:48:00.000+0000","0.0","2021-06-14T19:29:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",10713,"BOI","ID",10466,"AZA","AZ",1650,1911,141,141,1,9,"1600-1659",1745,2010,145,145,1,9,"1700-1759",0,0,749,3,141,0,4,0,0,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",60130524154,"2021-06-14T22:50:00.000+0000","2021061420","2021-06-14T20:50:00.000+0000","2021061419","2021061418","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-06-14T12:53:00","FM-15","7","0.0",null,"2021-06-14T19:53:00.000+0000","2021061419",41,89,61,26.95,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-14T12:47:00","FM-15","7","0.0",null,"2021-06-14T19:47:00.000+0000",30,106,64,28.39,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T00:45:00.000+0000","147.0","2021-06-14T20:14:00.000+0000","0.0","2021-06-14T22:05:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",1830,2107,157,157,1,10,"1800-1859",2243,128,165,165,1,11,"2200-2259",0,0,905,4,0,0,20,0,145,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214748398232,"2021-06-15T01:30:00.000+0000","2021061423","2021-06-14T23:30:00.000+0000","2021061422","2021061421","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-14T15:47:00","FM-15","7","0.0",null,"2021-06-14T22:47:00.000+0000","2021061422",32,109,66,28.32,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-06-14T16:53:00","FM-15","7","0.0",null,"2021-06-14T22:53:00.000+0000",55,99,70,28.06,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T03:43:00.000+0000","141.0","2021-06-14T22:50:00.000+0000","0.0","2021-06-15T00:45:00.000+0000"],[2,6,14,1,"2021-06-14 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2328,211,163,163,1,10,"2300-2359",2344,220,156,156,1,10,"2300-2359",0,0,905,4,0,0,0,0,156,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",34359944412,"2021-06-15T04:28:00.000+0000","2021061502","2021-06-15T02:28:00.000+0000","2021061501","2021061500","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-06-14T19:53:00","FM-15","7","0.0",null,"2021-06-15T01:53:00.000+0000","2021061501",63,88,71,28.08,70,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-14T18:50:00","FM-15","7","0.0",null,"2021-06-15T01:50:00.000+0000",28,108,65,28.27,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T06:44:00.000+0000","157.0","2021-06-15T01:30:00.000+0000","0.0","2021-06-15T03:43:00.000+0000"],[2,6,15,2,"2021-06-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",700,651,-9,0,0,-1,"0700-0759",1007,954,-13,0,0,-1,"1000-1059",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",769254,"2021-06-15T14:00:00.000+0000","2021061512","2021-06-15T12:00:00.000+0000","2021061511","2021061510","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-15T04:55:00","FM-15","7","0.0",null,"2021-06-15T11:55:00.000+0000","2021061511",30,81,55,28.36,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-06-15T04:53:00","FM-15","7","0.0",null,"2021-06-15T11:53:00.000+0000",53,67,59,26.31,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T16:07:00.000+0000","163.0","2021-06-15T04:28:00.000+0000","156.0","2021-06-15T06:44:00.000+0000"],[2,6,15,2,"2021-06-15 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1052,1040,-12,0,0,-1,"1000-1059",1204,1201,-3,0,0,-1,"1200-1259",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",171799303020,"2021-06-15T16:52:00.000+0000","2021061514","2021-06-15T14:52:00.000+0000","2021061513","2021061512","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-06-15T06:53:00","FM-15","7","0.0",null,"2021-06-15T13:53:00.000+0000","2021061513",53,72,61,26.31,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-15T06:47:00","FM-15","7","0.0",null,"2021-06-15T13:47:00.000+0000",34,84,58,28.4,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T19:04:00.000+0000","0.0","2021-06-15T14:00:00.000+0000","0.0","2021-06-15T16:07:00.000+0000"],[2,6,15,2,"2021-06-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1249,1244,-5,0,0,-1,"1200-1259",1514,1506,-8,0,0,-1,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111669507004,"2021-06-15T19:49:00.000+0000","2021061517","2021-06-15T17:49:00.000+0000","2021061516","2021061515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-15T09:55:00","FM-15","7","0.0",null,"2021-06-15T16:55:00.000+0000","2021061516",45,99,67,28.4,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-15T09:56:00","FM-15","7","0.0",null,"2021-06-15T16:56:00.000+0000",40,87,60,25.56,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T21:14:00.000+0000","0.0","2021-06-15T16:52:00.000+0000","0.0","2021-06-15T19:04:00.000+0000"],[2,6,15,2,"2021-06-15 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1559,1558,-1,0,0,-1,"1500-1559",1627,1632,5,5,0,0,"1600-1659",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",171799303014,"2021-06-15T21:59:00.000+0000","2021061519","2021-06-15T19:59:00.000+0000","2021061518","2021061517","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-15T12:56:00","FM-15","7","0.0",null,"2021-06-15T19:56:00.000+0000","2021061519",30,99,61,25.52,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-15T12:50:00","FM-15","7","0.0",null,"2021-06-15T19:50:00.000+0000",41,108,68,28.35,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-15T23:27:00.000+0000","0.0","2021-06-15T19:49:00.000+0000","0.0","2021-06-15T21:14:00.000+0000"],[2,6,16,3,"2021-06-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",807,800,-7,0,0,-1,"0800-0859",1238,1250,12,12,0,0,"1200-1259",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029178222,"2021-06-16T15:07:00.000+0000","2021061613","2021-06-16T13:07:00.000+0000","2021061612","2021061611","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-16T05:47:00","FM-15","7","0.0",null,"2021-06-16T12:47:00.000+0000","2021061612",45,86,62,28.44,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-06-16T06:56:00","FM-15","7","0.0",null,"2021-06-16T12:56:00.000+0000",53,73,61,28.49,140,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-16T17:38:00.000+0000","0.0","2021-06-15T21:59:00.000+0000","5.0","2021-06-15T23:27:00.000+0000"],[2,6,16,3,"2021-06-16 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1323,1357,34,34,1,2,"1300-1359",1402,1426,24,24,1,1,"1400-1459",0,0,1072,5,22,0,2,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",51540201028,"2021-06-16T18:23:00.000+0000","2021061616","2021-06-16T16:23:00.000+0000","2021061615","2021061614","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-06-16T09:56:00","FM-15","7","0.0",null,"2021-06-16T15:56:00.000+0000","2021061615",56,84,67,28.45,150,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-16T08:50:00","FM-15","7","0.0",null,"2021-06-16T15:50:00.000+0000",45,97,66,28.46,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-16T21:02:00.000+0000","0.0","2021-06-16T15:07:00.000+0000","0.0","2021-06-16T17:38:00.000+0000"],[2,6,16,3,"2021-06-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",1447,1533,46,46,1,3,"1400-1459",2001,2103,62,62,1,4,"2000-2059",0,0,1452,6,22,0,16,0,24,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929015026,"2021-06-16T21:47:00.000+0000","2021061619","2021-06-16T19:47:00.000+0000","2021061618","2021061617","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-16T11:55:00","FM-15","7","0.0",null,"2021-06-16T18:55:00.000+0000","2021061618",45,106,69,28.43,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-16T13:45:00","FM-15","7","0.0",null,"2021-06-16T19:45:00.000+0000",37,75,55,29.11,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-17T01:01:00.000+0000","34.0","2021-06-16T18:23:00.000+0000","0.0","2021-06-16T21:02:00.000+0000"],[2,6,16,3,"2021-06-16 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",2051,2151,60,60,1,4,"2000-2059",2218,2308,50,50,1,3,"2200-2259",0,0,1452,6,0,0,0,0,50,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",257698561232,"2021-06-17T01:51:00.000+0000","2021061623","2021-06-16T23:51:00.000+0000","2021061622","2021061621","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-06-16T16:45:00","FM-15","7","0.0",null,"2021-06-16T22:45:00.000+0000","2021061622",39,75,56,29.06,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-16T16:50:00","FM-15","7","0.0",null,"2021-06-16T23:50:00.000+0000",43,111,69,28.29,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-17T05:18:00.000+0000","46.0","2021-06-16T21:47:00.000+0000","0.0","2021-06-17T01:01:00.000+0000"],[2,6,17,4,"2021-06-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",610,607,-3,0,0,-1,"0600-0659",930,925,-5,0,0,-1,"0900-0959",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94490095078,"2021-06-17T13:10:00.000+0000","2021061711","2021-06-17T11:10:00.000+0000","2021061710","2021061709","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-17T03:55:00","FM-15","7","0.0",null,"2021-06-17T10:55:00.000+0000","2021061710",45,89,63,28.3,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-17T03:53:00","FM-15","7","0.0",null,"2021-06-17T10:53:00.000+0000",39,45,42,26.86,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-17T15:30:00.000+0000","60.0","2021-06-17T01:51:00.000+0000","50.0","2021-06-17T05:18:00.000+0000"],[2,6,17,4,"2021-06-17 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1015,1013,-2,0,0,-1,"1000-1059",1140,1139,-1,0,0,-1,"1100-1159",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",51539657695,"2021-06-17T16:15:00.000+0000","2021061714","2021-06-17T14:15:00.000+0000","2021061713","2021061712","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-17T06:53:00","FM-15","7","0.0",null,"2021-06-17T13:53:00.000+0000","2021061713",42,52,47,26.88,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-17T06:50:00","FM-15","7","0.0",null,"2021-06-17T13:50:00.000+0000",46,90,64,28.34,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-17T18:40:00.000+0000","0.0","2021-06-17T13:10:00.000+0000","0.0","2021-06-17T15:30:00.000+0000"],[2,6,17,4,"2021-06-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",1225,1228,3,3,0,0,"1200-1259",1532,1537,5,5,0,0,"1500-1559",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",111670328417,"2021-06-17T19:25:00.000+0000","2021061717","2021-06-17T17:25:00.000+0000","2021061716","2021061715","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-17T09:55:00","FM-15","7","0.0",null,"2021-06-17T16:55:00.000+0000","2021061716",41,106,67,28.34,150,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-06-17T09:53:00","FM-15","7","0.0",null,"2021-06-17T16:53:00.000+0000",27,77,52,26.39,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-17T21:32:00.000+0000","0.0","2021-06-17T16:15:00.000+0000","0.0","2021-06-17T18:40:00.000+0000"],[2,6,17,4,"2021-06-17 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1617,1622,5,5,0,0,"1600-1659",1729,1742,13,13,0,0,"1700-1759",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",214749032425,"2021-06-17T22:17:00.000+0000","2021061720","2021-06-17T20:17:00.000+0000","2021061719","2021061718","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-06-17T12:53:00","FM-15","7","0.0",null,"2021-06-17T19:53:00.000+0000","2021061719",29,81,54,26.33,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-17T12:47:00","FM-15","7","0.0",null,"2021-06-17T19:47:00.000+0000",39,111,68,28.29,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-18T00:29:00.000+0000","3.0","2021-06-17T19:25:00.000+0000","0.0","2021-06-17T21:32:00.000+0000"],[2,6,17,4,"2021-06-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13264,"MFR","OR",1814,1847,33,33,1,2,"1800-1859",2032,2059,27,27,1,1,"2000-2059",0,0,875,4,20,0,0,0,7,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137439326032,"2021-06-18T01:14:00.000+0000","2021061723","2021-06-17T23:14:00.000+0000","2021061722","2021061721","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-17T15:47:00","FM-15","7","0.0","PO:1 ||DU","2021-06-17T22:47:00.000+0000","2021061722",37,115,69,28.22,230,7,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-06-17T14:53:00","FM-15","7","0.0",null,"2021-06-17T22:53:00.000+0000",51,89,66,28.56,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-18T03:32:00.000+0000","5.0","2021-06-17T22:17:00.000+0000","0.0","2021-06-18T00:29:00.000+0000"],[2,6,17,4,"2021-06-17 00:00:00","G4",20368,"281NV",13264,"MFR","OR",10466,"AZA","AZ",2122,2139,17,17,1,1,"2100-2159",2334,2356,22,22,1,1,"2300-2359",0,0,875,4,0,0,5,0,17,2021,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles",206158562125,"2021-06-18T04:22:00.000+0000","2021061802","2021-06-18T02:22:00.000+0000","2021061801","2021061800","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-06-17T17:53:00","FM-15","7","0.0",null,"2021-06-18T01:53:00.000+0000","2021061801",49,87,64,28.53,350,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-17T18:50:00","FM-15","7","0.0",null,"2021-06-18T01:50:00.000+0000",37,111,68,28.18,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-18T06:34:00.000+0000","33.0","2021-06-18T01:14:00.000+0000","0.0","2021-06-18T03:32:00.000+0000"],[2,6,18,5,"2021-06-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",640,638,-2,0,0,-1,"0600-0659",950,939,-11,0,0,-1,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109405590,"2021-06-18T13:40:00.000+0000","2021061811","2021-06-18T11:40:00.000+0000","2021061810","2021061809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-18T04:35:00","FM-15","7","0.0",null,"2021-06-18T11:35:00.000+0000","2021061811",40,88,61,28.26,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-18T03:52:00","FM-15","7","0.0",null,"2021-06-18T10:52:00.000+0000",46,58,52,26.7,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-18T15:50:00.000+0000","17.0","2021-06-18T04:22:00.000+0000","22.0","2021-06-18T06:34:00.000+0000"],[2,6,18,5,"2021-06-18 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1035,1048,13,13,0,0,"1000-1059",1150,1200,10,10,0,0,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",154619267257,"2021-06-18T16:35:00.000+0000","2021061814","2021-06-18T14:35:00.000+0000","2021061813","2021061812","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-18T06:52:00","FM-15","7","0.0",null,"2021-06-18T13:52:00.000+0000","2021061813",48,70,57,26.74,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-18T06:47:00","FM-15","7","0.0",null,"2021-06-18T13:47:00.000+0000",39,90,61,28.29,130,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-18T18:50:00.000+0000","0.0","2021-06-18T13:40:00.000+0000","0.0","2021-06-18T15:50:00.000+0000"],[2,6,20,7,"2021-06-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",600,552,-8,0,0,-1,"0600-0659",920,920,0,0,0,0,"0900-0959",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259422579,"2021-06-20T13:00:00.000+0000","2021062011","2021-06-20T11:00:00.000+0000","2021062010","2021062009","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-20T03:55:00","FM-15","7","0.0",null,"2021-06-20T10:55:00.000+0000","2021062010",48,86,63,28.23,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-20T03:53:00","FM-15","7","0.0",null,"2021-06-20T10:53:00.000+0000",47,58,52,26.62,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-20T15:20:00.000+0000","13.0","2021-06-18T16:35:00.000+0000","10.0","2021-06-18T18:50:00.000+0000"],[2,6,20,7,"2021-06-20 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1010,1005,-5,0,0,-1,"1000-1059",1135,1121,-14,0,0,-1,"1100-1159",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",120259590615,"2021-06-20T16:10:00.000+0000","2021062014","2021-06-20T14:10:00.000+0000","2021062013","2021062012","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-20T06:53:00","FM-15","7","0.02","-RA:02 |RA |RA","2021-06-20T13:53:00.000+0000","2021062013",52,57,54,26.73,330,8,9,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-20T06:50:00","FM-15","7","0.0",null,"2021-06-20T13:50:00.000+0000",50,88,65,28.29,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-20T18:35:00.000+0000","0.0","2021-06-20T13:00:00.000+0000","0.0","2021-06-20T15:20:00.000+0000"],[2,6,20,7,"2021-06-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1225,1216,-9,0,0,-1,"1200-1259",1650,1644,-6,0,0,-1,"1600-1659",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519456476,"2021-06-20T19:25:00.000+0000","2021062017","2021-06-20T17:25:00.000+0000","2021062016","2021062015","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-20T09:50:00","FM-15","7","0.0",null,"2021-06-20T16:50:00.000+0000","2021062016",48,102,68,28.33,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-20T11:21:00","FM-16","7","0.0",null,"2021-06-20T17:21:00.000+0000",74,91,79,29.8,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-20T21:50:00.000+0000","0.0","2021-06-20T16:10:00.000+0000","0.0","2021-06-20T18:35:00.000+0000"],[2,6,20,7,"2021-06-20 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1740,1739,-1,0,0,-1,"1700-1759",1819,1801,-18,0,0,-2,"1800-1859",0,0,998,4,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",266287989872,"2021-06-20T22:40:00.000+0000","2021062020","2021-06-20T20:40:00.000+0000","2021062019","2021062018","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-20T13:53:00","FM-15","7","0.0",null,"2021-06-20T19:53:00.000+0000","2021062019",74,89,78,29.77,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-20T12:51:00","FM-15","7","0.0","PO:1 ||DU","2021-06-20T19:51:00.000+0000",48,108,70,28.3,280,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T01:19:00.000+0000","0.0","2021-06-20T19:25:00.000+0000","0.0","2021-06-20T21:50:00.000+0000"],[2,6,20,7,"2021-06-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1904,1856,-8,0,0,-1,"1900-1959",2100,2044,-16,0,0,-2,"2100-2159",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770143327,"2021-06-21T02:04:00.000+0000","2021062100","2021-06-21T00:04:00.000+0000","2021062023","2021062022","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-20T16:55:00","FM-15","7","0.0",null,"2021-06-20T23:55:00.000+0000","2021062023",43,111,69,28.23,280,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-20T15:53:00","FM-15","7","0.0",null,"2021-06-20T23:53:00.000+0000",55,66,60,29.75,310,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T04:00:00.000+0000","0.0","2021-06-20T22:40:00.000+0000","0.0","2021-06-21T01:19:00.000+0000"],[2,6,20,7,"2021-06-20 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",2150,2145,-5,0,0,-1,"2100-2159",2341,2337,-4,0,0,-1,"2300-2359",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",128849123990,"2021-06-21T04:50:00.000+0000","2021062102","2021-06-21T02:50:00.000+0000","2021062101","2021062100","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-20T17:53:00","FM-15","7","0.0",null,"2021-06-21T01:53:00.000+0000","2021062101",54,62,58,29.75,310,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-20T18:50:00","FM-15","7","0.0",null,"2021-06-21T01:50:00.000+0000",39,109,68,28.23,250,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T06:41:00.000+0000","0.0","2021-06-21T02:04:00.000+0000","0.0","2021-06-21T04:00:00.000+0000"],[2,6,21,1,"2021-06-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",610,555,-15,0,0,-1,"0600-0659",920,908,-12,0,0,-1,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259794291,"2021-06-21T13:10:00.000+0000","2021062111","2021-06-21T11:10:00.000+0000","2021062110","2021062109","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-21T03:55:00","FM-15","7","0.0",null,"2021-06-21T10:55:00.000+0000","2021062110",57,86,68,28.41,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-21T03:52:00","FM-15","7","0.0",null,"2021-06-21T10:52:00.000+0000",45,51,48,26.82,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T15:20:00.000+0000","0.0","2021-06-21T04:50:00.000+0000","0.0","2021-06-21T06:41:00.000+0000"],[2,6,21,1,"2021-06-21 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1005,954,-11,0,0,-1,"1000-1059",1120,1103,-17,0,0,-2,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",257698164043,"2021-06-21T16:05:00.000+0000","2021062114","2021-06-21T14:05:00.000+0000","2021062113","2021062112","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-21T06:52:00","FM-15","7","0.0",null,"2021-06-21T13:52:00.000+0000","2021062113",46,62,53,26.85,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-21T06:47:00","FM-15","7","0.0",null,"2021-06-21T13:47:00.000+0000",61,88,70,28.48,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T18:20:00.000+0000","0.0","2021-06-21T13:10:00.000+0000","0.0","2021-06-21T15:20:00.000+0000"],[2,6,21,1,"2021-06-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1210,1200,-10,0,0,-1,"1200-1259",1435,1431,-4,0,0,-1,"1400-1459",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489579836,"2021-06-21T19:10:00.000+0000","2021062117","2021-06-21T17:10:00.000+0000","2021062116","2021062115","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-21T09:47:00","FM-15","7","0.0",null,"2021-06-21T16:47:00.000+0000","2021062116",55,93,69,28.48,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-21T09:56:00","FM-15","7","0.0",null,"2021-06-21T16:56:00.000+0000",45,77,58,25.51,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T20:35:00.000+0000","0.0","2021-06-21T16:05:00.000+0000","0.0","2021-06-21T18:20:00.000+0000"],[2,6,21,1,"2021-06-21 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1520,1521,1,1,0,0,"1500-1559",1548,1543,-5,0,0,-1,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",85899684812,"2021-06-21T21:20:00.000+0000","2021062119","2021-06-21T19:20:00.000+0000","2021062118","2021062117","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-21T11:56:00","FM-15","7","0.0",null,"2021-06-21T18:56:00.000+0000","2021062118",49,84,63,25.49,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-21T11:50:00","FM-15","7","0.0",null,"2021-06-21T18:50:00.000+0000",54,99,70,28.46,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-21T22:48:00.000+0000","0.0","2021-06-21T19:10:00.000+0000","0.0","2021-06-21T20:35:00.000+0000"],[2,6,21,1,"2021-06-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1638,1822,104,104,1,6,"1600-1659",1902,2048,106,106,1,7,"1900-1959",0,0,911,4,104,0,2,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171799575461,"2021-06-21T23:38:00.000+0000","2021062121","2021-06-21T21:38:00.000+0000","2021062120","2021062119","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-21T13:55:00","FM-15","7","0.0",null,"2021-06-21T20:55:00.000+0000","2021062120",52,102,70,28.42,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-21T12:56:00","FM-15","7","0.0",null,"2021-06-21T20:56:00.000+0000",42,94,63,26.74,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-22T02:02:00.000+0000","1.0","2021-06-21T21:20:00.000+0000","0.0","2021-06-21T22:48:00.000+0000"],[2,6,21,1,"2021-06-21 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1952,2141,109,109,1,7,"1900-1959",2214,6,112,112,1,7,"2200-2259",0,0,911,4,0,0,3,0,109,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",68719810488,"2021-06-22T02:52:00.000+0000","2021062200","2021-06-22T00:52:00.000+0000","2021062123","2021062122","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-21T15:56:00","FM-15","7","0.0",null,"2021-06-21T23:56:00.000+0000","2021062123",43,98,65,26.67,360,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-21T17:49:00","FM-15","7","0.0",null,"2021-06-22T00:49:00.000+0000",45,106,69,28.33,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-22T05:14:00.000+0000","104.0","2021-06-21T23:38:00.000+0000","0.0","2021-06-22T02:02:00.000+0000"],[2,6,23,3,"2021-06-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",740,801,21,21,1,1,"0700-0759",1212,1237,25,25,1,1,"1200-1259",0,0,1092,5,21,0,4,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85899768356,"2021-06-23T14:40:00.000+0000","2021062312","2021-06-23T12:40:00.000+0000","2021062311","2021062310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-23T04:50:00","FM-15","7","0.0",null,"2021-06-23T11:50:00.000+0000","2021062311",61,84,69,28.42,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-06-23T05:52:00","FM-15","7","0.0",null,"2021-06-23T11:52:00.000+0000",50,65,57,27.92,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-23T17:12:00.000+0000","109.0","2021-06-22T02:52:00.000+0000","112.0","2021-06-22T05:14:00.000+0000"],[2,6,23,3,"2021-06-23 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",1257,1324,27,27,1,1,"1200-1259",1342,1413,31,31,1,2,"1300-1359",0,0,1092,5,3,0,4,0,24,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",163209368871,"2021-06-23T17:57:00.000+0000","2021062315","2021-06-23T15:57:00.000+0000","2021062314","2021062313","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-06-23T09:52:00","FM-15","7","0.0",null,"2021-06-23T15:52:00.000+0000","2021062315",54,85,66,27.88,180,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-23T08:47:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-06-23T15:47:00.000+0000",59,88,69,28.48,300,9,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-23T20:42:00.000+0000","21.0","2021-06-23T14:40:00.000+0000","0.0","2021-06-23T17:12:00.000+0000"],[2,6,23,3,"2021-06-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11823,"FWA","IN",1432,1535,63,63,1,4,"1400-1459",2054,2152,58,58,1,3,"2000-2059",0,0,1546,7,0,32,0,0,26,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171798712183,"2021-06-23T21:32:00.000+0000","2021062319","2021-06-23T19:32:00.000+0000","2021062318","2021062317","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-23T11:50:00","FM-15","7","0.0",null,"2021-06-23T18:50:00.000+0000","2021062318",61,88,70,28.49,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFWA","FWA","Fort Wayne International Airport","Fort Wayne","Indiana","US",814,40.97850037,-85.19509888,"America/New_York","72533014827","FORT WAYNE INTERNATIONAL AIRPORT, IN US","243.0","40.97248","-85.20636","2021-06-23T13:54:00","FM-15","7","0.0",null,"2021-06-23T18:54:00.000+0000",47,74,59,29.26,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-24T00:54:00.000+0000","27.0","2021-06-23T17:57:00.000+0000","0.0","2021-06-23T20:42:00.000+0000"],[2,6,23,3,"2021-06-23 00:00:00","G4",20368,"281NV",11823,"FWA","IN",10466,"AZA","AZ",2139,2238,59,59,1,3,"2100-2159",2221,2314,53,53,1,3,"2200-2259",0,0,1546,7,1,0,0,0,52,2021,"KFWA","FWA","Fort Wayne International Airport","Fort Wayne","Indiana","US",814,40.97850037,-85.19509888,"America/New_York",188979444296,"2021-06-24T01:39:00.000+0000","2021062323","2021-06-23T23:39:00.000+0000","2021062322","2021062321","72533014827","FORT WAYNE INTERNATIONAL AIRPORT, IN US","243.0","40.97248","-85.20636","2021-06-23T17:54:00","FM-15","7","0.0",null,"2021-06-23T22:54:00.000+0000","2021062322",50,73,60,29.23,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-23T15:50:00","FM-15","7","0.0",null,"2021-06-23T22:50:00.000+0000",66,84,72,28.46,20,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-24T05:21:00.000+0000","63.0","2021-06-23T21:32:00.000+0000","0.0","2021-06-24T00:54:00.000+0000"],[2,6,24,4,"2021-06-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",610,606,-4,0,0,-1,"0600-0659",930,925,-5,0,0,-1,"0900-0959",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17179886932,"2021-06-24T13:10:00.000+0000","2021062411","2021-06-24T11:10:00.000+0000","2021062410","2021062409","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-24T03:55:00","FM-15","7","0.0",null,"2021-06-24T10:55:00.000+0000","2021062410",63,76,68,28.46,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-24T03:53:00","FM-15","7","0.0",null,"2021-06-24T10:53:00.000+0000",47,53,50,26.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-24T15:30:00.000+0000","59.0","2021-06-24T01:39:00.000+0000","53.0","2021-06-24T05:21:00.000+0000"],[2,6,24,4,"2021-06-24 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1015,1015,0,0,0,0,"1000-1059",1140,1138,-2,0,0,-1,"1100-1159",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",51540079850,"2021-06-24T16:15:00.000+0000","2021062414","2021-06-24T14:15:00.000+0000","2021062413","2021062412","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-24T06:53:00","FM-15","7","0.0",null,"2021-06-24T13:53:00.000+0000","2021062413",50,60,54,26.71,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-24T06:50:00","FM-15","7","0.0",null,"2021-06-24T13:50:00.000+0000",63,79,69,28.48,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-24T18:40:00.000+0000","0.0","2021-06-24T13:10:00.000+0000","0.0","2021-06-24T15:30:00.000+0000"],[2,6,24,4,"2021-06-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",1225,1245,20,20,1,1,"1200-1259",1532,1604,32,32,1,2,"1500-1559",0,0,878,4,20,0,12,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171799199529,"2021-06-24T19:25:00.000+0000","2021062417","2021-06-24T17:25:00.000+0000","2021062416","2021062415","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-24T09:50:00","FM-15","7","0.0",null,"2021-06-24T16:50:00.000+0000","2021062416",61,91,71,28.48,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-06-24T09:53:00","FM-15","7","0.0",null,"2021-06-24T16:53:00.000+0000",48,78,60,26.32,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-24T21:32:00.000+0000","0.0","2021-06-24T16:15:00.000+0000","0.0","2021-06-24T18:40:00.000+0000"],[2,6,24,4,"2021-06-24 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1617,1700,43,43,1,2,"1600-1659",1729,1813,44,44,1,2,"1700-1759",0,0,878,4,0,0,1,0,43,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",163209901547,"2021-06-24T22:17:00.000+0000","2021062420","2021-06-24T20:17:00.000+0000","2021062419","2021062418","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-06-24T12:53:00","FM-15","7","0.0",null,"2021-06-24T19:53:00.000+0000","2021062419",39,87,60,26.26,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-24T12:47:00","FM-15","7","0.0",null,"2021-06-24T19:47:00.000+0000",61,97,73,28.45,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T00:29:00.000+0000","20.0","2021-06-24T19:25:00.000+0000","0.0","2021-06-24T21:32:00.000+0000"],[2,6,24,4,"2021-06-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13264,"MFR","OR",1814,1859,45,45,1,3,"1800-1859",2032,2121,49,49,1,3,"2000-2059",0,0,875,4,1,0,4,0,44,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77309436407,"2021-06-25T01:14:00.000+0000","2021062423","2021-06-24T23:14:00.000+0000","2021062422","2021062421","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-24T15:55:00","FM-15","7","0.0",null,"2021-06-24T22:55:00.000+0000","2021062422",57,99,71,28.36,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-06-24T14:53:00","FM-15","7","0.0",null,"2021-06-24T22:53:00.000+0000",52,96,68,28.49,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T03:32:00.000+0000","43.0","2021-06-24T22:17:00.000+0000","0.0","2021-06-25T00:29:00.000+0000"],[2,6,24,4,"2021-06-24 00:00:00","G4",20368,"281NV",13264,"MFR","OR",10466,"AZA","AZ",2122,2216,54,54,1,3,"2100-2159",2334,39,65,65,1,4,"2300-2359",0,0,875,4,0,0,16,0,49,2021,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles",25770143325,"2021-06-25T04:22:00.000+0000","2021062502","2021-06-25T02:22:00.000+0000","2021062501","2021062500","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-06-24T17:53:00","FM-15","7","0.0",null,"2021-06-25T01:53:00.000+0000","2021062501",42,94,64,28.5,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-24T18:50:00","FM-15","7","0.0",null,"2021-06-25T01:50:00.000+0000",55,99,70,28.33,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T06:34:00.000+0000","45.0","2021-06-25T01:14:00.000+0000","0.0","2021-06-25T03:32:00.000+0000"],[2,6,25,5,"2021-06-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",640,625,-15,0,0,-1,"0600-0659",950,926,-24,0,0,-2,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68719579597,"2021-06-25T13:40:00.000+0000","2021062511","2021-06-25T11:40:00.000+0000","2021062510","2021062509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-25T04:35:00","FM-15","7","0.0",null,"2021-06-25T11:35:00.000+0000","2021062511",55,81,65,28.39,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-25T03:52:00","FM-15","7","0.0",null,"2021-06-25T10:52:00.000+0000",54,61,57,26.65,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T15:50:00.000+0000","54.0","2021-06-25T04:22:00.000+0000","65.0","2021-06-25T06:34:00.000+0000"],[2,6,25,5,"2021-06-25 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1035,1019,-16,0,0,-2,"1000-1059",1150,1134,-16,0,0,-2,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",214749594193,"2021-06-25T16:35:00.000+0000","2021062514","2021-06-25T14:35:00.000+0000","2021062513","2021062512","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-25T06:52:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-06-25T13:52:00.000+0000","2021062513",55,63,58,26.71,10,8,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-25T06:47:00","FM-15","7","0.0",null,"2021-06-25T13:47:00.000+0000",57,82,66,28.43,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T18:50:00.000+0000","0.0","2021-06-25T13:40:00.000+0000","0.0","2021-06-25T15:50:00.000+0000"],[2,6,25,5,"2021-06-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14716,"SCK","CA",1235,1227,-8,0,0,-1,"1200-1259",1420,1418,-2,0,0,-1,"1400-1459",0,0,625,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137439676211,"2021-06-25T19:35:00.000+0000","2021062517","2021-06-25T17:35:00.000+0000","2021062516","2021062515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-25T09:50:00","FM-15","7","0.0",null,"2021-06-25T16:50:00.000+0000","2021062516",54,93,68,28.42,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-06-25T08:55:00","FM-15","7","0.0",null,"2021-06-25T16:55:00.000+0000",54,72,62,29.93,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T21:20:00.000+0000","0.0","2021-06-25T16:35:00.000+0000","0.0","2021-06-25T18:50:00.000+0000"],[2,6,25,5,"2021-06-25 00:00:00","G4",20368,"281NV",14716,"SCK","CA",10466,"AZA","AZ",1505,1513,8,8,0,0,"1500-1559",1647,1651,4,4,0,0,"1600-1659",0,0,625,3,0,0,0,0,0,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",163209009122,"2021-06-25T22:05:00.000+0000","2021062520","2021-06-25T20:05:00.000+0000","2021062519","2021062518","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-06-25T11:55:00","FM-15","7","0.0",null,"2021-06-25T19:55:00.000+0000","2021062519",54,82,65,29.9,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-25T12:50:00","FM-15","7","0.0","PO:1 ||DU","2021-06-25T19:50:00.000+0000",48,100,68,28.37,240,6,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-25T23:47:00.000+0000","0.0","2021-06-25T19:35:00.000+0000","0.0","2021-06-25T21:20:00.000+0000"],[2,6,25,5,"2021-06-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1732,1743,11,11,0,0,"1700-1759",1956,2011,15,15,1,1,"1900-1959",0,0,911,4,7,0,4,0,4,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029178229,"2021-06-26T00:32:00.000+0000","2021062522","2021-06-25T22:32:00.000+0000","2021062521","2021062520","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-25T14:50:00","FM-15","7","0.0",null,"2021-06-25T21:50:00.000+0000","2021062521",48,102,68,28.32,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-25T13:56:00","FM-15","7","0.0",null,"2021-06-25T21:56:00.000+0000",41,91,62,26.84,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-26T02:56:00.000+0000","8.0","2021-06-25T22:05:00.000+0000","0.0","2021-06-25T23:47:00.000+0000"],[2,6,25,5,"2021-06-25 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",2046,2057,11,11,0,0,"2000-2059",2308,2316,8,8,0,0,"2300-2359",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",180388744436,"2021-06-26T03:46:00.000+0000","2021062601","2021-06-26T01:46:00.000+0000","2021062600","2021062523","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-25T16:56:00","FM-15","7","0.0",null,"2021-06-26T00:56:00.000+0000","2021062600",43,91,63,26.81,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-25T17:50:00","FM-15","7","0.0",null,"2021-06-26T00:50:00.000+0000",43,102,67,28.25,330,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-26T06:08:00.000+0000","11.0","2021-06-26T00:32:00.000+0000","0.0","2021-06-26T02:56:00.000+0000"],[2,6,26,6,"2021-06-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",820,815,-5,0,0,-1,"0800-0859",1308,1255,-13,0,0,-1,"1300-1359",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180242834,"2021-06-26T15:20:00.000+0000","2021062613","2021-06-26T13:20:00.000+0000","2021062612","2021062611","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-26T05:50:00","FM-15","7","0.0",null,"2021-06-26T12:50:00.000+0000","2021062612",39,79,57,28.34,80,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-06-26T07:09:00","FM-16","7","0.0",null,"2021-06-26T13:09:00.000+0000",67,71,68,28.82,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-26T18:08:00.000+0000","11.0","2021-06-26T03:46:00.000+0000","8.0","2021-06-26T06:08:00.000+0000"],[2,6,26,6,"2021-06-26 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1358,1350,-8,0,0,-1,"1300-1359",1501,1448,-13,0,0,-1,"1500-1559",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",137439203330,"2021-06-26T18:58:00.000+0000","2021062616","2021-06-26T16:58:00.000+0000","2021062615","2021062614","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-06-26T10:52:00","FM-15","7","0.0",null,"2021-06-26T16:52:00.000+0000","2021062616",68,70,69,28.82,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-26T09:55:00","FM-15","7","0.0",null,"2021-06-26T16:55:00.000+0000",36,95,62,28.34,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-26T22:01:00.000+0000","0.0","2021-06-26T15:20:00.000+0000","0.0","2021-06-26T18:08:00.000+0000"],[2,6,26,6,"2021-06-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1551,1559,8,8,0,0,"1500-1559",2039,2043,4,4,0,0,"2000-2059",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249108968235,"2021-06-26T22:51:00.000+0000","2021062620","2021-06-26T20:51:00.000+0000","2021062619","2021062618","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-26T13:50:00","FM-15","7","0.0",null,"2021-06-26T20:50:00.000+0000","2021062620",36,106,66,28.28,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-06-26T13:53:00","FM-15","7","0.0",null,"2021-06-26T19:53:00.000+0000",59,74,65,28.89,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-27T01:39:00.000+0000","0.0","2021-06-26T18:58:00.000+0000","0.0","2021-06-26T22:01:00.000+0000"],[2,6,26,6,"2021-06-26 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2129,2131,2,2,0,0,"2100-2159",2227,2211,-16,0,0,-2,"2200-2259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",249109408025,"2021-06-27T02:29:00.000+0000","2021062700","2021-06-27T00:29:00.000+0000","2021062623","2021062622","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-06-26T17:53:00","FM-15","7","0.0",null,"2021-06-26T23:53:00.000+0000","2021062623",58,79,66,28.86,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-26T16:55:00","FM-15","7","0.0",null,"2021-06-26T23:55:00.000+0000",36,106,66,28.22,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-27T05:27:00.000+0000","8.0","2021-06-26T22:51:00.000+0000","0.0","2021-06-27T01:39:00.000+0000"],[2,6,27,7,"2021-06-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",600,555,-5,0,0,-1,"0600-0659",756,745,-11,0,0,-1,"0700-0759",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109067878,"2021-06-27T13:00:00.000+0000","2021062711","2021-06-27T11:00:00.000+0000","2021062710","2021062709","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-27T03:55:00","FM-15","7","0.0",null,"2021-06-27T10:55:00.000+0000","2021062710",35,80,56,28.25,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-27T02:53:00","FM-15","7","0.0","BR:1 ||","2021-06-27T10:53:00.000+0000",54,58,56,29.76,270,11,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-27T14:56:00.000+0000","2.0","2021-06-27T02:29:00.000+0000","0.0","2021-06-27T05:27:00.000+0000"],[2,6,27,7,"2021-06-27 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",841,838,-3,0,0,-1,"0800-0859",1032,1027,-5,0,0,-1,"1000-1059",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",240518695990,"2021-06-27T15:41:00.000+0000","2021062713","2021-06-27T13:41:00.000+0000","2021062712","2021062711","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-06-27T04:53:00","FM-15","7","0.0","BR:1 ||","2021-06-27T12:53:00.000+0000","2021062712",54,58,56,29.76,270,11,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-27T04:50:00","FM-15","7","0.0",null,"2021-06-27T11:50:00.000+0000",43,79,59,28.25,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-27T17:32:00.000+0000","0.0","2021-06-27T13:00:00.000+0000","0.0","2021-06-27T14:56:00.000+0000"],[2,6,27,7,"2021-06-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1122,1115,-7,0,0,-1,"1100-1159",1547,1614,27,27,1,1,"1500-1559",0,0,998,4,0,0,27,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079466908,"2021-06-27T18:22:00.000+0000","2021062716","2021-06-27T16:22:00.000+0000","2021062715","2021062714","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-27T07:50:00","FM-15","7","0.0",null,"2021-06-27T14:50:00.000+0000","2021062714",39,84,59,28.29,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-27T09:53:00","FM-15","7","0.04","-RA:02 |RA |RA","2021-06-27T15:53:00.000+0000",75,87,78,29.87,0,0,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-27T20:47:00.000+0000","0.0","2021-06-27T15:41:00.000+0000","0.0","2021-06-27T17:32:00.000+0000"],[2,6,27,7,"2021-06-27 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1632,1705,33,33,1,2,"1600-1659",1711,1739,28,28,1,1,"1700-1759",0,0,998,4,6,0,0,0,22,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",103079673085,"2021-06-27T21:32:00.000+0000","2021062719","2021-06-27T19:32:00.000+0000","2021062718","2021062717","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-06-27T12:53:00","FM-15","7","0.0",null,"2021-06-27T18:53:00.000+0000","2021062718",71,92,77,29.84,120,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-27T11:47:00","FM-15","7","0.0",null,"2021-06-27T18:47:00.000+0000",41,106,67,28.25,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T00:11:00.000+0000","0.0","2021-06-27T18:22:00.000+0000","0.0","2021-06-27T20:47:00.000+0000"],[2,6,27,7,"2021-06-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",1805,1850,45,45,1,3,"1800-1859",2125,2215,50,50,1,3,"2100-2159",0,0,948,4,0,0,22,0,28,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94490214402,"2021-06-28T01:05:00.000+0000","2021062723","2021-06-27T23:05:00.000+0000","2021062722","2021062721","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-27T15:50:00","FM-15","7","0.0",null,"2021-06-27T22:50:00.000+0000","2021062722",41,109,68,28.14,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-27T15:53:00","FM-15","7","0.0",null,"2021-06-27T22:53:00.000+0000",52,94,67,26.84,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T03:25:00.000+0000","33.0","2021-06-27T21:32:00.000+0000","0.0","2021-06-28T00:11:00.000+0000"],[2,6,27,7,"2021-06-27 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",2210,2310,60,60,1,4,"2200-2259",2335,35,60,60,1,4,"2300-2359",0,0,948,4,10,0,0,0,50,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",68719875874,"2021-06-28T04:10:00.000+0000","2021062802","2021-06-28T02:10:00.000+0000","2021062801","2021062800","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-06-27T18:53:00","FM-15","7","0.0",null,"2021-06-28T01:53:00.000+0000","2021062801",53,90,67,26.81,10,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-27T18:54:00","FM-15","7","0.0",null,"2021-06-28T01:54:00.000+0000",37,108,67,28.1,350,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T06:35:00.000+0000","45.0","2021-06-28T01:05:00.000+0000","0.0","2021-06-28T03:25:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",610,604,-6,0,0,-1,"0600-0659",920,914,-6,0,0,-1,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489908528,"2021-06-28T13:10:00.000+0000","2021062811","2021-06-28T11:10:00.000+0000","2021062810","2021062809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T03:55:00","FM-15","7","0.0",null,"2021-06-28T10:55:00.000+0000","2021062810",48,87,64,28.26,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-28T03:52:00","FM-15","7","0.0",null,"2021-06-28T10:52:00.000+0000",53,57,55,26.87,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T15:20:00.000+0000","60.0","2021-06-28T04:10:00.000+0000","60.0","2021-06-28T06:35:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12003,"GTF","MT",620,1016,1676,1676,1,12,"0600-0659",942,1340,1678,1678,1,12,"0900-0959",0,0,978,4,1676,0,2,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146028908570,"2021-06-28T13:20:00.000+0000","2021062811","2021-06-28T11:20:00.000+0000","2021062810","2021062809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T04:15:00","FM-15","7","0.0",null,"2021-06-28T11:15:00.000+0000","2021062811",49,87,64,28.26,110,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-06-28T03:53:00","FM-15","7","0.0",null,"2021-06-28T10:53:00.000+0000",47,54,50,26.43,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T15:42:00.000+0000","0.0","2021-06-28T13:10:00.000+0000","0.0","2021-06-28T15:20:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1005,1003,-2,0,0,-1,"1000-1059",1120,1110,-10,0,0,-1,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",103079466907,"2021-06-28T16:05:00.000+0000","2021062814","2021-06-28T14:05:00.000+0000","2021062813","2021062812","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-06-28T06:52:00","FM-15","7","0.0",null,"2021-06-28T13:52:00.000+0000","2021062813",53,64,58,26.9,350,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T06:47:00","FM-15","7","0.0",null,"2021-06-28T13:47:00.000+0000",52,88,66,28.31,90,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T18:20:00.000+0000","1676.0","2021-06-28T13:20:00.000+0000","0.0","2021-06-28T15:42:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1210,1209,-1,0,0,-1,"1200-1259",1435,1432,-3,0,0,-1,"1400-1459",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180389237359,"2021-06-28T19:10:00.000+0000","2021062817","2021-06-28T17:10:00.000+0000","2021062816","2021062815","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T09:50:00","FM-15","7","0.0",null,"2021-06-28T16:50:00.000+0000","2021062816",52,97,69,28.31,80,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-28T09:56:00","FM-15","7","0.0",null,"2021-06-28T16:56:00.000+0000",47,79,60,25.57,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T20:35:00.000+0000","0.0","2021-06-28T16:05:00.000+0000","0.0","2021-06-28T18:20:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1520,1522,2,2,0,0,"1500-1559",1548,1555,7,7,0,0,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",120260440595,"2021-06-28T21:20:00.000+0000","2021062819","2021-06-28T19:20:00.000+0000","2021062818","2021062817","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-06-28T11:56:00","FM-15","7","0.0",null,"2021-06-28T18:56:00.000+0000","2021062818",40,86,60,25.53,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T11:50:00","FM-15","7","0.0",null,"2021-06-28T18:50:00.000+0000",50,100,69,28.29,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-28T22:48:00.000+0000","0.0","2021-06-28T19:10:00.000+0000","0.0","2021-06-28T20:35:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14489,"RDM","OR",1638,1641,3,3,0,0,"1600-1659",1902,1906,4,4,0,0,"1900-1959",0,0,911,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929538255,"2021-06-28T23:38:00.000+0000","2021062821","2021-06-28T21:38:00.000+0000","2021062820","2021062819","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T13:55:00","FM-15","7","0.0",null,"2021-06-28T20:55:00.000+0000","2021062820",45,104,68,28.25,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-28T13:37:00","FM-16","7","0.0",null,"2021-06-28T21:37:00.000+0000",39,109,67,26.67,120,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-29T02:02:00.000+0000","2.0","2021-06-28T21:20:00.000+0000","0.0","2021-06-28T22:48:00.000+0000"],[2,6,28,1,"2021-06-28 00:00:00","G4",20368,"281NV",14489,"RDM","OR",10466,"AZA","AZ",1952,1953,1,1,0,0,"1900-1959",2214,2208,-6,0,0,-1,"2200-2259",0,0,911,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",111670414760,"2021-06-29T02:52:00.000+0000","2021062900","2021-06-29T00:52:00.000+0000","2021062823","2021062822","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-06-28T15:56:00","FM-15","7","0.0",null,"2021-06-28T23:56:00.000+0000","2021062823",39,108,67,26.64,90,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-06-28T16:47:00","FM-15","7","0.0",null,"2021-06-28T23:47:00.000+0000",45,106,69,28.19,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-06-29T05:14:00.000+0000","3.0","2021-06-28T23:38:00.000+0000","0.0","2021-06-29T02:02:00.000+0000"],[3,7,7,3,"2021-07-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1611,1638,27,27,1,1,"1600-1659",2059,2125,26,26,1,1,"2000-2059",0,0,1220,5,0,26,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",162379,"2021-07-07T23:11:00.000+0000","2021070721","2021-07-07T21:11:00.000+0000","2021070720","2021070719","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-07T13:55:00","FM-15","7","0.0",null,"2021-07-07T20:55:00.000+0000","2021070720",52,106,71,28.33,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-07T14:53:00","FM-15","7","0.0",null,"2021-07-07T20:53:00.000+0000",52,70,60,29.08,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-08T01:59:00.000+0000","1.0","2021-06-29T02:52:00.000+0000","0.0","2021-06-29T05:14:00.000+0000"],[3,7,7,3,"2021-07-07 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2149,2212,23,23,1,1,"2100-2159",2247,2300,13,13,0,0,"2200-2259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",214749416138,"2021-07-08T02:49:00.000+0000","2021070800","2021-07-08T00:49:00.000+0000","2021070723","2021070722","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-07T17:53:00","FM-15","7","0.0",null,"2021-07-07T23:53:00.000+0000","2021070723",49,72,59,29.03,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-07T16:50:00","FM-15","7","0.0",null,"2021-07-07T23:50:00.000+0000",50,108,71,28.25,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-08T05:47:00.000+0000","27.0","2021-07-07T23:11:00.000+0000","0.0","2021-07-08T01:59:00.000+0000"],[3,7,8,4,"2021-07-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",610,604,-6,0,0,-1,"0600-0659",930,921,-9,0,0,-1,"0900-0959",0,0,948,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8590898420,"2021-07-08T13:10:00.000+0000","2021070811","2021-07-08T11:10:00.000+0000","2021070810","2021070809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-08T03:55:00","FM-15","7","0.0",null,"2021-07-08T10:55:00.000+0000","2021070810",63,90,72,28.38,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-07-08T03:53:00","FM-15","7","0.0",null,"2021-07-08T10:53:00.000+0000",44,59,51,26.64,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-08T15:30:00.000+0000","23.0","2021-07-08T02:49:00.000+0000","13.0","2021-07-08T05:47:00.000+0000"],[3,7,8,4,"2021-07-08 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",1015,1011,-4,0,0,-1,"1000-1059",1140,1126,-14,0,0,-1,"1100-1159",0,0,948,4,0,0,0,0,0,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",94489568528,"2021-07-08T16:15:00.000+0000","2021070814","2021-07-08T14:15:00.000+0000","2021070813","2021070812","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-07-08T06:53:00","FM-15","7","0.0",null,"2021-07-08T13:53:00.000+0000","2021070813",47,62,54,26.67,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-08T06:50:00","FM-15","7","0.0",null,"2021-07-08T13:50:00.000+0000",63,90,72,28.41,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-08T18:40:00.000+0000","0.0","2021-07-08T13:10:00.000+0000","0.0","2021-07-08T15:30:00.000+0000"],[3,7,8,4,"2021-07-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",1225,1230,5,5,0,0,"1200-1259",1532,1540,8,8,0,0,"1500-1559",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188979022877,"2021-07-08T19:25:00.000+0000","2021070817","2021-07-08T17:25:00.000+0000","2021070816","2021070815","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-08T09:52:00","FM-15","7","0.0",null,"2021-07-08T16:52:00.000+0000","2021070816",63,99,74,28.41,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-07-08T09:53:00","FM-15","7","0.0",null,"2021-07-08T16:53:00.000+0000",55,79,64,26.26,230,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-08T21:32:00.000+0000","0.0","2021-07-08T16:15:00.000+0000","0.0","2021-07-08T18:40:00.000+0000"],[3,7,8,4,"2021-07-08 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1617,1630,13,13,0,0,"1600-1659",1729,1736,7,7,0,0,"1700-1759",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",34359899535,"2021-07-08T22:17:00.000+0000","2021070820","2021-07-08T20:17:00.000+0000","2021070819","2021070818","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-07-08T12:53:00","FM-15","7","0.0",null,"2021-07-08T19:53:00.000+0000","2021070819",39,89,60,26.24,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-08T12:50:00","FM-15","7","0.0",null,"2021-07-08T19:50:00.000+0000",61,106,75,28.36,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-09T00:29:00.000+0000","5.0","2021-07-08T19:25:00.000+0000","0.0","2021-07-08T21:32:00.000+0000"],[3,7,8,4,"2021-07-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13264,"MFR","OR",1814,1821,7,7,0,0,"1800-1859",2030,2035,5,5,0,0,"2000-2059",0,0,875,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223339645064,"2021-07-09T01:14:00.000+0000","2021070823","2021-07-08T23:14:00.000+0000","2021070822","2021070821","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-08T15:50:00","FM-15","7","0.0",null,"2021-07-08T22:50:00.000+0000","2021070822",57,109,74,28.29,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-07-08T14:53:00","FM-15","7","0.0",null,"2021-07-08T22:53:00.000+0000",39,95,63,28.47,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-09T03:30:00.000+0000","13.0","2021-07-08T22:17:00.000+0000","0.0","2021-07-09T00:29:00.000+0000"],[3,7,8,4,"2021-07-08 00:00:00","G4",20368,"281NV",13264,"MFR","OR",10466,"AZA","AZ",2120,2116,-4,0,0,-1,"2100-2159",2335,2322,-13,0,0,-1,"2300-2359",0,0,875,4,0,0,0,0,0,2021,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles",51540955783,"2021-07-09T04:20:00.000+0000","2021070902","2021-07-09T02:20:00.000+0000","2021070901","2021070900","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-07-08T17:53:00","FM-15","7","0.0",null,"2021-07-09T01:53:00.000+0000","2021070901",40,92,63,28.47,360,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-08T18:50:00","FM-15","7","0.0","VCTS:7 ||","2021-07-09T01:50:00.000+0000",57,108,74,28.27,220,10,10,"VCTS:7 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-09T06:35:00.000+0000","7.0","2021-07-09T01:14:00.000+0000","0.0","2021-07-09T03:30:00.000+0000"],[3,7,9,5,"2021-07-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",640,1133,293,293,1,12,"0600-0659",952,1447,295,295,1,12,"0900-0959",0,0,873,4,293,0,2,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188979273732,"2021-07-09T13:40:00.000+0000","2021070911","2021-07-09T11:40:00.000+0000","2021070910","2021070909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-09T04:35:00","FM-15","7","0.0",null,"2021-07-09T11:35:00.000+0000","2021070911",63,90,72,28.39,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-07-09T03:59:00","FM-16","7","0.0","BR:1 ||","2021-07-09T10:59:00.000+0000",64,65,64,26.68,340,14,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-09T15:52:00.000+0000","0.0","2021-07-09T04:20:00.000+0000","0.0","2021-07-09T06:35:00.000+0000"],[3,7,9,5,"2021-07-09 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1037,1552,315,315,1,12,"1000-1059",1152,1659,307,307,1,12,"1100-1159",0,0,873,4,20,0,0,0,287,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",103080167270,"2021-07-09T16:37:00.000+0000","2021070914","2021-07-09T14:37:00.000+0000","2021070913","2021070912","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-07-09T06:52:00","FM-15","7","0.0",null,"2021-07-09T13:52:00.000+0000","2021070913",60,70,64,26.73,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-09T06:47:00","FM-15","7","0.0",null,"2021-07-09T13:47:00.000+0000",66,90,74,28.44,100,9,null,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-09T18:52:00.000+0000","293.0","2021-07-09T13:40:00.000+0000","0.0","2021-07-09T15:52:00.000+0000"],[3,7,9,5,"2021-07-09 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2329,501,332,332,1,12,"2300-2359",2342,508,326,326,1,12,"2300-2359",0,0,905,4,0,326,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",128849201722,"2021-07-10T04:29:00.000+0000","2021071002","2021-07-10T02:29:00.000+0000","2021071001","2021071000","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-07-09T19:53:00","FM-15","7","0.0",null,"2021-07-10T01:53:00.000+0000","2021071001",76,84,78,27.9,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-09T18:50:00","FM-15","7","0.0","PO:1 ||DU","2021-07-10T01:50:00.000+0000",61,108,76,28.31,290,9,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-10T06:42:00.000+0000","315.0","2021-07-09T16:37:00.000+0000","307.0","2021-07-09T18:52:00.000+0000"],[3,7,10,6,"2021-07-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",810,807,-3,0,0,-1,"0800-0859",1305,1305,0,0,0,0,"1300-1359",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34360360625,"2021-07-10T15:10:00.000+0000","2021071013","2021-07-10T13:10:00.000+0000","2021071012","2021071011","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-10T05:50:00","FM-15","7","0.0",null,"2021-07-10T12:50:00.000+0000","2021071012",72,82,75,28.43,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-07-10T06:54:00","FM-15","7","0.0",null,"2021-07-10T12:54:00.000+0000",62,67,64,29.23,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-10T18:05:00.000+0000","332.0","2021-07-10T04:29:00.000+0000","326.0","2021-07-10T06:42:00.000+0000"],[3,7,10,6,"2021-07-10 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1350,1349,-1,0,0,-1,"1300-1359",1454,1459,5,5,0,0,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",240518958286,"2021-07-10T18:50:00.000+0000","2021071016","2021-07-10T16:50:00.000+0000","2021071015","2021071014","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-07-10T09:54:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-07-10T15:54:00.000+0000","2021071015",66,73,68,29.21,160,6,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-10T09:50:00","FM-15","7","0.0",null,"2021-07-10T16:50:00.000+0000",68,97,77,28.44,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-10T21:54:00.000+0000","0.0","2021-07-10T15:10:00.000+0000","0.0","2021-07-10T18:05:00.000+0000"],[3,7,10,6,"2021-07-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1732,1733,1,1,0,0,"1700-1759",2159,2213,14,14,0,0,"2100-2159",0,0,1026,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25771116084,"2021-07-11T00:32:00.000+0000","2021071022","2021-07-10T22:32:00.000+0000","2021071021","2021071020","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-10T14:50:00","FM-15","7","0.0",null,"2021-07-10T21:50:00.000+0000","2021071021",63,108,77,28.34,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-07-10T15:52:00","FM-15","7","0.03","-RA:02 |RA |RA","2021-07-10T21:52:00.000+0000",63,67,65,28.87,300,6,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-11T02:59:00.000+0000","0.0","2021-07-10T18:50:00.000+0000","5.0","2021-07-10T21:54:00.000+0000"],[3,7,10,6,"2021-07-10 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",2244,2308,24,24,1,1,"2200-2259",2318,2329,11,11,0,0,"2300-2359",0,0,1026,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",17180956064,"2021-07-11T03:44:00.000+0000","2021071101","2021-07-11T01:44:00.000+0000","2021071100","2021071023","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-07-10T18:52:00","FM-15","7","0.0",null,"2021-07-11T00:52:00.000+0000","2021071100",66,71,68,28.85,340,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-10T17:47:00","FM-15","7","0.0",null,"2021-07-11T00:47:00.000+0000",61,109,76,28.27,290,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-11T06:18:00.000+0000","1.0","2021-07-11T00:32:00.000+0000","0.0","2021-07-11T02:59:00.000+0000"],[3,7,11,7,"2021-07-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",600,619,19,19,1,1,"0600-0659",754,803,9,9,0,0,"0700-0759",0,0,668,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749647482,"2021-07-11T13:00:00.000+0000","2021071111","2021-07-11T11:00:00.000+0000","2021071110","2021071109","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-11T03:55:00","FM-15","7","0.0",null,"2021-07-11T10:55:00.000+0000","2021071110",69,82,73,28.44,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-11T02:53:00","FM-15","6","0.0","BR:1 ||","2021-07-11T10:53:00.000+0000",53,56,54,29.83,300,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-11T14:54:00.000+0000","24.0","2021-07-11T03:44:00.000+0000","11.0","2021-07-11T06:18:00.000+0000"],[3,7,11,7,"2021-07-11 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",839,848,9,9,0,0,"0800-0859",1033,1040,7,7,0,0,"1000-1059",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",17181005537,"2021-07-11T15:39:00.000+0000","2021071113","2021-07-11T13:39:00.000+0000","2021071112","2021071111","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-11T04:53:00","FM-15","6","0.0","BR:1 ||","2021-07-11T12:53:00.000+0000","2021071112",52,56,54,29.83,290,8,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-11T05:50:00","FM-15","7","0.0",null,"2021-07-11T12:50:00.000+0000",70,81,73,28.45,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-11T17:33:00.000+0000","19.0","2021-07-11T13:00:00.000+0000","0.0","2021-07-11T14:54:00.000+0000"],[3,7,11,7,"2021-07-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1123,1129,6,6,0,0,"1100-1159",1548,1557,9,9,0,0,"1500-1559",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223339269111,"2021-07-11T18:23:00.000+0000","2021071116","2021-07-11T16:23:00.000+0000","2021071115","2021071114","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-11T08:50:00","FM-15","7","0.0",null,"2021-07-11T15:50:00.000+0000","2021071115",66,90,74,28.46,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-07-11T09:53:00","FM-15","7","0.0",null,"2021-07-11T15:53:00.000+0000",76,88,79,30.01,250,9,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-11T20:48:00.000+0000","9.0","2021-07-11T15:39:00.000+0000","0.0","2021-07-11T17:33:00.000+0000"],[3,7,11,7,"2021-07-11 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1633,1712,39,39,1,2,"1600-1659",1712,1733,21,21,1,1,"1700-1759",0,0,998,4,0,21,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",154619341737,"2021-07-11T21:33:00.000+0000","2021071119","2021-07-11T19:33:00.000+0000","2021071118","2021071117","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-07-11T12:53:00","FM-15","7","0.0",null,"2021-07-11T18:53:00.000+0000","2021071118",71,93,78,29.94,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-11T11:50:00","FM-15","7","0.0",null,"2021-07-11T18:50:00.000+0000",64,99,75,28.41,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-12T00:12:00.000+0000","6.0","2021-07-11T18:23:00.000+0000","0.0","2021-07-11T20:48:00.000+0000"],[3,7,11,7,"2021-07-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",1757,1828,31,31,1,2,"1700-1759",2117,2149,32,32,1,2,"2100-2159",0,0,948,4,10,0,1,0,21,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231928475049,"2021-07-12T00:57:00.000+0000","2021071122","2021-07-11T22:57:00.000+0000","2021071121","2021071120","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-11T15:47:00","FM-15","7","0.0",null,"2021-07-11T22:47:00.000+0000","2021071122",63,106,76,28.31,230,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-07-11T15:53:00","FM-15","7","0.0",null,"2021-07-11T22:53:00.000+0000",31,93,59,26.7,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-12T03:17:00.000+0000","39.0","2021-07-11T21:33:00.000+0000","0.0","2021-07-12T00:12:00.000+0000"],[3,7,11,7,"2021-07-11 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",2202,2247,45,45,1,3,"2200-2259",2327,5,38,38,1,2,"2300-2359",0,0,948,4,13,0,0,0,25,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",240518773260,"2021-07-12T04:02:00.000+0000","2021071202","2021-07-12T02:02:00.000+0000","2021071201","2021071200","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-07-11T18:53:00","FM-15","7","0.0",null,"2021-07-12T01:53:00.000+0000","2021071201",39,88,60,26.69,290,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-11T18:47:00","FM-15","7","0.0",null,"2021-07-12T01:47:00.000+0000",61,104,75,28.26,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-12T06:27:00.000+0000","31.0","2021-07-12T00:57:00.000+0000","0.0","2021-07-12T03:17:00.000+0000"],[3,7,14,3,"2021-07-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",750,836,46,46,1,3,"0700-0759",1304,1401,57,57,1,3,"1300-1359",0,0,1452,6,0,46,11,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180658220,"2021-07-14T14:50:00.000+0000","2021071412","2021-07-14T12:50:00.000+0000","2021071411","2021071410","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-14T05:50:00","FM-15","7","0.0","TS:7 |TS |TS","2021-07-14T12:50:00.000+0000","2021071412",66,88,73,28.5,340,null,10,"TS:7 ","TS ","TS",0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-07-14T06:45:00","FM-15","7","0.0",null,"2021-07-14T12:45:00.000+0000",63,70,66,29.08,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-14T18:04:00.000+0000","45.0","2021-07-12T04:02:00.000+0000","38.0","2021-07-12T06:27:00.000+0000"],[3,7,14,3,"2021-07-14 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1354,1451,57,57,1,3,"1300-1359",1521,1633,72,72,1,4,"1500-1559",0,0,1452,6,0,0,15,0,57,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",223339327712,"2021-07-14T18:54:00.000+0000","2021071416","2021-07-14T16:54:00.000+0000","2021071415","2021071414","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-07-14T10:45:00","FM-15","7","0.0",null,"2021-07-14T16:45:00.000+0000","2021071416",64,79,69,29.05,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-14T09:50:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-07-14T16:50:00.000+0000",72,77,74,28.57,120,15,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-14T22:21:00.000+0000","46.0","2021-07-14T14:50:00.000+0000","0.0","2021-07-14T18:04:00.000+0000"],[3,7,14,3,"2021-07-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12278,"ICT","KS",1808,1758,-10,0,0,-1,"1800-1859",2216,2223,7,7,0,0,"2200-2259",0,0,855,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146030003642,"2021-07-15T01:08:00.000+0000","2021071423","2021-07-14T23:08:00.000+0000","2021071422","2021071421","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-14T15:50:00","FM-15","7","0.0",null,"2021-07-14T22:50:00.000+0000","2021071422",70,88,75,28.49,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-07-14T16:53:00","FM-15","7","0.0",null,"2021-07-14T22:53:00.000+0000",66,90,74,28.54,190,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-15T03:16:00.000+0000","57.0","2021-07-14T18:54:00.000+0000","72.0","2021-07-14T22:21:00.000+0000"],[3,7,14,3,"2021-07-14 00:00:00","G4",20368,"281NV",12278,"ICT","KS",10466,"AZA","AZ",2301,50,109,109,1,7,"2300-2359",2312,59,107,107,1,7,"2300-2359",0,0,855,4,0,102,0,0,5,2021,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago",967562,"2021-07-15T04:01:00.000+0000","2021071502","2021-07-15T02:01:00.000+0000","2021071501","2021071500","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-07-14T19:53:00","FM-15","7","0.0",null,"2021-07-15T01:53:00.000+0000","2021071501",66,83,72,28.54,180,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-14T18:50:00","FM-15","7","0.0",null,"2021-07-15T01:50:00.000+0000",64,88,72,28.46,120,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-15T06:12:00.000+0000","0.0","2021-07-15T01:08:00.000+0000","0.0","2021-07-15T03:16:00.000+0000"],[3,7,15,4,"2021-07-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14679,"SAN","CA",1012,1005,-7,0,0,-1,"1000-1059",1122,1114,-8,0,0,-1,"1100-1159",0,0,324,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338563037,"2021-07-15T17:12:00.000+0000","2021071515","2021-07-15T15:12:00.000+0000","2021071514","2021071513","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-15T07:50:00","FM-15","7","0.0",null,"2021-07-15T14:50:00.000+0000","2021071514",66,86,72,28.5,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-07-15T06:51:00","FM-15","7","0.0",null,"2021-07-15T14:51:00.000+0000",63,73,67,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-15T18:22:00.000+0000","109.0","2021-07-15T04:01:00.000+0000","107.0","2021-07-15T06:12:00.000+0000"],[3,7,15,4,"2021-07-15 00:00:00","G4",20368,"281NV",14679,"SAN","CA",10849,"BZN","MT",1207,1226,19,19,1,1,"1200-1259",1530,1548,18,18,1,1,"1500-1559",0,0,956,4,18,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",128849306934,"2021-07-15T19:07:00.000+0000","2021071517","2021-07-15T17:07:00.000+0000","2021071516","2021071515","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-07-15T08:51:00","FM-15","7","0.0",null,"2021-07-15T16:51:00.000+0000","2021071516",63,75,67,29.99,250,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-07-15T09:56:00","FM-15","7","0.0",null,"2021-07-15T16:56:00.000+0000",46,77,59,25.48,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-15T21:30:00.000+0000","0.0","2021-07-15T17:12:00.000+0000","0.0","2021-07-15T18:22:00.000+0000"],[3,7,15,4,"2021-07-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",1729,1947,138,138,1,9,"1700-1759",2200,19,139,139,1,9,"2200-2259",0,0,1072,5,0,0,139,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137440151360,"2021-07-16T00:29:00.000+0000","2021071522","2021-07-15T22:29:00.000+0000","2021071521","2021071520","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-15T14:50:00","FM-15","7","0.0",null,"2021-07-15T21:50:00.000+0000","2021071521",66,97,75,28.44,190,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-07-15T15:56:00","FM-15","7","0.0",null,"2021-07-15T21:56:00.000+0000",60,80,67,28.49,140,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-16T03:00:00.000+0000","19.0","2021-07-15T19:07:00.000+0000","18.0","2021-07-15T21:30:00.000+0000"],[3,7,15,4,"2021-07-15 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",2250,51,121,121,1,8,"2200-2259",2329,125,116,116,1,7,"2300-2359",0,0,1072,5,0,0,0,0,116,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",240519215846,"2021-07-16T03:50:00.000+0000","2021071601","2021-07-16T01:50:00.000+0000","2021071600","2021071523","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-07-15T18:56:00","FM-15","7","0.0",null,"2021-07-16T00:56:00.000+0000","2021071600",61,78,67,28.48,100,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-15T18:50:00","FM-15","7","0.0",null,"2021-07-16T01:50:00.000+0000",63,93,73,28.39,20,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-16T06:29:00.000+0000","138.0","2021-07-16T00:29:00.000+0000","0.0","2021-07-16T03:00:00.000+0000"],[3,7,16,5,"2021-07-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",640,634,-6,0,0,-1,"0600-0659",952,944,-8,0,0,-1,"0900-0959",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1224203,"2021-07-16T13:40:00.000+0000","2021071611","2021-07-16T11:40:00.000+0000","2021071610","2021071609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-16T04:35:00","FM-15","7","0.0",null,"2021-07-16T11:35:00.000+0000","2021071611",69,83,73,28.43,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-07-16T03:52:00","FM-15","7","0.0",null,"2021-07-16T10:52:00.000+0000",58,63,60,26.64,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-16T15:52:00.000+0000","121.0","2021-07-16T03:50:00.000+0000","116.0","2021-07-16T06:29:00.000+0000"],[3,7,16,5,"2021-07-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1242,1448,126,126,1,8,"1200-1259",1506,1711,125,125,1,8,"1500-1559",0,0,477,2,17,0,0,0,108,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223339089745,"2021-07-16T19:42:00.000+0000","2021071617","2021-07-16T17:42:00.000+0000","2021071616","2021071615","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-16T09:50:00","FM-15","7","0.0","TS:7 RA:02 |RA TS |RA TS","2021-07-16T16:50:00.000+0000","2021071616",72,79,74,28.51,180,8,10,"TS:7 RA:02 ","RA TS ","RA TS",0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-16T09:56:00","FM-15","7","0.0",null,"2021-07-16T16:56:00.000+0000",52,82,63,25.51,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-16T21:06:00.000+0000","0.0","2021-07-16T13:40:00.000+0000","0.0","2021-07-16T15:52:00.000+0000"],[3,7,16,5,"2021-07-16 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1551,1759,128,128,1,8,"1500-1559",1619,1827,128,128,1,8,"1600-1659",0,0,477,2,3,0,0,0,125,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",188979022871,"2021-07-16T21:51:00.000+0000","2021071619","2021-07-16T19:51:00.000+0000","2021071618","2021071617","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-16T11:56:00","FM-15","7","0.0",null,"2021-07-16T18:56:00.000+0000","2021071618",49,87,64,25.49,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-16T12:50:00","FM-15","7","0.0",null,"2021-07-16T19:50:00.000+0000",70,82,74,28.46,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-16T23:19:00.000+0000","126.0","2021-07-16T19:42:00.000+0000","0.0","2021-07-16T21:06:00.000+0000"],[3,7,16,5,"2021-07-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1900,2058,118,118,1,7,"1900-1959",2054,2256,122,122,1,8,"2000-2059",0,0,668,3,57,0,4,0,61,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720340638,"2021-07-17T02:00:00.000+0000","2021071700","2021-07-17T00:00:00.000+0000","2021071623","2021071622","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-16T16:55:00","FM-15","7","0.0",null,"2021-07-16T23:55:00.000+0000","2021071623",66,95,75,28.38,140,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-16T15:53:00","FM-15","7","0.0",null,"2021-07-16T23:53:00.000+0000",53,64,58,29.83,310,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-17T03:54:00.000+0000","128.0","2021-07-16T21:51:00.000+0000","128.0","2021-07-16T23:19:00.000+0000"],[3,7,16,5,"2021-07-16 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",2139,2334,115,115,1,7,"2100-2159",2333,120,107,107,1,7,"2300-2359",0,0,668,3,0,0,0,0,107,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",223338800729,"2021-07-17T04:39:00.000+0000","2021071702","2021-07-17T02:39:00.000+0000","2021071701","2021071700","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-16T18:15:00","FM-16","7","0.0",null,"2021-07-17T02:15:00.000+0000","2021071702",52,60,56,29.8,310,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-16T18:50:00","FM-15","7","0.0",null,"2021-07-17T01:50:00.000+0000",63,90,72,28.41,140,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-17T06:33:00.000+0000","118.0","2021-07-17T02:00:00.000+0000","0.0","2021-07-17T03:54:00.000+0000"],[3,7,17,6,"2021-07-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",820,813,-7,0,0,-1,"0800-0859",1312,1307,-5,0,0,-1,"1300-1359",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079930083,"2021-07-17T15:20:00.000+0000","2021071713","2021-07-17T13:20:00.000+0000","2021071712","2021071711","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-17T05:55:00","FM-15","7","0.0",null,"2021-07-17T12:55:00.000+0000","2021071712",70,79,73,28.48,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-07-17T06:52:00","FM-15","7","0.0","BR:1 ||","2021-07-17T12:52:00.000+0000",64,67,65,29.19,0,0,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-17T18:12:00.000+0000","115.0","2021-07-17T04:39:00.000+0000","107.0","2021-07-17T06:33:00.000+0000"],[3,7,17,6,"2021-07-17 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1402,1456,54,54,1,3,"1400-1459",1500,1559,59,59,1,3,"1500-1559",0,0,1240,5,54,0,5,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",171799014924,"2021-07-17T19:02:00.000+0000","2021071717","2021-07-17T17:02:00.000+0000","2021071716","2021071715","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-07-17T10:58:00","FM-16","7","0.0",null,"2021-07-17T16:58:00.000+0000","2021071716",63,79,69,29.21,40,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-17T09:47:00","FM-15","7","0.0",null,"2021-07-17T16:47:00.000+0000",66,88,73,28.52,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-17T22:00:00.000+0000","0.0","2021-07-17T15:20:00.000+0000","0.0","2021-07-17T18:12:00.000+0000"],[3,7,17,6,"2021-07-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",1601,1652,51,51,1,3,"1600-1659",2055,2145,50,50,1,3,"2000-2059",0,0,1288,6,0,0,0,0,50,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518955293,"2021-07-17T23:01:00.000+0000","2021071721","2021-07-17T21:01:00.000+0000","2021071720","2021071719","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-17T13:58:00","FM-15","7","0.0",null,"2021-07-17T20:58:00.000+0000","2021071720",64,97,74,28.46,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-07-17T14:52:00","FM-15","7","0.0",null,"2021-07-17T20:52:00.000+0000",60,84,69,29.48,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-18T01:55:00.000+0000","54.0","2021-07-17T19:02:00.000+0000","0.0","2021-07-17T22:00:00.000+0000"],[3,7,17,6,"2021-07-17 00:00:00","G4",20368,"281NV",13367,"MLI","IL",10466,"AZA","AZ",2145,2229,44,44,1,2,"2100-2159",2250,2329,39,39,1,2,"2200-2259",0,0,1288,6,0,0,0,0,39,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",154619632359,"2021-07-18T02:45:00.000+0000","2021071800","2021-07-18T00:45:00.000+0000","2021071723","2021071722","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-07-17T17:52:00","FM-15","7","0.0",null,"2021-07-17T23:52:00.000+0000","2021071723",62,83,69,29.46,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-17T16:55:00","FM-15","7","0.0",null,"2021-07-17T23:55:00.000+0000",63,99,74,28.41,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-18T05:50:00.000+0000","51.0","2021-07-17T23:01:00.000+0000","0.0","2021-07-18T01:55:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",650,637,-13,0,0,-1,"0600-0659",957,944,-13,0,0,-1,"0900-0959",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",165381,"2021-07-18T13:50:00.000+0000","2021071811","2021-07-18T11:50:00.000+0000","2021071810","2021071809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T04:47:00","FM-15","7","0.0",null,"2021-07-18T11:47:00.000+0000","2021071811",68,84,73,28.49,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-07-18T03:53:00","FM-15","7","0.0",null,"2021-07-18T10:53:00.000+0000",36,72,53,26.41,220,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-18T15:57:00.000+0000","44.0","2021-07-18T02:45:00.000+0000","39.0","2021-07-18T05:50:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1042,1034,-8,0,0,-1,"1000-1059",1154,1142,-12,0,0,-1,"1100-1159",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",60129976916,"2021-07-18T16:42:00.000+0000","2021071814","2021-07-18T14:42:00.000+0000","2021071813","2021071812","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-07-18T06:53:00","FM-15","7","0.0",null,"2021-07-18T13:53:00.000+0000","2021071813",40,72,55,26.44,230,10,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T06:47:00","FM-15","7","0.0",null,"2021-07-18T13:47:00.000+0000",70,84,74,28.53,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-18T18:54:00.000+0000","0.0","2021-07-18T13:50:00.000+0000","0.0","2021-07-18T15:57:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1239,1333,54,54,1,3,"1200-1259",1727,1820,53,53,1,3,"1700-1759",0,0,1220,5,0,53,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109401372,"2021-07-18T19:39:00.000+0000","2021071817","2021-07-18T17:39:00.000+0000","2021071816","2021071815","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T09:50:00","FM-15","7","0.0",null,"2021-07-18T16:50:00.000+0000","2021071816",66,90,74,28.6,150,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-18T10:53:00","FM-15","7","0.0",null,"2021-07-18T16:53:00.000+0000",61,84,69,29.2,180,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-18T22:27:00.000+0000","0.0","2021-07-18T16:42:00.000+0000","0.0","2021-07-18T18:54:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1817,1900,43,43,1,2,"1800-1859",1915,1950,35,35,1,2,"1900-1959",0,0,1220,5,0,0,0,0,35,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",103080164313,"2021-07-18T23:17:00.000+0000","2021071821","2021-07-18T21:17:00.000+0000","2021071820","2021071819","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-18T14:53:00","FM-15","7","0.0",null,"2021-07-18T20:53:00.000+0000","2021071820",56,88,68,29.18,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T13:55:00","FM-15","7","0.0",null,"2021-07-18T20:55:00.000+0000",68,91,75,28.54,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T02:15:00.000+0000","54.0","2021-07-18T19:39:00.000+0000","0.0","2021-07-18T22:27:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",2005,2038,33,33,1,2,"2000-2059",2229,2259,30,30,1,2,"2200-2259",0,0,477,2,0,0,0,0,30,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698788818,"2021-07-19T03:05:00.000+0000","2021071901","2021-07-19T01:05:00.000+0000","2021071900","2021071823","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T17:50:00","FM-15","7","0.0",null,"2021-07-19T00:50:00.000+0000","2021071900",64,97,74,28.48,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-18T17:56:00","FM-15","7","0.0",null,"2021-07-19T00:56:00.000+0000",51,95,67,25.51,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T04:29:00.000+0000","43.0","2021-07-18T23:17:00.000+0000","0.0","2021-07-19T02:15:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2314,2346,32,32,1,2,"2300-2359",2342,7,25,25,1,1,"2300-2359",0,0,477,2,2,0,0,0,23,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",206159352082,"2021-07-19T05:14:00.000+0000","2021071903","2021-07-19T03:14:00.000+0000","2021071902","2021071901","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-18T19:56:00","FM-15","7","0.0",null,"2021-07-19T02:56:00.000+0000","2021071902",55,89,67,25.53,90,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T19:57:00","FM-15","7","0.0",null,"2021-07-19T02:57:00.000+0000",64,97,74,28.5,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T06:42:00.000+0000","33.0","2021-07-19T03:05:00.000+0000","0.0","2021-07-19T04:29:00.000+0000"],[3,7,18,7,"2021-07-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",2353,102,69,69,1,4,"2300-2359",510,605,55,55,1,3,"0001-0559",0,0,1373,6,0,0,0,44,11,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",206159349201,"2021-07-19T06:53:00.000+0000","2021071904","2021-07-19T04:53:00.000+0000","2021071903","2021071902","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-18T21:50:00","FM-15","7","0.0",null,"2021-07-19T04:50:00.000+0000","2021071904",63,91,72,28.54,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-07-18T21:54:00","FM-15","7","0.0",null,"2021-07-19T03:54:00.000+0000",56,71,62,29.41,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T10:10:00.000+0000","0.0","2021-07-19T05:14:00.000+0000","0.0","2021-07-19T06:42:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",600,730,90,90,1,6,"0600-0659",730,831,61,61,1,4,"0700-0759",0,0,1373,6,61,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",25770135207,"2021-07-19T11:00:00.000+0000","2021071909","2021-07-19T09:00:00.000+0000","2021071908","2021071907","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-07-19T02:54:00","FM-15","7","0.0",null,"2021-07-19T08:54:00.000+0000","2021071908",56,64,59,29.41,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-19T01:55:00","FM-15","7","0.0",null,"2021-07-19T08:55:00.000+0000",66,87,73,28.52,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T14:30:00.000+0000","69.0","2021-07-19T06:53:00.000+0000","0.0","2021-07-19T10:10:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10713,"BOI","ID",842,931,49,49,1,3,"0800-0859",1145,1222,37,37,1,2,"1100-1159",0,0,749,3,0,0,0,0,37,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240519048218,"2021-07-19T15:42:00.000+0000","2021071913","2021-07-19T13:42:00.000+0000","2021071912","2021071911","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-19T05:50:00","FM-15","7","0.0",null,"2021-07-19T12:50:00.000+0000","2021071912",70,84,74,28.55,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-07-19T06:20:00","FM-16","7","0.0",null,"2021-07-19T13:20:00.000+0000",48,86,63,27.01,50,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T17:45:00.000+0000","90.0","2021-07-19T11:00:00.000+0000","0.0","2021-07-19T14:30:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",10713,"BOI","ID",14908,"SNA","CA",1230,1305,35,35,1,2,"1200-1259",1323,1412,49,49,1,3,"1300-1359",0,0,688,3,0,0,14,0,35,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",34360855311,"2021-07-19T18:30:00.000+0000","2021071916","2021-07-19T16:30:00.000+0000","2021071915","2021071914","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-07-19T08:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-07-19T15:53:00.000+0000","2021071915",48,80,61,27.06,290,10,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-07-19T07:53:00","FM-15","7","0.0",null,"2021-07-19T15:53:00.000+0000",63,78,68,29.97,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T20:23:00.000+0000","49.0","2021-07-19T15:42:00.000+0000","0.0","2021-07-19T17:45:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1408,1458,50,50,1,3,"1400-1459",1644,1733,49,49,1,3,"1600-1659",0,0,565,3,0,0,0,0,49,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",214748647435,"2021-07-19T21:08:00.000+0000","2021071919","2021-07-19T19:08:00.000+0000","2021071918","2021071917","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-07-19T10:53:00","FM-15","7","0.0",null,"2021-07-19T18:53:00.000+0000","2021071918",61,82,69,29.97,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-19T11:56:00","FM-15","7","0.0",null,"2021-07-19T18:56:00.000+0000",52,88,65,25.64,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-19T22:44:00.000+0000","35.0","2021-07-19T18:30:00.000+0000","0.0","2021-07-19T20:23:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1731,1811,40,40,1,2,"1700-1759",1759,1837,38,38,1,2,"1700-1759",0,0,477,2,0,0,0,0,38,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",60129619384,"2021-07-19T23:31:00.000+0000","2021071921","2021-07-19T21:31:00.000+0000","2021071920","2021071919","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-19T13:56:00","FM-15","7","0.0",null,"2021-07-19T20:56:00.000+0000","2021071920",50,94,66,25.6,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-19T13:50:00","FM-15","7","0.0","PO:1 ||DU","2021-07-19T20:50:00.000+0000",63,100,75,28.49,80,7,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-20T00:59:00.000+0000","50.0","2021-07-19T21:08:00.000+0000","0.0","2021-07-19T22:44:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1728,1931,123,123,1,8,"1700-1759",2200,3,123,123,1,8,"2200-2259",0,0,1092,5,123,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080019918,"2021-07-20T00:28:00.000+0000","2021071922","2021-07-19T22:28:00.000+0000","2021071921","2021071920","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-19T14:47:00","FM-15","7","0.0","PO:1 ||DU","2021-07-19T21:47:00.000+0000","2021071921",61,102,74,28.46,320,11,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-07-19T15:52:00","FM-15","7","0.0",null,"2021-07-19T21:52:00.000+0000",58,103,73,28.34,140,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-20T03:00:00.000+0000","0.0","2021-07-19T23:31:00.000+0000","0.0","2021-07-20T00:59:00.000+0000"],[3,7,19,1,"2021-07-19 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2245,110,145,145,1,9,"2200-2259",2327,149,142,142,1,9,"2300-2359",0,0,1092,5,0,0,0,22,120,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",8590693694,"2021-07-20T03:45:00.000+0000","2021072001","2021-07-20T01:45:00.000+0000","2021072000","2021071923","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-07-19T18:52:00","FM-15","7","0.0",null,"2021-07-20T00:52:00.000+0000","2021072000",60,94,71,28.33,160,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-19T17:50:00","FM-15","7","0.0",null,"2021-07-20T00:50:00.000+0000",61,100,74,28.44,280,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-20T06:27:00.000+0000","123.0","2021-07-20T00:28:00.000+0000","0.0","2021-07-20T03:00:00.000+0000"],[3,7,20,2,"2021-07-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",810,808,-2,0,0,-1,"0800-0859",1241,1242,1,1,0,0,"1200-1259",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77310422735,"2021-07-20T15:10:00.000+0000","2021072013","2021-07-20T13:10:00.000+0000","2021072012","2021072011","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-20T05:50:00","FM-15","7","0.0",null,"2021-07-20T12:50:00.000+0000","2021072012",66,88,73,28.5,160,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-07-20T06:56:00","FM-15","7","0.0",null,"2021-07-20T12:56:00.000+0000",62,69,65,28.68,30,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-20T17:41:00.000+0000","145.0","2021-07-20T03:45:00.000+0000","142.0","2021-07-20T06:27:00.000+0000"],[3,7,20,2,"2021-07-20 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1326,1326,0,0,0,0,"1300-1359",1405,1357,-8,0,0,-1,"1400-1459",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",68719496605,"2021-07-20T18:26:00.000+0000","2021072016","2021-07-20T16:26:00.000+0000","2021072015","2021072014","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-07-20T09:56:00","FM-15","7","0.0",null,"2021-07-20T15:56:00.000+0000","2021072015",62,79,68,28.68,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-20T08:47:00","FM-15","7","0.0",null,"2021-07-20T15:47:00.000+0000",70,91,76,28.53,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-20T21:05:00.000+0000","0.0","2021-07-20T15:10:00.000+0000","0.0","2021-07-20T17:41:00.000+0000"],[3,7,20,2,"2021-07-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",1450,1446,-4,0,0,-1,"1400-1459",1921,1935,14,14,0,0,"1900-1959",0,0,1066,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489718546,"2021-07-20T21:50:00.000+0000","2021072019","2021-07-20T19:50:00.000+0000","2021072018","2021072017","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-20T11:50:00","FM-15","7","0.0",null,"2021-07-20T18:50:00.000+0000","2021072018",66,95,75,28.49,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-07-20T12:52:00","FM-15","7","0.0",null,"2021-07-20T18:52:00.000+0000",62,80,68,28.77,60,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-21T00:21:00.000+0000","0.0","2021-07-20T18:26:00.000+0000","0.0","2021-07-20T21:05:00.000+0000"],[3,7,20,2,"2021-07-20 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",2006,2020,14,14,0,0,"2000-2059",2042,2126,44,44,1,2,"2000-2059",0,0,1066,5,0,30,14,0,0,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",206159125949,"2021-07-21T01:06:00.000+0000","2021072023","2021-07-20T23:06:00.000+0000","2021072022","2021072021","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-07-20T16:52:00","FM-15","7","0.0",null,"2021-07-20T22:52:00.000+0000","2021072022",62,82,69,28.71,40,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-20T15:50:00","FM-15","7","0.0",null,"2021-07-20T22:50:00.000+0000",64,102,76,28.36,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-21T03:42:00.000+0000","0.0","2021-07-20T21:50:00.000+0000","0.0","2021-07-21T00:21:00.000+0000"],[3,7,21,3,"2021-07-21 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13367,"MLI","IL",700,801,61,61,1,4,"0700-0759",1154,1322,88,88,1,5,"1100-1159",0,0,1288,6,0,61,27,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",266288069641,"2021-07-21T14:00:00.000+0000","2021072112","2021-07-21T12:00:00.000+0000","2021072111","2021072110","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-21T04:55:00","FM-15","7","0.0",null,"2021-07-21T11:55:00.000+0000","2021072111",66,88,73,28.38,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-07-21T05:52:00","FM-15","7","0.0","BR:1 ||","2021-07-21T11:52:00.000+0000",67,70,68,29.47,110,5,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-21T16:54:00.000+0000","14.0","2021-07-21T01:06:00.000+0000","44.0","2021-07-21T03:42:00.000+0000"],[3,7,24,6,"2021-07-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11423,"DSM","IA",1032,1112,40,40,1,2,"1000-1059",1512,1605,53,53,1,3,"1500-1559",0,0,1137,5,40,0,13,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080074757,"2021-07-24T17:32:00.000+0000","2021072415","2021-07-24T15:32:00.000+0000","2021072414","2021072413","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-24T07:50:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-07-24T14:50:00.000+0000","2021072414",72,73,72,28.58,130,6,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-07-24T08:54:00","FM-15","7","0.0",null,"2021-07-24T14:54:00.000+0000",72,84,76,28.9,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-24T20:12:00.000+0000","61.0","2021-07-21T14:00:00.000+0000","88.0","2021-07-21T16:54:00.000+0000"],[3,7,24,6,"2021-07-24 00:00:00","G4",20368,"281NV",11423,"DSM","IA",10466,"AZA","AZ",1557,1656,59,59,1,3,"1500-1559",1642,1746,64,64,1,4,"1600-1659",0,0,1137,5,6,0,5,0,53,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",206159541191,"2021-07-24T20:57:00.000+0000","2021072418","2021-07-24T18:57:00.000+0000","2021072417","2021072416","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-07-24T12:54:00","FM-15","7","0.0",null,"2021-07-24T18:54:00.000+0000","2021072418",73,90,78,28.89,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-24T11:50:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-07-24T18:50:00.000+0000",72,72,72,28.62,150,10,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-24T23:42:00.000+0000","40.0","2021-07-24T17:32:00.000+0000","0.0","2021-07-24T20:12:00.000+0000"],[3,7,24,6,"2021-07-24 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",1722,1846,84,84,1,5,"1700-1759",2153,2324,91,91,1,6,"2100-2159",0,0,1066,5,20,0,7,0,64,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",171799295645,"2021-07-25T00:22:00.000+0000","2021072422","2021-07-24T22:22:00.000+0000","2021072421","2021072420","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-24T14:53:00","FM-15","7","0.0",null,"2021-07-24T21:53:00.000+0000","2021072421",72,77,74,28.57,140,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-07-24T15:52:00","FM-15","7","0.0",null,"2021-07-24T21:52:00.000+0000",71,91,77,28.65,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-25T02:53:00.000+0000","59.0","2021-07-24T20:57:00.000+0000","0.0","2021-07-24T23:42:00.000+0000"],[3,7,24,6,"2021-07-24 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",2238,16,98,98,1,6,"2200-2259",2314,100,106,106,1,7,"2300-2359",0,0,1066,5,7,0,8,0,91,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",171799014928,"2021-07-25T03:38:00.000+0000","2021072501","2021-07-25T01:38:00.000+0000","2021072500","2021072423","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-07-24T18:52:00","FM-15","7","0.0",null,"2021-07-25T00:52:00.000+0000","2021072500",74,86,77,28.63,230,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-24T17:50:00","FM-15","7","0.0",null,"2021-07-25T00:50:00.000+0000",70,77,72,28.51,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-25T06:14:00.000+0000","84.0","2021-07-25T00:22:00.000+0000","0.0","2021-07-25T02:53:00.000+0000"],[3,7,25,7,"2021-07-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11775,"FSD","SD",710,711,1,1,0,0,"0700-0759",1141,1145,4,4,0,0,"1100-1159",0,0,1072,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180750483,"2021-07-25T14:10:00.000+0000","2021072512","2021-07-25T12:10:00.000+0000","2021072511","2021072510","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-25T04:50:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-07-25T11:50:00.000+0000","2021072511",70,73,71,28.53,170,6,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-07-25T05:56:00","FM-15","7","0.0",null,"2021-07-25T11:56:00.000+0000",58,63,60,28.52,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-25T16:41:00.000+0000","98.0","2021-07-25T03:38:00.000+0000","106.0","2021-07-25T06:14:00.000+0000"],[3,7,25,7,"2021-07-25 00:00:00","G4",20368,"281NV",11775,"FSD","SD",10466,"AZA","AZ",1226,1230,4,4,0,0,"1200-1259",1305,1315,10,10,0,0,"1300-1359",0,0,1072,5,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",146029070762,"2021-07-25T17:26:00.000+0000","2021072515","2021-07-25T15:26:00.000+0000","2021072514","2021072513","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-07-25T08:56:00","FM-15","7","0.0",null,"2021-07-25T14:56:00.000+0000","2021072514",63,84,70,28.53,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-25T07:55:00","FM-15","7","0.0",null,"2021-07-25T14:55:00.000+0000",70,73,71,28.58,120,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-25T20:05:00.000+0000","1.0","2021-07-25T14:10:00.000+0000","0.0","2021-07-25T16:41:00.000+0000"],[3,7,25,7,"2021-07-25 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11603,"EUG","OR",1350,1420,30,30,1,2,"1300-1359",1619,1636,17,17,1,1,"1600-1659",0,0,971,4,17,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34360363584,"2021-07-25T20:50:00.000+0000","2021072518","2021-07-25T18:50:00.000+0000","2021072517","2021072516","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-25T10:53:00","FM-15","7","0.0",null,"2021-07-25T17:53:00.000+0000","2021072517",72,75,73,28.58,160,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-07-25T09:54:00","FM-15","7","0.0",null,"2021-07-25T17:54:00.000+0000",56,79,65,29.65,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-25T23:19:00.000+0000","4.0","2021-07-25T17:26:00.000+0000","0.0","2021-07-25T20:05:00.000+0000"],[3,7,25,7,"2021-07-25 00:00:00","G4",20368,"281NV",11603,"EUG","OR",13796,"OAK","CA",1704,1737,33,33,1,2,"1700-1759",1826,1911,45,45,1,3,"1800-1859",0,0,445,2,16,0,12,0,17,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",111669348753,"2021-07-26T00:04:00.000+0000","2021072522","2021-07-25T22:04:00.000+0000","2021072521","2021072520","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-07-25T13:54:00","FM-15","7","0.0",null,"2021-07-25T21:54:00.000+0000","2021072521",55,91,68,29.58,340,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-25T13:53:00","FM-15","7","0.0",null,"2021-07-25T21:53:00.000+0000",55,68,60,29.81,310,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T01:26:00.000+0000","30.0","2021-07-25T20:50:00.000+0000","0.0","2021-07-25T23:19:00.000+0000"],[3,7,25,7,"2021-07-25 00:00:00","G4",20368,"281NV",13796,"OAK","CA",11603,"EUG","OR",1911,2012,61,61,1,4,"1900-1959",2032,2131,59,59,1,3,"2000-2059",0,0,445,2,7,0,9,0,43,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",197569202178,"2021-07-26T02:11:00.000+0000","2021072600","2021-07-26T00:11:00.000+0000","2021072523","2021072522","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-25T15:53:00","FM-15","7","0.0",null,"2021-07-25T23:53:00.000+0000","2021072523",54,66,59,29.8,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-07-25T15:54:00","FM-15","7","0.0",null,"2021-07-25T23:54:00.000+0000",50,94,67,29.54,20,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T03:32:00.000+0000","33.0","2021-07-26T00:04:00.000+0000","0.0","2021-07-26T01:26:00.000+0000"],[3,7,25,7,"2021-07-25 00:00:00","G4",20368,"281NV",11603,"EUG","OR",10466,"AZA","AZ",2117,2229,72,72,1,4,"2100-2159",2344,104,80,80,1,5,"2300-2359",0,0,971,4,13,0,8,0,59,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",137439028426,"2021-07-26T04:17:00.000+0000","2021072602","2021-07-26T02:17:00.000+0000","2021072601","2021072600","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-07-25T17:54:00","FM-15","7","0.0",null,"2021-07-26T01:54:00.000+0000","2021072601",52,91,67,29.52,20,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-25T18:50:00","FM-15","7","0.0",null,"2021-07-26T01:50:00.000+0000",72,81,75,28.48,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T06:44:00.000+0000","61.0","2021-07-26T02:11:00.000+0000","0.0","2021-07-26T03:32:00.000+0000"],[3,7,26,1,"2021-07-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",600,600,0,0,0,0,"0600-0659",824,826,2,2,0,0,"0800-0859",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",163209475455,"2021-07-26T13:00:00.000+0000","2021072611","2021-07-26T11:00:00.000+0000","2021072610","2021072609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-26T03:55:00","FM-15","7","0.0",null,"2021-07-26T10:55:00.000+0000","2021072610",71,74,72,28.51,100,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-26T03:56:00","FM-15","7","0.0",null,"2021-07-26T10:56:00.000+0000",47,63,54,25.49,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T14:24:00.000+0000","72.0","2021-07-26T04:17:00.000+0000","80.0","2021-07-26T06:44:00.000+0000"],[3,7,26,1,"2021-07-26 00:00:00","G4",20368,"281NV",14314,"PVU","UT",14908,"SNA","CA",909,906,-3,0,0,-1,"0900-0959",953,959,6,6,0,0,"0900-0959",0,0,565,3,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",231929409947,"2021-07-26T15:09:00.000+0000","2021072613","2021-07-26T13:09:00.000+0000","2021072612","2021072611","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-26T05:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-07-26T12:56:00.000+0000","2021072612",50,63,56,25.52,0,0,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-07-26T04:53:00","FM-15","7","0.0",null,"2021-07-26T12:53:00.000+0000",63,70,66,29.86,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T16:53:00.000+0000","0.0","2021-07-26T13:00:00.000+0000","0.0","2021-07-26T14:24:00.000+0000"],[3,7,26,1,"2021-07-26 00:00:00","G4",20368,"281NV",14908,"SNA","CA",10713,"BOI","ID",1038,1046,8,8,0,0,"1000-1059",1332,1350,18,18,1,1,"1300-1359",0,0,688,3,8,0,10,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",240519215852,"2021-07-26T17:38:00.000+0000","2021072615","2021-07-26T15:38:00.000+0000","2021072614","2021072613","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-07-26T06:53:00","FM-15","7","0.0",null,"2021-07-26T14:53:00.000+0000","2021072614",62,72,66,29.87,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-07-26T07:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-07-26T14:53:00.000+0000",40,79,57,26.96,130,9,5,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T19:32:00.000+0000","0.0","2021-07-26T15:09:00.000+0000","0.0","2021-07-26T16:53:00.000+0000"],[3,7,26,1,"2021-07-26 00:00:00","G4",20368,"281NV",10713,"BOI","ID",10466,"AZA","AZ",1417,1435,18,18,1,1,"1400-1459",1515,1539,24,24,1,1,"1500-1559",0,0,749,3,0,0,6,0,18,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",197569202173,"2021-07-26T20:17:00.000+0000","2021072618","2021-07-26T18:17:00.000+0000","2021072617","2021072616","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-07-26T10:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-07-26T17:53:00.000+0000","2021072617",41,91,62,26.95,110,6,5,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-26T10:50:00","FM-15","7","0.0","PO:1 ||DU","2021-07-26T17:50:00.000+0000",66,88,73,28.55,180,3,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-26T22:15:00.000+0000","8.0","2021-07-26T17:38:00.000+0000","0.0","2021-07-26T19:32:00.000+0000"],[3,7,26,1,"2021-07-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1605,1647,42,42,1,2,"1600-1659",2223,2334,71,71,1,4,"2200-2259",0,0,1501,7,18,0,29,0,24,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180389319430,"2021-07-26T23:05:00.000+0000","2021072621","2021-07-26T21:05:00.000+0000","2021072620","2021072619","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-26T13:55:00","FM-15","7","0.0","PO:1 ||DU","2021-07-26T20:55:00.000+0000","2021072620",64,91,73,28.5,340,5,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-07-26T15:54:00","FM-15","7","0.0",null,"2021-07-26T20:54:00.000+0000",60,87,70,29.2,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-27T02:23:00.000+0000","18.0","2021-07-26T20:17:00.000+0000","0.0","2021-07-26T22:15:00.000+0000"],[3,7,26,1,"2021-07-26 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2313,23,70,70,1,4,"2300-2359",2344,107,83,83,1,5,"2300-2359",0,0,1501,7,0,0,13,0,70,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",51539892228,"2021-07-27T03:13:00.000+0000","2021072701","2021-07-27T01:13:00.000+0000","2021072700","2021072623","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-07-26T19:54:00","FM-15","7","0.0",null,"2021-07-27T00:54:00.000+0000","2021072700",65,77,69,29.2,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-26T17:47:00","FM-15","7","0.0",null,"2021-07-27T00:47:00.000+0000",61,93,72,28.44,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-27T06:44:00.000+0000","42.0","2021-07-26T23:05:00.000+0000","0.0","2021-07-27T02:23:00.000+0000"],[3,7,29,4,"2021-07-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",620,608,-12,0,0,-1,"0600-0659",1108,1054,-14,0,0,-1,"1100-1159",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",51540813977,"2021-07-29T13:20:00.000+0000","2021072911","2021-07-29T11:20:00.000+0000","2021072910","2021072909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-29T04:15:00","FM-15","7","0.0",null,"2021-07-29T11:15:00.000+0000","2021072911",67,84,72,28.42,150,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-29T04:53:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-07-29T10:53:00.000+0000",50,56,53,29.16,340,9,10,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-29T16:08:00.000+0000","70.0","2021-07-27T03:13:00.000+0000","83.0","2021-07-27T06:44:00.000+0000"],[3,7,29,4,"2021-07-29 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1158,1148,-10,0,0,-1,"1100-1159",1256,1233,-23,0,0,-2,"1200-1259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",60130209095,"2021-07-29T16:58:00.000+0000","2021072914","2021-07-29T14:58:00.000+0000","2021072913","2021072912","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-29T08:53:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-07-29T14:53:00.000+0000","2021072914",54,67,60,29.21,360,11,7,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-29T06:50:00","FM-15","7","0.0",null,"2021-07-29T13:50:00.000+0000",66,84,72,28.46,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-29T19:56:00.000+0000","0.0","2021-07-29T13:20:00.000+0000","0.0","2021-07-29T16:08:00.000+0000"],[3,7,29,4,"2021-07-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1322,1327,5,5,0,0,"1300-1359",1747,1800,13,13,0,0,"1700-1759",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130421687,"2021-07-29T20:22:00.000+0000","2021072918","2021-07-29T18:22:00.000+0000","2021072917","2021072916","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-29T10:50:00","FM-15","7","0.0",null,"2021-07-29T17:50:00.000+0000","2021072917",64,90,72,28.46,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-07-29T11:53:00","FM-15","7","0.0",null,"2021-07-29T17:53:00.000+0000",71,96,78,29.97,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-29T22:47:00.000+0000","0.0","2021-07-29T16:58:00.000+0000","0.0","2021-07-29T19:56:00.000+0000"],[3,7,29,4,"2021-07-29 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",1832,1850,18,18,1,1,"1800-1859",1911,1908,-3,0,0,-1,"1900-1959",0,0,998,4,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",163210068070,"2021-07-29T23:32:00.000+0000","2021072921","2021-07-29T21:32:00.000+0000","2021072920","2021072919","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-07-29T14:53:00","FM-15","7","0.0",null,"2021-07-29T20:53:00.000+0000","2021072920",69,95,77,29.95,160,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-29T13:50:00","FM-15","7","0.0",null,"2021-07-29T20:50:00.000+0000",57,99,71,28.4,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T02:11:00.000+0000","5.0","2021-07-29T20:22:00.000+0000","0.0","2021-07-29T22:47:00.000+0000"],[3,7,29,4,"2021-07-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1956,1959,3,3,0,0,"1900-1959",2220,2220,0,0,0,0,"2200-2259",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197569668587,"2021-07-30T02:56:00.000+0000","2021073000","2021-07-30T00:56:00.000+0000","2021072923","2021072922","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-29T17:50:00","FM-15","7","0.0",null,"2021-07-30T00:50:00.000+0000","2021073000",57,102,72,28.36,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-29T17:56:00","FM-15","7","0.0",null,"2021-07-30T00:56:00.000+0000",59,86,68,25.51,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T04:20:00.000+0000","18.0","2021-07-29T23:32:00.000+0000","0.0","2021-07-30T02:11:00.000+0000"],[3,7,29,4,"2021-07-29 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2305,2256,-9,0,0,-1,"2300-2359",2333,2334,1,1,0,0,"2300-2359",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",34361048323,"2021-07-30T05:05:00.000+0000","2021073003","2021-07-30T03:05:00.000+0000","2021073002","2021073001","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-07-29T19:56:00","FM-15","7","0.0",null,"2021-07-30T02:56:00.000+0000","2021073002",62,82,69,25.53,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-29T19:50:00","FM-15","7","0.0",null,"2021-07-30T02:50:00.000+0000",61,93,72,28.4,90,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T06:33:00.000+0000","3.0","2021-07-30T02:56:00.000+0000","0.0","2021-07-30T04:20:00.000+0000"],[3,7,30,5,"2021-07-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",600,554,-6,0,0,-1,"0600-0659",850,845,-5,0,0,-1,"0800-0859",0,0,704,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197568948227,"2021-07-30T13:00:00.000+0000","2021073011","2021-07-30T11:00:00.000+0000","2021073010","2021073009","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-30T03:55:00","FM-15","7","0.0",null,"2021-07-30T10:55:00.000+0000","2021073010",66,82,71,28.46,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-07-30T03:53:00","FM-15","7","0.0",null,"2021-07-30T10:53:00.000+0000",56,60,58,25.37,10,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T14:50:00.000+0000","0.0","2021-07-30T05:05:00.000+0000","1.0","2021-07-30T06:33:00.000+0000"],[3,7,30,5,"2021-07-30 00:00:00","G4",20368,"281NV",12280,"IDA","ID",14057,"PDX","OR",935,922,-13,0,0,-1,"0900-0959",1015,956,-19,0,0,-2,"1000-1059",0,0,539,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",8591055980,"2021-07-30T15:35:00.000+0000","2021073013","2021-07-30T13:35:00.000+0000","2021073012","2021073011","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-07-30T05:53:00","FM-15","7","0.0",null,"2021-07-30T12:53:00.000+0000","2021073012",54,57,55,25.38,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-07-30T04:53:00","FM-15","7","0.0",null,"2021-07-30T12:53:00.000+0000",56,69,61,29.83,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T17:15:00.000+0000","0.0","2021-07-30T13:00:00.000+0000","0.0","2021-07-30T14:50:00.000+0000"],[3,7,30,5,"2021-07-30 00:00:00","G4",20368,"281NV",14057,"PDX","OR",12280,"IDA","ID",1100,1058,-2,0,0,-1,"1100-1159",1332,1344,12,12,0,0,"1300-1359",0,0,539,3,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",128849092841,"2021-07-30T18:00:00.000+0000","2021073016","2021-07-30T16:00:00.000+0000","2021073015","2021073014","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-07-30T07:53:00","FM-15","7","0.0",null,"2021-07-30T15:53:00.000+0000","2021073015",57,75,64,29.85,360,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-07-30T08:53:00","FM-15","7","0.0",null,"2021-07-30T15:53:00.000+0000",57,72,63,25.39,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T19:32:00.000+0000","0.0","2021-07-30T15:35:00.000+0000","0.0","2021-07-30T17:15:00.000+0000"],[3,7,30,5,"2021-07-30 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",1417,1429,12,12,0,0,"1400-1459",1505,1526,21,21,1,1,"1500-1559",0,0,704,3,0,0,9,0,12,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",94490318440,"2021-07-30T20:17:00.000+0000","2021073018","2021-07-30T18:17:00.000+0000","2021073017","2021073016","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-07-30T10:53:00","FM-15","7","0.0",null,"2021-07-30T17:53:00.000+0000","2021073017",58,80,66,25.38,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-30T10:50:00","FM-15","7","0.0",null,"2021-07-30T17:50:00.000+0000",61,95,72,28.51,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-30T22:05:00.000+0000","0.0","2021-07-30T18:00:00.000+0000","0.0","2021-07-30T19:32:00.000+0000"],[3,7,30,5,"2021-07-30 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1555,1621,26,26,1,1,"1500-1559",2213,2250,37,37,1,2,"2200-2259",0,0,1501,7,5,0,11,0,21,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214748480952,"2021-07-30T22:55:00.000+0000","2021073020","2021-07-30T20:55:00.000+0000","2021073019","2021073018","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-30T13:50:00","FM-15","7","0.0",null,"2021-07-30T20:50:00.000+0000","2021073020",59,97,72,28.46,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-07-30T15:54:00","FM-15","7","0.0",null,"2021-07-30T20:54:00.000+0000",56,72,62,29.28,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-31T02:13:00.000+0000","12.0","2021-07-30T20:17:00.000+0000","0.0","2021-07-30T22:05:00.000+0000"],[3,7,30,5,"2021-07-30 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2303,2341,38,38,1,2,"2300-2359",2334,9,35,35,1,2,"2300-2359",0,0,1501,7,0,0,0,0,35,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",77310340706,"2021-07-31T03:03:00.000+0000","2021073101","2021-07-31T01:03:00.000+0000","2021073100","2021073023","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-07-30T19:54:00","FM-15","7","0.0",null,"2021-07-31T00:54:00.000+0000","2021073100",55,65,59,29.3,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-30T17:50:00","FM-15","7","0.0",null,"2021-07-31T00:50:00.000+0000",57,100,72,28.42,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-31T06:34:00.000+0000","26.0","2021-07-30T22:55:00.000+0000","0.0","2021-07-31T02:13:00.000+0000"],[3,7,31,6,"2021-07-31 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11986,"GRR","MI",815,810,-5,0,0,-1,"0800-0859",1443,1438,-5,0,0,-1,"1400-1459",0,0,1561,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",137440243167,"2021-07-31T15:15:00.000+0000","2021073113","2021-07-31T13:15:00.000+0000","2021073112","2021073111","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-31T05:55:00","FM-15","7","0.0",null,"2021-07-31T12:55:00.000+0000","2021073112",72,77,74,28.55,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-07-31T07:53:00","FM-15","7","0.0",null,"2021-07-31T12:53:00.000+0000",55,61,58,29.19,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-31T18:43:00.000+0000","38.0","2021-07-31T03:03:00.000+0000","35.0","2021-07-31T06:34:00.000+0000"],[3,7,31,6,"2021-07-31 00:00:00","G4",20368,"281NV",11986,"GRR","MI",10466,"AZA","AZ",1528,1535,7,7,0,0,"1500-1559",1607,1616,9,9,0,0,"1600-1659",0,0,1561,7,0,0,0,0,0,2021,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",8590730555,"2021-07-31T19:28:00.000+0000","2021073117","2021-07-31T17:28:00.000+0000","2021073116","2021073115","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-07-31T11:53:00","FM-15","7","0.0",null,"2021-07-31T16:53:00.000+0000","2021073116",55,73,62,29.17,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-31T09:50:00","FM-15","7","0.0",null,"2021-07-31T16:50:00.000+0000",70,82,74,28.6,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-07-31T23:07:00.000+0000","0.0","2021-07-31T15:15:00.000+0000","0.0","2021-07-31T18:43:00.000+0000"],[3,7,31,6,"2021-07-31 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1657,1743,46,46,1,3,"1600-1659",2145,2232,47,47,1,3,"2100-2159",0,0,1220,5,37,0,1,0,9,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720635988,"2021-07-31T23:57:00.000+0000","2021073121","2021-07-31T21:57:00.000+0000","2021073120","2021073119","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-31T14:50:00","FM-15","7","0.0",null,"2021-07-31T21:50:00.000+0000","2021073121",66,95,75,28.51,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-31T15:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-07-31T21:53:00.000+0000",48,81,62,29.16,360,17,3,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-01T02:45:00.000+0000","7.0","2021-07-31T19:28:00.000+0000","0.0","2021-07-31T23:07:00.000+0000"],[3,7,31,6,"2021-07-31 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2235,2318,43,43,1,2,"2200-2259",2333,2,29,29,1,1,"2300-2359",0,0,1220,5,0,0,0,0,29,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",249108958169,"2021-08-01T03:35:00.000+0000","2021080101","2021-08-01T01:35:00.000+0000","2021080100","2021073123","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-07-31T18:53:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-01T00:53:00.000+0000","2021080100",45,76,59,29.15,350,9,7,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-07-31T16:50:00","FM-15","4","0.0",null,"2021-07-31T23:50:00.000+0000",63,97,null,null,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-01T06:33:00.000+0000","46.0","2021-07-31T23:57:00.000+0000","0.0","2021-08-01T02:45:00.000+0000"],[3,8,1,7,"2021-08-01 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",640,637,-3,0,0,-1,"0600-0659",930,916,-14,0,0,-1,"0900-0959",0,0,704,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8590546942,"2021-08-01T13:40:00.000+0000","2021080111","2021-08-01T11:40:00.000+0000","2021080110","2021080109","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-01T04:35:00","FM-15","7","0.0",null,"2021-08-01T11:35:00.000+0000","2021080111",70,82,74,28.52,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-08-01T03:53:00","FM-15","7","0.0",null,"2021-08-01T10:53:00.000+0000",62,65,63,25.45,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-01T15:30:00.000+0000","43.0","2021-08-01T03:35:00.000+0000","29.0","2021-08-01T06:33:00.000+0000"],[3,8,1,7,"2021-08-01 00:00:00","G4",20368,"281NV",12280,"IDA","ID",13796,"OAK","CA",1015,1018,3,3,0,0,"1000-1059",1112,1106,-6,0,0,-1,"1100-1159",0,0,666,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",85899508375,"2021-08-01T16:15:00.000+0000","2021080114","2021-08-01T14:15:00.000+0000","2021080113","2021080112","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-08-01T06:53:00","FM-15","7","0.0",null,"2021-08-01T13:53:00.000+0000","2021080113",62,67,64,25.46,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-08-01T05:53:00","FM-15","7","0.0",null,"2021-08-01T13:53:00.000+0000",55,60,57,29.97,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-01T18:12:00.000+0000","0.0","2021-08-01T13:40:00.000+0000","0.0","2021-08-01T15:30:00.000+0000"],[3,8,1,7,"2021-08-01 00:00:00","G4",20368,"281NV",13796,"OAK","CA",12280,"IDA","ID",1157,1154,-3,0,0,-1,"1100-1159",1437,1429,-8,0,0,-1,"1400-1459",0,0,666,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",85899422323,"2021-08-01T18:57:00.000+0000","2021080116","2021-08-01T16:57:00.000+0000","2021080115","2021080114","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-08-01T08:53:00","FM-15","7","0.0",null,"2021-08-01T16:53:00.000+0000","2021080116",56,64,59,29.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-08-01T09:53:00","FM-15","7","0.0",null,"2021-08-01T16:53:00.000+0000",60,74,65,25.46,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-01T20:37:00.000+0000","3.0","2021-08-01T16:15:00.000+0000","0.0","2021-08-01T18:12:00.000+0000"],[3,8,1,7,"2021-08-01 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",1522,1531,9,9,0,0,"1500-1559",1610,1620,10,10,0,0,"1600-1659",0,0,704,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",128849770642,"2021-08-01T21:22:00.000+0000","2021080119","2021-08-01T19:22:00.000+0000","2021080118","2021080117","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-08-01T11:53:00","FM-15","7","0.0",null,"2021-08-01T18:53:00.000+0000","2021080118",58,80,66,25.44,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-01T11:55:00","FM-15","7","0.0",null,"2021-08-01T18:55:00.000+0000",63,97,74,28.56,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-01T23:10:00.000+0000","0.0","2021-08-01T18:57:00.000+0000","0.0","2021-08-01T20:37:00.000+0000"],[3,8,1,7,"2021-08-01 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",1655,1713,18,18,1,1,"1600-1659",2150,2212,22,22,1,1,"2100-2159",0,0,1312,6,8,0,4,0,10,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338459675,"2021-08-01T23:55:00.000+0000","2021080121","2021-08-01T21:55:00.000+0000","2021080120","2021080119","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-01T14:47:00","FM-15","7","0.0",null,"2021-08-01T21:47:00.000+0000","2021080121",63,100,75,28.5,280,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-08-01T15:54:00","FM-15","7","0.0",null,"2021-08-01T21:54:00.000+0000",60,78,67,29.36,10,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-02T02:50:00.000+0000","9.0","2021-08-01T21:22:00.000+0000","0.0","2021-08-01T23:10:00.000+0000"],[3,8,1,7,"2021-08-01 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",2235,2259,24,24,1,1,"2200-2259",2339,2400,21,21,1,1,"2300-2359",0,0,1312,6,0,0,2,0,19,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",34360242035,"2021-08-02T03:35:00.000+0000","2021080201","2021-08-02T01:35:00.000+0000","2021080200","2021080123","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-08-01T18:54:00","FM-15","7","0.0",null,"2021-08-02T00:54:00.000+0000","2021080200",58,75,65,29.37,30,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-01T17:53:00","FM-15","7","0.0",null,"2021-08-02T00:53:00.000+0000",59,100,73,28.46,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-02T06:39:00.000+0000","18.0","2021-08-01T23:55:00.000+0000","0.0","2021-08-02T02:50:00.000+0000"],[3,8,2,1,"2021-08-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14716,"SCK","CA",1230,1228,-2,0,0,-1,"1200-1259",1414,1411,-3,0,0,-1,"1400-1459",0,0,625,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698638775,"2021-08-02T19:30:00.000+0000","2021080217","2021-08-02T17:30:00.000+0000","2021080216","2021080215","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-02T09:55:00","FM-15","7","0.0",null,"2021-08-02T16:55:00.000+0000","2021080216",64,97,74,28.56,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-08-02T08:55:00","FM-15","7","0.0",null,"2021-08-02T16:55:00.000+0000",55,69,61,30.05,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-02T21:14:00.000+0000","24.0","2021-08-02T03:35:00.000+0000","21.0","2021-08-02T06:39:00.000+0000"],[3,8,2,1,"2021-08-02 00:00:00","G4",20368,"281NV",14716,"SCK","CA",10466,"AZA","AZ",1459,1457,-2,0,0,-1,"1400-1459",1643,1645,2,2,0,0,"1600-1659",0,0,625,3,0,0,0,0,0,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",25770220954,"2021-08-02T21:59:00.000+0000","2021080219","2021-08-02T19:59:00.000+0000","2021080218","2021080217","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-08-02T11:55:00","FM-15","7","0.0",null,"2021-08-02T19:55:00.000+0000","2021080219",53,81,64,30.02,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-02T11:50:00","FM-15","7","0.0",null,"2021-08-02T18:50:00.000+0000",63,100,75,28.52,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-02T23:43:00.000+0000","0.0","2021-08-02T19:30:00.000+0000","0.0","2021-08-02T21:14:00.000+0000"],[3,8,2,1,"2021-08-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1728,1752,24,24,1,1,"1700-1759",2200,2226,26,26,1,1,"2200-2259",0,0,1092,5,0,22,2,0,2,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231929428501,"2021-08-03T00:28:00.000+0000","2021080222","2021-08-02T22:28:00.000+0000","2021080221","2021080220","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-02T14:50:00","FM-15","7","0.0",null,"2021-08-02T21:50:00.000+0000","2021080221",61,106,75,28.46,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-08-02T15:52:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-02T21:52:00.000+0000",53,90,67,28.3,60,7,10,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-03T03:00:00.000+0000","0.0","2021-08-02T21:59:00.000+0000","0.0","2021-08-02T23:43:00.000+0000"],[3,8,2,1,"2021-08-02 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2245,2326,41,41,1,2,"2200-2259",2327,2350,23,23,1,1,"2300-2359",0,0,1092,5,15,0,0,0,8,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",85899866764,"2021-08-03T03:45:00.000+0000","2021080301","2021-08-03T01:45:00.000+0000","2021080300","2021080223","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-08-02T18:52:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-03T00:52:00.000+0000","2021080300",50,89,65,28.27,110,3,10,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-02T17:50:00","FM-15","7","0.0",null,"2021-08-03T00:50:00.000+0000",57,106,73,28.4,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-03T06:27:00.000+0000","24.0","2021-08-03T00:28:00.000+0000","0.0","2021-08-03T03:00:00.000+0000"],[3,8,4,3,"2021-08-04 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",840,829,-11,0,0,-1,"0800-0859",1151,1204,13,13,0,0,"1100-1159",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1099431,"2021-08-04T15:40:00.000+0000","2021080413","2021-08-04T13:40:00.000+0000","2021080412","2021080411","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-04T05:50:00","FM-15","7","0.0",null,"2021-08-04T12:50:00.000+0000","2021080412",61,82,68,28.38,100,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-08-04T05:52:00","FM-15","7","0.0","-RA:02 FU:3 |HZ FU RA |FU RA","2021-08-04T12:52:00.000+0000",59,66,62,26.79,360,8,10,"-RA:02 FU:3 ","HZ FU RA ","FU RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-04T17:51:00.000+0000","41.0","2021-08-03T03:45:00.000+0000","23.0","2021-08-03T06:27:00.000+0000"],[3,8,4,3,"2021-08-04 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10408,"ATW","WI",1241,1232,-9,0,0,-1,"1200-1259",1533,1525,-8,0,0,-1,"1500-1559",0,0,722,3,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",42950112354,"2021-08-04T18:41:00.000+0000","2021080416","2021-08-04T16:41:00.000+0000","2021080415","2021080414","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-08-04T08:52:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-04T15:52:00.000+0000","2021080415",58,70,63,26.81,330,5,10,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-08-04T09:45:00","FM-15","7","0.0",null,"2021-08-04T15:45:00.000+0000",63,75,67,29.13,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-04T20:33:00.000+0000","0.0","2021-08-04T15:40:00.000+0000","0.0","2021-08-04T17:51:00.000+0000"],[3,8,4,3,"2021-08-04 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1623,1617,-6,0,0,-1,"1600-1659",1752,1732,-20,0,0,-2,"1700-1759",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",257698320277,"2021-08-04T21:23:00.000+0000","2021080419","2021-08-04T19:23:00.000+0000","2021080418","2021080417","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-08-04T12:45:00","FM-15","7","0.0",null,"2021-08-04T18:45:00.000+0000","2021080418",59,81,67,29.11,250,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-04T10:50:00","FM-15","7","0.0",null,"2021-08-04T17:50:00.000+0000",59,100,73,28.41,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-05T00:52:00.000+0000","0.0","2021-08-04T18:41:00.000+0000","0.0","2021-08-04T20:33:00.000+0000"],[3,8,5,4,"2021-08-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14679,"SAN","CA",807,752,-15,0,0,-1,"0800-0859",917,904,-13,0,0,-1,"0900-0959",0,0,324,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188979657143,"2021-08-05T15:07:00.000+0000","2021080513","2021-08-05T13:07:00.000+0000","2021080512","2021080511","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-05T05:50:00","FM-15","7","0.0",null,"2021-08-05T12:50:00.000+0000","2021080512",61,88,70,28.45,110,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-05T04:51:00","FM-15","7","0.0",null,"2021-08-05T12:51:00.000+0000",61,68,64,29.89,310,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-05T16:17:00.000+0000","0.0","2021-08-04T21:23:00.000+0000","0.0","2021-08-05T00:52:00.000+0000"],[3,8,5,4,"2021-08-05 00:00:00","G4",20368,"281NV",14679,"SAN","CA",10849,"BZN","MT",1002,1002,0,0,0,0,"1000-1059",1325,1334,9,9,0,0,"1300-1359",0,0,956,4,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",8590395785,"2021-08-05T17:02:00.000+0000","2021080515","2021-08-05T15:02:00.000+0000","2021080514","2021080513","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-05T06:51:00","FM-15","7","0.0",null,"2021-08-05T14:51:00.000+0000","2021080514",61,69,64,29.9,290,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-05T07:56:00","FM-15","7","0.0",null,"2021-08-05T14:56:00.000+0000",52,65,57,25.59,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-05T19:25:00.000+0000","0.0","2021-08-05T15:07:00.000+0000","0.0","2021-08-05T16:17:00.000+0000"],[3,8,5,4,"2021-08-05 00:00:00","G4",20368,"281NV",10849,"BZN","MT",14679,"SAN","CA",1410,1409,-1,0,0,-1,"1400-1459",1531,1533,2,2,0,0,"1500-1559",0,0,956,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",137439029003,"2021-08-05T20:10:00.000+0000","2021080518","2021-08-05T18:10:00.000+0000","2021080517","2021080516","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-05T10:56:00","FM-15","7","0.0",null,"2021-08-05T17:56:00.000+0000","2021080517",47,79,60,25.55,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-05T09:51:00","FM-15","7","0.0",null,"2021-08-05T17:51:00.000+0000",62,73,66,29.93,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-05T22:31:00.000+0000","0.0","2021-08-05T17:02:00.000+0000","0.0","2021-08-05T19:25:00.000+0000"],[3,8,5,4,"2021-08-05 00:00:00","G4",20368,"281NV",14679,"SAN","CA",10466,"AZA","AZ",1616,1611,-5,0,0,-1,"1600-1659",1724,1724,0,0,0,0,"1700-1759",0,0,324,2,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",8590525510,"2021-08-05T23:16:00.000+0000","2021080521","2021-08-05T21:16:00.000+0000","2021080520","2021080519","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-05T12:51:00","FM-15","7","0.0",null,"2021-08-05T20:51:00.000+0000","2021080520",62,77,68,29.9,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-05T13:47:00","FM-15","7","0.0",null,"2021-08-05T20:47:00.000+0000",64,102,76,28.44,260,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-06T00:24:00.000+0000","0.0","2021-08-05T20:10:00.000+0000","0.0","2021-08-05T22:31:00.000+0000"],[3,8,6,5,"2021-08-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10713,"BOI","ID",841,841,0,0,0,0,"0800-0859",1145,1142,-3,0,0,-1,"1100-1159",0,0,749,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68719572700,"2021-08-06T15:41:00.000+0000","2021080613","2021-08-06T13:41:00.000+0000","2021080612","2021080611","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-06T05:50:00","FM-15","7","0.0",null,"2021-08-06T12:50:00.000+0000","2021080612",68,86,74,28.46,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-08-06T05:53:00","FM-15","7","0.0",null,"2021-08-06T12:53:00.000+0000",51,68,58,26.98,330,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-06T17:45:00.000+0000","0.0","2021-08-05T23:16:00.000+0000","0.0","2021-08-06T00:24:00.000+0000"],[3,8,6,5,"2021-08-06 00:00:00","G4",20368,"281NV",10713,"BOI","ID",14908,"SNA","CA",1230,1220,-10,0,0,-1,"1200-1259",1323,1346,23,23,1,1,"1300-1359",0,0,688,3,23,0,0,0,0,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",257698473118,"2021-08-06T18:30:00.000+0000","2021080616","2021-08-06T16:30:00.000+0000","2021080615","2021080614","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-08-06T08:53:00","FM-15","7","0.0",null,"2021-08-06T15:53:00.000+0000","2021080615",50,70,58,27.05,330,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-08-06T07:53:00","FM-15","7","0.0",null,"2021-08-06T15:53:00.000+0000",61,70,65,29.87,170,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-06T20:23:00.000+0000","0.0","2021-08-06T15:41:00.000+0000","0.0","2021-08-06T17:45:00.000+0000"],[3,8,6,5,"2021-08-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13796,"OAK","CA",1859,1915,16,16,1,1,"1800-1859",2052,2109,17,17,1,1,"2000-2059",0,0,668,3,0,0,17,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180571669,"2021-08-07T01:59:00.000+0000","2021080623","2021-08-06T23:59:00.000+0000","2021080622","2021080621","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-06T16:50:00","FM-15","7","0.0","PO:1 ||DU","2021-08-06T23:50:00.000+0000","2021080623",64,104,76,28.35,230,6,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-08-06T15:53:00","FM-15","7","0.0",null,"2021-08-06T23:53:00.000+0000",57,71,63,29.81,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-07T03:52:00.000+0000","0.0","2021-08-06T18:30:00.000+0000","23.0","2021-08-06T20:23:00.000+0000"],[3,8,6,5,"2021-08-06 00:00:00","G4",20368,"281NV",13796,"OAK","CA",10466,"AZA","AZ",2137,2143,6,6,0,0,"2100-2159",2330,2327,-3,0,0,-1,"2300-2359",0,0,668,3,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",17180104622,"2021-08-07T04:37:00.000+0000","2021080702","2021-08-07T02:37:00.000+0000","2021080701","2021080700","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-08-06T17:53:00","FM-15","7","0.0",null,"2021-08-07T01:53:00.000+0000","2021080701",57,65,60,29.8,290,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-06T17:47:00","FM-15","7","0.0","PO:1 ||DU","2021-08-07T00:47:00.000+0000",63,106,76,28.34,310,9,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-07T06:30:00.000+0000","16.0","2021-08-07T01:59:00.000+0000","0.0","2021-08-07T03:52:00.000+0000"],[3,8,7,6,"2021-08-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",630,619,-11,0,0,-1,"0600-0659",1304,1258,-6,0,0,-1,"1300-1359",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42949686746,"2021-08-07T13:30:00.000+0000","2021080711","2021-08-07T11:30:00.000+0000","2021080710","2021080709","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-07T04:15:00","FM-15","7","0.0",null,"2021-08-07T11:15:00.000+0000","2021080711",64,85,71,28.42,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-08-07T05:53:00","FM-15","7","0.0",null,"2021-08-07T10:53:00.000+0000",67,70,68,29.27,40,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-07T17:04:00.000+0000","6.0","2021-08-07T04:37:00.000+0000","0.0","2021-08-07T06:30:00.000+0000"],[3,8,7,6,"2021-08-07 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1354,1415,21,21,1,1,"1300-1359",1437,1527,50,50,1,3,"1400-1459",0,0,1599,7,0,0,50,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",137439730555,"2021-08-07T17:54:00.000+0000","2021080715","2021-08-07T15:54:00.000+0000","2021080714","2021080713","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-08-07T10:53:00","FM-15","7","0.0",null,"2021-08-07T15:53:00.000+0000","2021080715",68,72,69,29.32,360,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-07T08:50:00","FM-15","7","0.0",null,"2021-08-07T15:50:00.000+0000",64,91,73,28.48,160,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-07T21:37:00.000+0000","0.0","2021-08-07T13:30:00.000+0000","0.0","2021-08-07T17:04:00.000+0000"],[3,8,7,6,"2021-08-07 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11648,"FCA","MT",1712,1703,-9,0,0,-1,"1700-1759",2048,2035,-13,0,0,-1,"2000-2059",0,0,1044,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85899680220,"2021-08-08T00:12:00.000+0000","2021080722","2021-08-07T22:12:00.000+0000","2021080721","2021080720","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-07T14:50:00","FM-15","7","0.0",null,"2021-08-07T21:50:00.000+0000","2021080721",64,102,76,28.38,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-08-07T14:55:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-07T21:55:00.000+0000",49,81,62,26.76,250,15,10,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-08T02:48:00.000+0000","21.0","2021-08-07T17:54:00.000+0000","50.0","2021-08-07T21:37:00.000+0000"],[3,8,7,6,"2021-08-07 00:00:00","G4",20368,"281NV",11648,"FCA","MT",10466,"AZA","AZ",2133,2127,-6,0,0,-1,"2100-2159",2311,2253,-18,0,0,-2,"2300-2359",0,0,1044,5,0,0,0,0,0,2021,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver",197569127389,"2021-08-08T03:33:00.000+0000","2021080801","2021-08-08T01:33:00.000+0000","2021080800","2021080723","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-08-07T17:55:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-08-08T00:55:00.000+0000","2021080800",53,74,61,26.74,310,6,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-07T17:50:00","FM-15","7","0.0",null,"2021-08-08T00:50:00.000+0000",55,104,72,28.32,290,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-08T06:11:00.000+0000","0.0","2021-08-08T00:12:00.000+0000","0.0","2021-08-08T02:48:00.000+0000"],[3,8,8,7,"2021-08-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",610,614,4,4,0,0,"0600-0659",1102,1107,5,5,0,0,"1100-1159",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",586244,"2021-08-08T13:10:00.000+0000","2021080811","2021-08-08T11:10:00.000+0000","2021080810","2021080809","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-08T03:55:00","FM-15","7","0.0",null,"2021-08-08T10:55:00.000+0000","2021080810",67,87,73,28.39,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-08-08T04:52:00","FM-15","7","0.0",null,"2021-08-08T10:52:00.000+0000",68,72,69,28.85,170,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-08T16:02:00.000+0000","0.0","2021-08-08T03:33:00.000+0000","0.0","2021-08-08T06:11:00.000+0000"],[3,8,8,7,"2021-08-08 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1152,1158,6,6,0,0,"1100-1159",1251,1248,-3,0,0,-1,"1200-1259",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",240518289802,"2021-08-08T16:52:00.000+0000","2021080814","2021-08-08T14:52:00.000+0000","2021080813","2021080812","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-08-08T08:52:00","FM-15","7","0.0",null,"2021-08-08T14:52:00.000+0000","2021080814",69,76,71,28.9,210,13,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-08T07:50:00","FM-15","7","0.0",null,"2021-08-08T14:50:00.000+0000",66,88,73,28.46,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-08T19:51:00.000+0000","4.0","2021-08-08T13:10:00.000+0000","0.0","2021-08-08T16:02:00.000+0000"],[3,8,8,7,"2021-08-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1341,1338,-3,0,0,-1,"1300-1359",1517,1506,-11,0,0,-1,"1500-1559",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249108555557,"2021-08-08T20:41:00.000+0000","2021080818","2021-08-08T18:41:00.000+0000","2021080817","2021080816","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-08T10:50:00","FM-15","7","0.0",null,"2021-08-08T17:50:00.000+0000","2021080817",64,95,74,28.46,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-08-08T09:51:00","FM-15","7","0.0",null,"2021-08-08T17:51:00.000+0000",55,63,58,29.68,300,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-08T22:17:00.000+0000","6.0","2021-08-08T16:52:00.000+0000","0.0","2021-08-08T19:51:00.000+0000"],[3,8,8,7,"2021-08-08 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",1602,1549,-13,0,0,-1,"1600-1659",1730,1710,-20,0,0,-2,"1700-1759",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",415465,"2021-08-08T23:02:00.000+0000","2021080821","2021-08-08T21:02:00.000+0000","2021080820","2021080819","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-08-08T12:51:00","FM-15","7","0.0",null,"2021-08-08T20:51:00.000+0000","2021080820",57,71,63,29.67,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-08T13:50:00","FM-15","7","0.0",null,"2021-08-08T20:50:00.000+0000",63,99,74,28.4,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-09T00:30:00.000+0000","0.0","2021-08-08T20:41:00.000+0000","0.0","2021-08-08T22:17:00.000+0000"],[3,8,8,7,"2021-08-08 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",2005,2003,-2,0,0,-1,"2000-2059",2229,2227,-2,0,0,-1,"2200-2259",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749243231,"2021-08-09T03:05:00.000+0000","2021080901","2021-08-09T01:05:00.000+0000","2021080900","2021080823","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-08T17:52:00","FM-15","7","0.0",null,"2021-08-09T00:52:00.000+0000","2021080900",57,104,73,28.31,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-08-08T17:56:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-09T00:56:00.000+0000",32,92,59,25.35,0,0,8,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-09T04:29:00.000+0000","0.0","2021-08-08T23:02:00.000+0000","0.0","2021-08-09T00:30:00.000+0000"],[3,8,8,7,"2021-08-08 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2314,2313,-1,0,0,-1,"2300-2359",2342,2338,-4,0,0,-1,"2300-2359",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",163209001748,"2021-08-09T05:14:00.000+0000","2021080903","2021-08-09T03:14:00.000+0000","2021080902","2021080901","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-08-08T19:56:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-09T02:56:00.000+0000","2021080902",43,79,58,25.34,140,6,8,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-08T19:55:00","FM-15","7","0.0",null,"2021-08-09T02:55:00.000+0000",57,100,72,28.33,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-09T06:42:00.000+0000","0.0","2021-08-09T03:05:00.000+0000","0.0","2021-08-09T04:29:00.000+0000"],[3,8,9,1,"2021-08-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",620,651,31,31,1,2,"0600-0659",936,1003,27,27,1,1,"0900-0959",0,0,861,4,0,27,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698641688,"2021-08-09T13:20:00.000+0000","2021080911","2021-08-09T11:20:00.000+0000","2021080910","2021080909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-09T04:15:00","FM-15","7","0.0",null,"2021-08-09T11:15:00.000+0000","2021080911",61,84,69,28.45,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-09T03:56:00","FM-15","7","0.0",null,"2021-08-09T10:56:00.000+0000",44,46,45,25.55,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-09T15:36:00.000+0000","0.0","2021-08-09T05:14:00.000+0000","0.0","2021-08-09T06:42:00.000+0000"],[3,8,9,1,"2021-08-09 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1021,1039,18,18,1,1,"1000-1059",1137,1159,22,22,1,1,"1100-1159",0,0,861,4,0,0,4,0,18,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",77309523431,"2021-08-09T16:21:00.000+0000","2021080914","2021-08-09T14:21:00.000+0000","2021080913","2021080912","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-09T06:56:00","FM-15","7","0.0",null,"2021-08-09T13:56:00.000+0000","2021080913",46,49,47,25.58,110,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-09T06:50:00","FM-15","7","0.0",null,"2021-08-09T13:50:00.000+0000",61,86,70,28.5,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-09T18:37:00.000+0000","31.0","2021-08-09T13:20:00.000+0000","0.0","2021-08-09T15:36:00.000+0000"],[3,8,9,1,"2021-08-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",1835,1832,-3,0,0,-1,"1800-1859",2145,2136,-9,0,0,-1,"2100-2159",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77309648977,"2021-08-10T01:35:00.000+0000","2021080923","2021-08-09T23:35:00.000+0000","2021080922","2021080921","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-09T14:50:00","FM-15","7","0.0",null,"2021-08-09T21:50:00.000+0000","2021080921",66,90,74,28.45,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-08-09T15:52:00","FM-15","7","0.0",null,"2021-08-09T22:52:00.000+0000",45,82,60,26.64,360,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-10T03:45:00.000+0000","18.0","2021-08-09T16:21:00.000+0000","22.0","2021-08-09T18:37:00.000+0000"],[3,8,9,1,"2021-08-09 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",2230,2222,-8,0,0,-1,"2200-2259",2342,2338,-4,0,0,-1,"2300-2359",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",17180155378,"2021-08-10T04:30:00.000+0000","2021081002","2021-08-10T02:30:00.000+0000","2021081001","2021081000","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-08-09T18:52:00","FM-15","7","0.0",null,"2021-08-10T01:52:00.000+0000","2021081001",45,71,56,26.67,340,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-09T18:52:00","FM-15","7","0.0",null,"2021-08-10T01:52:00.000+0000",64,90,72,28.41,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-10T06:42:00.000+0000","0.0","2021-08-10T01:35:00.000+0000","0.0","2021-08-10T03:45:00.000+0000"],[3,8,11,3,"2021-08-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13871,"OMA","NE",1444,1448,4,4,0,0,"1400-1459",1911,1920,9,9,0,0,"1900-1959",0,0,1026,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17180751078,"2021-08-11T21:44:00.000+0000","2021081119","2021-08-11T19:44:00.000+0000","2021081118","2021081117","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-11T11:50:00","FM-15","7","0.0",null,"2021-08-11T18:50:00.000+0000","2021081118",72,84,76,28.58,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-08-11T12:52:00","FM-15","7","0.0",null,"2021-08-11T18:52:00.000+0000",73,90,78,28.78,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-12T00:11:00.000+0000","0.0","2021-08-10T04:30:00.000+0000","0.0","2021-08-10T06:42:00.000+0000"],[3,8,11,3,"2021-08-11 00:00:00","G4",20368,"281NV",13871,"OMA","NE",10466,"AZA","AZ",1956,2005,9,9,0,0,"1900-1959",2028,2032,4,4,0,0,"2000-2059",0,0,1026,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",214749332291,"2021-08-12T00:56:00.000+0000","2021081122","2021-08-11T22:56:00.000+0000","2021081121","2021081120","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-08-11T16:52:00","FM-15","7","0.0",null,"2021-08-11T22:52:00.000+0000","2021081122",69,90,75,28.78,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-11T15:50:00","FM-15","7","0.0",null,"2021-08-11T22:50:00.000+0000",68,91,75,28.46,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-12T03:28:00.000+0000","4.0","2021-08-11T21:44:00.000+0000","0.0","2021-08-12T00:11:00.000+0000"],[3,8,12,4,"2021-08-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14679,"SAN","CA",807,801,-6,0,0,-1,"0800-0859",917,909,-8,0,0,-1,"0900-0959",0,0,324,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231928693106,"2021-08-12T15:07:00.000+0000","2021081213","2021-08-12T13:07:00.000+0000","2021081212","2021081211","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-12T05:50:00","FM-15","7","0.0",null,"2021-08-12T12:50:00.000+0000","2021081212",72,77,74,28.56,350,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-12T04:51:00","FM-15","7","0.0",null,"2021-08-12T12:51:00.000+0000",67,72,69,29.93,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-12T16:17:00.000+0000","9.0","2021-08-12T00:56:00.000+0000","4.0","2021-08-12T03:28:00.000+0000"],[3,8,12,4,"2021-08-12 00:00:00","G4",20368,"281NV",14679,"SAN","CA",10849,"BZN","MT",1002,1002,0,0,0,0,"1000-1059",1325,1329,4,4,0,0,"1300-1359",0,0,956,4,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",17181135035,"2021-08-12T17:02:00.000+0000","2021081215","2021-08-12T15:02:00.000+0000","2021081214","2021081213","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-12T06:51:00","FM-15","7","0.0",null,"2021-08-12T14:51:00.000+0000","2021081214",67,74,69,29.96,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-12T07:56:00","FM-15","7","0.0",null,"2021-08-12T14:56:00.000+0000",48,66,56,25.71,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-12T19:25:00.000+0000","0.0","2021-08-12T15:07:00.000+0000","0.0","2021-08-12T16:17:00.000+0000"],[3,8,12,4,"2021-08-12 00:00:00","G4",20368,"281NV",10849,"BZN","MT",14679,"SAN","CA",1410,1410,0,0,0,0,"1400-1459",1531,1536,5,5,0,0,"1500-1559",0,0,956,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",51539648737,"2021-08-12T20:10:00.000+0000","2021081218","2021-08-12T18:10:00.000+0000","2021081217","2021081216","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-12T10:56:00","FM-15","7","0.0",null,"2021-08-12T17:56:00.000+0000","2021081217",51,75,61,25.69,350,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-12T09:51:00","FM-15","7","0.0",null,"2021-08-12T17:51:00.000+0000",65,81,71,29.97,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-12T22:31:00.000+0000","0.0","2021-08-12T17:02:00.000+0000","0.0","2021-08-12T19:25:00.000+0000"],[3,8,12,4,"2021-08-12 00:00:00","G4",20368,"281NV",14679,"SAN","CA",10466,"AZA","AZ",1616,1614,-2,0,0,-1,"1600-1659",1724,1729,5,5,0,0,"1700-1759",0,0,324,2,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",197568763449,"2021-08-12T23:16:00.000+0000","2021081221","2021-08-12T21:16:00.000+0000","2021081220","2021081219","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-08-12T12:51:00","FM-15","7","0.0",null,"2021-08-12T20:51:00.000+0000","2021081220",66,81,71,29.94,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-12T13:55:00","FM-15","7","0.0",null,"2021-08-12T20:55:00.000+0000",66,91,74,28.5,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-13T00:24:00.000+0000","0.0","2021-08-12T20:10:00.000+0000","0.0","2021-08-12T22:31:00.000+0000"],[3,8,12,4,"2021-08-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15008,"STC","MN",2358,2355,-3,0,0,-1,"2300-2359",510,454,-16,0,0,-2,"0001-0559",0,0,1259,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42949683802,"2021-08-13T06:58:00.000+0000","2021081304","2021-08-13T04:58:00.000+0000","2021081303","2021081302","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-12T21:50:00","FM-15","7","0.0",null,"2021-08-13T04:50:00.000+0000","2021081304",70,84,74,28.48,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-08-12T22:53:00","FM-15","7","0.0",null,"2021-08-13T04:53:00.000+0000",48,56,52,28.92,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-13T10:10:00.000+0000","0.0","2021-08-12T23:16:00.000+0000","5.0","2021-08-13T00:24:00.000+0000"],[3,8,13,5,"2021-08-13 00:00:00","G4",20368,"281NV",15008,"STC","MN",10466,"AZA","AZ",600,557,-3,0,0,-1,"0600-0659",715,652,-23,0,0,-2,"0700-0759",0,0,1259,6,0,0,0,0,0,2021,"KSTC","STC","St Cloud Regional Airport","St Cloud","Minnesota","US",1031,45.5466003418,-94.0598983765,"America/Chicago",223339185946,"2021-08-13T11:00:00.000+0000","2021081309","2021-08-13T09:00:00.000+0000","2021081308","2021081307","72655014926","ST. CLOUD REGIONAL AIRPORT, MN US","310.2","45.54416","-94.0516","2021-08-13T02:53:00","FM-15","7","0.0",null,"2021-08-13T08:53:00.000+0000","2021081308",48,54,51,28.95,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-13T01:55:00","FM-15","7","0.0",null,"2021-08-13T08:55:00.000+0000",71,81,74,28.52,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-13T14:15:00.000+0000","0.0","2021-08-13T06:58:00.000+0000","0.0","2021-08-13T10:10:00.000+0000"],[3,8,13,5,"2021-08-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10713,"BOI","ID",841,833,-8,0,0,-1,"0800-0859",1145,1139,-6,0,0,-1,"1100-1159",0,0,749,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94489869962,"2021-08-13T15:41:00.000+0000","2021081313","2021-08-13T13:41:00.000+0000","2021081312","2021081311","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-13T05:55:00","FM-15","7","0.0",null,"2021-08-13T12:55:00.000+0000","2021081312",72,79,74,28.53,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-08-13T05:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-13T12:53:00.000+0000",46,67,55,27.06,180,3,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-13T17:45:00.000+0000","0.0","2021-08-13T11:00:00.000+0000","0.0","2021-08-13T14:15:00.000+0000"],[3,8,13,5,"2021-08-13 00:00:00","G4",20368,"281NV",10713,"BOI","ID",14908,"SNA","CA",1230,1223,-7,0,0,-1,"1200-1259",1323,1334,11,11,0,0,"1300-1359",0,0,688,3,0,0,0,0,0,2021,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",249109148190,"2021-08-13T18:30:00.000+0000","2021081316","2021-08-13T16:30:00.000+0000","2021081315","2021081314","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-08-13T08:53:00","FM-15","7","0.0",null,"2021-08-13T15:53:00.000+0000","2021081315",45,82,61,27.12,130,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-08-13T07:53:00","FM-15","7","0.0",null,"2021-08-13T15:53:00.000+0000",65,73,68,29.99,null,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-13T20:23:00.000+0000","0.0","2021-08-13T15:41:00.000+0000","0.0","2021-08-13T17:45:00.000+0000"],[3,8,13,5,"2021-08-13 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1413,1427,14,14,0,0,"1400-1459",1649,1710,21,21,1,1,"1600-1659",0,0,565,3,3,0,7,0,11,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",137439918684,"2021-08-13T21:13:00.000+0000","2021081319","2021-08-13T19:13:00.000+0000","2021081318","2021081317","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-08-13T10:53:00","FM-15","7","0.0",null,"2021-08-13T18:53:00.000+0000","2021081318",65,79,70,29.99,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-08-13T11:56:00","FM-15","7","0.0",null,"2021-08-13T18:56:00.000+0000",50,88,64,25.59,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-13T22:49:00.000+0000","0.0","2021-08-13T18:30:00.000+0000","0.0","2021-08-13T20:23:00.000+0000"],[3,8,13,5,"2021-08-13 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1734,1744,10,10,0,0,"1700-1759",1802,1824,22,22,1,1,"1800-1859",0,0,477,2,0,0,12,0,10,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",111670101532,"2021-08-13T23:34:00.000+0000","2021081321","2021-08-13T21:34:00.000+0000","2021081320","2021081319","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-08-13T13:56:00","FM-15","7","0.0",null,"2021-08-13T20:56:00.000+0000","2021081320",53,91,67,25.56,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-13T13:50:00","FM-15","7","0.0",null,"2021-08-13T20:50:00.000+0000",70,91,76,28.53,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-14T01:02:00.000+0000","14.0","2021-08-13T21:13:00.000+0000","0.0","2021-08-13T22:49:00.000+0000"],[3,8,14,6,"2021-08-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",15380,"TVC","MI",630,627,-3,0,0,-1,"0600-0659",1304,1258,-6,0,0,-1,"1300-1359",0,0,1599,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130386818,"2021-08-14T13:30:00.000+0000","2021081411","2021-08-14T11:30:00.000+0000","2021081410","2021081409","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-14T04:15:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-08-14T11:15:00.000+0000","2021081411",70,73,71,28.6,10,5,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-08-14T05:53:00","FM-15","7","0.0",null,"2021-08-14T10:53:00.000+0000",49,52,50,29.53,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-14T17:04:00.000+0000","10.0","2021-08-13T23:34:00.000+0000","22.0","2021-08-14T01:02:00.000+0000"],[3,8,14,6,"2021-08-14 00:00:00","G4",20368,"281NV",15380,"TVC","MI",10466,"AZA","AZ",1354,1354,0,0,0,0,"1300-1359",1437,1426,-11,0,0,-1,"1400-1459",0,0,1599,7,0,0,0,0,0,2021,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York",249108961645,"2021-08-14T17:54:00.000+0000","2021081415","2021-08-14T15:54:00.000+0000","2021081414","2021081413","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-08-14T10:53:00","FM-15","7","0.0",null,"2021-08-14T15:53:00.000+0000","2021081415",48,73,59,29.59,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-14T08:50:00","FM-15","7","0.0",null,"2021-08-14T15:50:00.000+0000",73,79,75,28.63,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-14T21:37:00.000+0000","0.0","2021-08-14T13:30:00.000+0000","0.0","2021-08-14T17:04:00.000+0000"],[3,8,14,6,"2021-08-14 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1527,1537,10,10,0,0,"1500-1559",2015,2028,13,13,0,0,"2000-2059",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188978828706,"2021-08-14T22:27:00.000+0000","2021081420","2021-08-14T20:27:00.000+0000","2021081419","2021081418","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-14T12:50:00","FM-15","7","0.0",null,"2021-08-14T19:50:00.000+0000","2021081419",72,84,76,28.59,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-08-14T13:53:00","FM-15","7","0.0",null,"2021-08-14T19:53:00.000+0000",50,93,67,29.08,null,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-15T01:15:00.000+0000","0.0","2021-08-14T17:54:00.000+0000","0.0","2021-08-14T21:37:00.000+0000"],[3,8,14,6,"2021-08-14 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2105,2118,13,13,0,0,"2100-2159",2203,2204,1,1,0,0,"2200-2259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",197569672072,"2021-08-15T02:05:00.000+0000","2021081500","2021-08-15T00:05:00.000+0000","2021081423","2021081422","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-08-14T17:53:00","FM-15","7","0.0",null,"2021-08-14T23:53:00.000+0000","2021081423",46,93,65,29.02,180,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-14T16:50:00","FM-15","7","0.0",null,"2021-08-14T23:50:00.000+0000",72,90,77,28.51,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-15T05:03:00.000+0000","10.0","2021-08-14T22:27:00.000+0000","0.0","2021-08-15T01:15:00.000+0000"],[3,8,15,7,"2021-08-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",650,642,-8,0,0,-1,"0600-0659",957,956,-1,0,0,-1,"0900-0959",0,0,878,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197568910469,"2021-08-15T13:50:00.000+0000","2021081511","2021-08-15T11:50:00.000+0000","2021081510","2021081509","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-15T04:35:00","FM-15","7","0.0",null,"2021-08-15T11:35:00.000+0000","2021081511",73,81,75,28.52,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-08-15T03:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-15T10:53:00.000+0000",32,72,52,26.37,230,14,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-15T15:57:00.000+0000","13.0","2021-08-15T02:05:00.000+0000","1.0","2021-08-15T05:03:00.000+0000"],[3,8,15,7,"2021-08-15 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1042,1048,6,6,0,0,"1000-1059",1154,1151,-3,0,0,-1,"1100-1159",0,0,878,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",223338681268,"2021-08-15T16:42:00.000+0000","2021081514","2021-08-15T14:42:00.000+0000","2021081513","2021081512","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-08-15T06:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-08-15T13:53:00.000+0000","2021081513",39,68,53,26.42,200,10,4,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-15T06:50:00","FM-15","7","0.0",null,"2021-08-15T13:50:00.000+0000",73,81,75,28.55,80,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-15T18:54:00.000+0000","0.0","2021-08-15T13:50:00.000+0000","0.0","2021-08-15T15:57:00.000+0000"],[3,8,15,7,"2021-08-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1239,1245,6,6,0,0,"1200-1259",1727,1742,15,15,1,1,"1700-1759",0,0,1220,5,6,0,9,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103080533913,"2021-08-15T19:39:00.000+0000","2021081517","2021-08-15T17:39:00.000+0000","2021081516","2021081515","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-15T09:50:00","FM-15","7","0.0",null,"2021-08-15T16:50:00.000+0000","2021081516",72,88,77,28.55,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-08-15T10:53:00","FM-15","7","0.0",null,"2021-08-15T16:53:00.000+0000",59,83,68,29,180,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-15T22:27:00.000+0000","6.0","2021-08-15T16:42:00.000+0000","0.0","2021-08-15T18:54:00.000+0000"],[3,8,15,7,"2021-08-15 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",1817,1832,15,15,1,1,"1800-1859",1915,1934,19,19,1,1,"1900-1959",0,0,1220,5,0,0,4,0,15,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",171799481812,"2021-08-15T23:17:00.000+0000","2021081521","2021-08-15T21:17:00.000+0000","2021081520","2021081519","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-08-15T14:53:00","FM-15","7","0.0",null,"2021-08-15T20:53:00.000+0000","2021081520",65,92,74,28.93,190,26,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-15T13:50:00","FM-15","7","0.0",null,"2021-08-15T20:50:00.000+0000",68,93,76,28.46,120,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T02:15:00.000+0000","6.0","2021-08-15T19:39:00.000+0000","0.0","2021-08-15T22:27:00.000+0000"],[3,8,15,7,"2021-08-15 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13264,"MFR","OR",1815,2216,241,241,1,12,"1800-1859",2030,39,249,249,1,12,"2000-2059",0,0,875,4,241,0,8,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518689283,"2021-08-16T01:15:00.000+0000","2021081523","2021-08-15T23:15:00.000+0000","2021081522","2021081521","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-15T15:51:00","FM-15","7","0.0",null,"2021-08-15T22:51:00.000+0000","2021081522",66,97,75,28.4,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-08-15T14:53:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-15T22:53:00.000+0000",57,100,72,28.54,310,7,2.5,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T03:30:00.000+0000","0.0","2021-08-15T23:17:00.000+0000","0.0","2021-08-16T02:15:00.000+0000"],[3,8,15,7,"2021-08-15 00:00:00","G4",20368,"281NV",13264,"MFR","OR",10466,"AZA","AZ",2120,147,267,267,1,12,"2100-2159",2335,412,277,277,1,12,"2300-2359",0,0,875,4,0,0,10,18,249,2021,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles",257699330058,"2021-08-16T04:20:00.000+0000","2021081602","2021-08-16T02:20:00.000+0000","2021081601","2021081600","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-08-15T17:53:00","FM-15","7","0.0","FU:3 |HZ FU |FU","2021-08-16T01:53:00.000+0000","2021081601",57,98,71,28.5,300,8,3,"FU:3 ","HZ FU ","FU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-15T18:55:00","FM-15","7","0.0",null,"2021-08-16T01:55:00.000+0000",70,93,77,28.39,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T06:35:00.000+0000","241.0","2021-08-16T01:15:00.000+0000","0.0","2021-08-16T03:30:00.000+0000"],[3,8,16,1,"2021-08-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",620,603,-17,0,0,-2,"0600-0659",936,923,-13,0,0,-1,"0900-0959",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698112047,"2021-08-16T13:20:00.000+0000","2021081611","2021-08-16T11:20:00.000+0000","2021081610","2021081609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-16T04:15:00","FM-15","7","0.0",null,"2021-08-16T11:15:00.000+0000","2021081611",70,79,73,28.41,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-16T03:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-16T10:56:00.000+0000",44,59,51,25.49,0,0,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T15:36:00.000+0000","267.0","2021-08-16T04:20:00.000+0000","277.0","2021-08-16T06:35:00.000+0000"],[3,8,16,1,"2021-08-16 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1021,1012,-9,0,0,-1,"1000-1059",1137,1117,-20,0,0,-2,"1100-1159",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",180389487131,"2021-08-16T16:21:00.000+0000","2021081614","2021-08-16T14:21:00.000+0000","2021081613","2021081612","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-08-16T06:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-16T13:56:00.000+0000","2021081613",45,58,51,25.48,0,0,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-16T06:50:00","FM-15","7","0.0",null,"2021-08-16T13:50:00.000+0000",72,81,75,28.42,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T18:37:00.000+0000","0.0","2021-08-16T13:20:00.000+0000","0.0","2021-08-16T15:36:00.000+0000"],[3,8,16,1,"2021-08-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14716,"SCK","CA",1232,1215,-17,0,0,-2,"1200-1259",1417,1356,-21,0,0,-2,"1400-1459",0,0,625,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231928839567,"2021-08-16T19:32:00.000+0000","2021081617","2021-08-16T17:32:00.000+0000","2021081616","2021081615","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-16T09:50:00","FM-15","7","0.0",null,"2021-08-16T16:50:00.000+0000","2021081616",72,88,77,28.44,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-08-16T08:55:00","FM-15","7","0.0",null,"2021-08-16T16:55:00.000+0000",59,76,66,29.75,340,7,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T21:17:00.000+0000","0.0","2021-08-16T16:21:00.000+0000","0.0","2021-08-16T18:37:00.000+0000"],[3,8,16,1,"2021-08-16 00:00:00","G4",20368,"281NV",14716,"SCK","CA",10466,"AZA","AZ",1502,1451,-11,0,0,-1,"1500-1559",1645,1641,-4,0,0,-1,"1600-1659",0,0,625,3,0,0,0,0,0,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",34361048889,"2021-08-16T22:02:00.000+0000","2021081620","2021-08-16T20:02:00.000+0000","2021081619","2021081618","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-08-16T11:55:00","FM-15","7","0.0",null,"2021-08-16T19:55:00.000+0000","2021081619",59,90,70,29.71,290,11,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-16T12:47:00","FM-15","7","0.0",null,"2021-08-16T19:47:00.000+0000",70,93,77,28.39,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-16T23:45:00.000+0000","0.0","2021-08-16T19:32:00.000+0000","0.0","2021-08-16T21:17:00.000+0000"],[3,8,16,1,"2021-08-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",1730,1745,15,15,1,1,"1700-1759",2204,2223,19,19,1,1,"2200-2259",0,0,1092,5,0,0,19,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25771025546,"2021-08-17T00:30:00.000+0000","2021081622","2021-08-16T22:30:00.000+0000","2021081621","2021081620","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-16T14:50:00","FM-15","7","0.0",null,"2021-08-16T21:50:00.000+0000","2021081621",70,97,78,28.33,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-08-16T15:52:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-16T21:52:00.000+0000",56,102,72,27.92,190,11,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-17T03:04:00.000+0000","0.0","2021-08-16T22:02:00.000+0000","0.0","2021-08-16T23:45:00.000+0000"],[3,8,16,1,"2021-08-16 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",2250,2309,19,19,1,1,"2200-2259",2334,16,42,42,1,2,"2300-2359",0,0,1092,5,0,23,19,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",197569792485,"2021-08-17T03:50:00.000+0000","2021081701","2021-08-17T01:50:00.000+0000","2021081700","2021081623","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-08-16T18:52:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-17T00:52:00.000+0000","2021081700",54,96,69,27.88,180,8,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-16T18:50:00","FM-15","7","0.0",null,"2021-08-17T01:50:00.000+0000",68,97,77,28.28,30,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-17T06:34:00.000+0000","15.0","2021-08-17T00:30:00.000+0000","0.0","2021-08-17T03:04:00.000+0000"],[3,8,17,2,"2021-08-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1100,1056,-4,0,0,-1,"1100-1159",1324,1324,0,0,0,0,"1300-1359",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",1188933,"2021-08-17T18:00:00.000+0000","2021081716","2021-08-17T16:00:00.000+0000","2021081715","2021081714","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-17T08:50:00","FM-15","7","0.0",null,"2021-08-17T15:50:00.000+0000","2021081715",70,79,73,28.46,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-08-17T08:56:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-08-17T15:56:00.000+0000",47,79,60,25.37,210,6,5,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-17T19:24:00.000+0000","19.0","2021-08-17T03:50:00.000+0000","42.0","2021-08-17T06:34:00.000+0000"],[3,8,17,2,"2021-08-17 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1409,1441,32,32,1,2,"1400-1459",1437,1514,37,37,1,2,"1400-1459",0,0,477,2,32,0,5,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",103079284841,"2021-08-17T20:09:00.000+0000","2021081718","2021-08-17T18:09:00.000+0000","2021081717","2021081716","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-08-17T10:56:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-08-17T17:56:00.000+0000","2021081717",43,83,60,25.36,90,7,5,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-17T10:50:00","FM-15","7","0.0",null,"2021-08-17T17:50:00.000+0000",70,82,74,28.46,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-17T21:37:00.000+0000","0.0","2021-08-17T18:00:00.000+0000","0.0","2021-08-17T19:24:00.000+0000"],[3,8,19,4,"2021-08-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12003,"GTF","MT",600,615,15,15,1,1,"0600-0659",925,936,11,11,0,0,"0900-0959",0,0,978,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257699327112,"2021-08-19T13:00:00.000+0000","2021081911","2021-08-19T11:00:00.000+0000","2021081910","2021081909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-19T03:55:00","FM-15","7","0.0",null,"2021-08-19T10:55:00.000+0000","2021081910",68,76,71,28.43,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-08-19T03:53:00","FM-15","7","0.0",null,"2021-08-19T10:53:00.000+0000",44,47,45,26.25,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-19T15:25:00.000+0000","32.0","2021-08-17T20:09:00.000+0000","37.0","2021-08-17T21:37:00.000+0000"],[3,8,19,4,"2021-08-19 00:00:00","G4",20368,"281NV",12003,"GTF","MT",10466,"AZA","AZ",1010,1011,1,1,0,0,"1000-1059",1133,1140,7,7,0,0,"1100-1159",0,0,978,4,0,0,0,0,0,2021,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver",223339504727,"2021-08-19T16:10:00.000+0000","2021081914","2021-08-19T14:10:00.000+0000","2021081913","2021081912","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-08-19T06:53:00","FM-15","7","0.0",null,"2021-08-19T13:53:00.000+0000","2021081913",46,48,47,26.25,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-19T06:50:00","FM-15","7","0.0",null,"2021-08-19T13:50:00.000+0000",68,75,70,28.45,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-19T18:33:00.000+0000","15.0","2021-08-19T13:00:00.000+0000","0.0","2021-08-19T15:25:00.000+0000"],[3,8,19,4,"2021-08-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14716,"SCK","CA",1218,1220,2,2,0,0,"1200-1259",1403,1405,2,2,0,0,"1400-1459",0,0,625,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950260503,"2021-08-19T19:18:00.000+0000","2021081917","2021-08-19T17:18:00.000+0000","2021081916","2021081915","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-19T09:50:00","FM-15","7","0.0",null,"2021-08-19T16:50:00.000+0000","2021081916",66,88,73,28.46,140,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-08-19T08:55:00","FM-15","7","0.0",null,"2021-08-19T16:55:00.000+0000",55,70,61,29.88,null,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-19T21:03:00.000+0000","1.0","2021-08-19T16:10:00.000+0000","0.0","2021-08-19T18:33:00.000+0000"],[3,8,19,4,"2021-08-19 00:00:00","G4",20368,"281NV",14716,"SCK","CA",10466,"AZA","AZ",1448,1449,1,1,0,0,"1400-1459",1633,1631,-2,0,0,-1,"1600-1659",0,0,625,3,0,0,0,0,0,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",60129779486,"2021-08-19T21:48:00.000+0000","2021081919","2021-08-19T19:48:00.000+0000","2021081918","2021081917","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-08-19T10:55:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-19T18:55:00.000+0000","2021081918",54,75,63,29.87,280,9,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-19T11:50:00","FM-15","7","0.0",null,"2021-08-19T18:50:00.000+0000",61,91,71,28.46,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-19T23:33:00.000+0000","2.0","2021-08-19T19:18:00.000+0000","0.0","2021-08-19T21:03:00.000+0000"],[3,8,19,4,"2021-08-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12191,"HOU","TX",1718,1719,1,1,0,0,"1700-1759",2143,2147,4,4,0,0,"2100-2159",0,0,998,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",25770223873,"2021-08-20T00:18:00.000+0000","2021081922","2021-08-19T22:18:00.000+0000","2021081921","2021081920","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-19T14:50:00","FM-15","7","0.0",null,"2021-08-19T21:50:00.000+0000","2021081921",61,93,72,28.39,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-08-19T15:53:00","FM-15","7","0.0",null,"2021-08-19T21:53:00.000+0000",71,95,78,29.89,180,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-20T02:43:00.000+0000","1.0","2021-08-19T21:48:00.000+0000","0.0","2021-08-19T23:33:00.000+0000"],[3,8,19,4,"2021-08-19 00:00:00","G4",20368,"281NV",12191,"HOU","TX",10466,"AZA","AZ",2228,2238,10,10,0,0,"2200-2259",2307,2303,-4,0,0,-1,"2300-2359",0,0,998,4,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",34360685816,"2021-08-20T03:28:00.000+0000","2021082001","2021-08-20T01:28:00.000+0000","2021082000","2021081923","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-08-19T18:53:00","FM-15","7","0.0",null,"2021-08-20T00:53:00.000+0000","2021082000",74,88,78,29.89,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-19T17:50:00","FM-15","7","0.0",null,"2021-08-20T00:50:00.000+0000",57,95,70,28.35,210,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-20T06:07:00.000+0000","1.0","2021-08-20T00:18:00.000+0000","0.0","2021-08-20T02:43:00.000+0000"],[3,8,20,5,"2021-08-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14457,"RAP","SD",710,703,-7,0,0,-1,"0700-0759",1023,1008,-15,0,0,-1,"1000-1059",0,0,873,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",197568945879,"2021-08-20T14:10:00.000+0000","2021082012","2021-08-20T12:10:00.000+0000","2021082011","2021082010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-20T04:50:00","FM-15","7","0.0",null,"2021-08-20T11:50:00.000+0000","2021082011",70,79,73,28.39,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-08-20T04:52:00","FM-15","7","0.0",null,"2021-08-20T11:52:00.000+0000",59,60,59,26.56,210,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-20T16:23:00.000+0000","10.0","2021-08-20T03:28:00.000+0000","0.0","2021-08-20T06:07:00.000+0000"],[3,8,20,5,"2021-08-20 00:00:00","G4",20368,"281NV",14457,"RAP","SD",10466,"AZA","AZ",1108,1104,-4,0,0,-1,"1100-1159",1222,1223,1,1,0,0,"1200-1259",0,0,873,4,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",240518921934,"2021-08-20T17:08:00.000+0000","2021082015","2021-08-20T15:08:00.000+0000","2021082014","2021082013","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-08-20T07:52:00","FM-15","7","0.13","-RA:02 BR:1 |RA |RA","2021-08-20T14:52:00.000+0000","2021082014",54,56,55,26.52,170,3,3,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-20T07:50:00","FM-15","7","0.0",null,"2021-08-20T14:50:00.000+0000",68,82,73,28.42,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-20T19:22:00.000+0000","0.0","2021-08-20T14:10:00.000+0000","0.0","2021-08-20T16:23:00.000+0000"],[3,8,20,5,"2021-08-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1312,1305,-7,0,0,-1,"1300-1359",1417,1409,-8,0,0,-1,"1400-1459",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",266287982984,"2021-08-20T20:12:00.000+0000","2021082018","2021-08-20T18:12:00.000+0000","2021082017","2021082016","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-20T10:50:00","FM-15","7","0.0",null,"2021-08-20T17:50:00.000+0000","2021082017",64,90,72,28.42,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-08-20T09:56:00","FM-15","7","0.0",null,"2021-08-20T17:56:00.000+0000",41,87,61,27.62,70,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-20T21:17:00.000+0000","0.0","2021-08-20T17:08:00.000+0000","0.0","2021-08-20T19:22:00.000+0000"],[3,8,20,5,"2021-08-20 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",1502,1453,-9,0,0,-1,"1500-1559",1614,1615,1,1,0,0,"1600-1659",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",17181135037,"2021-08-20T22:02:00.000+0000","2021082020","2021-08-20T20:02:00.000+0000","2021082019","2021082018","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-08-20T11:56:00","FM-15","7","0.0",null,"2021-08-20T19:56:00.000+0000","2021082019",45,92,64,27.58,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-20T12:50:00","FM-15","7","0.0",null,"2021-08-20T19:50:00.000+0000",61,93,72,28.38,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-20T23:14:00.000+0000","0.0","2021-08-20T20:12:00.000+0000","0.0","2021-08-20T21:17:00.000+0000"],[3,8,20,5,"2021-08-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",1702,1659,-3,0,0,-1,"1700-1759",2116,2106,-10,0,0,-1,"2100-2159",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029071340,"2021-08-21T00:02:00.000+0000","2021082022","2021-08-20T22:02:00.000+0000","2021082021","2021082020","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-20T14:50:00","FM-15","7","0.0",null,"2021-08-20T21:50:00.000+0000","2021082021",57,97,71,28.34,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-08-20T15:53:00","FM-15","7","0.0",null,"2021-08-20T21:53:00.000+0000",62,76,67,27.84,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-21T02:16:00.000+0000","0.0","2021-08-20T22:02:00.000+0000","0.0","2021-08-20T23:14:00.000+0000"],[3,8,20,5,"2021-08-20 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2201,2152,-9,0,0,-1,"2200-2259",2218,2217,-1,0,0,-1,"2200-2259",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",60129977460,"2021-08-21T03:01:00.000+0000","2021082101","2021-08-21T01:01:00.000+0000","2021082100","2021082023","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-08-20T18:53:00","FM-15","7","0.0",null,"2021-08-21T00:53:00.000+0000","2021082100",67,74,69,27.83,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-20T17:50:00","FM-15","7","0.0",null,"2021-08-21T00:50:00.000+0000",59,95,71,28.3,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-21T05:18:00.000+0000","0.0","2021-08-21T00:02:00.000+0000","0.0","2021-08-21T02:16:00.000+0000"],[3,8,22,7,"2021-08-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14108,"PIA","IL",710,708,-2,0,0,-1,"0700-0759",1209,1152,-17,0,0,-2,"1200-1259",0,0,1312,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",231928244780,"2021-08-22T14:10:00.000+0000","2021082212","2021-08-22T12:10:00.000+0000","2021082211","2021082210","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-22T04:50:00","FM-15","7","0.0",null,"2021-08-22T11:50:00.000+0000","2021082211",66,77,70,28.33,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-08-22T05:54:00","FM-15","7","0.0",null,"2021-08-22T11:54:00.000+0000",60,64,62,29.31,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-22T17:09:00.000+0000","0.0","2021-08-21T03:01:00.000+0000","0.0","2021-08-21T05:18:00.000+0000"],[3,8,22,7,"2021-08-22 00:00:00","G4",20368,"281NV",14108,"PIA","IL",10466,"AZA","AZ",1254,1244,-10,0,0,-1,"1200-1259",1404,1357,-7,0,0,-1,"1400-1459",0,0,1312,6,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",128850048275,"2021-08-22T17:54:00.000+0000","2021082215","2021-08-22T15:54:00.000+0000","2021082214","2021082213","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-08-22T09:54:00","FM-15","7","0.0",null,"2021-08-22T15:54:00.000+0000","2021082215",65,77,69,29.32,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-22T07:50:00","FM-15","7","0.0",null,"2021-08-22T14:50:00.000+0000",64,81,70,28.36,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-22T21:04:00.000+0000","0.0","2021-08-22T14:10:00.000+0000","0.0","2021-08-22T17:09:00.000+0000"],[3,8,22,7,"2021-08-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12889,"LAS","NV",1454,1447,-7,0,0,-1,"1400-1459",1559,1553,-6,0,0,-1,"1500-1559",0,0,276,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60129980463,"2021-08-22T21:54:00.000+0000","2021082219","2021-08-22T19:54:00.000+0000","2021082218","2021082217","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-22T12:50:00","FM-15","7","0.0",null,"2021-08-22T19:50:00.000+0000","2021082219",55,99,70,28.34,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-08-22T10:56:00","FM-15","7","0.0",null,"2021-08-22T18:56:00.000+0000",36,93,61,27.55,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-22T22:59:00.000+0000","0.0","2021-08-22T17:54:00.000+0000","0.0","2021-08-22T21:04:00.000+0000"],[3,8,22,7,"2021-08-22 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10466,"AZA","AZ",1644,1641,-3,0,0,-1,"1600-1659",1756,1758,2,2,0,0,"1700-1759",0,0,276,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",188979360877,"2021-08-22T23:44:00.000+0000","2021082221","2021-08-22T21:44:00.000+0000","2021082220","2021082219","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-08-22T12:58:00","FM-16","7","0.0",null,"2021-08-22T20:58:00.000+0000","2021082220",17,97,58,27.52,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-22T13:50:00","FM-15","7","0.0",null,"2021-08-22T20:50:00.000+0000",55,99,70,28.32,50,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-23T00:56:00.000+0000","0.0","2021-08-22T21:54:00.000+0000","0.0","2021-08-22T22:59:00.000+0000"],[3,8,22,7,"2021-08-22 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1842,1842,0,0,0,0,"1800-1859",2018,2020,2,2,0,0,"2000-2059",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257698157499,"2021-08-23T01:42:00.000+0000","2021082223","2021-08-22T23:42:00.000+0000","2021082222","2021082221","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-22T15:50:00","FM-15","7","0.0",null,"2021-08-22T22:50:00.000+0000","2021082222",57,100,72,28.28,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-08-22T14:51:00","FM-15","7","0.0",null,"2021-08-22T22:51:00.000+0000",57,71,63,29.57,310,14,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-23T03:18:00.000+0000","0.0","2021-08-22T23:44:00.000+0000","0.0","2021-08-23T00:56:00.000+0000"],[3,8,22,7,"2021-08-22 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",2103,2057,-6,0,0,-1,"2100-2159",2229,2223,-6,0,0,-1,"2200-2259",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",103079754179,"2021-08-23T04:03:00.000+0000","2021082302","2021-08-23T02:03:00.000+0000","2021082301","2021082300","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-08-22T17:51:00","FM-15","7","0.0",null,"2021-08-23T01:51:00.000+0000","2021082301",56,64,59,29.56,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-22T17:55:00","FM-15","7","0.0",null,"2021-08-23T00:55:00.000+0000",54,99,70,28.26,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-23T05:29:00.000+0000","0.0","2021-08-23T01:42:00.000+0000","0.0","2021-08-23T03:18:00.000+0000"],[3,8,23,1,"2021-08-23 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",710,704,-6,0,0,-1,"0700-0759",1331,1318,-13,0,0,-1,"1300-1359",0,0,1501,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",85899866758,"2021-08-23T14:10:00.000+0000","2021082312","2021-08-23T12:10:00.000+0000","2021082311","2021082310","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-23T04:50:00","FM-15","7","0.0",null,"2021-08-23T11:50:00.000+0000","2021082311",61,73,65,28.36,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-08-23T06:54:00","FM-15","7","0.0",null,"2021-08-23T11:54:00.000+0000",63,66,64,29.18,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-23T17:31:00.000+0000","0.0","2021-08-23T04:03:00.000+0000","0.0","2021-08-23T05:29:00.000+0000"],[3,8,23,1,"2021-08-23 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",1421,1519,58,58,1,3,"1400-1459",1455,1553,58,58,1,3,"1400-1459",0,0,1501,7,58,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",111669179526,"2021-08-23T18:21:00.000+0000","2021082316","2021-08-23T16:21:00.000+0000","2021082315","2021082314","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-08-23T10:54:00","FM-15","7","0.0",null,"2021-08-23T15:54:00.000+0000","2021082315",67,81,72,29.19,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-23T08:50:00","FM-15","7","0.0",null,"2021-08-23T15:50:00.000+0000",55,86,67,28.43,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-23T21:55:00.000+0000","0.0","2021-08-23T14:10:00.000+0000","0.0","2021-08-23T17:31:00.000+0000"],[3,8,26,4,"2021-08-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",610,602,-8,0,0,-1,"0600-0659",842,839,-3,0,0,-1,"0800-0859",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42949683800,"2021-08-26T13:10:00.000+0000","2021082611","2021-08-26T11:10:00.000+0000","2021082610","2021082609","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-26T03:55:00","FM-15","7","0.0",null,"2021-08-26T10:55:00.000+0000","2021082610",61,84,69,28.37,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-08-26T02:53:00","FM-15","7","0.0",null,"2021-08-26T10:53:00.000+0000",49,66,57,29.54,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-26T15:42:00.000+0000","58.0","2021-08-23T18:21:00.000+0000","58.0","2021-08-23T21:55:00.000+0000"],[3,8,26,4,"2021-08-26 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",927,922,-5,0,0,-1,"0900-0959",1153,1140,-13,0,0,-1,"1100-1159",0,0,977,4,0,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",128849310388,"2021-08-26T16:27:00.000+0000","2021082614","2021-08-26T14:27:00.000+0000","2021082613","2021082612","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-08-26T05:53:00","FM-15","7","0.0",null,"2021-08-26T13:53:00.000+0000","2021082613",51,65,57,29.57,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-26T06:50:00","FM-15","7","0.0",null,"2021-08-26T13:50:00.000+0000",61,82,68,28.41,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-26T18:53:00.000+0000","0.0","2021-08-26T13:10:00.000+0000","0.0","2021-08-26T15:42:00.000+0000"],[3,8,26,4,"2021-08-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10620,"BIL","MT",1238,1241,3,3,0,0,"1200-1259",1551,1625,34,34,1,2,"1500-1559",0,0,878,4,3,0,31,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",103079590610,"2021-08-26T19:38:00.000+0000","2021082617","2021-08-26T17:38:00.000+0000","2021082616","2021082615","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-26T08:50:00","FM-15","7","0.0",null,"2021-08-26T15:50:00.000+0000","2021082615",61,93,72,28.42,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-08-26T09:53:00","FM-15","7","0.0",null,"2021-08-26T16:53:00.000+0000",52,68,59,26.34,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-26T21:51:00.000+0000","0.0","2021-08-26T16:27:00.000+0000","0.0","2021-08-26T18:53:00.000+0000"],[3,8,26,4,"2021-08-26 00:00:00","G4",20368,"281NV",10620,"BIL","MT",10466,"AZA","AZ",1636,1705,29,29,1,1,"1600-1659",1752,1826,34,34,1,2,"1700-1759",0,0,878,4,0,0,5,0,29,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",249108217414,"2021-08-26T22:36:00.000+0000","2021082620","2021-08-26T20:36:00.000+0000","2021082619","2021082618","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-08-26T12:53:00","FM-15","7","0.0",null,"2021-08-26T19:53:00.000+0000","2021082619",48,77,60,26.3,180,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-26T11:58:00","FM-15","7","0.0",null,"2021-08-26T18:58:00.000+0000",55,102,71,28.38,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-27T00:52:00.000+0000","3.0","2021-08-26T19:38:00.000+0000","0.0","2021-08-26T21:51:00.000+0000"],[3,8,26,4,"2021-08-26 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",1837,1926,49,49,1,3,"1800-1859",2130,2226,56,56,1,3,"2100-2159",0,0,704,3,15,0,7,0,34,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17179985443,"2021-08-27T01:37:00.000+0000","2021082623","2021-08-26T23:37:00.000+0000","2021082622","2021082621","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-26T15:50:00","FM-15","7","0.0",null,"2021-08-26T22:50:00.000+0000","2021082622",54,108,72,28.29,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-08-26T15:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-26T22:53:00.000+0000",30,79,54,25.25,210,17,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-27T03:30:00.000+0000","29.0","2021-08-26T22:36:00.000+0000","0.0","2021-08-27T00:52:00.000+0000"],[3,8,26,4,"2021-08-26 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",2215,2302,47,47,1,3,"2200-2259",2308,2348,40,40,1,2,"2300-2359",0,0,704,3,0,0,0,0,40,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",137439812511,"2021-08-27T04:15:00.000+0000","2021082702","2021-08-27T02:15:00.000+0000","2021082701","2021082700","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-08-26T18:53:00","FM-15","7","0.0",null,"2021-08-27T01:53:00.000+0000","2021082701",35,74,53,25.21,200,16,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-26T18:50:00","FM-15","7","0.0",null,"2021-08-27T01:50:00.000+0000",50,104,70,28.26,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-27T06:08:00.000+0000","49.0","2021-08-27T01:37:00.000+0000","0.0","2021-08-27T03:30:00.000+0000"],[3,8,27,5,"2021-08-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10627,"BIS","ND",740,740,0,0,0,0,"0700-0759",1216,1212,-4,0,0,-1,"1200-1259",0,0,1092,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94490319050,"2021-08-27T14:40:00.000+0000","2021082712","2021-08-27T12:40:00.000+0000","2021082711","2021082710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-27T04:55:00","FM-15","7","0.0",null,"2021-08-27T11:55:00.000+0000","2021082711",59,84,68,28.3,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-08-27T06:14:00","FM-16","7","0.07","VCTS:7 -RA:02 BR:1 |RA |RA","2021-08-27T12:14:00.000+0000",59,61,60,28.12,60,16,3,"VCTS:7 -RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-27T17:16:00.000+0000","47.0","2021-08-27T04:15:00.000+0000","40.0","2021-08-27T06:08:00.000+0000"],[3,8,27,5,"2021-08-27 00:00:00","G4",20368,"281NV",10627,"BIS","ND",10466,"AZA","AZ",1301,1251,-10,0,0,-1,"1300-1359",1346,1333,-13,0,0,-1,"1300-1359",0,0,1092,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",223339325466,"2021-08-27T18:01:00.000+0000","2021082716","2021-08-27T16:01:00.000+0000","2021082715","2021082714","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-08-27T09:52:00","FM-15","7","0.0","BR:1 ||","2021-08-27T15:52:00.000+0000","2021082715",62,66,64,28.1,140,10,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-27T08:50:00","FM-15","7","0.0",null,"2021-08-27T15:50:00.000+0000",61,95,72,28.34,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-27T20:46:00.000+0000","0.0","2021-08-27T14:40:00.000+0000","0.0","2021-08-27T17:16:00.000+0000"],[3,8,27,5,"2021-08-27 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",1436,1431,-5,0,0,-1,"1400-1459",1940,1923,-17,0,0,-2,"1900-1959",0,0,1373,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120260288022,"2021-08-27T21:36:00.000+0000","2021082719","2021-08-27T19:36:00.000+0000","2021082718","2021082717","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-27T11:50:00","FM-15","7","0.0",null,"2021-08-27T18:50:00.000+0000","2021082718",57,104,73,28.31,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-08-27T12:54:00","FM-15","7","0.0",null,"2021-08-27T18:54:00.000+0000",70,89,76,29.23,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-28T00:40:00.000+0000","0.0","2021-08-27T18:01:00.000+0000","0.0","2021-08-27T20:46:00.000+0000"],[3,8,27,5,"2021-08-27 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",2030,2023,-7,0,0,-1,"2000-2059",2147,2139,-8,0,0,-1,"2100-2159",0,0,1373,6,0,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",249109265118,"2021-08-28T01:30:00.000+0000","2021082723","2021-08-27T23:30:00.000+0000","2021082722","2021082721","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-08-27T16:54:00","FM-15","7","0.0",null,"2021-08-27T22:54:00.000+0000","2021082722",73,89,78,29.18,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-27T15:47:00","FM-15","7","0.0",null,"2021-08-27T22:47:00.000+0000",52,109,72,28.21,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-28T04:47:00.000+0000","0.0","2021-08-27T21:36:00.000+0000","0.0","2021-08-28T00:40:00.000+0000"],[3,8,29,7,"2021-08-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11003,"CID","IA",720,710,-10,0,0,-1,"0700-0759",1212,1200,-12,0,0,-1,"1200-1259",0,0,1240,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60129706507,"2021-08-29T14:20:00.000+0000","2021082912","2021-08-29T12:20:00.000+0000","2021082911","2021082910","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-29T04:55:00","FM-15","7","0.0",null,"2021-08-29T11:55:00.000+0000","2021082911",61,84,69,28.35,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-08-29T05:52:00","FM-15","7","0.0",null,"2021-08-29T11:52:00.000+0000",65,68,66,29.07,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-29T17:12:00.000+0000","0.0","2021-08-28T01:30:00.000+0000","0.0","2021-08-28T04:47:00.000+0000"],[3,8,29,7,"2021-08-29 00:00:00","G4",20368,"281NV",11003,"CID","IA",10466,"AZA","AZ",1302,1256,-6,0,0,-1,"1300-1359",1402,1408,6,6,0,0,"1400-1459",0,0,1240,5,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",25770902073,"2021-08-29T18:02:00.000+0000","2021082916","2021-08-29T16:02:00.000+0000","2021082915","2021082914","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-08-29T09:52:00","FM-15","7","0.0",null,"2021-08-29T15:52:00.000+0000","2021082915",67,76,70,29.1,300,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-29T08:55:00","FM-15","7","0.0",null,"2021-08-29T15:55:00.000+0000",61,91,71,28.36,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-29T21:02:00.000+0000","0.0","2021-08-29T14:20:00.000+0000","0.0","2021-08-29T17:12:00.000+0000"],[3,8,29,7,"2021-08-29 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11986,"GRR","MI",1459,1514,15,15,1,1,"1400-1459",2129,2134,5,5,0,0,"2100-2159",0,0,1561,7,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",8590262965,"2021-08-29T21:59:00.000+0000","2021082919","2021-08-29T19:59:00.000+0000","2021082918","2021082917","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-29T12:48:00","FM-15","7","0.0",null,"2021-08-29T19:48:00.000+0000","2021082919",55,102,71,28.32,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-08-29T14:53:00","FM-15","7","0.0",null,"2021-08-29T19:53:00.000+0000",69,91,76,29.06,250,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-30T01:29:00.000+0000","0.0","2021-08-29T18:02:00.000+0000","0.0","2021-08-29T21:02:00.000+0000"],[3,8,29,7,"2021-08-29 00:00:00","G4",20368,"281NV",11986,"GRR","MI",10466,"AZA","AZ",2219,2235,16,16,1,1,"2200-2259",2302,2324,22,22,1,1,"2300-2359",0,0,1561,7,11,0,6,0,5,2021,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",60130635065,"2021-08-30T02:19:00.000+0000","2021083000","2021-08-30T00:19:00.000+0000","2021082923","2021082922","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-08-29T18:53:00","FM-15","7","0.0",null,"2021-08-29T23:53:00.000+0000","2021082923",70,80,73,29.06,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-08-29T16:50:00","FM-15","7","0.0",null,"2021-08-29T23:50:00.000+0000",55,106,72,28.23,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-08-30T06:02:00.000+0000","15.0","2021-08-29T21:59:00.000+0000","0.0","2021-08-30T01:29:00.000+0000"],[3,9,2,4,"2021-09-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",650,645,-5,0,0,-1,"0600-0659",917,917,0,0,0,0,"0900-0959",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",249109255643,"2021-09-02T13:50:00.000+0000","2021090211","2021-09-02T11:50:00.000+0000","2021090210","2021090209","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-02T04:50:00","FM-15","7","0.0",null,"2021-09-02T11:50:00.000+0000","2021090211",70,73,71,28.43,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-02T03:56:00","FM-15","7","0.0",null,"2021-09-02T10:56:00.000+0000",51,58,54,25.43,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-02T15:17:00.000+0000","16.0","2021-08-30T02:19:00.000+0000","22.0","2021-08-30T06:02:00.000+0000"],[3,9,2,4,"2021-09-02 00:00:00","G4",20368,"281NV",14314,"PVU","UT",14908,"SNA","CA",1002,955,-7,0,0,-1,"1000-1059",1046,1040,-6,0,0,-1,"1000-1059",0,0,565,3,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",188979180480,"2021-09-02T16:02:00.000+0000","2021090214","2021-09-02T14:02:00.000+0000","2021090213","2021090212","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-02T06:56:00","FM-15","7","0.0",null,"2021-09-02T13:56:00.000+0000","2021090213",52,62,56,25.43,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-09-02T05:53:00","FM-15","7","0.0",null,"2021-09-02T13:53:00.000+0000",60,71,64,29.86,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-02T17:46:00.000+0000","0.0","2021-09-02T13:50:00.000+0000","0.0","2021-09-02T15:17:00.000+0000"],[3,9,2,4,"2021-09-02 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1131,1126,-5,0,0,-1,"1100-1159",1407,1400,-7,0,0,-1,"1400-1459",0,0,565,3,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",249109257589,"2021-09-02T18:31:00.000+0000","2021090216","2021-09-02T16:31:00.000+0000","2021090215","2021090214","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-09-02T07:53:00","FM-15","7","0.0",null,"2021-09-02T15:53:00.000+0000","2021090215",60,71,64,29.88,180,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-02T08:56:00","FM-15","7","0.0",null,"2021-09-02T15:56:00.000+0000",53,71,60,25.46,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-02T20:07:00.000+0000","0.0","2021-09-02T16:02:00.000+0000","0.0","2021-09-02T17:46:00.000+0000"],[3,9,2,4,"2021-09-02 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",1452,1447,-5,0,0,-1,"1400-1459",1519,1527,8,8,0,0,"1500-1559",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",17180881396,"2021-09-02T20:52:00.000+0000","2021090218","2021-09-02T18:52:00.000+0000","2021090217","2021090216","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-02T10:56:00","FM-15","7","0.0",null,"2021-09-02T17:56:00.000+0000","2021090217",54,73,61,25.46,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-02T10:50:00","FM-15","7","0.0",null,"2021-09-02T17:50:00.000+0000",70,84,74,28.48,50,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-02T22:19:00.000+0000","0.0","2021-09-02T18:31:00.000+0000","0.0","2021-09-02T20:07:00.000+0000"],[3,9,2,4,"2021-09-02 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13486,"MSO","MT",1604,1701,57,57,1,3,"1600-1659",1931,2013,42,42,1,2,"1900-1959",0,0,948,4,42,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",128850264173,"2021-09-02T23:04:00.000+0000","2021090221","2021-09-02T21:04:00.000+0000","2021090220","2021090219","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-02T13:55:00","FM-15","7","0.0",null,"2021-09-02T20:55:00.000+0000","2021090220",68,90,75,28.43,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-09-02T13:53:00","FM-15","7","0.0",null,"2021-09-02T20:53:00.000+0000",31,73,52,26.71,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-03T01:31:00.000+0000","0.0","2021-09-02T20:52:00.000+0000","0.0","2021-09-02T22:19:00.000+0000"],[3,9,2,4,"2021-09-02 00:00:00","G4",20368,"281NV",13486,"MSO","MT",10466,"AZA","AZ",2016,2117,61,61,1,4,"2000-2059",2141,2243,62,62,1,4,"2100-2159",0,0,948,4,19,0,1,0,42,2021,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",206159099091,"2021-09-03T02:16:00.000+0000","2021090300","2021-09-03T00:16:00.000+0000","2021090223","2021090222","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-09-02T16:53:00","FM-15","7","0.0",null,"2021-09-02T23:53:00.000+0000","2021090223",35,74,54,26.69,10,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-02T16:50:00","FM-15","7","0.0",null,"2021-09-02T23:50:00.000+0000",63,91,72,28.37,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-03T04:41:00.000+0000","57.0","2021-09-02T23:04:00.000+0000","0.0","2021-09-03T01:31:00.000+0000"],[3,9,5,7,"2021-09-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12003,"GTF","MT",1326,1318,-8,0,0,-1,"1300-1359",1656,1656,0,0,0,0,"1600-1659",0,0,978,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749455798,"2021-09-05T20:26:00.000+0000","2021090518","2021-09-05T18:26:00.000+0000","2021090517","2021090516","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-05T10:50:00","FM-15","7","0.0",null,"2021-09-05T17:50:00.000+0000","2021090517",57,95,70,28.46,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-09-05T10:53:00","FM-15","7","0.0",null,"2021-09-05T17:53:00.000+0000",31,78,54,26.25,220,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-05T22:56:00.000+0000","61.0","2021-09-03T02:16:00.000+0000","62.0","2021-09-03T04:41:00.000+0000"],[3,9,5,7,"2021-09-05 00:00:00","G4",20368,"281NV",12003,"GTF","MT",10466,"AZA","AZ",1741,1729,-12,0,0,-1,"1700-1759",1900,1845,-15,0,0,-1,"1900-1959",0,0,978,4,0,0,0,0,0,2021,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver",8591123368,"2021-09-05T23:41:00.000+0000","2021090521","2021-09-05T21:41:00.000+0000","2021090520","2021090519","72775024143","GREAT FALLS AIRPORT, MT US","1117.7","47.47327","-111.38281","2021-09-05T13:53:00","FM-15","7","0.0",null,"2021-09-05T20:53:00.000+0000","2021090520",36,84,58,26.2,260,21,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-05T13:50:00","FM-15","7","0.0",null,"2021-09-05T20:50:00.000+0000",57,100,72,28.39,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-06T02:00:00.000+0000","0.0","2021-09-05T20:26:00.000+0000","0.0","2021-09-05T22:56:00.000+0000"],[3,9,5,7,"2021-09-05 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1945,1936,-9,0,0,-1,"1900-1959",2212,2212,0,0,0,0,"2200-2259",0,0,477,2,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",68720558084,"2021-09-06T02:45:00.000+0000","2021090600","2021-09-06T00:45:00.000+0000","2021090523","2021090522","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-05T16:50:00","FM-15","7","0.0",null,"2021-09-05T23:50:00.000+0000","2021090523",55,102,71,28.33,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-05T16:56:00","FM-15","7","0.0",null,"2021-09-05T23:56:00.000+0000",30,88,57,25.56,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-06T04:12:00.000+0000","0.0","2021-09-05T23:41:00.000+0000","0.0","2021-09-06T02:00:00.000+0000"],[3,9,5,7,"2021-09-05 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2257,2252,-5,0,0,-1,"2200-2259",2324,2316,-8,0,0,-1,"2300-2359",0,0,477,2,0,0,0,0,0,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",51540173499,"2021-09-06T04:57:00.000+0000","2021090602","2021-09-06T02:57:00.000+0000","2021090601","2021090600","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-05T19:56:00","FM-15","7","0.0",null,"2021-09-06T02:56:00.000+0000","2021090602",44,69,55,25.56,50,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-05T19:55:00","FM-15","7","0.0",null,"2021-09-06T02:55:00.000+0000",64,90,72,28.41,140,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-06T06:24:00.000+0000","0.0","2021-09-06T02:45:00.000+0000","0.0","2021-09-06T04:12:00.000+0000"],[3,9,6,1,"2021-09-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13433,"MOT","ND",720,711,-9,0,0,-1,"0700-0759",1204,1205,1,1,0,0,"1200-1259",0,0,1164,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",180388937624,"2021-09-06T14:20:00.000+0000","2021090612","2021-09-06T12:20:00.000+0000","2021090611","2021090610","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-06T04:50:00","FM-15","7","0.0",null,"2021-09-06T11:50:00.000+0000","2021090611",64,77,69,28.49,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-09-06T05:54:00","FM-15","7","0.0",null,"2021-09-06T11:54:00.000+0000",45,61,53,27.93,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-06T17:04:00.000+0000","0.0","2021-09-06T04:57:00.000+0000","0.0","2021-09-06T06:24:00.000+0000"],[3,9,6,1,"2021-09-06 00:00:00","G4",20368,"281NV",13433,"MOT","ND",10466,"AZA","AZ",1249,1247,-2,0,0,-1,"1200-1259",1342,1327,-15,0,0,-1,"1300-1359",0,0,1164,5,0,0,0,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",94490185512,"2021-09-06T17:49:00.000+0000","2021090615","2021-09-06T15:49:00.000+0000","2021090614","2021090613","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-09-06T08:54:00","FM-15","7","0.0",null,"2021-09-06T14:54:00.000+0000","2021090614",49,72,59,27.96,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-06T07:55:00","FM-15","7","0.0",null,"2021-09-06T14:55:00.000+0000",64,82,70,28.55,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-06T20:42:00.000+0000","0.0","2021-09-06T14:20:00.000+0000","0.0","2021-09-06T17:04:00.000+0000"],[3,9,6,1,"2021-09-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14716,"SCK","CA",1313,1423,70,70,1,4,"1300-1359",1459,1608,69,69,1,4,"1400-1459",0,0,625,3,69,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029623268,"2021-09-06T20:13:00.000+0000","2021090618","2021-09-06T18:13:00.000+0000","2021090617","2021090616","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-06T10:47:00","FM-15","7","0.0",null,"2021-09-06T17:47:00.000+0000","2021090617",63,91,72,28.53,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-09-06T09:55:00","FM-15","7","0.0",null,"2021-09-06T17:55:00.000+0000",47,83,62,29.91,320,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-06T21:59:00.000+0000","0.0","2021-09-06T17:49:00.000+0000","0.0","2021-09-06T20:42:00.000+0000"],[3,9,6,1,"2021-09-06 00:00:00","G4",20368,"281NV",14716,"SCK","CA",10466,"AZA","AZ",1544,1657,73,73,1,4,"1500-1559",1726,1843,77,77,1,5,"1700-1759",0,0,625,3,0,0,4,4,69,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",163208904393,"2021-09-06T22:44:00.000+0000","2021090620","2021-09-06T20:44:00.000+0000","2021090619","2021090618","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-09-06T11:55:00","FM-15","7","0.0",null,"2021-09-06T19:55:00.000+0000","2021090619",51,92,67,29.89,320,8,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-06T12:55:00","FM-15","7","0.0",null,"2021-09-06T19:55:00.000+0000",59,95,71,28.49,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-07T00:26:00.000+0000","70.0","2021-09-06T20:13:00.000+0000","0.0","2021-09-06T21:59:00.000+0000"],[3,9,6,1,"2021-09-06 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13829,"OGD","UT",1859,1924,25,25,1,1,"1800-1859",2135,2205,30,30,1,2,"2100-2159",0,0,544,3,0,0,5,0,25,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",77309891396,"2021-09-07T01:59:00.000+0000","2021090623","2021-09-06T23:59:00.000+0000","2021090622","2021090621","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-06T16:50:00","FM-15","7","0.0",null,"2021-09-06T23:50:00.000+0000","2021090623",57,100,72,28.39,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-09-06T16:53:00","FM-15","7","0.0",null,"2021-09-06T23:53:00.000+0000",32,90,58,25.59,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-07T03:35:00.000+0000","73.0","2021-09-06T22:44:00.000+0000","0.0","2021-09-07T00:26:00.000+0000"],[3,9,6,1,"2021-09-06 00:00:00","G4",20368,"281NV",13829,"OGD","UT",10466,"AZA","AZ",2220,2253,33,33,1,2,"2200-2259",2252,2322,30,30,1,2,"2200-2259",0,0,544,3,3,0,0,0,27,2021,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver",231928901881,"2021-09-07T04:20:00.000+0000","2021090702","2021-09-07T02:20:00.000+0000","2021090701","2021090700","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-09-06T18:53:00","FM-15","7","0.0",null,"2021-09-07T01:53:00.000+0000","2021090701",37,83,57,25.58,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-06T18:55:00","FM-15","7","0.0",null,"2021-09-07T01:55:00.000+0000",59,97,72,28.39,260,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-07T05:52:00.000+0000","25.0","2021-09-07T01:59:00.000+0000","0.0","2021-09-07T03:35:00.000+0000"],[3,9,9,4,"2021-09-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14905,"SMX","CA",1154,1201,7,7,0,0,"1100-1159",1330,1321,-9,0,0,-1,"1300-1359",0,0,516,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338589816,"2021-09-09T18:54:00.000+0000","2021090916","2021-09-09T16:54:00.000+0000","2021090915","2021090914","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-09T08:50:00","FM-15","7","0.0",null,"2021-09-09T15:50:00.000+0000","2021090915",55,95,69,28.48,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-09-09T08:51:00","FM-15","7","0.0","BR:1 ||","2021-09-09T16:51:00.000+0000",60,64,62,29.64,300,7,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-09T20:30:00.000+0000","33.0","2021-09-07T04:20:00.000+0000","30.0","2021-09-07T05:52:00.000+0000"],[3,9,9,4,"2021-09-09 00:00:00","G4",20368,"281NV",14905,"SMX","CA",10466,"AZA","AZ",1416,1409,-7,0,0,-1,"1400-1459",1542,1536,-6,0,0,-1,"1500-1559",0,0,516,3,0,0,0,0,0,2021,"KSMX","SMX","Santa Maria Pub/Capt G Allan Hancock Field","Santa Maria","California","US",261,34.89889908,-120.4570007,"America/Los_Angeles",231928677800,"2021-09-09T21:16:00.000+0000","2021090919","2021-09-09T19:16:00.000+0000","2021090918","2021090917","72394023273","SANTA MARIA PUBLIC AIRPORT, CA US","74.2","34.89403","-120.45216","2021-09-09T10:51:00","FM-15","7","0.0",null,"2021-09-09T18:51:00.000+0000","2021090918",60,73,65,29.62,null,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-09T11:50:00","FM-15","7","0.0",null,"2021-09-09T18:50:00.000+0000",50,104,70,28.46,130,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-09T22:42:00.000+0000","7.0","2021-09-09T18:54:00.000+0000","0.0","2021-09-09T20:30:00.000+0000"],[3,9,9,4,"2021-09-09 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14783,"SGF","MO",1627,1644,17,17,1,1,"1600-1659",2057,2119,22,22,1,1,"2000-2059",0,0,1066,5,17,0,5,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",266288300592,"2021-09-09T23:27:00.000+0000","2021090921","2021-09-09T21:27:00.000+0000","2021090920","2021090919","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-09T13:50:00","FM-15","7","0.0",null,"2021-09-09T20:50:00.000+0000","2021090920",54,108,73,28.41,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-09-09T14:52:00","FM-15","7","0.0",null,"2021-09-09T20:52:00.000+0000",53,84,65,28.69,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-10T01:57:00.000+0000","0.0","2021-09-09T21:16:00.000+0000","0.0","2021-09-09T22:42:00.000+0000"],[3,9,9,4,"2021-09-09 00:00:00","G4",20368,"281NV",14783,"SGF","MO",10466,"AZA","AZ",2142,2218,36,36,1,2,"2100-2159",2221,2254,33,33,1,2,"2200-2259",0,0,1066,5,19,0,0,0,14,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",51540258693,"2021-09-10T02:42:00.000+0000","2021091000","2021-09-10T00:42:00.000+0000","2021090923","2021090922","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-09-09T17:52:00","FM-15","7","0.0",null,"2021-09-09T23:52:00.000+0000","2021090923",57,80,66,28.67,60,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-09T16:50:00","FM-15","7","0.0",null,"2021-09-09T23:50:00.000+0000",48,106,70,28.35,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-10T05:21:00.000+0000","17.0","2021-09-09T23:27:00.000+0000","0.0","2021-09-10T01:57:00.000+0000"],[3,9,10,5,"2021-09-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",730,725,-5,0,0,-1,"0700-0759",1232,1243,11,11,0,0,"1200-1259",0,0,1373,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029817720,"2021-09-10T14:30:00.000+0000","2021091012","2021-09-10T12:30:00.000+0000","2021091011","2021091010","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-10T04:50:00","FM-15","7","0.0",null,"2021-09-10T11:50:00.000+0000","2021091011",50,81,63,28.46,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-09-10T05:54:00","FM-15","7","0.0",null,"2021-09-10T11:54:00.000+0000",49,52,50,29.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-10T17:32:00.000+0000","36.0","2021-09-10T02:42:00.000+0000","33.0","2021-09-10T05:21:00.000+0000"],[3,9,10,5,"2021-09-10 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",1322,1329,7,7,0,0,"1300-1359",1442,1439,-3,0,0,-1,"1400-1459",0,0,1373,6,0,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",17180352549,"2021-09-10T18:22:00.000+0000","2021091016","2021-09-10T16:22:00.000+0000","2021091015","2021091014","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-09-10T09:54:00","FM-15","7","0.0",null,"2021-09-10T15:54:00.000+0000","2021091015",54,75,63,29.29,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-10T08:50:00","FM-15","7","0.0",null,"2021-09-10T15:50:00.000+0000",52,91,67,28.52,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-10T21:42:00.000+0000","0.0","2021-09-10T14:30:00.000+0000","0.0","2021-09-10T17:32:00.000+0000"],[3,9,10,5,"2021-09-10 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14696,"SBN","IN",1532,1545,13,13,0,0,"1500-1559",2150,2208,18,18,1,1,"2100-2159",0,0,1501,7,13,0,5,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",120259881413,"2021-09-10T22:32:00.000+0000","2021091020","2021-09-10T20:32:00.000+0000","2021091019","2021091018","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-10T12:50:00","FM-15","7","0.0",null,"2021-09-10T19:50:00.000+0000","2021091019",52,104,71,28.48,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-09-10T14:54:00","FM-15","7","0.0",null,"2021-09-10T19:54:00.000+0000",52,80,63,29.23,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-11T01:50:00.000+0000","7.0","2021-09-10T18:22:00.000+0000","0.0","2021-09-10T21:42:00.000+0000"],[3,9,10,5,"2021-09-10 00:00:00","G4",20368,"281NV",14696,"SBN","IN",10466,"AZA","AZ",2240,2301,21,21,1,1,"2200-2259",2316,2324,8,8,0,0,"2300-2359",0,0,1501,7,0,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",214748742440,"2021-09-11T02:40:00.000+0000","2021091100","2021-09-11T00:40:00.000+0000","2021091023","2021091022","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-09-10T18:54:00","FM-15","7","0.0",null,"2021-09-10T23:54:00.000+0000","2021091023",53,74,62,29.19,200,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-10T16:50:00","FM-15","7","0.0",null,"2021-09-10T23:50:00.000+0000",45,106,69,28.41,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-11T06:16:00.000+0000","13.0","2021-09-10T22:32:00.000+0000","0.0","2021-09-11T01:50:00.000+0000"],[3,9,11,6,"2021-09-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",810,800,-10,0,0,-1,"0800-0859",1328,1320,-8,0,0,-1,"1300-1359",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",17181119437,"2021-09-11T15:10:00.000+0000","2021091113","2021-09-11T13:10:00.000+0000","2021091112","2021091111","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-11T05:50:00","FM-15","7","0.0",null,"2021-09-11T12:50:00.000+0000","2021091112",59,79,66,28.51,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-09-11T06:45:00","FM-15","7","0.0",null,"2021-09-11T12:45:00.000+0000",55,61,58,28.9,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-11T18:28:00.000+0000","21.0","2021-09-11T02:40:00.000+0000","8.0","2021-09-11T06:16:00.000+0000"],[3,9,11,6,"2021-09-11 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1418,1409,-9,0,0,-1,"1400-1459",1545,1534,-11,0,0,-1,"1500-1559",0,0,1452,6,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",68720324226,"2021-09-11T19:18:00.000+0000","2021091117","2021-09-11T17:18:00.000+0000","2021091116","2021091115","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-09-11T10:45:00","FM-15","7","0.0",null,"2021-09-11T16:45:00.000+0000","2021091116",64,75,68,28.84,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-11T09:50:00","FM-15","7","0.0",null,"2021-09-11T16:50:00.000+0000",63,91,72,28.55,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-11T22:45:00.000+0000","0.0","2021-09-11T15:10:00.000+0000","0.0","2021-09-11T18:28:00.000+0000"],[3,9,11,6,"2021-09-11 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1635,1630,-5,0,0,-1,"1600-1659",2122,2125,3,3,0,0,"2100-2159",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214749098666,"2021-09-11T23:35:00.000+0000","2021091121","2021-09-11T21:35:00.000+0000","2021091120","2021091119","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-11T13:50:00","FM-15","7","0.0",null,"2021-09-11T20:50:00.000+0000","2021091120",61,100,74,28.46,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-09-11T14:53:00","FM-15","7","0.0",null,"2021-09-11T20:53:00.000+0000",36,70,53,29.01,20,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-12T02:22:00.000+0000","0.0","2021-09-11T19:18:00.000+0000","0.0","2021-09-11T22:45:00.000+0000"],[3,9,11,6,"2021-09-11 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2212,2210,-2,0,0,-1,"2200-2259",2311,2310,-1,0,0,-1,"2300-2359",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",25770540009,"2021-09-12T03:12:00.000+0000","2021091201","2021-09-12T01:12:00.000+0000","2021091200","2021091123","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-09-11T18:53:00","FM-15","7","0.0",null,"2021-09-12T00:53:00.000+0000","2021091200",41,64,52,29.03,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-11T17:47:00","FM-15","7","0.0",null,"2021-09-12T00:47:00.000+0000",46,102,68,28.4,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-12T06:11:00.000+0000","0.0","2021-09-11T23:35:00.000+0000","0.0","2021-09-12T02:22:00.000+0000"],[3,9,12,7,"2021-09-12 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1244,1340,56,56,1,3,"1200-1259",1511,1609,58,58,1,3,"1500-1559",0,0,477,2,56,0,2,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",143286,"2021-09-12T19:44:00.000+0000","2021091217","2021-09-12T17:44:00.000+0000","2021091216","2021091215","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-12T09:50:00","FM-15","7","0.0",null,"2021-09-12T16:50:00.000+0000","2021091216",55,91,68,28.49,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-12T09:56:00","FM-15","7","0.0",null,"2021-09-12T16:56:00.000+0000",55,74,62,25.6,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-12T21:11:00.000+0000","0.0","2021-09-12T03:12:00.000+0000","0.0","2021-09-12T06:11:00.000+0000"],[3,9,12,7,"2021-09-12 00:00:00","G4",20368,"281NV",14314,"PVU","UT",14908,"SNA","CA",1556,1649,53,53,1,3,"1500-1559",1640,1730,50,50,1,3,"1600-1659",0,0,565,3,0,0,0,0,50,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",137439179983,"2021-09-12T21:56:00.000+0000","2021091219","2021-09-12T19:56:00.000+0000","2021091218","2021091217","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-12T12:56:00","FM-15","7","0.0",null,"2021-09-12T19:56:00.000+0000","2021091219",51,84,64,25.55,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-09-12T11:53:00","FM-15","7","0.0",null,"2021-09-12T19:53:00.000+0000",60,83,68,29.85,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-12T23:40:00.000+0000","56.0","2021-09-12T19:44:00.000+0000","0.0","2021-09-12T21:11:00.000+0000"],[3,9,12,7,"2021-09-12 00:00:00","G4",20368,"281NV",14908,"SNA","CA",14314,"PVU","UT",1725,1829,64,64,1,4,"1700-1759",2001,2105,64,64,1,4,"2000-2059",0,0,565,3,14,0,0,0,50,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",17180350548,"2021-09-13T00:25:00.000+0000","2021091222","2021-09-12T22:25:00.000+0000","2021091221","2021091220","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-09-12T13:53:00","FM-15","7","0.0",null,"2021-09-12T21:53:00.000+0000","2021091221",60,81,68,29.81,null,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-12T14:56:00","FM-15","7","0.0",null,"2021-09-12T21:56:00.000+0000",48,89,64,25.49,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-13T02:01:00.000+0000","53.0","2021-09-12T21:56:00.000+0000","0.0","2021-09-12T23:40:00.000+0000"],[3,9,12,7,"2021-09-12 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2046,2147,61,61,1,4,"2000-2059",2113,2213,60,60,1,4,"2100-2159",0,0,477,2,0,0,0,0,60,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",25771070632,"2021-09-13T02:46:00.000+0000","2021091300","2021-09-13T00:46:00.000+0000","2021091223","2021091222","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-12T16:56:00","FM-15","7","0.0",null,"2021-09-12T23:56:00.000+0000","2021091223",50,86,64,25.47,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-12T16:50:00","FM-15","7","0.0",null,"2021-09-12T23:50:00.000+0000",43,106,68,28.36,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-13T04:13:00.000+0000","64.0","2021-09-13T00:25:00.000+0000","0.0","2021-09-13T02:01:00.000+0000"],[3,9,13,1,"2021-09-13 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14512,"RFD","IL",831,846,15,15,1,1,"0800-0859",1333,1429,56,56,1,3,"1300-1359",0,0,1373,6,15,0,41,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",42950342090,"2021-09-13T15:31:00.000+0000","2021091313","2021-09-13T13:31:00.000+0000","2021091312","2021091311","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-13T05:50:00","FM-15","7","0.0",null,"2021-09-13T12:50:00.000+0000","2021091312",48,77,60,28.41,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-09-13T06:54:00","FM-15","7","0.0",null,"2021-09-13T12:54:00.000+0000",62,67,64,29.27,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-13T18:33:00.000+0000","61.0","2021-09-13T02:46:00.000+0000","60.0","2021-09-13T04:13:00.000+0000"],[3,9,13,1,"2021-09-13 00:00:00","G4",20368,"281NV",14512,"RFD","IL",10466,"AZA","AZ",1423,1545,82,82,1,5,"1400-1459",1543,1659,76,76,1,5,"1500-1559",0,0,1373,6,41,0,0,0,35,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",8590946191,"2021-09-13T19:23:00.000+0000","2021091317","2021-09-13T17:23:00.000+0000","2021091316","2021091315","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-09-13T10:54:00","FM-15","7","0.0",null,"2021-09-13T16:54:00.000+0000","2021091316",67,80,71,29.24,210,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-13T09:50:00","FM-15","7","0.0",null,"2021-09-13T16:50:00.000+0000",54,93,68,28.45,160,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-13T22:43:00.000+0000","15.0","2021-09-13T15:31:00.000+0000","0.0","2021-09-13T18:33:00.000+0000"],[3,9,16,4,"2021-09-16 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14314,"PVU","UT",1904,2021,77,77,1,5,"1900-1959",2131,2246,75,75,1,5,"2100-2159",0,0,477,2,75,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",223338888200,"2021-09-17T02:04:00.000+0000","2021091700","2021-09-17T00:04:00.000+0000","2021091623","2021091622","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-16T15:50:00","FM-15","7","0.0",null,"2021-09-16T22:50:00.000+0000","2021091622",46,102,68,28.29,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-16T16:56:00","FM-15","7","0.0",null,"2021-09-16T23:56:00.000+0000",null,81,63,25.35,320,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-17T03:31:00.000+0000","82.0","2021-09-13T19:23:00.000+0000","76.0","2021-09-13T22:43:00.000+0000"],[3,9,16,4,"2021-09-16 00:00:00","G4",20368,"281NV",14314,"PVU","UT",10466,"AZA","AZ",2216,2331,75,75,1,5,"2200-2259",2243,2352,69,69,1,4,"2200-2259",0,0,477,2,0,0,0,0,69,2021,"KPVU","PVU","Provo Municipal Airport","Provo","Utah","US",4497,40.2192001343,-111.7229995728,"America/Denver",137440113207,"2021-09-17T04:16:00.000+0000","2021091702","2021-09-17T02:16:00.000+0000","2021091701","2021091700","72572424174","PROVO AIRPORT, UT US","1370.7","40.21889","-111.72333","2021-09-16T18:56:00","FM-15","7","0.0",null,"2021-09-17T01:56:00.000+0000","2021091701",51,73,60,25.37,310,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-16T18:50:00","FM-15","7","0.0",null,"2021-09-17T01:50:00.000+0000",46,97,66,28.29,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-17T05:43:00.000+0000","77.0","2021-09-17T02:04:00.000+0000","0.0","2021-09-17T03:31:00.000+0000"],[3,9,17,5,"2021-09-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10849,"BZN","MT",710,701,-9,0,0,-1,"0700-0759",1025,1016,-9,0,0,-1,"1000-1059",0,0,861,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",214748863909,"2021-09-17T14:10:00.000+0000","2021091712","2021-09-17T12:10:00.000+0000","2021091711","2021091710","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-17T04:50:00","FM-15","7","0.0",null,"2021-09-17T11:50:00.000+0000","2021091711",54,81,65,28.44,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-09-17T04:56:00","FM-15","7","0.0",null,"2021-09-17T11:56:00.000+0000",28,33,31,25.58,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-17T16:25:00.000+0000","75.0","2021-09-17T04:16:00.000+0000","69.0","2021-09-17T05:43:00.000+0000"],[3,9,17,5,"2021-09-17 00:00:00","G4",20368,"281NV",10849,"BZN","MT",10466,"AZA","AZ",1110,1100,-10,0,0,-1,"1100-1159",1222,1217,-5,0,0,-1,"1200-1259",0,0,861,4,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",60130720759,"2021-09-17T17:10:00.000+0000","2021091715","2021-09-17T15:10:00.000+0000","2021091714","2021091713","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-09-17T07:56:00","FM-15","7","0.0",null,"2021-09-17T14:56:00.000+0000","2021091714",27,39,34,25.58,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-17T07:50:00","FM-15","7","0.0",null,"2021-09-17T14:50:00.000+0000",54,82,65,28.49,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-17T19:22:00.000+0000","0.0","2021-09-17T14:10:00.000+0000","0.0","2021-09-17T16:25:00.000+0000"],[3,9,17,5,"2021-09-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",13829,"OGD","UT",1312,1302,-10,0,0,-1,"1300-1359",1548,1531,-17,0,0,-2,"1500-1559",0,0,544,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",60130474182,"2021-09-17T20:12:00.000+0000","2021091718","2021-09-17T18:12:00.000+0000","2021091717","2021091716","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-17T10:50:00","FM-15","7","0.0",null,"2021-09-17T17:50:00.000+0000","2021091717",54,91,68,28.53,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-09-17T10:53:00","FM-15","7","0.0",null,"2021-09-17T17:53:00.000+0000",40,77,56,25.62,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-17T21:48:00.000+0000","0.0","2021-09-17T17:10:00.000+0000","0.0","2021-09-17T19:22:00.000+0000"],[3,9,17,5,"2021-09-17 00:00:00","G4",20368,"281NV",13829,"OGD","UT",10466,"AZA","AZ",1633,1615,-18,0,0,-2,"1600-1659",1705,1644,-21,0,0,-2,"1700-1759",0,0,544,3,0,0,0,0,0,2021,"KOGD","OGD","Ogden Hinckley Airport","Ogden","Utah","US",4473,41.1958999634,-112.0120010376,"America/Denver",60130362563,"2021-09-17T22:33:00.000+0000","2021091720","2021-09-17T20:33:00.000+0000","2021091719","2021091718","72575024126","OGDEN HINKLEY AIRPORT, UT US","1356.1","41.19406","-112.01682","2021-09-17T12:53:00","FM-15","7","0.0",null,"2021-09-17T19:53:00.000+0000","2021091719",34,82,56,25.6,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-17T12:50:00","FM-15","4","0.0",null,"2021-09-17T19:50:00.000+0000",54,95,null,null,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-18T00:05:00.000+0000","0.0","2021-09-17T20:12:00.000+0000","0.0","2021-09-17T21:48:00.000+0000"],[3,9,17,5,"2021-09-17 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11980,"GRI","NE",1750,1732,-18,0,0,-2,"1700-1759",2202,2141,-21,0,0,-2,"2200-2259",0,0,905,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",34360669989,"2021-09-18T00:50:00.000+0000","2021091722","2021-09-17T22:50:00.000+0000","2021091721","2021091720","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-17T15:50:00","FM-15","4","0.0",null,"2021-09-17T22:50:00.000+0000","2021091722",54,97,null,null,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-09-17T15:53:00","FM-15","7","0.0",null,"2021-09-17T21:53:00.000+0000",51,71,59,28.23,60,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-18T03:02:00.000+0000","0.0","2021-09-17T22:33:00.000+0000","0.0","2021-09-18T00:05:00.000+0000"],[3,9,17,5,"2021-09-17 00:00:00","G4",20368,"281NV",11980,"GRI","NE",10466,"AZA","AZ",2247,2231,-16,0,0,-2,"2200-2259",2303,2246,-17,0,0,-2,"2300-2359",0,0,905,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",137440177737,"2021-09-18T03:47:00.000+0000","2021091801","2021-09-18T01:47:00.000+0000","2021091800","2021091723","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-09-17T18:53:00","FM-15","7","0.0",null,"2021-09-18T00:53:00.000+0000","2021091800",54,63,58,28.23,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-17T17:55:00","FM-15","4","0.0",null,"2021-09-18T00:55:00.000+0000",54,95,null,null,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-18T06:03:00.000+0000","0.0","2021-09-18T00:50:00.000+0000","0.0","2021-09-18T03:02:00.000+0000"],[3,9,18,6,"2021-09-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",10408,"ATW","WI",810,802,-8,0,0,-1,"0800-0859",1328,1325,-3,0,0,-1,"1300-1359",0,0,1452,6,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",146029137893,"2021-09-18T15:10:00.000+0000","2021091813","2021-09-18T13:10:00.000+0000","2021091812","2021091811","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-18T05:47:00","FM-15","7","0.0",null,"2021-09-18T12:47:00.000+0000","2021091812",57,79,65,28.51,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-09-18T06:45:00","FM-15","7","0.0",null,"2021-09-18T12:45:00.000+0000",48,54,51,29.26,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-18T18:28:00.000+0000","0.0","2021-09-18T03:47:00.000+0000","0.0","2021-09-18T06:03:00.000+0000"],[3,9,18,6,"2021-09-18 00:00:00","G4",20368,"281NV",10408,"ATW","WI",10466,"AZA","AZ",1418,1438,20,20,1,1,"1400-1459",1545,1602,17,17,1,1,"1500-1559",0,0,1452,6,17,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",595897,"2021-09-18T19:18:00.000+0000","2021091817","2021-09-18T17:18:00.000+0000","2021091816","2021091815","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-09-18T10:45:00","FM-15","7","0.0",null,"2021-09-18T16:45:00.000+0000","2021091816",50,66,57,29.26,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-18T09:50:00","FM-15","7","0.0",null,"2021-09-18T16:50:00.000+0000",61,90,71,28.56,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-18T22:45:00.000+0000","0.0","2021-09-18T15:10:00.000+0000","0.0","2021-09-18T18:28:00.000+0000"],[3,9,18,6,"2021-09-18 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1635,1654,19,19,1,1,"1600-1659",2122,2132,10,10,0,0,"2100-2159",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",188978640888,"2021-09-18T23:35:00.000+0000","2021091821","2021-09-18T21:35:00.000+0000","2021091820","2021091819","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-18T13:55:00","FM-15","7","0.0","PO:1 ||DU","2021-09-18T20:55:00.000+0000","2021091820",59,99,72,28.46,300,6,10,"PO:1 ","","DU",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-09-18T14:53:00","FM-15","7","0.0",null,"2021-09-18T20:53:00.000+0000",52,78,63,28.88,160,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-19T02:22:00.000+0000","20.0","2021-09-18T19:18:00.000+0000","0.0","2021-09-18T22:45:00.000+0000"],[3,9,18,6,"2021-09-18 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2212,2210,-2,0,0,-1,"2200-2259",2311,2312,1,1,0,0,"2300-2359",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",163209178372,"2021-09-19T03:12:00.000+0000","2021091901","2021-09-19T01:12:00.000+0000","2021091900","2021091823","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-09-18T18:53:00","FM-15","7","0.0",null,"2021-09-19T00:53:00.000+0000","2021091900",55,75,63,28.8,140,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-18T17:55:00","FM-15","7","0.0",null,"2021-09-19T00:55:00.000+0000",68,84,73,28.44,350,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-19T06:11:00.000+0000","19.0","2021-09-18T23:35:00.000+0000","0.0","2021-09-19T02:22:00.000+0000"],[3,9,19,7,"2021-09-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",14252,"PSC","WA",600,559,-1,0,0,-1,"0600-0659",832,830,-2,0,0,-1,"0800-0859",0,0,977,4,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",257699108234,"2021-09-19T13:00:00.000+0000","2021091911","2021-09-19T11:00:00.000+0000","2021091910","2021091909","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-19T03:55:00","FM-15","7","0.0",null,"2021-09-19T10:55:00.000+0000","2021091910",68,77,71,28.45,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-09-19T02:53:00","FM-15","7","0.0",null,"2021-09-19T10:53:00.000+0000",49,59,54,29.39,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-19T15:32:00.000+0000","0.0","2021-09-19T03:12:00.000+0000","1.0","2021-09-19T06:11:00.000+0000"],[3,9,19,7,"2021-09-19 00:00:00","G4",20368,"281NV",14252,"PSC","WA",10466,"AZA","AZ",917,1157,160,160,1,10,"0900-0959",1141,1418,157,157,1,10,"1100-1159",0,0,977,4,157,0,0,0,0,2021,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles",206158676977,"2021-09-19T16:17:00.000+0000","2021091914","2021-09-19T14:17:00.000+0000","2021091913","2021091912","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-09-19T05:53:00","FM-15","7","0.0",null,"2021-09-19T13:53:00.000+0000","2021091913",48,58,53,29.45,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-19T06:47:00","FM-15","7","0.0",null,"2021-09-19T13:47:00.000+0000",68,75,70,28.46,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-19T18:41:00.000+0000","0.0","2021-09-19T13:00:00.000+0000","0.0","2021-09-19T15:32:00.000+0000"],[3,9,19,7,"2021-09-19 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",12280,"IDA","ID",1823,1809,-14,0,0,-1,"1800-1859",2117,2058,-19,0,0,-2,"2100-2159",0,0,704,3,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",94490295705,"2021-09-20T01:23:00.000+0000","2021091923","2021-09-19T23:23:00.000+0000","2021091922","2021091921","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-19T15:50:00","FM-15","7","0.0",null,"2021-09-19T22:50:00.000+0000","2021091922",63,97,74,28.36,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-09-19T15:53:00","FM-15","7","0.0",null,"2021-09-19T22:53:00.000+0000",38,52,45,25.2,220,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-20T03:17:00.000+0000","160.0","2021-09-19T16:17:00.000+0000","157.0","2021-09-19T18:41:00.000+0000"],[3,9,19,7,"2021-09-19 00:00:00","G4",20368,"281NV",12280,"IDA","ID",10466,"AZA","AZ",2202,2208,6,6,0,0,"2200-2259",2254,2256,2,2,0,0,"2200-2259",0,0,704,3,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",51539943515,"2021-09-20T04:02:00.000+0000","2021092002","2021-09-20T02:02:00.000+0000","2021092001","2021092000","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-09-19T18:53:00","FM-15","7","0.0",null,"2021-09-20T01:53:00.000+0000","2021092001",40,47,44,25.27,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-19T18:50:00","FM-15","7","0.0",null,"2021-09-20T01:50:00.000+0000",55,93,69,28.34,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-20T05:54:00.000+0000","0.0","2021-09-20T01:23:00.000+0000","0.0","2021-09-20T03:17:00.000+0000"],[3,9,20,1,"2021-09-20 00:00:00","G4",20368,"281NV",10466,"AZA","AZ",11637,"FAR","ND",1622,1637,15,15,1,1,"1600-1659",2109,2123,14,14,0,0,"2100-2159",0,0,1220,5,0,0,0,0,0,2021,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix",240518630393,"2021-09-20T23:22:00.000+0000","2021092021","2021-09-20T21:22:00.000+0000","2021092020","2021092019","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-20T13:50:00","FM-15","7","0.0",null,"2021-09-20T20:50:00.000+0000","2021092020",45,95,65,28.48,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-09-20T14:53:00","FM-15","7","0.05","-RA:02 |RA |RA","2021-09-20T20:53:00.000+0000",52,55,53,28.88,330,13,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-21T02:09:00.000+0000","6.0","2021-09-20T04:02:00.000+0000","2.0","2021-09-20T05:54:00.000+0000"],[3,9,20,1,"2021-09-20 00:00:00","G4",20368,"281NV",11637,"FAR","ND",10466,"AZA","AZ",2159,2159,0,0,0,0,"2100-2159",2258,2252,-6,0,0,-1,"2200-2259",0,0,1220,5,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",197569402138,"2021-09-21T02:59:00.000+0000","2021092100","2021-09-21T00:59:00.000+0000","2021092023","2021092022","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-09-20T18:53:00","FM-15","7","0.0",null,"2021-09-21T00:53:00.000+0000","2021092100",54,56,55,28.96,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-09-20T17:50:00","FM-15","7","0.0",null,"2021-09-21T00:50:00.000+0000",43,95,65,28.45,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-21T05:58:00.000+0000","15.0","2021-09-20T23:22:00.000+0000","0.0","2021-09-21T02:09:00.000+0000"],[3,9,23,4,"2021-09-23 00:00:00","G4",20368,"281NV",12889,"LAS","NV",11648,"FCA","MT",600,550,-10,0,0,-1,"0600-0659",922,922,0,0,0,0,"0900-0959",0,0,845,4,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",60130047219,"2021-09-23T13:00:00.000+0000","2021092311","2021-09-23T11:00:00.000+0000","2021092310","2021092309","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-23T02:56:00","FM-15","7","0.0",null,"2021-09-23T10:56:00.000+0000","2021092310",35,76,55,27.65,250,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-09-23T03:55:00","FM-15","7","0.0",null,"2021-09-23T10:55:00.000+0000",37,40,39,27.05,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-23T15:22:00.000+0000","0.0","2021-09-21T02:59:00.000+0000","0.0","2021-09-21T05:58:00.000+0000"],[3,9,23,4,"2021-09-23 00:00:00","G4",20368,"281NV",11648,"FCA","MT",12889,"LAS","NV",1007,1000,-7,0,0,-1,"1000-1059",1124,1103,-21,0,0,-2,"1100-1159",0,0,845,4,0,0,0,0,0,2021,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver",188979913340,"2021-09-23T16:07:00.000+0000","2021092314","2021-09-23T14:07:00.000+0000","2021092313","2021092312","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-09-23T06:55:00","FM-15","7","0.0",null,"2021-09-23T13:55:00.000+0000","2021092313",38,40,39,27.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-23T05:56:00","FM-15","7","0.0",null,"2021-09-23T13:56:00.000+0000",36,75,55,27.65,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-23T18:24:00.000+0000","0.0","2021-09-23T13:00:00.000+0000","0.0","2021-09-23T15:22:00.000+0000"],[3,9,23,4,"2021-09-23 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13796,"OAK","CA",1214,1205,-9,0,0,-1,"1200-1259",1344,1334,-10,0,0,-1,"1300-1359",0,0,407,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",51540710560,"2021-09-23T19:14:00.000+0000","2021092317","2021-09-23T17:14:00.000+0000","2021092316","2021092315","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-23T08:56:00","FM-15","7","0.0",null,"2021-09-23T16:56:00.000+0000","2021092316",34,83,57,27.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-09-23T09:03:00","FM-16","7","0.0",null,"2021-09-23T17:03:00.000+0000",58,63,60,29.88,270,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-23T20:44:00.000+0000","0.0","2021-09-23T16:07:00.000+0000","0.0","2021-09-23T18:24:00.000+0000"],[3,9,23,4,"2021-09-23 00:00:00","G4",20368,"281NV",13796,"OAK","CA",12889,"LAS","NV",1429,1431,2,2,0,0,"1400-1459",1552,1600,8,8,0,0,"1500-1559",0,0,407,2,0,0,0,0,0,2021,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",8591123366,"2021-09-23T21:29:00.000+0000","2021092319","2021-09-23T19:29:00.000+0000","2021092318","2021092317","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-09-23T10:53:00","FM-15","7","0.0",null,"2021-09-23T18:53:00.000+0000","2021092318",58,71,63,29.84,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-23T10:56:00","FM-15","7","0.0",null,"2021-09-23T18:56:00.000+0000",34,89,59,27.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-23T22:52:00.000+0000","0.0","2021-09-23T19:14:00.000+0000","0.0","2021-09-23T20:44:00.000+0000"],[3,9,26,7,"2021-09-26 00:00:00","G4",20368,"281NV",12889,"LAS","NV",11980,"GRI","NE",710,701,-9,0,0,-1,"0700-0759",1134,1122,-12,0,0,-1,"1100-1159",0,0,971,4,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",206159435535,"2021-09-26T14:10:00.000+0000","2021092612","2021-09-26T12:10:00.000+0000","2021092611","2021092610","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-26T03:56:00","FM-15","7","0.0",null,"2021-09-26T11:56:00.000+0000","2021092611",51,75,61,27.65,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-09-26T05:53:00","FM-15","7","0.0",null,"2021-09-26T11:53:00.000+0000",44,54,49,27.88,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-26T16:34:00.000+0000","2.0","2021-09-23T21:29:00.000+0000","8.0","2021-09-23T22:52:00.000+0000"],[3,9,26,7,"2021-09-26 00:00:00","G4",20368,"281NV",11980,"GRI","NE",12889,"LAS","NV",1219,1203,-16,0,0,-2,"1200-1259",1246,1218,-28,0,0,-2,"1200-1259",0,0,971,4,0,0,0,0,0,2021,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago",25769866978,"2021-09-26T17:19:00.000+0000","2021092615","2021-09-26T15:19:00.000+0000","2021092614","2021092613","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-09-26T08:53:00","FM-15","7","0.0",null,"2021-09-26T14:53:00.000+0000","2021092614",48,66,56,27.88,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-26T06:56:00","FM-15","7","0.0",null,"2021-09-26T14:56:00.000+0000",51,76,61,27.69,300,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-26T19:46:00.000+0000","0.0","2021-09-26T14:10:00.000+0000","0.0","2021-09-26T16:34:00.000+0000"],[3,9,26,7,"2021-09-26 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13244,"MEM","TN",1344,1348,4,4,0,0,"1300-1359",1905,1853,-12,0,0,-1,"1900-1959",0,0,1416,6,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",103079441514,"2021-09-26T20:44:00.000+0000","2021092618","2021-09-26T18:44:00.000+0000","2021092617","2021092616","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-26T09:56:00","FM-15","7","0.0",null,"2021-09-26T17:56:00.000+0000","2021092617",51,85,64,27.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","76.6","35.05639","-89.9864","2021-09-26T11:54:00","FM-15","7","0.0",null,"2021-09-26T17:54:00.000+0000",52,83,65,29.77,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-27T00:05:00.000+0000","0.0","2021-09-26T17:19:00.000+0000","0.0","2021-09-26T19:46:00.000+0000"],[3,9,26,7,"2021-09-26 00:00:00","G4",20368,"281NV",13244,"MEM","TN",12889,"LAS","NV",1950,1957,7,7,0,0,"1900-1959",2114,2117,3,3,0,0,"2100-2159",0,0,1416,6,0,0,0,0,0,2021,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago",180389554836,"2021-09-27T00:50:00.000+0000","2021092622","2021-09-26T22:50:00.000+0000","2021092621","2021092620","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","76.6","35.05639","-89.9864","2021-09-26T15:54:00","FM-15","7","0.0",null,"2021-09-26T21:54:00.000+0000","2021092621",51,83,64,29.69,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-26T14:04:00","FM-16","7","0.0",null,"2021-09-26T22:04:00.000+0000",47,93,65,27.6,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-27T04:14:00.000+0000","4.0","2021-09-26T20:44:00.000+0000","0.0","2021-09-27T00:05:00.000+0000"],[3,9,27,1,"2021-09-27 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14730,"SDF","KY",610,626,16,16,1,1,"0600-0659",1248,1317,29,29,1,1,"1200-1259",0,0,1624,7,16,0,13,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",223339624939,"2021-09-27T13:10:00.000+0000","2021092711","2021-09-27T11:10:00.000+0000","2021092710","2021092709","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-27T02:56:00","FM-15","7","0.0",null,"2021-09-27T10:56:00.000+0000","2021092710",57,74,64,27.64,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","146.3","38.17738","-85.73077","2021-09-27T05:56:00","FM-15","7","0.0",null,"2021-09-27T10:56:00.000+0000",52,58,55,29.52,140,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-27T16:48:00.000+0000","7.0","2021-09-27T00:50:00.000+0000","3.0","2021-09-27T04:14:00.000+0000"],[3,9,27,1,"2021-09-27 00:00:00","G4",20368,"281NV",14730,"SDF","KY",12889,"LAS","NV",1333,1408,35,35,1,2,"1300-1359",1426,1459,33,33,1,2,"1400-1459",0,0,1624,7,0,0,6,0,27,2021,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",214748594472,"2021-09-27T17:33:00.000+0000","2021092715","2021-09-27T15:33:00.000+0000","2021092714","2021092713","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","146.3","38.17738","-85.73077","2021-09-27T09:56:00","FM-15","7","0.0",null,"2021-09-27T14:56:00.000+0000","2021092714",58,73,64,29.52,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-27T06:56:00","FM-15","7","0.0",null,"2021-09-27T14:56:00.000+0000",57,73,63,27.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-27T21:26:00.000+0000","16.0","2021-09-27T13:10:00.000+0000","0.0","2021-09-27T16:48:00.000+0000"],[3,9,27,1,"2021-09-27 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10620,"BIL","MT",1648,1642,-6,0,0,-1,"1600-1659",1950,1958,8,8,0,0,"1900-1959",0,0,754,4,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",231929454522,"2021-09-27T23:48:00.000+0000","2021092721","2021-09-27T21:48:00.000+0000","2021092720","2021092719","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-27T12:56:00","FM-15","7","0.0",null,"2021-09-27T20:56:00.000+0000","2021092720",54,89,67,27.61,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-09-27T13:53:00","FM-15","7","0.0",null,"2021-09-27T20:53:00.000+0000",15,87,53,26.16,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-28T01:50:00.000+0000","35.0","2021-09-27T17:33:00.000+0000","33.0","2021-09-27T21:26:00.000+0000"],[3,9,27,1,"2021-09-27 00:00:00","G4",20368,"281NV",10620,"BIL","MT",12889,"LAS","NV",2040,2044,4,4,0,0,"2000-2059",2140,2157,17,17,1,1,"2100-2159",0,0,754,4,0,0,13,0,4,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",257698094433,"2021-09-28T02:40:00.000+0000","2021092800","2021-09-28T00:40:00.000+0000","2021092723","2021092722","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-09-27T16:53:00","FM-15","7","0.0",null,"2021-09-27T23:53:00.000+0000","2021092723",18,86,54,26.12,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-27T15:56:00","FM-15","7","0.0",null,"2021-09-27T23:56:00.000+0000",52,92,67,27.52,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-28T04:40:00.000+0000","0.0","2021-09-27T23:48:00.000+0000","0.0","2021-09-28T01:50:00.000+0000"],[3,9,29,3,"2021-09-29 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14570,"RNO","NV",905,856,-9,0,0,-1,"0900-0959",1026,1027,1,1,0,0,"1000-1059",0,0,345,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",163209424962,"2021-09-29T16:05:00.000+0000","2021092914","2021-09-29T14:05:00.000+0000","2021092913","2021092912","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-29T05:56:00","FM-15","7","0.0",null,"2021-09-29T13:56:00.000+0000","2021092913",20,69,47,27.64,360,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-09-29T05:55:00","FM-15","7","0.0",null,"2021-09-29T13:55:00.000+0000",23,38,32,25.66,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-29T17:26:00.000+0000","4.0","2021-09-28T02:40:00.000+0000","17.0","2021-09-28T04:40:00.000+0000"],[3,9,29,3,"2021-09-29 00:00:00","G4",20368,"281NV",14570,"RNO","NV",12889,"LAS","NV",1111,1106,-5,0,0,-1,"1100-1159",1225,1218,-7,0,0,-1,"1200-1259",0,0,345,2,0,0,0,0,0,2021,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",60130789752,"2021-09-29T18:11:00.000+0000","2021092916","2021-09-29T16:11:00.000+0000","2021092915","2021092914","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-09-29T07:55:00","FM-15","7","0.0",null,"2021-09-29T15:55:00.000+0000","2021092915",23,47,37,25.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-29T07:56:00","FM-15","7","0.0",null,"2021-09-29T15:56:00.000+0000",21,70,48,27.68,10,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-29T19:25:00.000+0000","0.0","2021-09-29T16:05:00.000+0000","0.0","2021-09-29T17:26:00.000+0000"],[3,9,29,3,"2021-09-29 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13256,"MFE","TX",1315,1315,0,0,0,0,"1300-1359",1813,1813,0,0,0,0,"1800-1859",0,0,1210,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",17180094993,"2021-09-29T20:15:00.000+0000","2021092918","2021-09-29T18:15:00.000+0000","2021092917","2021092916","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-29T09:56:00","FM-15","7","0.0",null,"2021-09-29T17:56:00.000+0000","2021092917",22,73,50,27.69,60,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-09-29T11:53:00","FM-15","7","0.0",null,"2021-09-29T17:53:00.000+0000",73,93,79,29.68,170,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-29T23:13:00.000+0000","0.0","2021-09-29T18:11:00.000+0000","0.0","2021-09-29T19:25:00.000+0000"],[3,9,29,3,"2021-09-29 00:00:00","G4",20368,"281NV",13256,"MFE","TX",12889,"LAS","NV",1903,1901,-2,0,0,-1,"1900-1959",2001,1959,-2,0,0,-1,"2000-2059",0,0,1210,5,0,0,0,0,0,2021,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago",34359741453,"2021-09-30T00:03:00.000+0000","2021092922","2021-09-29T22:03:00.000+0000","2021092921","2021092920","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-09-29T15:53:00","FM-15","7","0.0",null,"2021-09-29T21:53:00.000+0000","2021092921",72,96,79,29.6,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-29T14:02:00","FM-16","7","0.0",null,"2021-09-29T22:02:00.000+0000",18,80,52,27.64,70,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-30T03:01:00.000+0000","0.0","2021-09-29T20:15:00.000+0000","0.0","2021-09-29T23:13:00.000+0000"],[3,9,30,4,"2021-09-30 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14696,"SBN","IN",725,719,-6,0,0,-1,"0700-0759",1355,1407,12,12,0,0,"1300-1359",0,0,1594,7,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",171799450234,"2021-09-30T14:25:00.000+0000","2021093012","2021-09-30T12:25:00.000+0000","2021093011","2021093010","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-30T03:56:00","FM-15","7","0.0",null,"2021-09-30T11:56:00.000+0000","2021093011",20,63,45,27.77,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-09-30T06:54:00","FM-15","7","0.0",null,"2021-09-30T11:54:00.000+0000",47,54,50,29.36,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-30T17:55:00.000+0000","0.0","2021-09-30T00:03:00.000+0000","0.0","2021-09-30T03:01:00.000+0000"],[3,9,30,4,"2021-09-30 00:00:00","G4",20368,"281NV",14696,"SBN","IN",12889,"LAS","NV",1445,1456,11,11,0,0,"1400-1459",1535,1540,5,5,0,0,"1500-1559",0,0,1594,7,0,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",214748522292,"2021-09-30T18:45:00.000+0000","2021093016","2021-09-30T16:45:00.000+0000","2021093015","2021093014","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-09-30T10:54:00","FM-15","7","0.0",null,"2021-09-30T15:54:00.000+0000","2021093015",45,73,58,29.38,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-30T07:56:00","FM-15","7","0.0",null,"2021-09-30T15:56:00.000+0000",17,70,47,27.83,360,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-09-30T22:35:00.000+0000","0.0","2021-09-30T14:25:00.000+0000","0.0","2021-09-30T17:55:00.000+0000"],[3,9,30,4,"2021-09-30 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10627,"BIS","ND",1625,1644,19,19,1,1,"1600-1659",2104,2118,14,14,0,0,"2100-2159",0,0,1048,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",223338589823,"2021-09-30T23:25:00.000+0000","2021093021","2021-09-30T21:25:00.000+0000","2021093020","2021093019","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-30T12:56:00","FM-15","7","0.0",null,"2021-09-30T20:56:00.000+0000","2021093020",13,79,50,27.75,30,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-09-30T14:52:00","FM-15","7","0.0",null,"2021-09-30T20:52:00.000+0000",39,74,55,28.4,350,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-01T02:04:00.000+0000","11.0","2021-09-30T18:45:00.000+0000","0.0","2021-09-30T22:35:00.000+0000"],[3,9,30,4,"2021-09-30 00:00:00","G4",20368,"281NV",10627,"BIS","ND",12889,"LAS","NV",2149,2200,11,11,0,0,"2100-2159",2230,2228,-2,0,0,-1,"2200-2259",0,0,1048,5,0,0,0,0,0,2021,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago",68719479852,"2021-10-01T02:49:00.000+0000","2021100100","2021-10-01T00:49:00.000+0000","2021093023","2021093022","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-09-30T17:52:00","FM-15","7","0.0",null,"2021-09-30T23:52:00.000+0000","2021093023",40,71,55,28.4,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-30T15:56:00","FM-15","7","0.0",null,"2021-09-30T23:56:00.000+0000",13,81,51,27.7,60,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-01T05:30:00.000+0000","19.0","2021-09-30T23:25:00.000+0000","0.0","2021-10-01T02:04:00.000+0000"],[4,10,1,5,"2021-10-01 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14730,"SDF","KY",615,606,-9,0,0,-1,"0600-0659",1253,1239,-14,0,0,-1,"1200-1259",0,0,1624,7,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",85900431988,"2021-10-01T13:15:00.000+0000","2021100111","2021-10-01T11:15:00.000+0000","2021100110","2021100109","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-01T02:56:00","FM-15","7","0.0",null,"2021-10-01T10:56:00.000+0000","2021100110",20,62,44,27.76,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","146.3","38.17738","-85.73077","2021-10-01T05:56:00","FM-15","7","0.0",null,"2021-10-01T10:56:00.000+0000",55,62,58,29.67,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-01T16:53:00.000+0000","11.0","2021-10-01T02:49:00.000+0000","0.0","2021-10-01T05:30:00.000+0000"],[4,10,1,5,"2021-10-01 00:00:00","G4",20368,"281NV",14730,"SDF","KY",12889,"LAS","NV",1338,1332,-6,0,0,-1,"1300-1359",1431,1411,-20,0,0,-2,"1400-1459",0,0,1624,7,0,0,0,0,0,2021,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",223339647370,"2021-10-01T17:38:00.000+0000","2021100115","2021-10-01T15:38:00.000+0000","2021100114","2021100113","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","146.3","38.17738","-85.73077","2021-10-01T09:56:00","FM-15","7","0.0",null,"2021-10-01T14:56:00.000+0000","2021100114",56,70,62,29.7,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-01T06:56:00","FM-15","7","0.0",null,"2021-10-01T14:56:00.000+0000",22,65,46,27.81,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-01T21:31:00.000+0000","0.0","2021-10-01T13:15:00.000+0000","0.0","2021-10-01T16:53:00.000+0000"],[4,10,1,5,"2021-10-01 00:00:00","G4",20368,"281NV",12889,"LAS","NV",11638,"FAT","CA",1331,1509,98,98,1,6,"1300-1359",1441,1622,101,101,1,6,"1400-1459",0,0,259,2,98,0,3,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",85900238461,"2021-10-01T20:31:00.000+0000","2021100118","2021-10-01T18:31:00.000+0000","2021100117","2021100116","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-01T09:56:00","FM-15","7","0.0",null,"2021-10-01T17:56:00.000+0000","2021100117",24,77,52,27.81,70,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-10-01T09:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-10-01T17:53:00.000+0000",38,76,56,29.66,130,5,3,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-01T21:41:00.000+0000","0.0","2021-10-01T17:38:00.000+0000","0.0","2021-10-01T21:31:00.000+0000"],[4,10,1,5,"2021-10-01 00:00:00","G4",20368,"281NV",11638,"FAT","CA",12889,"LAS","NV",1526,1700,94,94,1,6,"1500-1559",1632,1811,99,99,1,6,"1600-1659",0,0,259,2,0,0,5,0,94,2021,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles",60130064725,"2021-10-01T22:26:00.000+0000","2021100120","2021-10-01T20:26:00.000+0000","2021100119","2021100118","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-10-01T11:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2021-10-01T19:53:00.000+0000","2021100119",41,83,60,29.63,330,3,5,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-01T11:56:00","FM-15","7","0.0",null,"2021-10-01T19:56:00.000+0000",27,81,54,27.79,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-01T23:32:00.000+0000","0.0","2021-10-01T20:31:00.000+0000","0.0","2021-10-01T21:41:00.000+0000"],[4,10,1,5,"2021-10-01 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10620,"BIL","MT",1830,1852,22,22,1,1,"1800-1859",2132,2200,28,28,1,1,"2100-2159",0,0,754,4,0,0,6,0,22,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",51540303986,"2021-10-02T01:30:00.000+0000","2021100123","2021-10-01T23:30:00.000+0000","2021100122","2021100121","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-01T14:56:00","FM-15","7","0.0",null,"2021-10-01T22:56:00.000+0000","2021100122",21,83,54,27.74,50,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-10-01T15:53:00","FM-15","7","0.0",null,"2021-10-01T22:53:00.000+0000",32,76,53,26.45,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-02T03:32:00.000+0000","94.0","2021-10-01T22:26:00.000+0000","0.0","2021-10-01T23:32:00.000+0000"],[4,10,1,5,"2021-10-01 00:00:00","G4",20368,"281NV",10620,"BIL","MT",12889,"LAS","NV",2222,2240,18,18,1,1,"2200-2259",2322,2342,20,20,1,1,"2300-2359",0,0,754,4,0,0,2,0,18,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",231928480341,"2021-10-02T04:22:00.000+0000","2021100202","2021-10-02T02:22:00.000+0000","2021100201","2021100200","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-10-01T18:53:00","FM-15","7","0.0",null,"2021-10-02T01:53:00.000+0000","2021100201",34,64,49,26.48,30,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-01T17:56:00","FM-15","7","0.0",null,"2021-10-02T01:56:00.000+0000",22,80,53,27.74,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-02T06:22:00.000+0000","22.0","2021-10-02T01:30:00.000+0000","0.0","2021-10-02T03:32:00.000+0000"],[4,10,2,6,"2021-10-02 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14716,"SCK","CA",1540,1614,34,34,1,2,"1500-1559",1659,1719,20,20,1,1,"1600-1659",0,0,359,2,20,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",257698896429,"2021-10-02T22:40:00.000+0000","2021100220","2021-10-02T20:40:00.000+0000","2021100219","2021100218","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-02T11:56:00","FM-15","7","0.0",null,"2021-10-02T19:56:00.000+0000","2021100219",25,83,55,27.81,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-10-02T11:55:00","FM-15","7","0.0",null,"2021-10-02T19:55:00.000+0000",44,82,61,29.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-02T23:59:00.000+0000","18.0","2021-10-02T04:22:00.000+0000","20.0","2021-10-02T06:22:00.000+0000"],[4,10,2,6,"2021-10-02 00:00:00","G4",20368,"281NV",14716,"SCK","CA",12889,"LAS","NV",1740,1752,12,12,0,0,"1700-1759",1851,1902,11,11,0,0,"1800-1859",0,0,359,2,0,0,0,0,0,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",206159712932,"2021-10-03T00:40:00.000+0000","2021100222","2021-10-02T22:40:00.000+0000","2021100221","2021100220","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-10-02T13:55:00","FM-15","7","0.0",null,"2021-10-02T21:55:00.000+0000","2021100221",41,86,61,29.92,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-02T13:56:00","FM-15","7","0.0",null,"2021-10-02T21:56:00.000+0000",27,87,57,27.75,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-03T01:51:00.000+0000","34.0","2021-10-02T22:40:00.000+0000","0.0","2021-10-02T23:59:00.000+0000"],[4,10,3,7,"2021-10-03 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13256,"MFE","TX",1618,1629,11,11,0,0,"1600-1659",2116,2117,1,1,0,0,"2100-2159",0,0,1210,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",206158614902,"2021-10-03T23:18:00.000+0000","2021100321","2021-10-03T21:18:00.000+0000","2021100320","2021100319","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-03T12:56:00","FM-15","7","0.0",null,"2021-10-03T20:56:00.000+0000","2021100320",29,88,58,27.71,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-03T14:53:00","FM-15","7","0.0",null,"2021-10-03T20:53:00.000+0000",73,91,78,29.8,80,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-04T02:16:00.000+0000","12.0","2021-10-03T00:40:00.000+0000","11.0","2021-10-03T01:51:00.000+0000"],[4,10,3,7,"2021-10-03 00:00:00","G4",20368,"281NV",13256,"MFE","TX",12889,"LAS","NV",2206,2159,-7,0,0,-1,"2200-2259",2304,2302,-2,0,0,-1,"2300-2359",0,0,1210,5,0,0,0,0,0,2021,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago",206159543563,"2021-10-04T03:06:00.000+0000","2021100401","2021-10-04T01:06:00.000+0000","2021100400","2021100323","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-03T18:53:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-10-04T00:53:00.000+0000","2021100400",75,77,76,29.83,160,5,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-03T16:56:00","FM-15","7","0.0",null,"2021-10-04T00:56:00.000+0000",32,89,59,27.66,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-04T06:04:00.000+0000","11.0","2021-10-03T23:18:00.000+0000","0.0","2021-10-04T02:16:00.000+0000"],[4,10,4,1,"2021-10-04 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14730,"SDF","KY",610,600,-10,0,0,-1,"0600-0659",1248,1256,8,8,0,0,"1200-1259",0,0,1624,7,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",231929114849,"2021-10-04T13:10:00.000+0000","2021100411","2021-10-04T11:10:00.000+0000","2021100410","2021100409","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-04T02:56:00","FM-15","7","0.0",null,"2021-10-04T10:56:00.000+0000","2021100410",33,70,52,27.72,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","146.3","38.17738","-85.73077","2021-10-04T06:07:00","FM-16","7","0.0",null,"2021-10-04T11:07:00.000+0000",63,64,63,29.39,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-04T16:48:00.000+0000","0.0","2021-10-04T03:06:00.000+0000","0.0","2021-10-04T06:04:00.000+0000"],[4,10,4,1,"2021-10-04 00:00:00","G4",20368,"281NV",14730,"SDF","KY",12889,"LAS","NV",1333,1341,8,8,0,0,"1300-1359",1426,1424,-2,0,0,-1,"1400-1459",0,0,1624,7,0,0,0,0,0,2021,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",163210073516,"2021-10-04T17:33:00.000+0000","2021100415","2021-10-04T15:33:00.000+0000","2021100414","2021100413","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","146.3","38.17738","-85.73077","2021-10-04T09:56:00","FM-15","7","0.0","BR:1 ||","2021-10-04T14:56:00.000+0000","2021100414",65,67,66,29.44,190,7,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-04T06:56:00","FM-15","7","0.0",null,"2021-10-04T14:56:00.000+0000",34,71,52,27.76,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-04T21:26:00.000+0000","0.0","2021-10-04T13:10:00.000+0000","0.0","2021-10-04T16:48:00.000+0000"],[4,10,4,1,"2021-10-04 00:00:00","G4",20368,"281NV",12889,"LAS","NV",11823,"FWA","IN",1516,1518,2,2,0,0,"1500-1559",2150,2204,14,14,0,0,"2100-2159",0,0,1649,7,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",94489573914,"2021-10-04T22:16:00.000+0000","2021100420","2021-10-04T20:16:00.000+0000","2021100419","2021100418","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-04T11:56:00","FM-15","7","0.0",null,"2021-10-04T19:56:00.000+0000","2021100419",35,85,58,27.74,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFWA","FWA","Fort Wayne International Airport","Fort Wayne","Indiana","US",814,40.97850037,-85.19509888,"America/New_York","72533014827","FORT WAYNE INTERNATIONAL AIRPORT, IN US","243.0","40.97248","-85.20636","2021-10-04T14:54:00","FM-15","7","0.0",null,"2021-10-04T19:54:00.000+0000",61,75,66,29.04,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-05T01:50:00.000+0000","8.0","2021-10-04T17:33:00.000+0000","0.0","2021-10-04T21:26:00.000+0000"],[4,10,4,1,"2021-10-04 00:00:00","G4",20368,"281NV",11823,"FWA","IN",12889,"LAS","NV",2235,2237,2,2,0,0,"2200-2259",2323,2311,-12,0,0,-1,"2300-2359",0,0,1649,7,0,0,0,0,0,2021,"KFWA","FWA","Fort Wayne International Airport","Fort Wayne","Indiana","US",814,40.97850037,-85.19509888,"America/New_York",180389634165,"2021-10-05T02:35:00.000+0000","2021100500","2021-10-05T00:35:00.000+0000","2021100423","2021100422","72533014827","FORT WAYNE INTERNATIONAL AIRPORT, IN US","243.0","40.97248","-85.20636","2021-10-04T18:54:00","FM-15","7","0.0",null,"2021-10-04T23:54:00.000+0000","2021100423",66,67,66,29.1,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-04T15:56:00","FM-15","7","0.0",null,"2021-10-04T23:56:00.000+0000",34,88,59,27.66,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-05T06:23:00.000+0000","2.0","2021-10-04T22:16:00.000+0000","0.0","2021-10-05T01:50:00.000+0000"],[4,10,7,4,"2021-10-07 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10676,"BLV","IL",725,742,17,17,1,1,"0700-0759",1229,1253,24,24,1,1,"1200-1259",0,0,1400,6,17,0,7,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",137439286154,"2021-10-07T14:25:00.000+0000","2021100712","2021-10-07T12:25:00.000+0000","2021100711","2021100710","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-07T03:56:00","FM-15","7","0.0",null,"2021-10-07T11:56:00.000+0000","2021100711",46,67,55,27.66,210,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-10-07T05:56:00","FM-15","7","0.0",null,"2021-10-07T11:56:00.000+0000",59,61,60,29.55,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-07T17:29:00.000+0000","2.0","2021-10-05T02:35:00.000+0000","0.0","2021-10-05T06:23:00.000+0000"],[4,10,7,4,"2021-10-07 00:00:00","G4",20368,"281NV",10676,"BLV","IL",12889,"LAS","NV",1314,1335,21,21,1,1,"1300-1359",1453,1506,13,13,0,0,"1400-1459",0,0,1400,6,0,0,0,0,0,2021,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago",68720110514,"2021-10-07T18:14:00.000+0000","2021100716","2021-10-07T16:14:00.000+0000","2021100715","2021100714","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-10-07T09:56:00","FM-15","7","0.0",null,"2021-10-07T15:56:00.000+0000","2021100715",65,70,67,29.59,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-07T07:56:00","FM-15","7","0.0",null,"2021-10-07T15:56:00.000+0000",48,70,58,27.73,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-07T21:53:00.000+0000","17.0","2021-10-07T14:25:00.000+0000","0.0","2021-10-07T17:29:00.000+0000"],[4,10,7,4,"2021-10-07 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14512,"RFD","IL",1543,1556,13,13,0,0,"1500-1559",2055,2104,9,9,0,0,"2000-2059",0,0,1455,6,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",188979700852,"2021-10-07T22:43:00.000+0000","2021100720","2021-10-07T20:43:00.000+0000","2021100719","2021100718","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-07T11:56:00","FM-15","7","0.0",null,"2021-10-07T19:56:00.000+0000","2021100719",48,78,61,27.68,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-10-07T14:19:00","FM-16","7","0.0",null,"2021-10-07T20:19:00.000+0000",64,74,68,29.24,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-08T01:55:00.000+0000","21.0","2021-10-07T18:14:00.000+0000","0.0","2021-10-07T21:53:00.000+0000"],[4,10,7,4,"2021-10-07 00:00:00","G4",20368,"281NV",14512,"RFD","IL",12889,"LAS","NV",2145,2214,29,29,1,1,"2100-2159",2331,12,41,41,1,2,"2300-2359",0,0,1455,6,27,0,12,0,2,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",51540022900,"2021-10-08T02:45:00.000+0000","2021100800","2021-10-08T00:45:00.000+0000","2021100723","2021100722","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-10-07T18:32:00","FM-16","7","0.08","TS:7 +RA:02 BR:1 |RA TS |RA","2021-10-08T00:32:00.000+0000","2021100800",64,67,65,29.26,0,0,4,"TS:7 +RA:02 BR:1 ","RA TS ","RA",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-07T15:56:00","FM-15","7","0.0",null,"2021-10-07T23:56:00.000+0000",49,82,62,27.63,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-08T06:31:00.000+0000","13.0","2021-10-07T22:43:00.000+0000","0.0","2021-10-08T01:55:00.000+0000"],[4,10,8,5,"2021-10-08 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13232,"MDW","IL",715,706,-9,0,0,-1,"0700-0759",1239,1234,-5,0,0,-1,"1200-1259",0,0,1521,7,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",206158560270,"2021-10-08T14:15:00.000+0000","2021100812","2021-10-08T12:15:00.000+0000","2021100811","2021100810","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-08T03:56:00","FM-15","7","0.0","VCBL:5 DU:5 ||","2021-10-08T11:56:00.000+0000","2021100811",43,75,57,27.65,200,28,9,"VCBL:5 DU:5 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-10-08T06:09:00","FM-16","7","0.0","BR:1 ||","2021-10-08T12:09:00.000+0000",60,63,61,29.37,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-08T17:39:00.000+0000","29.0","2021-10-08T02:45:00.000+0000","41.0","2021-10-08T06:31:00.000+0000"],[4,10,8,5,"2021-10-08 00:00:00","G4",20368,"281NV",12889,"LAS","NV",15370,"TUL","OK",1725,1824,59,59,1,3,"1700-1759",2154,2238,44,44,1,2,"2100-2159",0,0,1076,5,22,0,0,0,22,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",68720509977,"2021-10-09T00:25:00.000+0000","2021100822","2021-10-08T22:25:00.000+0000","2021100821","2021100820","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-08T13:56:00","FM-15","7","0.0",null,"2021-10-08T21:56:00.000+0000","2021100821",47,73,58,27.62,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-10-08T15:53:00","FM-15","7","0.0",null,"2021-10-08T21:53:00.000+0000",59,92,71,29.11,190,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-09T02:54:00.000+0000","0.0","2021-10-08T14:15:00.000+0000","0.0","2021-10-08T17:39:00.000+0000"],[4,10,8,5,"2021-10-08 00:00:00","G4",20368,"281NV",15370,"TUL","OK",12889,"LAS","NV",2244,2328,44,44,1,2,"2200-2259",2337,30,53,53,1,3,"2300-2359",0,0,1076,5,0,0,9,0,44,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",85899427009,"2021-10-09T03:44:00.000+0000","2021100901","2021-10-09T01:44:00.000+0000","2021100900","2021100823","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-10-08T18:53:00","FM-15","7","0.0",null,"2021-10-09T00:53:00.000+0000","2021100900",61,85,70,29.13,180,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-08T16:56:00","FM-15","7","0.0",null,"2021-10-09T00:56:00.000+0000",37,72,54,27.6,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-09T06:37:00.000+0000","59.0","2021-10-09T00:25:00.000+0000","0.0","2021-10-09T02:54:00.000+0000"],[4,10,9,6,"2021-10-09 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13433,"MOT","ND",905,1000,55,55,1,3,"0900-0959",1349,1424,35,35,1,2,"1300-1359",0,0,1098,5,35,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",146029046920,"2021-10-09T16:05:00.000+0000","2021100914","2021-10-09T14:05:00.000+0000","2021100913","2021100912","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-09T05:56:00","FM-15","7","0.0",null,"2021-10-09T13:56:00.000+0000","2021100913",39,57,48,27.7,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-10-09T07:54:00","FM-15","7","0.0",null,"2021-10-09T13:54:00.000+0000",42,49,46,28.04,20,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-09T18:49:00.000+0000","44.0","2021-10-09T03:44:00.000+0000","53.0","2021-10-09T06:37:00.000+0000"],[4,10,9,6,"2021-10-09 00:00:00","G4",20368,"281NV",13433,"MOT","ND",12889,"LAS","NV",1434,1501,27,27,1,1,"1400-1459",1518,1548,30,30,1,2,"1500-1559",0,0,1098,5,0,0,3,0,27,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",188979844507,"2021-10-09T19:34:00.000+0000","2021100917","2021-10-09T17:34:00.000+0000","2021100916","2021100915","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-10-09T10:54:00","FM-15","7","0.18","RA:02 BR:1 |RA |RA","2021-10-09T16:54:00.000+0000","2021100916",45,47,46,28.02,10,8,3,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-09T08:56:00","FM-15","7","0.0",null,"2021-10-09T16:56:00.000+0000",39,67,52,27.75,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-09T22:18:00.000+0000","55.0","2021-10-09T16:05:00.000+0000","0.0","2021-10-09T18:49:00.000+0000"],[4,10,10,7,"2021-10-10 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13367,"MLI","IL",720,710,-10,0,0,-1,"0700-0759",1222,1201,-21,0,0,-2,"1200-1259",0,0,1376,6,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",257698896430,"2021-10-10T14:20:00.000+0000","2021101012","2021-10-10T12:20:00.000+0000","2021101011","2021101010","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-10T03:56:00","FM-15","7","0.0",null,"2021-10-10T11:56:00.000+0000","2021101011",29,64,48,27.77,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-10-10T05:52:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-10-10T11:52:00.000+0000",63,70,66,29.03,190,8,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-10T17:22:00.000+0000","27.0","2021-10-09T19:34:00.000+0000","30.0","2021-10-09T22:18:00.000+0000"],[4,10,10,7,"2021-10-10 00:00:00","G4",20368,"281NV",13367,"MLI","IL",12889,"LAS","NV",1312,1301,-11,0,0,-1,"1300-1359",1443,1421,-22,0,0,-2,"1400-1459",0,0,1376,6,0,0,0,0,0,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",120260176320,"2021-10-10T18:12:00.000+0000","2021101016","2021-10-10T16:12:00.000+0000","2021101015","2021101014","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-10-10T09:52:00","FM-15","7","0.06","-RA:02 |RA |RA","2021-10-10T15:52:00.000+0000","2021101015",64,68,65,29.06,160,18,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-10T07:56:00","FM-15","7","0.0",null,"2021-10-10T15:56:00.000+0000",30,68,50,27.81,350,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-10T21:43:00.000+0000","0.0","2021-10-10T14:20:00.000+0000","0.0","2021-10-10T17:22:00.000+0000"],[4,10,10,7,"2021-10-10 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14512,"RFD","IL",1543,1537,-6,0,0,-1,"1500-1559",2055,2055,0,0,0,0,"2000-2059",0,0,1455,6,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",85900659044,"2021-10-10T22:43:00.000+0000","2021101020","2021-10-10T20:43:00.000+0000","2021101019","2021101018","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-10T11:56:00","FM-15","7","0.0",null,"2021-10-10T19:56:00.000+0000","2021101019",29,73,52,27.76,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-10-10T14:01:00","FM-16","7","0.01","-RA:02 BR:1 |RA |RA","2021-10-10T20:01:00.000+0000",66,68,67,28.97,160,7,6,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-11T01:55:00.000+0000","0.0","2021-10-10T18:12:00.000+0000","0.0","2021-10-10T21:43:00.000+0000"],[4,10,10,7,"2021-10-10 00:00:00","G4",20368,"281NV",14512,"RFD","IL",12889,"LAS","NV",2145,2144,-1,0,0,-1,"2100-2159",2331,2315,-16,0,0,-2,"2300-2359",0,0,1455,6,0,0,0,0,0,2021,"KRFD","RFD","Chicago Rockford International Airport","Chicago/Rockford","Illinois","US",742,42.195400238,-89.0971984863,"America/Chicago",163209896773,"2021-10-11T02:45:00.000+0000","2021101100","2021-10-11T00:45:00.000+0000","2021101023","2021101022","72543094822","ROCKFORD GREATER ROCKFORD AIRPORT, IL US","221.0","42.19325","-89.093348","2021-10-10T17:54:00","FM-15","7","0.0",null,"2021-10-10T23:54:00.000+0000","2021101023",67,71,68,28.92,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-10T15:56:00","FM-15","7","0.0",null,"2021-10-10T23:56:00.000+0000",28,75,52,27.65,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-11T06:31:00.000+0000","0.0","2021-10-10T22:43:00.000+0000","0.0","2021-10-11T01:55:00.000+0000"],[4,10,11,1,"2021-10-11 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13244,"MEM","TN",650,648,-2,0,0,-1,"0600-0659",1205,1155,-10,0,0,-1,"1200-1259",0,0,1416,6,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",188979775953,"2021-10-11T13:50:00.000+0000","2021101111","2021-10-11T11:50:00.000+0000","2021101110","2021101109","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-11T02:56:00","FM-15","7","0.0",null,"2021-10-11T10:56:00.000+0000","2021101110",31,58,45,27.47,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","76.6","35.05639","-89.9864","2021-10-11T05:10:00","FM-16","7","0.0",null,"2021-10-11T11:10:00.000+0000",67,72,69,29.47,190,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-11T17:05:00.000+0000","0.0","2021-10-11T02:45:00.000+0000","0.0","2021-10-11T06:31:00.000+0000"],[4,10,11,1,"2021-10-11 00:00:00","G4",20368,"281NV",13244,"MEM","TN",12889,"LAS","NV",1250,1243,-7,0,0,-1,"1200-1259",1429,1426,-3,0,0,-1,"1400-1459",0,0,1416,6,0,0,0,0,0,2021,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago",188979697900,"2021-10-11T17:50:00.000+0000","2021101115","2021-10-11T15:50:00.000+0000","2021101114","2021101113","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","76.6","35.05639","-89.9864","2021-10-11T08:54:00","FM-15","7","0.0",null,"2021-10-11T14:54:00.000+0000","2021101114",66,79,70,29.42,180,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-11T06:56:00","FM-15","7","0.0",null,"2021-10-11T14:56:00.000+0000",22,66,46,27.37,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-11T21:29:00.000+0000","0.0","2021-10-11T13:50:00.000+0000","0.0","2021-10-11T17:05:00.000+0000"],[4,10,11,1,"2021-10-11 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13433,"MOT","ND",1519,1526,7,7,0,0,"1500-1559",2003,2009,6,6,0,0,"2000-2059",0,0,1098,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",94489573911,"2021-10-11T22:19:00.000+0000","2021101120","2021-10-11T20:19:00.000+0000","2021101119","2021101118","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-11T11:56:00","FM-15","7","0.0",null,"2021-10-11T19:56:00.000+0000","2021101119",23,76,51,27.19,230,25,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-10-11T13:54:00","FM-15","7","0.0",null,"2021-10-11T19:54:00.000+0000",31,57,45,28.06,300,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-12T01:03:00.000+0000","0.0","2021-10-11T17:50:00.000+0000","0.0","2021-10-11T21:29:00.000+0000"],[4,10,11,1,"2021-10-11 00:00:00","G4",20368,"281NV",13433,"MOT","ND",12889,"LAS","NV",2048,2116,28,28,1,1,"2000-2059",2132,2212,40,40,1,2,"2100-2159",0,0,1098,5,0,0,40,0,0,2021,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago",180389235261,"2021-10-12T01:48:00.000+0000","2021101123","2021-10-11T23:48:00.000+0000","2021101122","2021101121","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","505.2","48.25203","-101.26891","2021-10-11T16:54:00","FM-15","7","0.0",null,"2021-10-11T22:54:00.000+0000","2021101122",25,56,43,28.1,310,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-11T14:56:00","FM-15","7","0.0","BL:5 DU:5 ||","2021-10-11T22:56:00.000+0000",22,71,49,27.14,230,28,4,"BL:5 DU:5 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-12T04:32:00.000+0000","7.0","2021-10-11T22:19:00.000+0000","0.0","2021-10-12T01:03:00.000+0000"],[4,10,13,3,"2021-10-13 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14716,"SCK","CA",910,904,-6,0,0,-1,"0900-0959",1028,1016,-12,0,0,-1,"1000-1059",0,0,359,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",120259705178,"2021-10-13T16:10:00.000+0000","2021101314","2021-10-13T14:10:00.000+0000","2021101313","2021101312","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-13T05:56:00","FM-15","7","0.0",null,"2021-10-13T13:56:00.000+0000","2021101313",28,49,40,27.71,280,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-10-13T05:55:00","FM-15","7","0.0",null,"2021-10-13T13:55:00.000+0000",28,41,36,29.98,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-13T17:28:00.000+0000","28.0","2021-10-12T01:48:00.000+0000","40.0","2021-10-12T04:32:00.000+0000"],[4,10,13,3,"2021-10-13 00:00:00","G4",20368,"281NV",14716,"SCK","CA",12889,"LAS","NV",1113,1108,-5,0,0,-1,"1100-1159",1224,1217,-7,0,0,-1,"1200-1259",0,0,359,2,0,0,0,0,0,2021,"KSCK","SCK","x","x","x","x",0,0,0,"America/Los_Angeles",42950262231,"2021-10-13T18:13:00.000+0000","2021101316","2021-10-13T16:13:00.000+0000","2021101315","2021101314","72492023237","STOCKTON AIRPORT, CA US","8.3","37.88997","-121.22637","2021-10-13T07:55:00","FM-15","7","0.0",null,"2021-10-13T15:55:00.000+0000","2021101315",30,48,40,30,140,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-13T07:56:00","FM-15","7","0.0",null,"2021-10-13T15:56:00.000+0000",27,54,42,27.74,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-13T19:24:00.000+0000","0.0","2021-10-13T16:10:00.000+0000","0.0","2021-10-13T17:28:00.000+0000"],[4,10,13,3,"2021-10-13 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13256,"MFE","TX",1311,1309,-2,0,0,-1,"1300-1359",1805,1824,19,19,1,1,"1800-1859",0,0,1210,5,0,0,19,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",180389770900,"2021-10-13T20:11:00.000+0000","2021101318","2021-10-13T18:11:00.000+0000","2021101317","2021101316","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-13T09:56:00","FM-15","7","0.0",null,"2021-10-13T17:56:00.000+0000","2021101317",25,60,44,27.72,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-13T11:53:00","FM-15","7","0.0","|RA |RA","2021-10-13T17:53:00.000+0000",null,null,null,29.64,160,23,8,"","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-13T23:05:00.000+0000","0.0","2021-10-13T18:13:00.000+0000","0.0","2021-10-13T19:24:00.000+0000"],[4,10,13,3,"2021-10-13 00:00:00","G4",20368,"281NV",13256,"MFE","TX",12889,"LAS","NV",1855,1904,9,9,0,0,"1800-1859",2002,2006,4,4,0,0,"2000-2059",0,0,1210,5,0,0,0,0,0,2021,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago",103080169609,"2021-10-13T23:55:00.000+0000","2021101321","2021-10-13T21:55:00.000+0000","2021101320","2021101319","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-13T15:53:00","FM-15","7","0.0",null,"2021-10-13T21:53:00.000+0000","2021101321",75,90,79,29.58,150,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-13T12:56:00","FM-15","7","0.0",null,"2021-10-13T20:56:00.000+0000",24,64,46,27.66,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-14T03:02:00.000+0000","0.0","2021-10-13T20:11:00.000+0000","0.0","2021-10-13T23:05:00.000+0000"],[4,10,14,4,"2021-10-14 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13256,"MFE","TX",605,555,-10,0,0,-1,"0600-0659",1059,1053,-6,0,0,-1,"1000-1059",0,0,1210,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",94489901368,"2021-10-14T13:05:00.000+0000","2021101411","2021-10-14T11:05:00.000+0000","2021101410","2021101409","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-14T02:56:00","FM-15","7","0.0",null,"2021-10-14T10:56:00.000+0000","2021101410",24,51,40,27.68,210,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-14T04:57:00","FM-16","7","0.0",null,"2021-10-14T10:57:00.000+0000",78,81,79,29.64,130,11,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-14T15:59:00.000+0000","9.0","2021-10-13T23:55:00.000+0000","4.0","2021-10-14T03:02:00.000+0000"],[4,10,14,4,"2021-10-14 00:00:00","G4",20368,"281NV",13256,"MFE","TX",12889,"LAS","NV",1149,1139,-10,0,0,-1,"1100-1159",1256,1318,22,22,1,1,"1200-1259",0,0,1210,5,0,0,22,0,0,2021,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago",171799102112,"2021-10-14T16:49:00.000+0000","2021101414","2021-10-14T14:49:00.000+0000","2021101413","2021101412","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-14T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-10-14T13:53:00.000+0000","2021101413",78,83,79,29.7,160,10,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-14T05:56:00","FM-15","7","0.0",null,"2021-10-14T13:56:00.000+0000",26,51,40,27.74,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-14T19:56:00.000+0000","0.0","2021-10-14T13:05:00.000+0000","0.0","2021-10-14T15:59:00.000+0000"],[4,10,14,4,"2021-10-14 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10423,"AUS","TX",1356,1402,6,6,0,0,"1300-1359",1834,1834,0,0,0,0,"1800-1859",0,0,1090,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",257699249014,"2021-10-14T20:56:00.000+0000","2021101418","2021-10-14T18:56:00.000+0000","2021101417","2021101416","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-14T10:56:00","FM-15","7","0.0",null,"2021-10-14T18:56:00.000+0000","2021101418",23,68,48,27.82,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-10-14T12:53:00","FM-15","7","0.0",null,"2021-10-14T18:53:00.000+0000",71,75,72,29.32,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-14T23:34:00.000+0000","0.0","2021-10-14T16:49:00.000+0000","0.0","2021-10-14T19:56:00.000+0000"],[4,10,14,4,"2021-10-14 00:00:00","G4",20368,"281NV",10423,"AUS","TX",10849,"BZN","MT",1919,1914,-5,0,0,-1,"1900-1959",2136,2124,-12,0,0,-1,"2100-2159",0,0,1299,6,0,0,0,0,0,2021,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",223338933069,"2021-10-15T00:19:00.000+0000","2021101422","2021-10-14T22:19:00.000+0000","2021101421","2021101420","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-10-14T15:53:00","FM-15","7","0.0",null,"2021-10-14T21:53:00.000+0000","2021101421",71,79,74,29.28,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-10-14T14:56:00","FM-15","7","0.0",null,"2021-10-14T21:56:00.000+0000",21,42,34,25.53,270,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-15T03:36:00.000+0000","6.0","2021-10-14T20:56:00.000+0000","0.0","2021-10-14T23:34:00.000+0000"],[4,10,14,4,"2021-10-14 00:00:00","G4",20368,"281NV",10849,"BZN","MT",12889,"LAS","NV",2221,2214,-7,0,0,-1,"2200-2259",2315,2300,-15,0,0,-1,"2300-2359",0,0,701,3,0,0,0,0,0,2021,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",77309682165,"2021-10-15T04:21:00.000+0000","2021101502","2021-10-15T02:21:00.000+0000","2021101501","2021101500","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-10-14T18:56:00","FM-15","7","0.0",null,"2021-10-15T01:56:00.000+0000","2021101501",24,39,33,25.61,270,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-14T17:56:00","FM-15","7","0.0",null,"2021-10-15T01:56:00.000+0000",25,68,48,27.81,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-15T06:15:00.000+0000","0.0","2021-10-15T00:19:00.000+0000","0.0","2021-10-15T03:36:00.000+0000"],[4,10,17,7,"2021-10-17 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14679,"SAN","CA",1836,1920,44,44,1,2,"1800-1859",1946,2020,34,34,1,2,"1900-1959",0,0,258,2,34,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",206159273461,"2021-10-18T01:36:00.000+0000","2021101723","2021-10-17T23:36:00.000+0000","2021101722","2021101721","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-17T14:56:00","FM-15","7","0.0",null,"2021-10-17T22:56:00.000+0000","2021101722",24,81,53,27.56,80,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-10-17T14:51:00","FM-15","7","0.0",null,"2021-10-17T22:51:00.000+0000",56,71,62,29.96,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-18T02:46:00.000+0000","0.0","2021-10-15T04:21:00.000+0000","0.0","2021-10-15T06:15:00.000+0000"],[4,10,17,7,"2021-10-17 00:00:00","G4",20368,"281NV",14679,"SAN","CA",12889,"LAS","NV",2031,2109,38,38,1,2,"2000-2059",2141,2220,39,39,1,2,"2100-2159",0,0,258,2,4,0,1,0,34,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",25769826209,"2021-10-18T03:31:00.000+0000","2021101801","2021-10-18T01:31:00.000+0000","2021101800","2021101723","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-10-17T16:51:00","FM-15","7","0.0",null,"2021-10-18T00:51:00.000+0000","2021101800",57,67,61,29.95,290,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-17T16:56:00","FM-15","7","0.0",null,"2021-10-18T00:56:00.000+0000",15,79,51,27.52,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-18T04:41:00.000+0000","0.0","2021-10-18T01:36:00.000+0000","0.0","2021-10-18T02:46:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",12889,"LAS","NV",12278,"ICT","KS",625,620,-5,0,0,-1,"0600-0659",1048,1100,12,12,0,0,"1000-1059",0,0,986,4,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",206158560276,"2021-10-21T13:25:00.000+0000","2021102111","2021-10-21T11:25:00.000+0000","2021102110","2021102109","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T02:56:00","FM-15","7","0.0",null,"2021-10-21T10:56:00.000+0000","2021102110",28,56,44,27.86,210,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-10-21T04:53:00","FM-15","7","0.0",null,"2021-10-21T10:53:00.000+0000",36,41,39,28.77,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-21T15:48:00.000+0000","38.0","2021-10-18T03:31:00.000+0000","39.0","2021-10-18T04:41:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",12278,"ICT","KS",12889,"LAS","NV",1138,1141,3,3,0,0,"1100-1159",1217,1215,-2,0,0,-1,"1200-1259",0,0,986,4,0,0,0,0,0,2021,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago",94489466008,"2021-10-21T16:38:00.000+0000","2021102114","2021-10-21T14:38:00.000+0000","2021102113","2021102112","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-10-21T07:53:00","FM-15","7","0.0",null,"2021-10-21T13:53:00.000+0000","2021102113",36,45,41,28.81,350,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T05:56:00","FM-15","7","0.0",null,"2021-10-21T13:56:00.000+0000",29,55,43,27.89,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-21T19:17:00.000+0000","0.0","2021-10-21T13:25:00.000+0000","0.0","2021-10-21T15:48:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14570,"RNO","NV",1302,1253,-9,0,0,-1,"1300-1359",1423,1420,-3,0,0,-1,"1400-1459",0,0,345,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",128849098121,"2021-10-21T20:02:00.000+0000","2021102118","2021-10-21T18:02:00.000+0000","2021102117","2021102116","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T09:56:00","FM-15","7","0.0",null,"2021-10-21T17:56:00.000+0000","2021102117",30,71,51,27.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-10-21T09:55:00","FM-15","7","0.0",null,"2021-10-21T17:55:00.000+0000",47,64,54,25.68,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-21T21:23:00.000+0000","3.0","2021-10-21T16:38:00.000+0000","0.0","2021-10-21T19:17:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",14570,"RNO","NV",12889,"LAS","NV",1513,1504,-9,0,0,-1,"1500-1559",1623,1625,2,2,0,0,"1600-1659",0,0,345,2,0,0,0,0,0,2021,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",171799297937,"2021-10-21T22:13:00.000+0000","2021102120","2021-10-21T20:13:00.000+0000","2021102119","2021102118","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-10-21T11:55:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-10-21T19:55:00.000+0000","2021102119",50,63,56,25.68,230,11,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T11:56:00","FM-15","7","0.0",null,"2021-10-21T19:56:00.000+0000",30,74,52,27.88,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-21T23:23:00.000+0000","0.0","2021-10-21T20:02:00.000+0000","0.0","2021-10-21T21:23:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",12889,"LAS","NV",11884,"GEG","WA",1713,1702,-11,0,0,-1,"1700-1759",1921,1917,-4,0,0,-1,"1900-1959",0,0,806,4,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",163209722028,"2021-10-22T00:13:00.000+0000","2021102122","2021-10-21T22:13:00.000+0000","2021102121","2021102120","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T13:56:00","FM-15","7","0.0",null,"2021-10-21T21:56:00.000+0000","2021102121",30,76,53,27.83,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-10-21T13:53:00","FM-15","7","0.0",null,"2021-10-21T21:53:00.000+0000",43,61,52,27.51,70,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-22T02:21:00.000+0000","0.0","2021-10-21T22:13:00.000+0000","0.0","2021-10-21T23:23:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",11884,"GEG","WA",12889,"LAS","NV",2011,2014,3,3,0,0,"2000-2059",2217,2233,16,16,1,1,"2200-2259",0,0,806,4,3,0,13,0,0,2021,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles",51540280079,"2021-10-22T03:11:00.000+0000","2021102201","2021-10-22T01:11:00.000+0000","2021102200","2021102123","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-10-21T16:53:00","FM-15","7","0.0",null,"2021-10-22T00:53:00.000+0000","2021102200",43,58,50,27.49,70,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T16:56:00","FM-15","7","0.0",null,"2021-10-22T00:56:00.000+0000",30,76,53,27.81,100,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-22T05:17:00.000+0000","0.0","2021-10-22T00:13:00.000+0000","0.0","2021-10-22T02:21:00.000+0000"],[4,10,21,4,"2021-10-21 00:00:00","G4",20368,"281NV",12889,"LAS","NV",10408,"ATW","WI",2344,2339,-5,0,0,-1,"2300-2359",510,504,-6,0,0,-1,"0001-0559",0,0,1510,7,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",249108554358,"2021-10-22T06:44:00.000+0000","2021102204","2021-10-22T04:44:00.000+0000","2021102203","2021102202","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-21T19:56:00","FM-15","7","0.0",null,"2021-10-22T03:56:00.000+0000","2021102203",32,69,51,27.8,220,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-10-21T22:35:00","FM-15","7","0.0",null,"2021-10-22T04:35:00.000+0000",32,36,34,29.08,10,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-22T10:10:00.000+0000","3.0","2021-10-22T03:11:00.000+0000","0.0","2021-10-22T05:17:00.000+0000"],[4,10,22,5,"2021-10-22 00:00:00","G4",20368,"281NV",10408,"ATW","WI",12889,"LAS","NV",600,620,20,20,1,1,"0600-0659",755,753,-2,0,0,-1,"0700-0759",0,0,1510,7,0,0,0,0,0,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",111669348168,"2021-10-22T11:00:00.000+0000","2021102209","2021-10-22T09:00:00.000+0000","2021102208","2021102207","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-10-22T02:55:00","FM-15","7","0.0",null,"2021-10-22T08:55:00.000+0000","2021102208",30,32,31,29.07,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-22T00:56:00","FM-15","7","0.0",null,"2021-10-22T08:56:00.000+0000",29,60,46,27.76,210,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-22T14:55:00.000+0000","0.0","2021-10-22T06:44:00.000+0000","0.0","2021-10-22T10:10:00.000+0000"],[4,10,24,7,"2021-10-24 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13256,"MFE","TX",605,650,45,45,1,3,"0600-0659",1059,1138,39,39,1,2,"1000-1059",0,0,1210,5,0,0,0,39,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",249109301047,"2021-10-24T13:05:00.000+0000","2021102411","2021-10-24T11:05:00.000+0000","2021102410","2021102409","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-24T02:56:00","FM-15","7","0.0",null,"2021-10-24T10:56:00.000+0000","2021102410",36,64,50,27.51,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-24T04:53:00","FM-15","7","0.0","BR:1 ||","2021-10-24T10:53:00.000+0000",72,72,72,29.67,140,7,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-24T15:59:00.000+0000","20.0","2021-10-22T11:00:00.000+0000","0.0","2021-10-22T14:55:00.000+0000"],[4,10,24,7,"2021-10-24 00:00:00","G4",20368,"281NV",13256,"MFE","TX",12889,"LAS","NV",1149,1234,45,45,1,3,"1100-1159",1256,1337,41,41,1,2,"1200-1259",0,0,1210,5,6,0,0,0,35,2021,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago",146030175515,"2021-10-24T16:49:00.000+0000","2021102414","2021-10-24T14:49:00.000+0000","2021102413","2021102412","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-10-24T08:01:00","FM-16","7","0.0",null,"2021-10-24T14:01:00.000+0000","2021102414",74,74,74,29.7,130,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-24T05:56:00","FM-15","7","0.0",null,"2021-10-24T13:56:00.000+0000",36,63,50,27.51,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-24T19:56:00.000+0000","45.0","2021-10-24T13:05:00.000+0000","0.0","2021-10-24T15:59:00.000+0000"],[4,10,25,1,"2021-10-25 00:00:00","G4",20368,"281NV",12889,"LAS","NV",14108,"PIA","IL",620,612,-8,0,0,-1,"0600-0659",1124,1146,22,22,1,1,"1100-1159",0,0,1413,6,0,0,22,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",231928818555,"2021-10-25T13:20:00.000+0000","2021102511","2021-10-25T11:20:00.000+0000","2021102510","2021102509","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-25T02:56:00","FM-15","7","0.0",null,"2021-10-25T10:56:00.000+0000","2021102510",37,65,51,27.51,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-10-25T04:54:00","FM-15","7","0.01","-RA:02 BR:1 |RA |RA","2021-10-25T10:54:00.000+0000",47,50,48,28.92,360,10,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-25T16:24:00.000+0000","45.0","2021-10-24T16:49:00.000+0000","41.0","2021-10-24T19:56:00.000+0000"],[4,10,25,1,"2021-10-25 00:00:00","G4",20368,"281NV",14108,"PIA","IL",12889,"LAS","NV",1209,1228,19,19,1,1,"1200-1259",1344,1405,21,21,1,1,"1300-1359",0,0,1413,6,0,0,2,0,19,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",17180961474,"2021-10-25T17:09:00.000+0000","2021102515","2021-10-25T15:09:00.000+0000","2021102514","2021102513","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-10-25T08:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |RA","2021-10-25T14:55:00.000+0000","2021102514",45,49,47,29.13,360,11,6,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-25T06:56:00","FM-15","7","0.0",null,"2021-10-25T14:56:00.000+0000",40,66,52,27.51,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-25T20:44:00.000+0000","0.0","2021-10-25T13:20:00.000+0000","0.0","2021-10-25T16:24:00.000+0000"],[4,10,25,1,"2021-10-25 00:00:00","G4",20368,"281NV",12889,"LAS","NV",12280,"IDA","ID",1434,1500,26,26,1,1,"1400-1459",1715,1741,26,26,1,1,"1700-1759",0,0,538,3,5,0,0,0,21,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",214748819940,"2021-10-25T21:34:00.000+0000","2021102519","2021-10-25T19:34:00.000+0000","2021102518","2021102517","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-25T10:56:00","FM-15","7","0.0",null,"2021-10-25T18:56:00.000+0000","2021102518",41,76,57,27.43,180,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-10-25T12:34:00","FM-16","7","0.02","-RA:02 |RA |RA","2021-10-25T19:34:00.000+0000",43,47,45,24.89,200,13,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-25T23:15:00.000+0000","19.0","2021-10-25T17:09:00.000+0000","0.0","2021-10-25T20:44:00.000+0000"],[4,10,28,4,"2021-10-28 00:00:00","G4",20368,"281NV",12889,"LAS","NV",13367,"MLI","IL",720,718,-2,0,0,-1,"0700-0759",1222,1225,3,3,0,0,"1200-1259",0,0,1376,6,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",137440153749,"2021-10-28T14:20:00.000+0000","2021102812","2021-10-28T12:20:00.000+0000","2021102811","2021102810","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-10-28T03:56:00","FM-15","7","0.0",null,"2021-10-28T11:56:00.000+0000","2021102811",37,57,47,27.93,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-10-28T05:52:00","FM-15","7","0.0",null,"2021-10-28T11:52:00.000+0000",44,47,46,28.97,80,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-10-28T17:22:00.000+0000","26.0","2021-10-25T21:34:00.000+0000","26.0","2021-10-25T23:15:00.000+0000"],[4,10,28,4,"2021-10-28 00:00:00","G4",20368,"281NV",13367,"MLI","IL",12889,"LAS","NV",1312,1317,5,5,0,0,"1300-1359",1443,1425,-18,0,0,-2,"1400-1459",0,0,1376,6,0,0,0,0,0,2021,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago",197568762353,"2021-10-28T18:12:00.000+0000","2021102816","2021-10-28T16:12:00.000+0000","2021102815","2021102814","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","175.5","41.44816","-90.52365","2021-10-28T09:52:00","FM-15","7","0.08","RA:02 BR:1 |RA |RA","2021-10-28T15:52:00.000+0000","2021102815",46,48,47,28.93,50,8,4,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry 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,"notebookName":"w261_EDA_Airlines_DL ALLFLIGHTS_EDA","notebookOrigID":1020093804833107,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_3_feature_engineering/w261_delay_state_v3.ipynb b/phase_3_feature_engineering/w261_delay_state_v3.ipynb new file mode 100644 index 0000000..714e79d --- /dev/null +++ b/phase_3_feature_engineering/w261_delay_state_v3.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7c2edc36-8cc7-4d64-8083-c8be0544c3b7","showTitle":false,"title":""}},"source":["# EDA Graph Features"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1fc6c277-c78a-4a0c-8c06-e6407bad2843","showTitle":false,"title":""}},"outputs":[],"source":["#imports\n","import matplotlib.pyplot as plt\n","import time\n","import numpy as np \n","import pandas as pd\n","import time\n","import numpy as np \n","import pandas as pd\n","import seaborn as sns\n","from pytz import timezone \n","from datetime import datetime, timedelta\n","from pyspark.sql.functions import col, when, concat, lit\n","\n","from pyspark.ml.evaluation import ClusteringEvaluator\n","from pyspark.ml.clustering import KMeans\n","from pyspark.ml.feature import VectorAssembler, PCA\n","from pyspark.ml import Pipeline"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9a963d14-0192-4283-aadf-4c1474eb9736","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import col, max\n","\n","blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\""]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9d226f0d-cb0d-407b-8cdf-ce19e43d39c4","showTitle":false,"title":""}},"outputs":[],"source":["spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9dec0ceb-20e0-4427-bf5c-bb4e7673a8b2","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_6m/parquet_weather_data_6m/01656631047000
dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/stations_data/01656713663000
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data/","parquet_airlines_data/",0,1656618287000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_1y/","parquet_airlines_data_1y/",0,1656630272000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_3m/","parquet_airlines_data_3m/",0,1656630114000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_6m/","parquet_airlines_data_6m/",0,1656630205000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data/","parquet_weather_data/",0,1656622074000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_1y/","parquet_weather_data_1y/",0,1656631614000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_3m/","parquet_weather_data_3m/",0,1656630651000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_6m/","parquet_weather_data_6m/",0,1656631047000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/","stations_data/",0,1656713663000]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"path","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"size","type":"\"long\""},{"metadata":"{}","name":"modificationTime","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["# Inspect the Mount's Final Project folder \n","# Please IGNORE dbutils.fs.cp(\"/mnt/mids-w261/datasets_final_project/stations_data/\", \"/mnt/mids-w261/datasets_final_project_2022/stations_data/\", recurse=True)\n","data_BASE_DIR = \"dbfs:/mnt/mids-w261/datasets_final_project_2022/\"\n","display(dbutils.fs.ls(f\"{data_BASE_DIR}\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a58bb6fc-563d-4d88-9643-abe1b308e7b3","showTitle":false,"title":""}},"outputs":[],"source":["df_airportcodes = spark.table(\"hive_metastore.default.airports_t_20\")\n","df_runways = spark.table(\"hive_metastore.default.runways_t_20\")"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ec0d9e36-ba18-458e-99e7-ca489b2527f8","showTitle":false,"title":""}},"source":["## Load Flight data"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"eb5d8e10-9da7-4c3c-9ba6-ba0e73146b67","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[7]: 41451869"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[7]: 41451869","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["#df_airlines = spark.read.parquet(f\"{data_BASE_DIR}parquet_airlines_data_1y/\")\n","df_airlines = spark.read.parquet(f\"{blob_url}/df_airlines_silver\")\n","df_airlines.cache().count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"50488aed-46ce-44ab-8376-648a81908351","showTitle":true,"title":""}},"outputs":[{"data":{"text/html":["
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251642019-05-16UA19977N7485611292DENCO13930ORDIL18501849-1.00.00.0-11800-1859220722158.08.00.002200-22590.00.0888.040.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-17T00:50:00.000+00001-8
4101952018-10-19DL19790N3741S10721BOSMA12892LAXCA155015500.00.00.001500-15591920194525.025.01.011900-19590.00.02611.0110.00.025.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-19T19:50:00.000+00000-25
25462019-05-04UA19977N6288911292DENCO14107PHXAZ15401535-5.00.00.0-11500-155916341623-11.00.00.0-11600-16590.00.0602.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-04T21:40:00.000+0000511
4121672018-12-16UA19977N809UA10693BNATN12264IADVA18471837-10.00.00.0-11800-185921182112-6.00.00.0-12100-21590.00.0542.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-17T00:47:00.000+0000106
262262019-06-22HA19690N488HA12982LIHHI12173HNLHI714710-4.00.00.0-10700-07597507511.01.00.000700-07590.00.0102.010.00.00.00.00.02019PHLImedium_airportLihue Airport153NAUSUS-HILihuePHLILIHLIH-159.33900451660156, 21.97599983215332Pacific/Honolulu2019-06-22T17:14:00.000+00004-1
4121672018-12-16UA19977N1324814679SANCA13930ORDIL10591050-9.00.00.0-11000-105916581638-20.00.00.0-21600-16590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-16T18:59:00.000+0000920
26422019-06-04HA19690N489HA12402ITOHI12173HNLHI730727-3.00.00.0-10700-07598238307.07.00.000800-08590.00.0216.010.00.00.00.00.02019PHTOmedium_airportHilo International Airport38NAUSUS-HIHiloPHTOITOITO-155.04800415039062, 19.721399307250977Pacific/Honolulu2019-06-04T17:30:00.000+00003-7
4101142018-10-11DL19790N968AT12892LAXCA11292DENCO19351930-5.00.00.0-11900-195923022237-25.00.00.0-22300-23590.00.0862.040.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-12T02:35:00.000+0000565
25462019-05-04UA19977N6988812889LASNV14771SFOCA12371223-14.00.00.0-11200-125914181358-20.00.00.0-21400-14590.00.0414.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-04T19:37:00.000+00001460
4101142018-10-11DL19790N541US12892LAXCA10397ATLGA535531-4.00.00.0-10001-055912441239-5.00.00.0-11200-12590.00.01947.080.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-11T12:35:00.000+000045
25462019-05-04UA19977N1212512758KOAHI11292DENCO20001942-18.00.00.0-22000-2059642611-31.00.00.0-20600-06590.00.03329.0110.00.00.00.00.02019PHKOmedium_airportEllison Onizuka Kona International At Keahole Airport47NAUSUS-HIKailua/KonaPHKOKOAKOA-156.045603, 19.738783Pacific/Honolulu2019-05-05T06:00:00.000+00005831
4103022018-10-30DL19790N582NW14771SFOCA10397ATLGA100710070.00.00.001000-105917331721-12.00.00.0-11700-17590.00.02139.090.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-30T17:07:00.000+0000012
25462019-05-04UA19977N889UA13930ORDIL11638FATCA19401939-1.00.00.0-11900-195922102151-19.00.00.0-22200-22590.00.01730.070.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-05T00:40:00.000+0000159
4121562018-12-15UA19977N829UA12953LGANY13930ORDIL18001749-11.00.00.0-11800-185919361907-29.00.00.0-21900-19590.00.0733.030.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-15T23:00:00.000+00005129
252342019-05-23B620409N179JB10721BOSMA11057CLTNC18351827-8.00.00.0-11800-185921022051-11.00.00.0-12100-21590.00.0728.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-23T22:35:00.000+0000851
4103022018-10-30DL19790N852DN14057PDXOR11433DTWMI12171216-1.00.00.0-11200-125919231913-10.00.00.0-11900-19590.00.01953.080.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-10-30T19:17:00.000+0000110
261012019-06-10NK20416N632NK10397ATLGA13495MSYLA16321627-5.00.00.0-11600-16591705172116.016.01.011700-17590.00.0425.020.00.016.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-10T20:32:00.000+00005-16
412312018-12-03UA19977N1824312264IADVA10529BDLCT815811-4.00.00.0-10800-0859933925-8.00.00.0-10900-09590.00.0326.020.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-03T13:15:00.000+000048
252452019-05-24B620409N946JL12892LAXCA12478JFKNY530526-4.00.00.0-10001-055914061330-36.00.00.0-21400-14590.00.02475.0100.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-24T12:30:00.000+0000476
412312018-12-03UA19977N6689313871OMANE11292DENCO937927-10.00.00.0-10900-0959102110309.09.00.001000-10590.00.0472.020.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-03T15:37:00.000+000010-9
262852019-06-28NK20416N633NK14057PDXOR12889LASNV625619-6.00.00.0-10600-0659836824-12.00.00.0-10800-08590.00.0763.040.00.00.00.00.02019KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2019-06-28T13:25:00.000+0000612
4103022018-10-30DL19790N332DN13487MSPMN12892LAXCA845842-3.00.00.0-10800-085910451043-2.00.00.0-11000-10590.00.01535.070.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-30T13:45:00.000+000032
263072019-06-30NK20416N510NK13577MYRSC11298DFWTX12001157-3.00.00.0-11200-125913501344-6.00.00.0-11300-13590.00.01048.050.00.00.00.00.02019KMYRmedium_airportMyrtle Beach International Airport25NAUSUS-SCMyrtle BeachKMYRMYRMYR-78.9282989502, 33.6796989441America/New_York2019-06-30T16:00:00.000+0000436
4103022018-10-30DL19790N908DA10397ATLGA14122PITPA16201617-3.00.00.0-11600-165917561743-13.00.00.0-11700-17590.00.0526.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T20:20:00.000+0000313
252452019-05-24B620409N247JB14524RICVA11697FLLFL17001659-1.00.00.0-11700-175919231906-17.00.00.0-21900-19590.00.0805.040.00.00.00.00.02019KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2019-05-24T21:00:00.000+00004117
412312018-12-03UA19977N7652312264IADVA14771SFOCA12301223-7.00.00.0-11200-125915271511-16.00.00.0-21500-15590.00.02419.0100.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-03T17:30:00.000+0000716
252452019-05-24B620409N807JB12478JFKNY12451JAXFL810808-2.00.00.0-10800-085910551044-11.00.00.0-11000-10590.00.0828.040.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-24T12:10:00.000+0000211
412312018-12-03UA19977N6680811618EWRNJ13930ORDIL900857-3.00.00.0-10900-0959103410351.01.00.001000-10590.00.0719.030.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-03T14:00:00.000+000043-1
26752019-06-07NK20416N657NK12266IAHTX13204MCOFL13321328-4.00.00.0-11300-135916571655-2.00.00.0-11600-16590.00.0854.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-07T18:32:00.000+000042
412312018-12-03UA19977N3644711292DENCO12892LAXCA111511150.00.00.001100-115912451232-13.00.00.0-11200-12590.00.0862.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-03T18:15:00.000+0000013
26422019-06-04NK20416N626NK13930ORDIL13577MYRSC808802-6.00.00.0-10800-085911101109-1.00.00.0-11100-11590.00.0753.040.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-04T13:08:00.000+000061
4103022018-10-30DL19790N988DL10397ATLGA10980CHATN16291623-6.00.00.0-11600-165917121704-8.00.00.0-11700-17590.00.0106.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T20:29:00.000+000068
252452019-05-24B620409N607JB14027PBIFL12197HPNNY150115010.00.00.001500-155917521744-8.00.00.0-11700-17590.00.01056.050.00.00.00.00.02019KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2019-05-24T19:01:00.000+000008
412312018-12-03UA19977N768UA12173HNLHI11292DENCO21202113-7.00.00.0-12100-2159652635-17.00.00.0-20600-06590.00.03365.0110.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-04T07:20:00.000+0000717
26862019-06-08NK20416N664NK11298DFWTX12892LAXCA16101609-1.00.00.0-11600-16591726173812.012.00.001700-17590.00.01235.050.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-08T21:10:00.000+00001-12
4103022018-10-30DL19790N975DL11995GSONC10397ATLGA14411437-4.00.00.0-11400-145915581548-10.00.00.0-11500-15590.00.0306.020.00.00.00.00.02018KGSOlarge_airportPiedmont Triad International Airport925NAUSUS-NCGreensboroKGSOGSOGSO-79.93730163574219, 36.097801208496094America/New_York2018-10-30T18:41:00.000+0000410
252562019-05-25B620409N979JT11697FLLFL14771SFOCA823815-8.00.00.0-10800-085911361108-28.00.00.0-21100-11590.00.02584.0110.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-25T12:23:00.000+0000828
4103022018-10-30DL19790N912DN11433DTWMI10529BDLCT840834-6.00.00.0-10800-085910191018-1.00.00.0-11000-10590.00.0549.030.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-30T12:40:00.000+000061
252562019-05-25B620409N561JB12478JFKNY10994CHSSC629623-6.00.00.0-10600-0659836815-21.00.00.0-20800-08590.00.0636.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-25T10:29:00.000+0000621
4103022018-10-30DL19790N331NW13303MIAFL12953LGANY705659-6.00.00.0-10700-0759100810102.02.00.001000-10590.00.01096.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-30T11:05:00.000+000046-2
252562019-05-25B620409N588JB12954LGBCA14057PDXOR18261814-12.00.00.0-11800-1859204120421.01.00.002000-20590.00.0846.040.00.00.00.00.02019KLGBmedium_airportLong Beach /Daugherty Field/ Airport60NAUSUS-CALong BeachKLGBLGBLGB-118.1520004, 33.81769943America/Los_Angeles2019-05-26T01:26:00.000+000012-1
412272018-12-02UA19977N3847913930ORDIL11292DENCO14151414-1.00.00.0-11400-145915561549-7.00.00.0-11500-15590.00.0888.040.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-02T20:15:00.000+000017
252562019-05-25B620409N192JB11433DTWMI10721BOSMA545536-9.00.00.0-10001-0559731712-19.00.00.0-20700-07590.00.0632.030.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-25T09:45:00.000+0000919
4103022018-10-30DL19790N909DA10397ATLGA14683SATTX17541745-9.00.00.0-11700-175919181902-16.00.00.0-21900-19590.00.0874.040.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T21:54:00.000+0000916
252562019-05-25B620409N537JT14843SJUPR13204MCOFL10471044-3.00.00.0-11000-105913551326-29.00.00.0-21300-13590.00.01189.050.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-05-25T14:47:00.000+0000329
4103022018-10-30DL19790N587NW13487MSPMN14747SEAWA18151814-1.00.00.0-11800-185920041955-9.00.00.0-12000-20590.00.01399.060.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-30T23:15:00.000+0000149
252562019-05-25B620409N247JB12451JAXFL11697FLLFL19361924-12.00.00.0-11900-195920552034-21.00.00.0-22000-20590.00.0319.020.00.00.00.00.02019KJAXlarge_airportJacksonville International Airport30NAUSUS-FLJacksonvilleKJAXJAXJAX-81.68789672851562, 30.49410057067871America/New_York2019-05-25T23:36:00.000+00001221
412272018-12-02UA19977N2421213930ORDIL14831SJCCA194119410.00.00.001900-195922212159-22.00.00.0-22200-22590.00.01829.080.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-03T01:41:00.000+0000062
252672019-05-26B620409N358JB10721BOSMA11042CLEOH17061704-2.00.00.0-11700-175919101907-3.00.00.0-11900-19590.00.0563.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-26T21:06:00.000+000023
412272018-12-02UA19977N1724514576ROCNY13930ORDIL800758-2.00.00.0-10800-0859902853-9.00.00.0-10900-09590.00.0528.030.00.00.00.00.02018KROClarge_airportGreater Rochester International Airport559NAUSUS-NYRochesterKROCROCROC-77.67240142822266, 43.118900299072266America/New_York2018-12-02T13:00:00.000+00004249
252672019-05-26B620409N307JB10721BOSMA14122PITPA18051803-2.00.00.0-11800-185919561955-1.00.00.0-11900-19590.00.0496.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-26T22:05:00.000+000021
410662018-10-06F920436N329FR11292DENCO10643BKGMO16021556-6.00.00.0-11600-165918561845-11.00.00.0-11800-18590.00.0665.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-06T22:02:00.000+00004611
252712019-05-27B620409N775JB11042CLEOH11697FLLFL700650-10.00.00.0-10700-0759947926-21.00.00.0-20900-09590.00.01062.050.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-27T11:00:00.000+00005021
412272018-12-02UA19977N2971710693BNATN11618EWRNJ755752-3.00.00.0-10700-075911031047-16.00.00.0-21100-11590.00.0748.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-02T13:55:00.000+0000356
261672019-06-16NK20416N684NK11433DTWMI11292DENCO700658-2.00.00.0-10700-0759759749-10.00.00.0-10700-07590.00.01123.050.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-16T11:00:00.000+00004210
412272018-12-02UA19977N1410212892LAXCA12264IADVA22352232-3.00.00.0-12200-2259612550-22.00.00.0-20600-06590.00.02288.0100.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-03T06:35:00.000+0000362
252712019-05-27B620409N236JB10721BOSMA11278DCAVA14201403-17.00.00.0-21400-145915591543-16.00.00.0-21500-15590.00.0399.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-27T18:20:00.000+00001716
410922018-10-09F920436N233FR13204MCOFL12339INDIN745737-8.00.00.0-10700-07591010950-20.00.00.0-21000-10590.00.0829.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-09T11:45:00.000+0000860
252712019-05-27B620409N648JB14843SJUPR11618EWRNJ16541643-11.00.00.0-11600-165920572039-18.00.00.0-22000-20590.00.01608.070.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-05-27T20:54:00.000+00001118
412162018-12-01WN19393N7864B12191HOUTX11481ECPFL14501449-1.00.00.0-11400-145916251612-13.00.00.0-11600-16590.00.0571.030.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-01T20:50:00.000+0000113
262152019-06-21YV20378N8835912266IAHTX14683SATTX735734-1.00.00.0-10700-07598328353.03.00.000800-08590.00.0191.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-21T12:35:00.000+00001-3
410922018-10-09F920436N719FR12889LASNV11292DENCO12051202-3.00.00.0-11200-125915031455-8.00.00.0-11500-15590.00.0628.030.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-10-09T19:05:00.000+0000348
26312019-06-03YV20378N501MJ12264IADVA14307PVDRI12451244-1.00.00.0-11200-12591409141910.010.00.001400-14590.00.0371.020.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-03T16:45:00.000+00001-10
412162018-12-01WN19393N238WN12191HOUTX15016STLMO21002059-1.00.00.0-12100-215922502239-11.00.00.0-12200-22590.00.0687.030.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-02T03:00:00.000+00004111
26312019-06-03YV20378N503MJ12264IADVA12953LGANY170517050.00.00.001700-1759184318430.00.00.001800-18590.00.0229.010.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-03T21:05:00.000+000000
412162018-12-01WN19393N7828A12892LAXCA14107PHXAZ13301328-2.00.00.0-11300-135916001534-26.00.00.0-21600-16590.00.0370.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T21:30:00.000+0000266
261342019-06-13YV20378N8730212266IAHTX13487MSPMN18101807-3.00.00.0-11800-185920592052-7.00.00.0-12000-20590.00.01034.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T23:10:00.000+000037
412162018-12-01WN19393N7715E12892LAXCA14831SJCCA10501048-2.00.00.0-11000-105912051204-1.00.00.0-11200-12590.00.0308.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T18:50:00.000+000021
262852019-06-28YV20378N8934211298DFWTX12266IAHTX5355350.00.00.000001-0559639634-5.00.00.0-10600-06590.00.0224.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-28T10:35:00.000+000005
412162018-12-01WN19393N7706A12892LAXCA15376TUSAZ11551150-5.00.00.0-11100-115914351400-35.00.00.0-21400-14590.00.0451.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T19:55:00.000+0000535
261712019-06-17YV20378N8734512264IADVA11298DFWTX8458450.00.00.000800-085911001050-10.00.00.0-11100-11590.00.01172.050.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-17T12:45:00.000+0000050
412162018-12-01WN19393N969WN13204MCOFL10693BNATN11501148-2.00.00.0-11100-115912451242-3.00.00.0-11200-12590.00.0616.030.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-01T16:50:00.000+000023
262632019-06-26YV20378N510MJ12264IADVA13198MCIMO900854-6.00.00.0-10900-095910381020-18.00.00.0-21000-10590.00.0926.040.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-26T13:00:00.000+00004618
4101142018-10-11F920436N718FR14307PVDRI13577MYRSC17311724-7.00.00.0-11700-175919301924-6.00.00.0-11900-19590.00.0690.030.00.00.00.00.02018KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2018-10-11T21:31:00.000+000076
262742019-06-27YV20378N8832712266IAHTX12206HRLTX19441943-1.00.00.0-11900-195920522047-5.00.00.0-12000-20590.00.0295.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-28T00:44:00.000+000015
4101362018-10-13F920436N338FR11292DENCO14831SJCCA842831-11.00.00.0-10800-08591023955-28.00.00.0-21000-10590.00.0948.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-13T14:42:00.000+00001168
262522019-06-25YV20378N8535812266IAHTX11540ELPTX745742-3.00.00.0-10700-0759837834-3.00.00.0-10800-08590.00.0667.030.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-25T12:45:00.000+000033
412162018-12-01WN19393N762SW14843SJUPR13232MDWIL16151612-3.00.00.0-11600-165919251908-17.00.00.0-21900-19590.00.02057.090.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-01T20:15:00.000+0000317
261342019-06-13YV20378N8535812266IAHTX13871OMANE15051458-7.00.00.0-11500-155917151705-10.00.00.0-11700-17590.00.0781.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T20:05:00.000+00004710
412162018-12-01WN19393N718SW14908SNACA12889LASNV810808-2.00.00.0-10800-0859915909-6.00.00.0-10900-09590.00.0226.010.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-01T16:10:00.000+000026
261712019-06-17YV20378N518LR12266IAHTX12451JAXFL1000959-1.00.00.0-11000-105913131304-9.00.00.0-11300-13590.00.0817.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-17T15:00:00.000+0000419
412272018-12-02WN19393N8631A10693BNATN14107PHXAZ830824-6.00.00.0-10800-085911301120-10.00.00.0-11100-11590.00.01449.060.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-02T14:30:00.000+0000610
26272019-06-02YV20378N8635013422MOBAL12266IAHTX700654-6.00.00.0-10700-0759849818-31.00.00.0-20800-08590.00.0427.020.00.00.00.00.02019KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2019-06-02T12:00:00.000+00004631
412272018-12-02WN19393N8556Z11259DALTX12191HOUTX12301226-4.00.00.0-11200-1259133513361.01.00.001300-13590.00.0239.010.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-02T18:30:00.000+00004-1
262742019-06-27EV20366N1415813930ORDIL15016STLMO755744-11.00.00.0-10700-0759915913-2.00.00.0-10900-09590.00.0258.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-27T12:55:00.000+0000112
412272018-12-02WN19393N929WN11292DENCO11986GRRMI130013000.00.00.001300-135917201717-3.00.00.0-11700-17590.00.01015.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-02T20:00:00.000+000003
26642019-06-06EV20366N1256411996GSPSC13930ORDIL800757-3.00.00.0-10800-0859908907-1.00.00.0-10900-09590.00.0577.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-06-06T12:00:00.000+0000431
412272018-12-02WN19393N796SW12191HOUTX15370TULOK810804-6.00.00.0-10800-0859935916-19.00.00.0-20900-09590.00.0453.020.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-02T14:10:00.000+0000619
261232019-06-12EV20366N1711515412TYSTN12266IAHTX933932-1.00.00.0-10900-0959104910545.05.00.001000-10590.00.0771.040.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-06-12T13:33:00.000+00001-5
410772018-10-07WN19393N8671D12191HOUTX12339INDIN11051104-1.00.00.0-11100-115914201411-9.00.00.0-11400-14590.00.0861.040.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-10-07T16:05:00.000+000019
26312019-06-03EV20366N1490512951LFTLA12266IAHTX17511736-15.00.00.0-11700-175919001853-7.00.00.0-11900-19590.00.0201.010.00.00.00.00.02019KLFTlarge_airportLafayette Regional Airport42NAUSUS-LALafayetteKLFTLFTLFT-91.98760223, 30.20529938America/Chicago2019-06-03T22:51:00.000+00001547
412272018-12-02WN19393N943WN13296MHTNH10821BWIMD16301626-4.00.00.0-11600-165918051759-6.00.00.0-11800-18590.00.0377.020.00.00.00.00.02018KMHTlarge_airportManchester-Boston Regional Airport266NAUSUS-NHManchesterKMHTMHTMHT-71.435699, 42.932598America/New_York2018-12-02T21:30:00.000+0000446
251162019-05-11NK20416N647NK13796OAKCA12889LASNV14001359-1.00.00.0-11400-145915261520-6.00.00.0-11500-15590.00.0407.020.00.00.00.00.02019KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2019-05-11T21:00:00.000+0000416
412272018-12-02WN19393N732SW13891ONTCA14893SMFCA213021300.00.00.002100-2159224522472.02.00.002200-22590.00.0390.020.00.00.00.00.02018KONTlarge_airportOntario International Airport944NAUSUS-CAOntarioKONTONTONT-117.60099792480469, 34.055999755859375America/Los_Angeles2018-12-03T05:30:00.000+00000-2
261122019-06-11EV20366N1414815370TULOK12266IAHTX18501840-10.00.00.0-11800-185920272013-14.00.00.0-12000-20590.00.0429.020.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-06-11T23:50:00.000+00001014
410772018-10-07WN19393N761RR13232MDWIL15016STLMO10251022-3.00.00.0-11000-105911301128-2.00.00.0-11100-11590.00.0251.020.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-07T15:25:00.000+000032
251422019-05-14NK20416N901NK14747SEAWA12266IAHTX5958-1.00.00.0-10001-0559705703-2.00.00.0-10700-07590.00.01874.080.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-05-14T07:59:00.000+000012
410772018-10-07WN19393N901WN13495MSYLA11259DALTX1000959-1.00.00.0-11000-105911251115-10.00.00.0-11100-11590.00.0436.020.00.00.00.00.02018KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2018-10-07T15:00:00.000+00004110
26272019-06-02EV20366N1154811042CLEOH12953LGANY10481039-9.00.00.0-11000-105912291210-19.00.00.0-21200-12590.00.0419.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-02T14:48:00.000+0000919
410772018-10-07WN19393N8321D13796OAKCA12191HOUTX12451239-6.00.00.0-11200-1259183018311.01.00.001800-18590.00.01642.070.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-07T19:45:00.000+00006-1
26972019-06-09EV20366N1397912206HRLTX12266IAHTX12101201-9.00.00.0-11200-125913221311-11.00.00.0-11300-13590.00.0295.020.00.00.00.00.02019KHRLmedium_airportValley International Airport36NAUSUS-TXHarlingenKHRLHRLHRL-97.65440368652344, 26.228500366210938America/Chicago2019-06-09T17:10:00.000+0000911
410772018-10-07WN19393N280WN13891ONTCA12889LASNV725723-2.00.00.0-10700-0759825814-11.00.00.0-10800-08590.00.0197.010.00.00.00.00.02018KONTlarge_airportOntario International Airport944NAUSUS-CAOntarioKONTONTONT-117.60099792480469, 34.055999755859375America/Los_Angeles2018-10-07T14:25:00.000+0000211
262372019-06-23EV20366N1591213930ORDIL12278ICTKS12551248-7.00.00.0-11200-125914581445-13.00.00.0-11400-14590.00.0588.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-23T17:55:00.000+0000713
412272018-12-02WN19393N211WN14771SFOCA10800BURCA910902-8.00.00.0-10900-095910251005-20.00.00.0-21000-10590.00.0326.020.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-02T17:10:00.000+0000820
262742019-06-27EV20366N1955411278DCAVA11042CLEOH615600-15.00.00.0-10600-0659740716-24.00.00.0-20700-07590.00.0310.020.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-27T10:15:00.000+00001524
410772018-10-07WN19393N939WN14122PITPA10693BNATN800758-2.00.00.0-10800-0859835819-16.00.00.0-20800-08590.00.0462.020.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-10-07T12:00:00.000+00004216
253152019-05-31NK20416N695NK10821BWIMD13204MCOFL620616-4.00.00.0-10600-0659840830-10.00.00.0-10800-08590.00.0787.040.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-31T10:20:00.000+0000410
412272018-12-02WN19393N781WN14831SJCCA14747SEAWA12251223-2.00.00.0-11200-125914351432-3.00.00.0-11400-14590.00.0696.030.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-12-02T20:25:00.000+000023
25832019-05-08NK20416N519NK13198MCIMO13577MYRSC940932-8.00.00.0-10900-095913051252-13.00.00.0-11300-13590.00.0959.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-08T14:40:00.000+0000853
412272018-12-02WN19393N465WN14843SJUPR11697FLLFL645640-5.00.00.0-10600-0659835824-11.00.00.0-10800-08590.00.01046.050.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-02T10:45:00.000+0000511
25572019-05-05NK20416N607NK10397ATLGA12892LAXCA12171214-3.00.00.0-11200-1259140614071.01.00.001400-14590.00.01947.080.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-05T16:17:00.000+00003-1
410772018-10-07WN19393N953WN14492RDUNC13198MCIMO12251222-3.00.00.0-11200-125914001340-20.00.00.0-21400-14590.00.0904.040.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-07T16:25:00.000+0000360
25832019-05-08NK20416N603NK11697FLLFL10397ATLGA930927-3.00.00.0-10900-095911271126-1.00.00.0-11100-11590.00.0581.030.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-08T13:30:00.000+000031
410772018-10-07WN19393N428WN14679SANCA10821BWIMD11301120-10.00.00.0-11100-115919251904-21.00.00.0-21900-19590.00.02295.0100.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-07T18:30:00.000+00001021
252562019-05-25NK20416N692NK13204MCOFL11298DFWTX10101007-3.00.00.0-11000-105911551138-17.00.00.0-21100-11590.00.0985.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-25T14:10:00.000+0000317
4122632018-12-26WN19393N769SW14683SATTX14107PHXAZ615612-3.00.00.0-10600-0659745734-11.00.00.0-10700-07590.00.0843.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-12-26T12:15:00.000+0000311
25722019-05-07NK20416N902NK13930ORDIL11697FLLFL515511-4.00.00.0-10001-0559917856-21.00.00.0-20900-09590.00.01182.050.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-07T10:15:00.000+0000461
410772018-10-07WN19393N473WN15016STLMO14771SFOCA14201419-1.00.00.0-11400-145916451623-22.00.00.0-21600-16590.00.01735.070.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-10-07T19:20:00.000+0000122
26752019-06-07EV20366N1697612266IAHTX13256MFETX12151210-5.00.00.0-11200-12591329134819.019.01.011300-13590.00.0316.020.00.019.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-07T17:15:00.000+00005-19
4122632018-12-26WN19393N8522P14893SMFCA11292DENCO825818-7.00.00.0-10800-0859114011400.00.00.001100-11590.00.0909.040.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-12-26T16:25:00.000+000070
252232019-05-22NK20416N636NK10721BOSMA13204MCOFL15501545-5.00.00.0-11500-155919051841-24.00.00.0-21900-19590.00.01121.050.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-22T19:50:00.000+0000564
410812018-10-08WN19393N569WN10821BWIMD13198MCIMO845840-5.00.00.0-10800-085910401032-8.00.00.0-11000-10590.00.0967.040.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-08T12:45:00.000+000058
252452019-05-24NK20416N504NK11066CMHOH11697FLLFL6006000.00.00.000600-0659837815-22.00.00.0-20800-08590.00.0973.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-24T10:00:00.000+0000022
410812018-10-08WN19393N916WN11042CLEOH10821BWIMD605600-5.00.00.0-10600-06597207200.00.00.000700-07590.00.0314.020.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-10-08T10:05:00.000+000050
252452019-05-24NK20416N502NK14100PHLPA13495MSYLA14361425-11.00.00.0-11400-145917001632-28.00.00.0-21700-17590.00.01089.050.00.00.00.00.02019KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2019-05-24T18:36:00.000+00001168
410812018-10-08WN19393N8629A11292DENCO13204MCOFL935934-1.00.00.0-10900-09591500153434.034.01.021500-15590.00.01546.070.00.034.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-08T15:35:00.000+00001-34
251532019-05-15NK20416N617NK10397ATLGA13487MSPMN11041101-3.00.00.0-11100-1159124912523.03.00.001200-12590.00.0907.040.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-15T15:04:00.000+00003-3
4122742018-12-27WN19393N718SW11066CMHOH14635RSWFL5205200.00.00.000001-0559755747-8.00.00.0-10700-07590.00.0930.040.00.00.00.00.02018KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2018-12-27T10:20:00.000+000008
252452019-05-24NK20416N646NK11697FLLFL13930ORDIL22102202-8.00.00.0-12200-2259272355-32.00.00.0-20001-05590.00.01182.050.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-25T02:10:00.000+00008-2328
410812018-10-08WN19393N932WN11697FLLFL13495MSYLA925919-6.00.00.0-10900-095910201004-16.00.00.0-21000-10590.00.0674.030.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-10-08T13:25:00.000+0000616
26532019-06-05F920436N201FR10792BUFNY14492RDUNC11311116-15.00.00.0-11100-115913111248-23.00.00.0-21300-13590.00.0487.020.00.00.00.00.02019KBUFlarge_airportBuffalo Niagara International Airport728NAUSUS-NYBuffaloKBUFBUFBUF-78.73220062, 42.94049835America/New_York2019-06-05T15:31:00.000+00001563
410812018-10-08WN19393N287WN13232MDWIL13487MSPMN700658-2.00.00.0-10700-0759830828-2.00.00.0-10800-08590.00.0349.020.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-08T12:00:00.000+0000422
26532019-06-05F920436N342FR10397ATLGA11109COSCO15401528-12.00.00.0-11500-155917001631-29.00.00.0-21700-17590.00.01184.050.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T19:40:00.000+00001269
410812018-10-08WN19393N419WN13232MDWIL14492RDUNC830828-2.00.00.0-10800-0859112011222.02.00.001100-11590.00.0632.030.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-08T13:30:00.000+00002-2
26532019-06-05F920436N350FR14771SFOCA11292DENCO5549-6.00.00.0-10001-0559433408-25.00.00.0-20001-05590.00.0967.040.00.00.00.00.02019KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2019-06-05T07:55:00.000+0000625
4122742018-12-27WN19393N8548P13198MCIMO11259DALTX10051002-3.00.00.0-11000-1059113511405.05.00.001100-11590.00.0461.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-27T16:05:00.000+00003-5
26642019-06-06F920436N723FR11042CLEOH12889LASNV21202117-3.00.00.0-12100-215922522229-23.00.00.0-22200-22590.00.01824.080.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-07T01:20:00.000+0000323
410812018-10-08WN19393N714CB13342MKEWI11042CLEOH163016300.00.00.001600-1659184018400.00.00.001800-18590.00.0328.020.00.00.00.00.02018KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2018-10-08T21:30:00.000+000000
252452019-05-24NK20416N673NK11433DTWMI12889LASNV11081107-1.00.00.0-11100-1159122512305.05.00.001200-12590.00.01749.070.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-24T15:08:00.000+00001-5
410812018-10-08WN19393N490WN13931ORFVA10821BWIMD12301225-5.00.00.0-11200-125913251314-11.00.00.0-11300-13590.00.0159.010.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-10-08T16:30:00.000+0000511
25242019-05-02NK20416N680NK11697FLLFL11433DTWMI710704-6.00.00.0-10700-07591008957-11.00.00.0-11000-10590.00.01127.050.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-02T11:10:00.000+0000651
410812018-10-08WN19393N556WN14107PHXAZ15370TULOK10351031-4.00.00.0-11000-105915051457-8.00.00.0-11500-15590.00.0935.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-08T17:35:00.000+0000448
251052019-05-10NK20416N651NK13495MSYLA12266IAHTX845841-4.00.00.0-10800-08591007103023.023.01.011000-10590.00.0305.020.00.023.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-10T13:45:00.000+00004-23
410812018-10-08WN19393N776WN14679SANCA13796OAKCA10101007-3.00.00.0-11000-105911401133-7.00.00.0-11100-11590.00.0446.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-08T17:10:00.000+000037
26752019-06-07F920436N719FR14100PHLPA13204MCOFL14011358-3.00.00.0-11400-145916401623-17.00.00.0-21600-16590.00.0861.040.00.00.00.00.02019KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2019-06-07T18:01:00.000+00004317
4122742018-12-27WN19393N723SW14193PNSFL10693BNATN755754-1.00.00.0-10700-0759915904-11.00.00.0-10900-09590.00.0391.020.00.00.00.00.02018KPNSmedium_airportPensacola International Airport121NAUSUS-FLPensacolaKPNSPNSPNS-87.1866, 30.4734America/Chicago2018-12-27T13:55:00.000+0000111
252232019-05-22NK20416N694NK12339INDIN12889LASNV20472045-2.00.00.0-12000-205921502149-1.00.00.0-12100-21590.00.01590.070.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-23T00:47:00.000+000021
4122742018-12-27WN19393N8553W14492RDUNC12191HOUTX141514150.00.00.001400-14591620163414.014.00.001600-16590.00.01050.050.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-12-27T19:15:00.000+00000-14
251422019-05-14NK20416N601NK12889LASNV14057PDXOR22402234-6.00.00.0-12200-22595540-15.00.00.0-10001-05590.00.0763.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-15T05:40:00.000+0000615
410812018-10-08WN19393N8316H15304TPAFL11697FLLFL192019200.00.00.001900-195920252024-1.00.00.0-12000-20590.00.0197.010.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-08T23:20:00.000+000001
25722019-05-07NK20416N639NK10397ATLGA10821BWIMD700656-4.00.00.0-10700-0759849842-7.00.00.0-10800-08590.00.0577.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-07T11:00:00.000+0000447
4122412018-12-24WN19393N8549Z13204MCOFL13198MCIMO17151710-5.00.00.0-11700-175919151858-17.00.00.0-21900-19590.00.01072.050.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-24T22:15:00.000+0000557
251052019-05-10NK20416N901NK11292DENCO12889LASNV11401137-3.00.00.0-11100-115912361219-17.00.00.0-21200-12590.00.0628.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-10T17:40:00.000+0000317
4101142018-10-11WN19393N567WN12892LAXCA10423AUSTX8508500.00.00.000800-085914001327-33.00.00.0-21400-14590.00.01242.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-11T15:50:00.000+0000073
25242019-05-02NK20416N908NK11433DTWMI10397ATLGA18491845-4.00.00.0-11800-185920542038-16.00.00.0-22000-20590.00.0594.030.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-02T22:49:00.000+0000416
4101142018-10-11WN19393N926WN13198MCIMO11259DALTX810808-2.00.00.0-10800-0859940937-3.00.00.0-10900-09590.00.0461.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-11T13:10:00.000+000023
251862019-05-18NK20416N684NK13930ORDIL12266IAHTX942940-2.00.00.0-10900-095912311212-19.00.00.0-21200-12590.00.0925.040.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-18T14:42:00.000+0000219
4122412018-12-24WN19393N7721E14679SANCA12889LASNV14551453-2.00.00.0-11400-145916051601-4.00.00.0-11600-16590.00.0258.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-24T22:55:00.000+000024
261012019-06-10F920436N351FR13487MSPMN11042CLEOH11121106-6.00.00.0-11100-115914071354-13.00.00.0-11400-14590.00.0622.030.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-10T16:12:00.000+0000653
4122412018-12-24WN19393N954WN14831SJCCA14679SANCA18451838-7.00.00.0-11800-185920051957-8.00.00.0-12000-20590.00.0417.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-12-25T02:45:00.000+0000748
25832019-05-08NK20416N601NK11697FLLFL15304TPAFL22552251-4.00.00.0-12200-225923552345-10.00.00.0-12300-23590.00.0197.010.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-09T02:55:00.000+0000410
4122412018-12-24WN19393N457WN14893SMFCA10821BWIMD730727-3.00.00.0-10700-075915201502-18.00.00.0-21500-15590.00.02395.0100.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-12-24T15:30:00.000+0000318
252452019-05-24WN19393N8317M12173HNLHI13830OGGHI15251523-2.00.00.0-11500-155916151608-7.00.00.0-11600-16590.00.0100.010.00.00.00.00.02019PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2019-05-25T01:25:00.000+000027
4122412018-12-24WN19393N933WN15016STLMO12191HOUTX13401339-1.00.00.0-11300-135915451537-8.00.00.0-11500-15590.00.0687.030.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-12-24T19:40:00.000+000018
252452019-05-24WN19393N729SW12889LASNV14570RNONV9059050.00.00.000900-095910301020-10.00.00.0-11000-10590.00.0345.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-24T16:05:00.000+0000010
4101142018-10-11WN19393N569WN13796OAKCA14747SEAWA16101606-4.00.00.0-11600-165918101804-6.00.00.0-11800-18590.00.0672.030.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-11T23:10:00.000+000046
262372019-06-23OO20304N809SK12266IAHTX14869SLCUT645641-4.00.00.0-10600-0659852846-6.00.00.0-10800-08590.00.01195.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-23T11:45:00.000+000046
4122412018-12-24WN19393N432WN15376TUSAZ14679SANCA945939-6.00.00.0-10900-09591005950-15.00.00.0-11000-10590.00.0368.020.00.00.00.00.02018KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2018-12-24T16:45:00.000+0000655
252452019-05-24WN19393N439WN13232MDWIL12191HOUTX11151112-3.00.00.0-11100-115913551338-17.00.00.0-21300-13590.00.0937.040.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-24T16:15:00.000+0000317
4122522018-12-25WN19393N8302F10821BWIMD14122PITPA19051902-3.00.00.0-11900-195920051954-11.00.00.0-12000-20590.00.0210.010.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-12-26T00:05:00.000+0000351
262372019-06-23OO20304N133SY11292DENCO15376TUSAZ944940-4.00.00.0-10900-09591045105914.014.00.001000-10590.00.0639.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-23T15:44:00.000+00004-14
410112018-10-01YX20452N863RW14986SRQFL11618EWRNJ11451135-10.00.00.0-11100-11591413143623.023.01.011400-14590.00.01034.050.00.023.00.00.02018KSRQlarge_airportSarasota Bradenton International Airport30NAUSUS-FLSarasota/BradentonKSRQSRQSRQ-82.55439758300781, 27.39539909362793America/New_York2018-10-01T15:45:00.000+000010-23
252452019-05-24WN19393N791SW13495MSYLA10693BNATN13051303-2.00.00.0-11300-135914351424-11.00.00.0-11400-14590.00.0471.020.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-24T18:05:00.000+0000211
4122522018-12-25WN19393N7885A11259DALTX10821BWIMD172517250.00.00.001700-175921102055-15.00.00.0-12100-21590.00.01209.050.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-25T23:25:00.000+0000055
262372019-06-23OO20304N701BR14570RNONV14771SFOCA12301216-14.00.00.0-11200-125913481331-17.00.00.0-21300-13590.00.0192.010.00.00.00.00.02019KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2019-06-23T19:30:00.000+00001417
410222018-10-02YX20452N644RW14730SDFKY12266IAHTX735731-4.00.00.0-10700-0759851848-3.00.00.0-10800-08590.00.0788.040.00.00.00.00.02018KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2018-10-02T11:35:00.000+000043
252452019-05-24WN19393N926WN13796OAKCA13891ONTCA610609-1.00.00.0-10600-0659730729-1.00.00.0-10700-07590.00.0362.020.00.00.00.00.02019KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2019-05-24T13:10:00.000+000011
410222018-10-02YX20452N743YX11618EWRNJ14492RDUNC17001651-9.00.00.0-11700-175918421834-8.00.00.0-11800-18590.00.0416.020.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-02T21:00:00.000+0000498
261012019-06-10OO20304N920EV10779BTMMT14869SLCUT13001244-16.00.00.0-21300-135914261401-25.00.00.0-21400-14590.00.0358.020.00.00.00.00.02019KBTMmedium_airportBert Mooney Airport5550NAUSUS-MTButteKBTMBTMBTM-112.49700164794922, 45.95479965209961America/Denver2019-06-10T19:00:00.000+00005625
4122522018-12-25WN19393N8613K11292DENCO13851OKCOK19451943-2.00.00.0-11900-195922152201-14.00.00.0-12200-22590.00.0495.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-26T02:45:00.000+0000214
252452019-05-24WN19393N282WN13931ORFVA10821BWIMD20452036-9.00.00.0-12000-205921502125-25.00.00.0-22100-21590.00.0159.010.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-25T00:45:00.000+0000925
410332018-10-03YX20452N740YX14122PITPA12266IAHTX625618-7.00.00.0-10600-0659821758-23.00.00.0-20800-08590.00.01117.050.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-10-03T10:25:00.000+0000763
261012019-06-10OO20304N449SW14869SLCUT11921GJTCO17001656-4.00.00.0-11700-175918121757-15.00.00.0-11800-18590.00.0216.010.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-06-10T23:00:00.000+00004455
410332018-10-03YX20452N636RW11618EWRNJ13487MSPMN21102100-10.00.00.0-12100-215923212258-23.00.00.0-22300-23590.00.01008.050.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-04T01:10:00.000+00001063
253152019-05-31WN19393N761RR10800BURCA14057PDXOR110011000.00.00.001100-115913201304-16.00.00.0-21300-13590.00.0817.040.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-05-31T18:00:00.000+0000016
410442018-10-04YX20452N861RW11066CMHOH13930ORDIL625618-7.00.00.0-10600-06596556550.00.00.000600-06590.00.0296.020.00.00.00.00.02018KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2018-10-04T10:25:00.000+000070
261122019-06-11OO20304N296SY14747SEAWA12819KTNAK11201119-1.00.00.0-11100-115912511212-39.00.00.0-21200-12590.00.0680.030.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-11T18:20:00.000+0000139
410442018-10-04YX20452N865RW13930ORDIL10397ATLGA14001354-6.00.00.0-11400-145917091649-20.00.00.0-21700-17590.00.0606.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T19:00:00.000+00004660
253152019-05-31WN19393N566WN11140CRPTX12191HOUTX15251517-8.00.00.0-11500-155916251601-24.00.00.0-21600-16590.00.0187.010.00.00.00.00.02019KCRPlarge_airportCorpus Christi International Airport44NAUSUS-TXCorpus ChristiKCRPCRPCRP-97.5011978149414, 27.77039909362793America/Chicago2019-05-31T20:25:00.000+0000824
4122522018-12-25WN19393N415WN12889LASNV13796OAKCA182518250.00.00.001800-185919551942-13.00.00.0-11900-19590.00.0407.020.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-26T02:25:00.000+0000013
261122019-06-11OO20304N265SY13487MSPMN13871OMANE13541353-1.00.00.0-11300-135915131506-7.00.00.0-11500-15590.00.0282.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-11T18:54:00.000+000017
410442018-10-04YX20452N655RW12266IAHTX14193PNSFL935928-7.00.00.0-10900-095911151056-19.00.00.0-21100-11590.00.0489.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-04T14:35:00.000+0000759
253152019-05-31WN19393N453WN11697FLLFL13204MCOFL11501148-2.00.00.0-11100-115912551248-7.00.00.0-11200-12590.00.0177.010.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-31T15:50:00.000+000027
410442018-10-04YX20452N647RW13930ORDIL11193CVGKY21102106-4.00.00.0-12100-215923342320-14.00.00.0-12300-23590.00.0264.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-05T02:10:00.000+0000414
261122019-06-11OO20304N133SY14004PAEWA11292DENCO15551545-10.00.00.0-11500-155919401917-23.00.00.0-21900-19590.00.01036.050.00.00.00.00.02019KPAEmedium_airportSnohomish County (Paine Field) Airport606NAUSUS-WAEverettKPAEPAEPAE-122.2819977, 47.90629959America/Los_Angeles2019-06-11T22:55:00.000+00001023
4122522018-12-25WN19393N457WN12892LAXCA14107PHXAZ16001558-2.00.00.0-11600-165918201816-4.00.00.0-11800-18590.00.0370.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-26T00:00:00.000+0000424
253152019-05-31WN19393N8514F13204MCOFL11292DENCO10101009-1.00.00.0-11000-105912101159-11.00.00.0-11200-12590.00.01546.070.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-31T14:10:00.000+0000151
410552018-10-05YX20452N723YX11433DTWMI11618EWRNJ1005953-12.00.00.0-11000-105911491125-24.00.00.0-21100-11590.00.0488.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-05T14:05:00.000+00005224
253152019-05-31WN19393N937WN13204MCOFL12191HOUTX21302127-3.00.00.0-12100-2159225022511.01.00.002200-22590.00.0849.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-01T01:30:00.000+00003-1
4122522018-12-25WN19393N7731A13296MHTNH10821BWIMD16351633-2.00.00.0-11600-165918101753-17.00.00.0-21800-18590.00.0377.020.00.00.00.00.02018KMHTlarge_airportManchester-Boston Regional Airport266NAUSUS-NHManchesterKMHTMHTMHT-71.435699, 42.932598America/New_York2018-12-25T21:35:00.000+0000257
261122019-06-11OO20304N117SY13485MSNWI14771SFOCA15531546-7.00.00.0-11500-155918351801-34.00.00.0-21800-18590.00.01772.080.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-06-11T20:53:00.000+0000734
4101952018-10-19EV20366N713EV13367MLIIL10397ATLGA11281127-1.00.00.0-11100-115914191416-3.00.00.0-11400-14590.00.0633.030.00.00.00.00.02018KMLIlarge_airportQuad City International Airport590NAUSUS-ILMolineKMLIMLIMLI-90.50749969482422, 41.44850158691406America/Chicago2018-10-19T16:28:00.000+000013
253152019-05-31WN19393N720WN13232MDWIL10800BURCA8258250.00.00.000800-085910451035-10.00.00.0-11000-10590.00.01740.070.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-31T13:25:00.000+0000010
4103022018-10-30EV20366N708EV11003CIDIA10397ATLGA17051701-4.00.00.0-11700-175920051959-6.00.00.0-12000-20590.00.0694.030.00.00.00.00.02018KCIDlarge_airportThe Eastern Iowa Airport869NAUSUS-IACedar RapidsKCIDCIDCID-91.71080017089844, 41.884700775146484America/Chicago2018-10-30T22:05:00.000+0000446
261122019-06-11OO20304N498CA14150PLNMI10333APNMI22132200-13.00.00.0-12200-225922552239-16.00.00.0-22200-22590.00.069.010.00.00.00.00.02019KPLNmedium_airportPellston Regional Airport of Emmet County Airport721NAUSUS-MIPellstonKPLNPLNPLN-84.79669952, 45.57089996America/Detroit2019-06-12T02:13:00.000+00001316
4122372018-12-239E20363N8886A12953LGANY11995GSONC18201814-6.00.00.0-11800-185920182012-6.00.00.0-12000-20590.00.0461.020.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-23T23:20:00.000+000066
261232019-06-12OO20304N727SK12892LAXCA12441JACWY18171810-7.00.00.0-11800-185921282112-16.00.00.0-22100-21590.00.0784.040.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-06-13T01:17:00.000+0000716
412422018-12-049E20363N297PQ13485MSNWI11433DTWMI907903-4.00.00.0-10900-095911321117-15.00.00.0-11100-11590.00.0311.020.00.00.00.00.02018KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2018-12-04T15:07:00.000+0000415
261232019-06-12OO20304N771SK14730SDFKY13930ORDIL19331931-2.00.00.0-11900-19592006203428.028.01.012000-20590.00.0286.020.00.028.00.00.02019KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2019-06-12T23:33:00.000+00002-28
410332018-10-03EV20366N707EV10397ATLGA12945LEXKY10141009-5.00.00.0-11000-105911281116-12.00.00.0-11100-11590.00.0304.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-03T14:14:00.000+0000512
261232019-06-12OO20304N185SY14570RNONV14057PDXOR19551945-10.00.00.0-11900-195921252120-5.00.00.0-12100-21590.00.0444.020.00.00.00.00.02019KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2019-06-13T02:55:00.000+0000105
412862018-12-089E20363N8976E12007GTRMS10397ATLGA13251321-4.00.00.0-11300-135915421525-17.00.00.0-21500-15590.00.0241.010.00.00.00.00.02018KGTRmedium_airportGolden Triangle Regional Airport264NAUSUS-MSColumbus/W Point/StarkvilleKGTRGTRGTR-88.5914001465, 33.450298309299995America/Chicago2018-12-08T19:25:00.000+0000417
261232019-06-12OO20304N185SY14057PDXOR14570RNONV17301724-6.00.00.0-11700-175919101908-2.00.00.0-11900-19590.00.0444.020.00.00.00.00.02019KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2019-06-13T00:30:00.000+000062
410112018-10-01OO20304N755SK11298DFWTX15412TYSTN20352026-9.00.00.0-12000-2059234523549.09.00.002300-23590.00.0771.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-02T01:35:00.000+00009-9
253152019-05-31WN19393N934WN14107PHXAZ11042CLEOH10351032-3.00.00.0-11000-105917301716-14.00.00.0-11700-17590.00.01737.070.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-31T17:35:00.000+0000314
410112018-10-01OO20304N702SK11695FLGAZ14107PHXAZ10341033-1.00.00.0-11000-105911291123-6.00.00.0-11100-11590.00.0119.010.00.00.00.00.02018KFLGmedium_airportFlagstaff Pulliam Airport7014NAUSUS-AZFlagstaffKFLGFLGFLG-111.6709976, 35.13850021America/Phoenix2018-10-01T17:34:00.000+000016
261232019-06-12OO20304N181SY14679SANCA14869SLCUT650643-7.00.00.0-10600-06599509566.06.00.000900-09590.00.0626.030.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-12T13:50:00.000+00007-6
4121342018-12-139E20363N921XJ12953LGANY11423DSMIA11211107-14.00.00.0-11100-11591352140412.012.00.001300-13590.00.01031.050.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-13T16:21:00.000+000014-52
261232019-06-12OO20304N189SY14679SANCA11638FATCA19401934-6.00.00.0-11900-195921002059-1.00.00.0-12100-21590.00.0314.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-13T02:40:00.000+0000641
412312018-12-039E20363N293PQ11433DTWMI10792BUFNY10121007-5.00.00.0-11000-105911391129-10.00.00.0-11100-11590.00.0241.010.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-12-03T15:12:00.000+0000510
261232019-06-12OO20304N274SY10868CAESC12953LGANY600557-3.00.00.0-10600-0659755732-23.00.00.0-20700-07590.00.0617.030.00.00.00.00.02019KCAElarge_airportColumbia Metropolitan Airport236NAUSUS-SCColumbiaKCAECAECAE-81.11949920654297, 33.93880081176758America/New_York2019-06-12T10:00:00.000+00004323
412422018-12-04AA19805N301PA15016STLMO12892LAXCA620617-3.00.00.0-10600-065984485410.010.00.000800-08590.00.01592.070.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-12-04T12:20:00.000+00003-10
261232019-06-12OO20304N295SY13487MSPMN12156HLNMT17491739-10.00.00.0-11700-175919401920-20.00.00.0-21900-19590.00.0913.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-12T22:49:00.000+00001020
4121712018-12-17AA19805N901NN13930ORDIL14771SFOCA11501147-3.00.00.0-11100-115914341406-28.00.00.0-21400-14590.00.01846.080.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-17T17:50:00.000+0000328
261232019-06-12OO20304N800SK13487MSPMN14524RICVA12361232-4.00.00.0-11200-125916251557-28.00.00.0-21600-16590.00.0970.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-12T17:36:00.000+0000468
4101472018-10-14OO20304N941SW14698SBPCA12892LAXCA19511937-14.00.00.0-11900-195921052102-3.00.00.0-12100-21590.00.0156.010.00.00.00.00.02018KSBPmedium_airportSan Luis County Regional Airport212NAUSUS-CASan Luis ObispoKSBPSBPSBP-120.641998291, 35.236801147499996America/Los_Angeles2018-10-15T02:51:00.000+0000143
262962019-06-29OO20304N263SY12953LGANY11057CLTNC113011300.00.00.001100-115913451328-17.00.00.0-21300-13590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-29T15:30:00.000+0000017
4122742018-12-27AA19805N757UW14107PHXAZ12266IAHTX959957-2.00.00.0-10900-0959133613459.09.00.001300-13590.00.01009.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-27T16:59:00.000+00002-9
262962019-06-29OO20304N809SK10620BILMT13487MSPMN16301628-2.00.00.0-11600-165919361913-23.00.00.0-21900-19590.00.0748.030.00.00.00.00.02019KBILlarge_airportBillings Logan International Airport3652NAUSUS-MTBillingsKBILBILBIL-108.54299926757812, 45.807701110839844America/Denver2019-06-29T22:30:00.000+0000223
4101472018-10-14OO20304N418SW15389TWFID14869SLCUT18201818-2.00.00.0-11800-185919201911-9.00.00.0-11900-19590.00.0175.010.00.00.00.00.02018KTWFmedium_airportJoslin Field Magic Valley Regional Airport4154NAUSUS-IDTwin FallsKTWFTWFTWF-114.487999, 42.4818America/Boise2018-10-15T00:20:00.000+000029
262962019-06-29OO20304N292SY10713BOIID14869SLCUT900854-6.00.00.0-10900-09591016959-17.00.00.0-21000-10590.00.0290.020.00.00.00.00.02019KBOIlarge_airportBoise Air Terminal/Gowen Field2871NAUSUS-IDBoiseKBOIBOIBOI-116.223, 43.5644America/Boise2019-06-29T15:00:00.000+00004657
4101512018-10-15OO20304N762SK11823FWAIN11298DFWTX625620-5.00.00.0-10600-06598108155.05.00.000800-08590.00.0859.040.00.00.00.00.02018KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2018-10-15T10:25:00.000+00005-5
262962019-06-29OO20304N901EV13184MBSMI13930ORDIL16481633-15.00.00.0-11600-165917031649-14.00.00.0-11700-17590.00.0222.010.00.00.00.00.02019KMBSlarge_airportMBS International Airport668NAUSUS-MISaginawKMBSMBSMBS-84.07959747314453, 43.532901763916016America/New_York2019-06-29T20:48:00.000+00001554
4101512018-10-15OO20304N641CA12197HPNNY11433DTWMI12351222-13.00.00.0-11200-125914321420-12.00.00.0-11400-14590.00.0505.030.00.00.00.00.02018KHPNmedium_airportWestchester County Airport439NAUSUS-NYWhite PlainsKHPNHPNHPN-73.70760345458984, 41.06700134277344America/New_York2018-10-15T16:35:00.000+00001312
252562019-05-25WN19393N7710A15304TPAFL14730SDFKY17201717-3.00.00.0-11700-175919251908-17.00.00.0-21900-19590.00.0727.030.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-05-25T21:20:00.000+0000317
4101512018-10-15OO20304N609SK12992LITAR11433DTWMI605557-8.00.00.0-10600-0659912850-22.00.00.0-20900-09590.00.0705.030.00.00.00.00.02018KLITlarge_airportBill & Hillary Clinton National Airport/Adams Field262NAUSUS-ARLittle RockKLITLITLIT-92.2242965698, 34.729400634799994America/Chicago2018-10-15T11:05:00.000+00004862
252672019-05-26WN19393N8681M10423AUSTX12889LASNV16101608-2.00.00.0-11600-165917101658-12.00.00.0-11700-17590.00.01090.050.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-05-26T21:10:00.000+0000252
412312018-12-03AA19805N746UW15304TPAFL11278DCAVA828823-5.00.00.0-10800-085910391023-16.00.00.0-21000-10590.00.0814.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-03T13:28:00.000+0000516
252672019-05-26WN19393N8617E10529BDLCT10821BWIMD815813-2.00.00.0-10800-0859930917-13.00.00.0-10900-09590.00.0283.020.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-05-26T12:15:00.000+0000213
4101512018-10-15OO20304N268SY13930ORDIL12478JFKNY15101509-1.00.00.0-11500-155918361812-24.00.00.0-21800-18590.00.0740.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-15T20:10:00.000+0000124
252672019-05-26WN19393N712SW10693BNATN13232MDWIL610607-3.00.00.0-10600-0659740724-16.00.00.0-20700-07590.00.0395.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-26T11:10:00.000+0000316
4121932018-12-19AA19805N661AW11057CLTNC10397ATLGA924917-7.00.00.0-10900-095910381032-6.00.00.0-11000-10590.00.0226.010.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-19T14:24:00.000+000076
252672019-05-26WN19393N7851A10693BNATN14683SATTX19151908-7.00.00.0-11900-195921352115-20.00.00.0-22100-21590.00.0822.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-27T00:15:00.000+0000720
4122042018-12-20AA19805N136AN14747SEAWA11298DFWTX915909-6.00.00.0-10900-095915071442-25.00.00.0-21500-15590.00.01660.070.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-12-20T17:15:00.000+0000665
262962019-06-29OO20304N120SY15376TUSAZ14771SFOCA13001256-4.00.00.0-11300-135915181506-12.00.00.0-11500-15590.00.0751.040.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-06-29T20:00:00.000+00004412
412312018-12-03AA19805N982VJ14679SANCA14107PHXAZ19261920-6.00.00.0-11900-195921472134-13.00.00.0-12100-21590.00.0304.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-04T03:26:00.000+0000613
252672019-05-26WN19393N7724A10821BWIMD14107PHXAZ141014100.00.00.001400-145916101607-3.00.00.0-11600-16590.00.01999.080.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-26T18:10:00.000+000003
4101842018-10-18OO20304N754SK13931ORFVA13930ORDIL10331027-6.00.00.0-11000-105912041158-6.00.00.0-11200-12590.00.0717.030.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-10-18T14:33:00.000+0000646
252672019-05-26WN19393N742SW11066CMHOH11697FLLFL10301027-3.00.00.0-11000-105913101251-19.00.00.0-21300-13590.00.0973.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-26T14:30:00.000+0000359
4101842018-10-18OO20304N746SK14107PHXAZ16218YUMAZ18481841-7.00.00.0-11800-185919441943-1.00.00.0-11900-19590.00.0160.010.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-19T01:48:00.000+000071
252672019-05-26WN19393N8581Z11259DALTX14747SEAWA140514050.00.00.001400-145916251605-20.00.00.0-21600-16590.00.01670.070.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-26T19:05:00.000+0000020
4101842018-10-18OO20304N719SK13930ORDIL14869SLCUT20262025-1.00.00.0-12000-2059230323118.08.00.002300-23590.00.01250.060.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-19T01:26:00.000+00001-8
252672019-05-26WN19393N569WN11278DCAVA13495MSYLA125512550.00.00.001200-1259144014411.01.00.001400-14590.00.0969.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-26T16:55:00.000+00000-1
4123072018-12-30AA19805N837AW14908SNACA14107PHXAZ1001954-7.00.00.0-11000-105912191207-12.00.00.0-11200-12590.00.0338.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-30T18:01:00.000+00004712
263072019-06-30OO20304N763SK11423DSMIA11298DFWTX920911-9.00.00.0-10900-095911211056-25.00.00.0-21100-11590.00.0624.030.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-06-30T14:20:00.000+0000965
4122632018-12-26AA19805N189UW14107PHXAZ14679SANCA15091503-6.00.00.0-11500-15591516152610.010.00.001500-15590.00.0304.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-26T22:09:00.000+00006-10
252672019-05-26WN19393N8644C12892LAXCA10397ATLGA7407400.00.00.000700-075914551436-19.00.00.0-21400-14590.00.01947.080.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-26T14:40:00.000+0000019
4101842018-10-18OO20304N822SK14492RDUNC10721BOSMA9069060.00.00.000900-095911041056-8.00.00.0-11100-11590.00.0612.030.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-18T13:06:00.000+0000048
26162019-06-01WN19393N7833A10423AUSTX12191HOUTX610609-1.00.00.0-10600-0659710652-18.00.00.0-20700-07590.00.0148.010.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-06-01T11:10:00.000+0000158
412752018-12-07AA19805N974UY11057CLTNC14492RDUNC22452239-6.00.00.0-12200-225923372323-14.00.00.0-12300-23590.00.0130.010.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-08T03:45:00.000+0000614
252672019-05-26WN19393N8567Z12892LAXCA13495MSYLA615611-4.00.00.0-10600-065911551143-12.00.00.0-11100-11590.00.01670.070.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-26T13:15:00.000+0000412
4101842018-10-18OO20304N498CA11721FNTMI13487MSPMN18121804-8.00.00.0-11800-185919001843-17.00.00.0-21900-19590.00.0491.020.00.00.00.00.02018KFNTmedium_airportBishop International Airport782NAUSUS-MIFlintKFNTFNTFNT-83.74359893798828, 42.96540069580078America/New_York2018-10-18T22:12:00.000+0000857
252672019-05-26WN19393N569WN13198MCIMO11278DCAVA830823-7.00.00.0-10800-085911551148-7.00.00.0-11100-11590.00.0949.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-26T13:30:00.000+000077
412162018-12-01AA19805N820AW11057CLTNC14524RICVA737728-9.00.00.0-10700-0759845825-20.00.00.0-20800-08590.00.0257.020.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-01T12:37:00.000+0000920
252672019-05-26WN19393N210WN13232MDWIL11278DCAVA600554-6.00.00.0-10600-0659840821-19.00.00.0-20800-08590.00.0601.030.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-26T11:00:00.000+00004619
4101842018-10-18OO20304N826SK13487MSPMN11637FARND153715370.00.00.001500-155916461632-14.00.00.0-11600-16590.00.0223.010.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T20:37:00.000+0000014
26162019-06-01WN19393N8613K11042CLEOH14107PHXAZ8358350.00.00.000800-0859955947-8.00.00.0-10900-09590.00.01737.070.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-01T12:35:00.000+000008
4121672018-12-16AA19805N840AW14107PHXAZ14683SATTX10201014-6.00.00.0-11000-105913321320-12.00.00.0-11300-13590.00.0843.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-16T17:20:00.000+0000612
252672019-05-26WN19393N275WN13232MDWIL14122PITPA13451342-3.00.00.0-11300-135916051552-13.00.00.0-11600-16590.00.0402.020.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-26T18:45:00.000+0000353
4121932018-12-19AA19805N765US14027PBIFL11057CLTNC500455-5.00.00.0-10001-0559649636-13.00.00.0-10600-06590.00.0590.030.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-12-19T10:00:00.000+00004513
26162019-06-01WN19393N768SW11193CVGKY10821BWIMD16401634-6.00.00.0-11600-165918101749-21.00.00.0-21800-18590.00.0430.020.00.00.00.00.02019KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2019-06-01T20:40:00.000+0000661
4102212018-10-22OO20304N162SY11292DENCO10140ABQNM12151210-5.00.00.0-11200-125913401329-11.00.00.0-11300-13590.00.0349.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-22T18:15:00.000+0000511
26162019-06-01WN19393N7813P11278DCAVA11259DALTX630626-4.00.00.0-10600-0659840819-21.00.00.0-20800-08590.00.01184.050.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-01T10:30:00.000+0000421
4102212018-10-22OO20304N125SY12892LAXCA14689SBACA11471142-5.00.00.0-11100-115912401234-6.00.00.0-11200-12590.00.089.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-22T18:47:00.000+000056
26162019-06-01WN19393N214WN11423DSMIA15016STLMO910909-1.00.00.0-10900-095910151008-7.00.00.0-11000-10590.00.0259.020.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-06-01T14:10:00.000+000017
4121122018-12-11AA19805N282AY14100PHLPA11057CLTNC635627-8.00.00.0-10600-0659820806-14.00.00.0-10800-08590.00.0449.020.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-11T11:35:00.000+0000814
252672019-05-26WN19393N713SW14122PITPA10397ATLGA11251119-6.00.00.0-11100-115913101250-20.00.00.0-21300-13590.00.0526.030.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-26T15:25:00.000+0000660
4102212018-10-22OO20304N926SW14771SFOCA14252PSCWA12551249-6.00.00.0-11200-12591504152218.018.01.011500-15590.00.0620.030.00.018.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-22T19:55:00.000+00006-18
252672019-05-26WN19393N953WN14492RDUNC10693BNATN625621-4.00.00.0-10600-0659655642-13.00.00.0-10600-06590.00.0442.020.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-26T10:25:00.000+0000413
412272018-12-02AA19805N172US14100PHLPA12892LAXCA10101008-2.00.00.0-11000-105913121311-1.00.00.0-11300-13590.00.02402.0100.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-02T15:10:00.000+000021
26162019-06-01WN19393N562WN12191HOUTX13232MDWIL211021100.00.00.002100-2159233023311.01.00.002300-23590.00.0937.040.00.00.00.00.02019KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2019-06-02T02:10:00.000+00000-1
4121932018-12-19AA19805N669AW14107PHXAZ11423DSMIA20001959-1.00.00.0-12000-20592337235114.014.00.002300-23590.00.01149.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-20T03:00:00.000+000041-14
252672019-05-26WN19393N297WN14679SANCA12889LASNV725718-7.00.00.0-10700-0759845823-22.00.00.0-20800-08590.00.0258.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-05-26T14:25:00.000+0000722
412642018-12-06AA19805N824AW14107PHXAZ14683SATTX13271323-4.00.00.0-11300-1359163316407.07.00.001600-16590.00.0843.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-06T20:27:00.000+00004-7
252672019-05-26WN19393N7735A15304TPAFL10821BWIMD20051955-10.00.00.0-12000-2059222522261.01.00.002200-22590.00.0842.040.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-05-27T00:05:00.000+000050-1
4102322018-10-23OO20304N709SK14107PHXAZ11921GJTCO12151209-6.00.00.0-11200-125914421440-2.00.00.0-11400-14590.00.0438.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-23T19:15:00.000+000062
252712019-05-27WN19393N7877H10397ATLGA13495MSYLA10501046-4.00.00.0-11000-105911251110-15.00.00.0-11100-11590.00.0425.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-27T14:50:00.000+0000415
4121342018-12-13AA19805N926UW11298DFWTX15304TPAFL11051102-3.00.00.0-11100-115914271422-5.00.00.0-11400-14590.00.0929.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-13T17:05:00.000+000035
26162019-06-01WN19393N561WN13495MSYLA10821BWIMD171517150.00.00.001700-175920502034-16.00.00.0-22000-20590.00.0998.040.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-06-01T22:15:00.000+0000016
412862018-12-08AA19805N904AA11292DENCO11298DFWTX16391632-7.00.00.0-11600-165919371923-14.00.00.0-11900-19590.00.0641.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-08T23:39:00.000+0000714
26162019-06-01WN19393N479WN14635RSWFL11042CLEOH18051755-10.00.00.0-11800-185920452023-22.00.00.0-22000-20590.00.01025.050.00.00.00.00.02019KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2019-06-01T22:05:00.000+00005022
4122372018-12-23AA19805N755US11057CLTNC14321PWMME950945-5.00.00.0-10900-095912041155-9.00.00.0-11200-12590.00.0813.040.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-23T14:50:00.000+0000549
26162019-06-01WN19393N756SA14831SJCCA10800BURCA15501547-3.00.00.0-11500-155916551653-2.00.00.0-11600-16590.00.0296.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-06-01T22:50:00.000+000032
4102322018-10-23OO20304N260SY14869SLCUT11292DENCO154915490.00.00.001500-155917211706-15.00.00.0-11700-17590.00.0391.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-23T21:49:00.000+0000015
25352019-05-03WN19393N7715E10140ABQNM12892LAXCA525524-1.00.00.0-10001-0559630617-13.00.00.0-10600-06590.00.0677.030.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-05-03T11:25:00.000+0000113
4102322018-10-23OO20304N857AS15323TRITN10397ATLGA13151310-5.00.00.0-11300-1359142014222.02.00.001400-14590.00.0227.010.00.00.00.00.02018KTRIlarge_airportTri-Cities Regional TN/VA Airport1519NAUSUS-TNBristol/Johnson/KingsportKTRITRITRI-82.407401, 36.475201America/New_York2018-10-23T17:15:00.000+00005-2
26162019-06-01WN19393N912WN14831SJCCA12889LASNV11101106-4.00.00.0-11100-115912351227-8.00.00.0-11200-12590.00.0386.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-06-01T18:10:00.000+000048
4101952018-10-19OO20304N191SY14570RNONV14831SJCCA550542-8.00.00.0-10001-05596486546.06.00.000600-06590.00.0188.010.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-19T12:50:00.000+00008-6
26272019-06-02WN19393N913WN10397ATLGA15304TPAFL10451041-4.00.00.0-11000-105912151154-21.00.00.0-21200-12590.00.0406.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-02T14:45:00.000+0000461
4121932018-12-19UA19977N1424913198MCIMO13930ORDIL904853-11.00.00.0-10900-095910451021-24.00.00.0-21000-10590.00.0403.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-19T15:04:00.000+00005124
26272019-06-02WN19393N917WN10693BNATN10721BOSMA11001058-2.00.00.0-11100-115914301414-16.00.00.0-21400-14590.00.0942.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-02T16:00:00.000+00004216
4101952018-10-19OO20304N168SY11292DENCO13851OKCOK19551952-3.00.00.0-11900-195922342222-12.00.00.0-12200-22590.00.0495.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-20T01:55:00.000+0000312
26272019-06-02WN19393N497WN10800BURCA13796OAKCA825822-3.00.00.0-10800-0859940923-17.00.00.0-20900-09590.00.0325.020.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-06-02T15:25:00.000+0000317
412752018-12-07UA19977N854UA13930ORDIL13244MEMTN15451540-5.00.00.0-11500-155917401731-9.00.00.0-11700-17590.00.0491.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T21:45:00.000+000059
252712019-05-27AA19805N713UW11057CLTNC14100PHLPA11201116-4.00.00.0-11100-115912561252-4.00.00.0-11200-12590.00.0449.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T15:20:00.000+000044
412752018-12-07UA19977N420UA13487MSPMN13930ORDIL720712-8.00.00.0-10700-0759848835-13.00.00.0-10800-08590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-07T13:20:00.000+0000813
252232019-05-22AA19805N579UW14107PHXAZ11057CLTNC835829-6.00.00.0-10800-0859154115509.09.00.001500-15590.00.01773.080.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-22T15:35:00.000+00006-9
412752018-12-07UA19977N3844613930ORDIL10821BWIMD14001354-6.00.00.0-11400-145917031634-29.00.00.0-21700-17590.00.0621.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T20:00:00.000+00004669
262042019-06-20WN19393N8511K12191HOUTX13796OAKCA640637-3.00.00.0-10600-06598308322.02.00.000800-08590.00.01642.070.00.00.00.00.02019KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2019-06-20T11:40:00.000+00003-2
412752018-12-07UA19977N6888013930ORDIL13204MCOFL600553-7.00.00.0-10600-0659938920-18.00.00.0-20900-09590.00.01005.050.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T12:00:00.000+00004718
25132019-05-01AA19805N756US14107PHXAZ12892LAXCA20052003-2.00.00.0-12000-205921402134-6.00.00.0-12100-21590.00.0370.020.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-02T03:05:00.000+000026
412752018-12-07UA19977N845UA13244MEMTN12266IAHTX700655-5.00.00.0-10700-07598478470.00.00.000800-08590.00.0468.020.00.00.00.00.02018KMEMlarge_airportMemphis International Airport341NAUSUS-TNMemphisKMEMMEMMEM-89.97669982910156, 35.04240036010742America/Chicago2018-12-07T13:00:00.000+0000450
262042019-06-20WN19393N443WN13204MCOFL14100PHLPA9059050.00.00.000900-0959113511438.08.00.001100-11590.00.0861.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-20T13:05:00.000+00000-8
412752018-12-07UA19977N7586113930ORDIL12892LAXCA8048040.00.00.000800-085910341023-11.00.00.0-11000-10590.00.01744.070.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T14:04:00.000+0000011
262042019-06-20WN19393N8698B13204MCOFL14843SJUPR745744-1.00.00.0-10700-075910351031-4.00.00.0-11000-10590.00.01189.050.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-20T11:45:00.000+000014
412752018-12-07UA19977N456UA10849BZNMT11292DENCO7057050.00.00.000700-075984585813.013.00.000800-08590.00.0524.030.00.00.00.00.02018KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2018-12-07T14:05:00.000+00000-13
252712019-05-27AA19805N123UW13495MSYLA11057CLTNC10351030-5.00.00.0-11000-105913341322-12.00.00.0-11300-13590.00.0651.030.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-27T15:35:00.000+0000512
412752018-12-07UA19977N7325912889LASNV11292DENCO846840-6.00.00.0-10800-085911301128-2.00.00.0-11100-11590.00.0628.030.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-07T16:46:00.000+000062
262042019-06-20WN19393N910WN13232MDWIL14635RSWFL13351334-1.00.00.0-11300-135917201702-18.00.00.0-21700-17590.00.01105.050.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-06-20T18:35:00.000+0000118
4101732018-10-17AA19805N663AW14107PHXAZ12892LAXCA720715-5.00.00.0-10700-0759906851-15.00.00.0-10900-09590.00.0370.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-17T14:20:00.000+0000555
251312019-05-13AA19805N335PH11298DFWTX12892LAXCA705703-2.00.00.0-10700-0759837802-35.00.00.0-20800-08590.00.01235.050.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-13T12:05:00.000+0000235
412752018-12-07UA19977N855UA10397ATLGA12264IADVA14341422-12.00.00.0-11400-145916171600-17.00.00.0-21600-16590.00.0534.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-07T19:34:00.000+00001217
25462019-05-04AA19805N837NN15016STLMO11057CLTNC751748-3.00.00.0-10700-075910411034-7.00.00.0-11000-10590.00.0575.030.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-04T12:51:00.000+000037
412642018-12-06UA19977N1412114679SANCA11618EWRNJ12351230-5.00.00.0-11200-125920452024-21.00.00.0-22000-20590.00.02425.0100.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-06T20:35:00.000+0000521
262042019-06-20WN19393N723SW14492RDUNC13232MDWIL615614-1.00.00.0-10600-0659710707-3.00.00.0-10700-07590.00.0632.030.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-06-20T10:15:00.000+000013
4101512018-10-15AA19805N758US12339INDIN12892LAXCA170617060.00.00.001700-175918401832-8.00.00.0-11800-18590.00.01814.080.00.00.00.00.02018KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2018-10-15T21:06:00.000+000008
251642019-05-16AA19805N185UW13487MSPMN11057CLTNC629625-4.00.00.0-10600-0659100610148.08.00.001000-10590.00.0930.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-16T11:29:00.000+00004-8
412642018-12-06UA19977N8751212266IAHTX14771SFOCA12091206-3.00.00.0-11200-125914271425-2.00.00.0-11400-14590.00.01635.070.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T18:09:00.000+000032
25352019-05-03AA19805N992NN14107PHXAZ11278DCAVA12551251-4.00.00.0-11200-125920232014-9.00.00.0-12000-20590.00.01979.080.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-03T19:55:00.000+000049
412642018-12-06UA19977N1671311042CLEOH14771SFOCA700656-4.00.00.0-10700-0759932924-8.00.00.0-10900-09590.00.02161.090.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-12-06T12:00:00.000+0000448
251312019-05-13AA19805N820AW11057CLTNC14730SDFKY11251120-5.00.00.0-11100-115912511229-22.00.00.0-21200-12590.00.0335.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-13T15:25:00.000+0000522
412642018-12-06UA19977N818UA12266IAHTX12953LGANY12071157-10.00.00.0-11200-125916301601-29.00.00.0-21600-16590.00.01416.060.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T18:07:00.000+00005029
262632019-06-26WN19393N223WN14679SANCA12889LASNV855850-5.00.00.0-10800-085910201000-20.00.00.0-21000-10590.00.0258.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-26T15:55:00.000+0000520
412642018-12-06UA19977N822UA12266IAHTX10693BNATN14201416-4.00.00.0-11400-145916161600-16.00.00.0-21600-16590.00.0657.030.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T20:20:00.000+0000416
251052019-05-10AA19805N524UW12892LAXCA14107PHXAZ16351634-1.00.00.0-11600-165918011752-9.00.00.0-11800-18590.00.0370.020.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-10T23:35:00.000+0000149
410332018-10-03AA19805N912UY14679SANCA14107PHXAZ19261921-5.00.00.0-11900-195920462031-15.00.00.0-12000-20590.00.0304.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-04T02:26:00.000+0000515
251532019-05-15AA19805N357PV13930ORDIL14492RDUNC12111207-4.00.00.0-11200-125915081458-10.00.00.0-11500-15590.00.0646.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-15T17:11:00.000+0000450
412642018-12-06UA19977N6188210397ATLGA12264IADVA955948-7.00.00.0-10900-095911341127-7.00.00.0-11100-11590.00.0534.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-06T14:55:00.000+000077
25942019-05-09AA19805N9022G15016STLMO13303MIAFL544536-8.00.00.0-10001-05599349406.06.00.000900-09590.00.01068.050.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-09T10:44:00.000+00008-6
4103132018-10-31AA19805N519UW14100PHLPA12892LAXCA13001258-2.00.00.0-11300-1359154515450.00.00.001500-15590.00.02402.0100.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-10-31T17:00:00.000+0000420
252712019-05-27AA19805N939AN12953LGANY13303MIAFL830826-4.00.00.0-10800-085911551122-33.00.00.0-21100-11590.00.01096.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-27T12:30:00.000+0000433
4103132018-10-31AA19805N815AW14107PHXAZ14908SNACA752746-6.00.00.0-10700-075991192211.011.00.000900-09590.00.0338.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-31T14:52:00.000+00006-11
253152019-05-31AA19805N733UW10693BNATN11057CLTNC951944-7.00.00.0-10900-095912251204-21.00.00.0-21200-12590.00.0328.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-31T14:51:00.000+0000721
4101842018-10-18AA19805N981UY14679SANCA11298DFWTX16111602-9.00.00.0-11600-165921092100-9.00.00.0-12100-21590.00.01171.050.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-18T23:11:00.000+000099
262632019-06-26WN19393N8520Q15304TPAFL14492RDUNC650649-1.00.00.0-10600-0659830825-5.00.00.0-10800-08590.00.0587.030.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-06-26T10:50:00.000+000015
4101842018-10-18UA19977N893UA13930ORDIL10785BTVVT18001754-6.00.00.0-11800-185921042058-6.00.00.0-12100-21590.00.0763.040.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-18T23:00:00.000+00004646
262742019-06-27WN19393N460WN10140ABQNM12892LAXCA10151014-1.00.00.0-11000-105911201107-13.00.00.0-11100-11590.00.0677.030.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-06-27T16:15:00.000+0000113
4101842018-10-18UA19977N456UA11618EWRNJ10721BOSMA13301323-7.00.00.0-11300-135914421424-18.00.00.0-21400-14590.00.0200.010.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-18T17:30:00.000+0000718
25942019-05-09AA19805N987NN15016STLMO13930ORDIL700659-1.00.00.0-10700-0759825816-9.00.00.0-10800-08590.00.0258.020.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-09T12:00:00.000+0000419
412532018-12-05UA19977N4114012758KOAHI12892LAXCA21352126-9.00.00.0-12100-2159453436-17.00.00.0-20001-05590.00.02504.0110.00.00.00.00.02018PHKOmedium_airportEllison Onizuka Kona International At Keahole Airport47NAUSUS-HIKailua/KonaPHKOKOAKOA-156.045603, 19.738783Pacific/Honolulu2018-12-06T07:35:00.000+0000917
252672019-05-26AA19805N961NN15016STLMO13930ORDIL700659-1.00.00.0-10700-0759825819-6.00.00.0-10800-08590.00.0258.020.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-26T12:00:00.000+0000416
4101842018-10-18UA19977N1724514107PHXAZ11618EWRNJ615608-7.00.00.0-10600-065914001326-34.00.00.0-21400-14590.00.02133.090.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-18T13:15:00.000+0000774
262742019-06-27WN19393N725SW10800BURCA11292DENCO17401736-4.00.00.0-11700-1759205020511.01.00.002000-20590.00.0850.040.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-06-28T00:40:00.000+00004-1
412532018-12-05UA19977N3750213830OGGHI12892LAXCA13431331-12.00.00.0-11300-1359205920590.00.00.002000-20590.00.02486.0100.00.00.00.00.02018PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2018-12-05T23:43:00.000+0000120
262742019-06-27WN19393N8539V11259DALTX11278DCAVA930927-3.00.00.0-10900-095913251322-3.00.00.0-11300-13590.00.01184.050.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-06-27T14:30:00.000+000033
4101842018-10-18UA19977N3240413204MCOFL12266IAHTX915906-9.00.00.0-10900-095910371028-9.00.00.0-11000-10590.00.0854.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-18T13:15:00.000+000099
262742019-06-27WN19393N8318F11259DALTX14831SJCCA710709-1.00.00.0-10700-0759840839-1.00.00.0-10800-08590.00.01450.060.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-06-27T12:10:00.000+000011
412532018-12-05UA19977N815UA10620BILMT11292DENCO15001452-8.00.00.0-11500-155916221614-8.00.00.0-11600-16590.00.0455.020.00.00.00.00.02018KBILlarge_airportBillings Logan International Airport3652NAUSUS-MTBillingsKBILBILBIL-108.54299926757812, 45.807701110839844America/Denver2018-12-05T22:00:00.000+0000488
25572019-05-05EV20366N1118411995GSONC11618EWRNJ600552-8.00.00.0-10600-0659744718-26.00.00.0-20700-07590.00.0445.020.00.00.00.00.02019KGSOlarge_airportPiedmont Triad International Airport925NAUSUS-NCGreensboroKGSOGSOGSO-79.93730163574219, 36.097801208496094America/New_York2019-05-05T10:00:00.000+00004826
4101842018-10-18UA19977N416UA13487MSPMN13930ORDIL638637-1.00.00.0-10600-0659805800-5.00.00.0-10800-08590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T11:38:00.000+000015
25352019-05-03EV20366N903EV13930ORDIL15412TYSTN17501749-1.00.00.0-11700-175920352024-11.00.00.0-12000-20590.00.0475.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-03T22:50:00.000+0000111
412422018-12-04UA19977N6882211618EWRNJ11057CLTNC21552150-5.00.00.0-12100-215923572350-7.00.00.0-12300-23590.00.0529.030.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-05T02:55:00.000+000057
262742019-06-27WN19393N7863A12339INDIN10397ATLGA805803-2.00.00.0-10800-0859940928-12.00.00.0-10900-09590.00.0432.020.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-06-27T12:05:00.000+0000212
410332018-10-03UA19977N2742110821BWIMD12892LAXCA526524-2.00.00.0-10001-0559800739-21.00.00.0-20800-08590.00.02329.0100.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-03T09:26:00.000+0000261
262742019-06-27WN19393N8533S12889LASNV14057PDXOR21302128-2.00.00.0-12100-215923402338-2.00.00.0-12300-23590.00.0763.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-28T04:30:00.000+000022
410332018-10-03UA19977N6689314747SEAWA13930ORDIL13551346-9.00.00.0-11300-135920011933-28.00.00.0-22000-20590.00.01721.070.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-10-03T20:55:00.000+0000968
251752019-05-17EV20366N854AS10874CAKOH13930ORDIL14151410-5.00.00.0-11400-145914541442-12.00.00.0-11400-14590.00.0343.020.00.00.00.00.02019KCAKmedium_airportAkron Canton Regional Airport1228NAUSUS-OHAkronKCAKCAKCAK-81.44219970703125, 40.916099548339844America/New_York2019-05-17T18:15:00.000+0000512
412422018-12-04UA19977N2773312266IAHTX11278DCAVA800749-11.00.00.0-10800-085911511131-20.00.00.0-21100-11590.00.01208.050.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-04T14:00:00.000+00005120
253152019-05-31EV20366N1798414307PVDRI11618EWRNJ600553-7.00.00.0-10600-0659720710-10.00.00.0-10700-07590.00.0160.010.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-05-31T10:00:00.000+00004710
412422018-12-04UA19977N3326614771SFOCA12892LAXCA11001059-1.00.00.0-11100-11591236125721.021.01.011200-12590.00.0337.020.00.021.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-04T19:00:00.000+000041-21
262742019-06-27WN19393N562WN12953LGANY11292DENCO14251422-3.00.00.0-11400-145916451608-37.00.00.0-21600-16590.00.01620.070.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-27T18:25:00.000+0000337
410332018-10-03UA19977N6984012264IADVA12892LAXCA550544-6.00.00.0-10001-0559826817-9.00.00.0-10800-08590.00.02288.0100.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-10-03T09:50:00.000+000069
262742019-06-27WN19393N7811F12953LGANY13495MSYLA11251124-1.00.00.0-11100-11591340135010.010.00.001300-13590.00.01183.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-27T15:25:00.000+00001-10
412422018-12-04UA19977N7650812264IADVA13930ORDIL935925-10.00.00.0-10900-095910341029-5.00.00.0-11000-10590.00.0588.030.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-04T14:35:00.000+0000105
251532019-05-15EV20366N1420312339INDIN12266IAHTX17141708-6.00.00.0-11700-175919001837-23.00.00.0-21900-19590.00.0844.040.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-15T21:14:00.000+0000663
412422018-12-04UA19977N510UA11618EWRNJ14771SFOCA900852-8.00.00.0-10900-095912351231-4.00.00.0-11200-12590.00.02565.0110.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-04T14:00:00.000+0000484
252932019-05-29EV20366N1499313422MOBAL12266IAHTX18351833-2.00.00.0-11800-185920152011-4.00.00.0-12000-20590.00.0427.020.00.00.00.00.02019KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2019-05-29T23:35:00.000+000024
412422018-12-04UA19977N6845211618EWRNJ12266IAHTX12301227-3.00.00.0-11200-125915221516-6.00.00.0-11500-15590.00.01400.060.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-04T17:30:00.000+000036
25132019-05-01EV20366N1490211042CLEOH11618EWRNJ13431335-8.00.00.0-11300-135915301508-22.00.00.0-21500-15590.00.0404.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-01T17:43:00.000+0000822
410222018-10-02UA19977N6289212266IAHTX12889LASNV21512147-4.00.00.0-12100-215923012254-7.00.00.0-12300-23590.00.01222.050.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-03T02:51:00.000+0000447
261672019-06-16WN19393N8318F13830OGGHI13796OAKCA134513450.00.00.001300-13592145220520.020.01.012100-21590.00.02349.0100.00.020.00.00.02019PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2019-06-16T23:45:00.000+00000-60
412422018-12-04UA19977N3947512264IADVA13204MCOFL845841-4.00.00.0-10800-0859110111021.01.00.001100-11590.00.0758.040.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-04T13:45:00.000+00004-1
261672019-06-16WN19393N8535S14107PHXAZ13198MCIMO705704-1.00.00.0-10700-075911351126-9.00.00.0-11100-11590.00.01044.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-16T14:05:00.000+000019
412422018-12-04UA19977N5471114908SNACA13930ORDIL655647-8.00.00.0-10600-065912531236-17.00.00.0-21200-12590.00.01726.070.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-04T14:55:00.000+0000817
261672019-06-16WN19393N217JC14576ROCNY10821BWIMD605600-5.00.00.0-10600-0659715704-11.00.00.0-10700-07590.00.0277.020.00.00.00.00.02019KROClarge_airportGreater Rochester International Airport559NAUSUS-NYRochesterKROCROCROC-77.67240142822266, 43.118900299072266America/New_York2019-06-16T10:05:00.000+0000511
410662018-10-06WN19393N415WN14908SNACA14831SJCCA900859-1.00.00.0-10900-0959101510249.09.00.001000-10590.00.0342.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-10-06T16:00:00.000+000041-9
251642019-05-16EV20366N1855713930ORDIL14574ROAVA18051802-3.00.00.0-11800-18592102213634.034.01.022100-21590.00.0530.030.00.034.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-16T23:05:00.000+00003-34
412312018-12-03UA19977N447UA14747SEAWA12266IAHTX905901-4.00.00.0-10900-095915161505-11.00.00.0-11500-15590.00.01874.080.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-12-03T17:05:00.000+0000411
261672019-06-16WN19393N8617E14843SJUPR10821BWIMD6156150.00.00.000600-065910251012-13.00.00.0-11000-10590.00.01565.070.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-06-16T10:15:00.000+0000013
412312018-12-03UA19977N473UA11433DTWMI13930ORDIL745737-8.00.00.0-10700-0759805746-19.00.00.0-20800-08590.00.0235.010.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-12-03T12:45:00.000+0000859
261672019-06-16WN19393N8637A14843SJUPR13204MCOFL13501346-4.00.00.0-11300-135916501647-3.00.00.0-11600-16590.00.01189.050.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-06-16T17:50:00.000+000043
410772018-10-07WN19393N8531Q10397ATLGA12892LAXCA900857-3.00.00.0-10900-095910501031-19.00.00.0-21000-10590.00.01947.080.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-07T13:00:00.000+00004319
25612019-05-06EV20366N1353812266IAHTX12951LFTLA18251821-4.00.00.0-11800-185919241921-3.00.00.0-11900-19590.00.0201.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-06T23:25:00.000+000043
412312018-12-03UA19977N849UA11298DFWTX11292DENCO20132002-11.00.00.0-12000-205921152101-14.00.00.0-12100-21590.00.0641.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-04T02:13:00.000+00001114
262372019-06-23WN19393N248WN10279AMATX12889LASNV17051703-2.00.00.0-11700-175917101700-10.00.00.0-11700-17590.00.0758.040.00.00.00.00.02019KAMAlarge_airportRick Husband Amarillo International Airport3607NAUSUS-TXAmarilloKAMAAMAAMA-101.706001, 35.219398America/Chicago2019-06-23T22:05:00.000+0000210
410772018-10-07WN19393N935WN10423AUSTX11292DENCO12051201-4.00.00.0-11200-125913151258-17.00.00.0-21300-13590.00.0775.040.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-07T17:05:00.000+0000457
25612019-05-06EV20366N860AS12266IAHTX15370TULOK800756-4.00.00.0-10800-08599339352.02.00.000900-09590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-06T13:00:00.000+000044-2
4101472018-10-14WN19393N567WN14100PHLPA13204MCOFL620618-2.00.00.0-10600-0659850831-19.00.00.0-20800-08590.00.0861.040.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-10-14T10:20:00.000+0000219
251162019-05-11EV20366N1655912266IAHTX15370TULOK800757-3.00.00.0-10800-0859933923-10.00.00.0-10900-09590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-11T13:00:00.000+00004310
4121932018-12-19UA19977N3746212173HNLHI14771SFOCA13101305-5.00.00.0-11300-135920112010-1.00.00.0-12000-20590.00.02398.0100.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-19T23:10:00.000+000051
262372019-06-23WN19393N464WN10821BWIMD11697FLLFL131513150.00.00.001300-135915551542-13.00.00.0-11500-15590.00.0925.040.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-23T17:15:00.000+0000013
4101472018-10-14WN19393N551WN14193PNSFL12191HOUTX112011200.00.00.001100-115912551248-7.00.00.0-11200-12590.00.0488.020.00.00.00.00.02018KPNSmedium_airportPensacola International Airport121NAUSUS-FLPensacolaKPNSPNSPNS-87.1866, 30.4734America/Chicago2018-10-14T16:20:00.000+000007
252822019-05-28EV20366N1355312266IAHTX13422MOBAL16351628-7.00.00.0-11600-165918041747-17.00.00.0-21800-18590.00.0427.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-28T21:35:00.000+0000757
4101472018-10-14WN19393N716SW14683SATTX10397ATLGA720718-2.00.00.0-10700-075910401018-22.00.00.0-21000-10590.00.0874.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-10-14T12:20:00.000+0000222
25462019-05-04MQ20398N831AE11298DFWTX13244MEMTN830826-4.00.00.0-10800-08591003957-6.00.00.0-11000-10590.00.0431.020.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-04T13:30:00.000+0000446
4121932018-12-19UA19977N459UA13930ORDIL14100PHLPA14151407-8.00.00.0-11400-145917171709-8.00.00.0-11700-17590.00.0678.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-19T20:15:00.000+000088
252672019-05-26MQ20398N619AE11067CMIIL13930ORDIL18341826-8.00.00.0-11800-185919391921-18.00.00.0-21900-19590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-05-26T23:34:00.000+0000818
4101472018-10-14WN19393N233LV14893SMFCA12889LASNV16001554-6.00.00.0-11600-165917201714-6.00.00.0-11700-17590.00.0397.020.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-10-14T23:00:00.000+0000466
253152019-05-31MQ20398N675AE11067CMIIL13930ORDIL18341827-7.00.00.0-11800-185919391932-7.00.00.0-11900-19590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-05-31T23:34:00.000+000077
4121932018-12-19UA19977N2747711292DENCO14747SEAWA11211120-1.00.00.0-11100-115913271325-2.00.00.0-11300-13590.00.01024.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T18:21:00.000+000012
252712019-05-27MQ20398N848AE11057CLTNC14783SGFMO18251820-5.00.00.0-11800-18591949200415.015.01.011900-19590.00.0708.030.00.015.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T22:25:00.000+00005-55
4121932018-12-19UA19977N6983811292DENCO13930ORDIL655649-6.00.00.0-10600-065910171013-4.00.00.0-11000-10590.00.0888.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T13:55:00.000+000064
251272019-05-12MQ20398N800AE14783SGFMO11057CLTNC15171514-3.00.00.0-11500-155918401807-33.00.00.0-21800-18590.00.0708.030.00.00.00.00.02019KSGFlarge_airportSpringfield Branson National Airport1268NAUSUS-MOSpringfieldKSGFSGFSGF-93.38860321, 37.24570084America/Chicago2019-05-12T20:17:00.000+0000333
4101512018-10-15WN19393N259WN10713BOIID11292DENCO800755-5.00.00.0-10800-0859945936-9.00.00.0-10900-09590.00.0649.030.00.00.00.00.02018KBOIlarge_airportBoise Air Terminal/Gowen Field2871NAUSUS-IDBoiseKBOIBOIBOI-116.223, 43.5644America/Boise2018-10-15T14:00:00.000+0000459
251162019-05-11MQ20398N807AE12953LGANY13931ORFVA15151508-7.00.00.0-11500-155916451619-26.00.00.0-21600-16590.00.0296.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-11T19:15:00.000+0000726
4121822018-12-18UA19977N827UA13303MIAFL12266IAHTX18331818-15.00.00.0-11800-185920172010-7.00.00.0-12000-20590.00.0964.040.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-18T23:33:00.000+0000157
25722019-05-07MQ20398N855AE10990CHOVA11057CLTNC19531949-4.00.00.0-11900-195921152105-10.00.00.0-12100-21590.00.0245.010.00.00.00.00.02019KCHOmedium_airportCharlottesville Albemarle Airport639NAUSUS-VACharlottesvilleKCHOCHOCHO-78.4529037475586, 38.13859939575195America/New_York2019-05-07T23:53:00.000+0000410
4121822018-12-18UA19977N7325114771SFOCA11278DCAVA13151311-4.00.00.0-11300-135921212118-3.00.00.0-12100-21590.00.02442.0100.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-18T21:15:00.000+000043
262372019-06-23WN19393N8618N14679SANCA10821BWIMD120012000.00.00.001200-125920051936-29.00.00.0-22000-20590.00.02295.0100.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-23T19:00:00.000+0000069
4121822018-12-18UA19977N7340615304TPAFL12266IAHTX715707-8.00.00.0-10700-0759833827-6.00.00.0-10800-08590.00.0787.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-18T12:15:00.000+000086
262372019-06-23WN19393N7818L15016STLMO11259DALTX6556550.00.00.000600-06598308366.06.00.000800-08590.00.0546.030.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-23T11:55:00.000+00000-6
4101512018-10-15WN19393N749SW10821BWIMD14492RDUNC820817-3.00.00.0-10800-08599309344.04.00.000900-09590.00.0255.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-15T12:20:00.000+00003-4
262372019-06-23WN19393N566WN15304TPAFL13342MKEWI900857-3.00.00.0-10900-095910401035-5.00.00.0-11000-10590.00.01075.050.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-06-23T13:00:00.000+0000435
4101512018-10-15WN19393N564WN11259DALTX14683SATTX6006000.00.00.000600-06597107199.09.00.000700-07590.00.0247.010.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-10-15T11:00:00.000+00000-9
253042019-05-30MQ20398N928AE11977GRBWI13930ORDIL957947-10.00.00.0-10900-095911091053-16.00.00.0-21100-11590.00.0174.010.00.00.00.00.02019KGRBlarge_airportAustin Straubel International Airport695NAUSUS-WIGreen BayKGRBGRBGRB-88.12960052490234, 44.48509979248047America/Chicago2019-05-30T14:57:00.000+00001056
4101512018-10-15WN19393N928WN11292DENCO10529BDLCT173017300.00.00.001700-175923052233-32.00.00.0-22300-23590.00.01671.070.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-15T23:30:00.000+0000072
262412019-06-24WN19393N718SW10397ATLGA13495MSYLA700659-1.00.00.0-10700-0759725721-4.00.00.0-10700-07590.00.0425.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-24T11:00:00.000+0000414
4101512018-10-15WN19393N8634A11292DENCO13796OAKCA18051802-3.00.00.0-11800-185919501940-10.00.00.0-11900-19590.00.0957.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-16T00:05:00.000+0000310
262412019-06-24WN19393N8507C10693BNATN11433DTWMI21502148-2.00.00.0-12100-2159256-19.00.00.0-20001-05590.00.0456.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-25T02:50:00.000+0000219
4121822018-12-18UA19977N827UA12266IAHTX11298DFWTX945941-4.00.00.0-10900-095911021054-8.00.00.0-11100-11590.00.0224.010.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-18T15:45:00.000+0000448
251422019-05-14MQ20398N528EG11977GRBWI13930ORDIL620616-4.00.00.0-10600-0659729715-14.00.00.0-10700-07590.00.0174.010.00.00.00.00.02019KGRBlarge_airportAustin Straubel International Airport695NAUSUS-WIGreen BayKGRBGRBGRB-88.12960052490234, 44.48509979248047America/Chicago2019-05-14T11:20:00.000+0000414
4121822018-12-18UA19977N467UA13930ORDIL11278DCAVA14001351-9.00.00.0-11400-145917011642-19.00.00.0-21700-17590.00.0612.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-18T20:00:00.000+00004959
262412019-06-24WN19393N748SW10693BNATN14492RDUNC700658-2.00.00.0-10700-0759930917-13.00.00.0-10900-09590.00.0442.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-24T12:00:00.000+00004213
4101512018-10-15WN19393N8634A12264IADVA11292DENCO15201513-7.00.00.0-11500-1559171517161.01.00.001700-17590.00.01452.060.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-10-15T19:20:00.000+00007-1
251162019-05-11MQ20398N697AB14524RICVA13303MIAFL711708-3.00.00.0-10700-0759945943-2.00.00.0-10900-09590.00.0825.040.00.00.00.00.02019KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2019-05-11T11:11:00.000+000032
4121822018-12-18UA19977N6980611292DENCO14679SANCA19201917-3.00.00.0-11900-195920422027-15.00.00.0-12000-20590.00.0853.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T02:20:00.000+0000315
262412019-06-24WN19393N8609A11278DCAVA13232MDWIL16501642-8.00.00.0-11600-165917551729-26.00.00.0-21700-17590.00.0601.030.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-24T20:50:00.000+0000826
4121122018-12-11WN19393N8548P11292DENCO14570RNONV22052158-7.00.00.0-12200-225923302308-22.00.00.0-22300-23590.00.0804.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-12T05:05:00.000+00004722
25132019-05-01MQ20398N826AE12953LGANY14524RICVA17291718-11.00.00.0-11700-175918571838-19.00.00.0-21800-18590.00.0292.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-01T21:29:00.000+00001119
4101732018-10-17WN19393N767SW13198MCIMO15016STLMO14101407-3.00.00.0-11400-145915051500-5.00.00.0-11500-15590.00.0237.010.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-17T19:10:00.000+000035
25942019-05-09MQ20398N531EG11996GSPSC13930ORDIL10311023-8.00.00.0-11000-105911371111-26.00.00.0-21100-11590.00.0577.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-05-09T14:31:00.000+0000826
4101732018-10-17WN19393N8633A13204MCOFL15016STLMO113011300.00.00.001100-115912551242-13.00.00.0-11200-12590.00.0882.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-17T15:30:00.000+0000013
262412019-06-24WN19393N437WN12889LASNV10800BURCA635631-4.00.00.0-10600-0659735730-5.00.00.0-10700-07590.00.0223.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-24T13:35:00.000+000045
4121122018-12-11WN19393N443WN12339INDIN13198MCIMO745740-5.00.00.0-10700-07598258261.01.00.000800-08590.00.0451.020.00.00.00.00.02018KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2018-12-11T12:45:00.000+00005-1
262412019-06-24WN19393N7865A12889LASNV14747SEAWA215521550.00.00.002100-21592019-1.00.00.0-10001-05590.00.0867.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-25T04:55:00.000+000001
4121122018-12-11WN19393N742SW12892LAXCA13796OAKCA820818-2.00.00.0-10800-0859940938-2.00.00.0-10900-09590.00.0337.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-11T16:20:00.000+000022
252342019-05-23MQ20398N821AE11298DFWTX15401TXKAR17111705-6.00.00.0-11700-175918101802-8.00.00.0-11800-18590.00.0181.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-23T22:11:00.000+000068
4101732018-10-17WN19393N793SA13796OAKCA14679SANCA192519250.00.00.001900-1959205020500.00.00.002000-20590.00.0446.020.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-18T02:25:00.000+000000
261012019-06-10AA19805N905NN13930ORDIL14100PHLPA819818-1.00.00.0-10800-0859112411317.07.00.001100-11590.00.0678.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-10T13:19:00.000+00001-7
4121122018-12-11WN19393N8709Q13198MCIMO14107PHXAZ185518550.00.00.001800-185920502047-3.00.00.0-12000-20590.00.01044.050.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-12T00:55:00.000+000003
263072019-06-30AA19805N927UW14747SEAWA11057CLTNC86-2.00.00.0-10001-0559807751-16.00.00.0-20800-08590.00.02279.0100.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-30T07:08:00.000+0000256
4101732018-10-17WN19393N7831B14831SJCCA10800BURCA705701-4.00.00.0-10700-0759805803-2.00.00.0-10800-08590.00.0296.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T14:05:00.000+000042
26972019-06-09AA19805N833AW14107PHXAZ11423DSMIA840834-6.00.00.0-10800-085913281314-14.00.00.0-11300-13590.00.01149.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-09T15:40:00.000+0000614
4101732018-10-17WN19393N404WN14831SJCCA12889LASNV945937-8.00.00.0-10900-095911051059-6.00.00.0-11100-11590.00.0386.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T16:45:00.000+0000846
252822019-05-28YX20452N442YX11278DCAVA13244MEMTN20001958-2.00.00.0-12000-2059213021311.01.00.002100-21590.00.0762.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-29T00:00:00.000+000042-1
4101732018-10-17WN19393N484WN14831SJCCA12892LAXCA15351532-3.00.00.0-11500-155916551645-10.00.00.0-11600-16590.00.0308.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T22:35:00.000+0000310
252822019-05-28YX20452N443YX14307PVDRI11278DCAVA13361329-7.00.00.0-11300-135915131507-6.00.00.0-11500-15590.00.0356.020.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-05-28T17:36:00.000+000076
4101732018-10-17WN19393N567WN14831SJCCA12892LAXCA16351632-3.00.00.0-11600-165917551743-12.00.00.0-11700-17590.00.0308.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T23:35:00.000+0000312
252012019-05-20YX20452N101HQ13198MCIMO11278DCAVA600554-6.00.00.0-10600-0659929909-20.00.00.0-20900-09590.00.0949.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-20T11:00:00.000+00004620
4101732018-10-17WN19393N7858A14831SJCCA14679SANCA151015100.00.00.001500-155916301627-3.00.00.0-11600-16590.00.0417.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T22:10:00.000+000003
261452019-06-14AA19805N819AW14307PVDRI11057CLTNC10111009-2.00.00.0-11000-105912231220-3.00.00.0-11200-12590.00.0683.030.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-14T14:11:00.000+000023
4121122018-12-11WN19393N400WN14107PHXAZ10140ABQNM22302228-2.00.00.0-12200-225923352326-9.00.00.0-12300-23590.00.0328.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-12T05:30:00.000+000029
252452019-05-24YX20452N443YX13495MSYLA13303MIAFL15581555-3.00.00.0-11500-155918551851-4.00.00.0-11800-18590.00.0675.030.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-24T20:58:00.000+000034
4121122018-12-11WN19393N8655D14107PHXAZ13198MCIMO700659-1.00.00.0-10700-075910251015-10.00.00.0-11000-10590.00.01044.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-11T14:00:00.000+00004110
25462019-05-04YX20452N431YX10693BNATN12953LGANY746741-5.00.00.0-10700-075911041103-1.00.00.0-11100-11590.00.0764.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-04T12:46:00.000+000051
4121122018-12-11WN19393N557WN14122PITPA10821BWIMD6106100.00.00.000600-0659720709-11.00.00.0-10700-07590.00.0210.010.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-12-11T11:10:00.000+0000011
26422019-06-04AA19805N125UW11057CLTNC14122PITPA16351629-6.00.00.0-11600-165918071747-20.00.00.0-21800-18590.00.0366.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-04T20:35:00.000+0000660
4101622018-10-16WN19393N764SW12896LBBTX12889LASNV151015100.00.00.001500-155915201512-8.00.00.0-11500-15590.00.0775.040.00.00.00.00.02018KLBBlarge_airportLubbock Preston Smith International Airport3282NAUSUS-TXLubbockKLBBLBBLBB-101.822998, 33.663601America/Chicago2018-10-16T20:10:00.000+000008
262632019-06-26AA19805N818AW15016STLMO14100PHLPA850844-6.00.00.0-10800-085912091150-19.00.00.0-21200-12590.00.0814.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-26T13:50:00.000+0000659
4101622018-10-16WN19393N232WN13204MCOFL14100PHLPA740739-1.00.00.0-10700-07591005945-20.00.00.0-21000-10590.00.0861.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-16T11:40:00.000+0000160
252122019-05-21YX20452N101HQ11066CMHOH11278DCAVA544541-3.00.00.0-10001-0559657652-5.00.00.0-10600-06590.00.0323.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-21T09:44:00.000+000035
4121672018-12-16WN19393N499WN11259DALTX12191HOUTX15001456-4.00.00.0-11500-15591610162616.016.01.011600-16590.00.0239.010.00.016.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-16T21:00:00.000+000044-16
261012019-06-10AA19805N112US11278DCAVA13204MCOFL11371136-1.00.00.0-11100-115913571340-17.00.00.0-21300-13590.00.0759.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-10T15:37:00.000+0000117
4121672018-12-16WN19393N8718Q11259DALTX12896LBBTX845840-5.00.00.0-10800-0859955950-5.00.00.0-10900-09590.00.0293.020.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-16T14:45:00.000+000055
261712019-06-17AA19805N753US11057CLTNC12953LGANY22092207-2.00.00.0-12200-2259235523594.04.00.002300-23590.00.0544.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-18T02:09:00.000+00002-4
4101622018-10-16WN19393N464WN13495MSYLA13232MDWIL15101504-6.00.00.0-11500-155917251710-15.00.00.0-11700-17590.00.0825.040.00.00.00.00.02018KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2018-10-16T20:10:00.000+0000615
251272019-05-12YX20452N422YX12953LGANY15919XNAAR13401333-7.00.00.0-11300-13591551161120.020.01.011500-15590.00.01147.050.00.020.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-12T17:40:00.000+00007-60
4121672018-12-16WN19393N8693A11292DENCO13204MCOFL150015000.00.00.001500-155920202007-13.00.00.0-12000-20590.00.01546.070.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-16T22:00:00.000+0000013
252012019-05-20YX20452N425YX12953LGANY14100PHLPA13001259-1.00.00.0-11300-135914151359-16.00.00.0-21400-14590.00.096.010.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-20T17:00:00.000+00004156
4121672018-12-16WN19393N7701B12191HOUTX14193PNSFL17101706-4.00.00.0-11700-175918351822-13.00.00.0-11800-18590.00.0488.020.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-16T23:10:00.000+0000413
252672019-05-26YX20452N131HQ11278DCAVA14027PBIFL12001147-13.00.00.0-11200-125914371422-15.00.00.0-11400-14590.00.0857.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-26T16:00:00.000+00005315
4101622018-10-16WN19393N461WN14570RNONV14679SANCA6256250.00.00.000600-0659755740-15.00.00.0-10700-07590.00.0488.020.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-16T13:25:00.000+0000015
252562019-05-25YX20452N136HQ14027PBIFL11278DCAVA15551548-7.00.00.0-11500-155918251809-16.00.00.0-21800-18590.00.0857.040.00.00.00.00.02019KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2019-05-25T19:55:00.000+0000716
4101622018-10-16WN19393N8626B14679SANCA13198MCIMO17101705-5.00.00.0-11700-175922152151-24.00.00.0-22200-22590.00.01334.060.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-17T00:10:00.000+0000564
25942019-05-09YX20452N133HQ11423DSMIA14100PHLPA601553-8.00.00.0-10600-06599419443.03.00.000900-09590.00.0972.040.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-05-09T11:01:00.000+000048-3
4121672018-12-16WN19393N258WN12992LITAR11259DALTX605602-3.00.00.0-10600-06597157172.02.00.000700-07590.00.0296.020.00.00.00.00.02018KLITlarge_airportBill & Hillary Clinton National Airport/Adams Field262NAUSUS-ARLittle RockKLITLITLIT-92.2242965698, 34.729400634799994America/Chicago2018-12-16T12:05:00.000+00003-2
252712019-05-27YX20452N119HQ10693BNATN11278DCAVA10121010-2.00.00.0-11000-105912581237-21.00.00.0-21200-12590.00.0562.030.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-27T15:12:00.000+0000221
4101622018-10-16WN19393N567WN15304TPAFL11697FLLFL13451342-3.00.00.0-11300-135914451429-16.00.00.0-21400-14590.00.0197.010.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-16T17:45:00.000+0000316
251532019-05-15YX20452N419YX10529BDLCT14100PHLPA14411435-6.00.00.0-11400-145916101551-19.00.00.0-21600-16590.00.0196.010.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-05-15T18:41:00.000+0000659
4101732018-10-17WN19393N219WN10279AMATX11259DALTX16151610-5.00.00.0-11600-1659172017200.00.00.001700-17590.00.0323.020.00.00.00.00.02018KAMAlarge_airportRick Husband Amarillo International Airport3607NAUSUS-TXAmarilloKAMAAMAAMA-101.706001, 35.219398America/Chicago2018-10-17T21:15:00.000+000050
252672019-05-26YX20452N426YX13303MIAFL10994CHSSC21442142-2.00.00.0-12100-21592329234516.016.01.012300-23590.00.0489.020.00.016.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-27T01:44:00.000+00002-16
4121672018-12-16WN19393N733SA14027PBIFL10821BWIMD720714-6.00.00.0-10700-0759940921-19.00.00.0-20900-09590.00.0883.040.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-12-16T12:20:00.000+0000619
251052019-05-10YX20452N407YX13303MIAFL12953LGANY6516510.00.00.000600-065995310018.08.00.000900-09590.00.01096.050.00.00.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-10T10:51:00.000+00000-48
4101732018-10-17WN19393N7708E10423AUSTX12892LAXCA22002155-5.00.00.0-12200-225923152255-20.00.00.0-22300-23590.00.01242.050.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-18T03:00:00.000+00004560
261562019-06-15AA19805N971NN10423AUSTX11298DFWTX715712-3.00.00.0-10700-0759824816-8.00.00.0-10800-08590.00.0190.010.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-06-15T12:15:00.000+000038
4101732018-10-17WN19393N782SA10599BHMAL12191HOUTX550547-3.00.00.0-10001-0559735733-2.00.00.0-10700-07590.00.0570.030.00.00.00.00.02018KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2018-10-17T10:50:00.000+000032
252712019-05-27YX20452N135HQ11057CLTNC12124HHHSC918910-8.00.00.0-10900-095910231009-14.00.00.0-11000-10590.00.0207.010.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T13:18:00.000+0000814
4121672018-12-16WN19393N7832A14679SANCA10140ABQNM935932-3.00.00.0-10900-095912151207-8.00.00.0-11200-12590.00.0628.030.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-16T17:35:00.000+000038
262152019-06-21AA19805N604AW14307PVDRI11057CLTNC5585580.00.00.000001-0559810804-6.00.00.0-10800-08590.00.0683.030.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-21T09:58:00.000+000006
4101732018-10-17WN19393N8571Z10821BWIMD10792BUFNY16001558-2.00.00.0-11600-16591705171611.011.00.001700-17590.00.0281.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-17T20:00:00.000+000042-11
262372019-06-23AA19805N713UW14122PITPA11057CLTNC704700-4.00.00.0-10700-0759835830-5.00.00.0-10800-08590.00.0366.020.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-06-23T11:04:00.000+000045
4121672018-12-16WN19393N7860A14908SNACA14893SMFCA10101009-1.00.00.0-11000-105911351127-8.00.00.0-11100-11590.00.0404.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-16T18:10:00.000+000018
261712019-06-17AA19805N601AW11057CLTNC12953LGANY16181613-5.00.00.0-11600-165918171807-10.00.00.0-11800-18590.00.0544.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-17T20:18:00.000+0000510
410922018-10-09YV20378N243LR14107PHXAZ13796OAKCA720716-4.00.00.0-10700-07599169182.02.00.000900-09590.00.0646.030.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-09T14:20:00.000+00004-2
251312019-05-13OO20304N875AS10397ATLGA14696SBNIN9519510.00.00.000900-095911471144-3.00.00.0-11100-11590.00.0566.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-13T13:51:00.000+000003
4121712018-12-17WN19393N915WN10140ABQNM11259DALTX18001755-5.00.00.0-11800-185920352026-9.00.00.0-12000-20590.00.0580.030.00.00.00.00.02018KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2018-12-18T01:00:00.000+0000459
251312019-05-13OO20304N820SK10397ATLGA10781BTRLA18051804-1.00.00.0-11800-185918451836-9.00.00.0-11800-18590.00.0448.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-13T22:05:00.000+000019
4121712018-12-17WN19393N765SW10397ATLGA10693BNATN10351027-8.00.00.0-11000-105910451031-14.00.00.0-11000-10590.00.0214.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T15:35:00.000+0000814
26422019-06-04AA19805N809AW11057CLTNC14635RSWFL740737-3.00.00.0-10700-0759932102048.048.01.030900-09590.00.0600.030.00.048.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-04T11:40:00.000+00003-88
4121712018-12-17WN19393N785SW10397ATLGA11066CMHOH915914-1.00.00.0-10900-0959104510450.00.00.001000-10590.00.0447.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T14:15:00.000+000010
251312019-05-13OO20304N832SK13871OMANE11433DTWMI13561354-2.00.00.0-11300-135916581646-12.00.00.0-11600-16590.00.0651.030.00.00.00.00.02019KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2019-05-13T18:56:00.000+0000212
4121712018-12-17WN19393N7812G10397ATLGA15304TPAFL113511350.00.00.001100-115913051250-15.00.00.0-11300-13590.00.0406.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T16:35:00.000+0000055
25132019-05-01OH20397N510AE11278DCAVA11433DTWMI14591453-6.00.00.0-11400-14591638165012.012.00.001600-16590.00.0405.020.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-01T18:59:00.000+00006-12
4121342018-12-13WN19393N8305E10423AUSTX14771SFOCA19301926-4.00.00.0-11900-195921302118-12.00.00.0-12100-21590.00.01504.070.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-12-14T01:30:00.000+0000412
252672019-05-26OH20397N501BG11057CLTNC10431AVLNC945939-6.00.00.0-10900-095910511033-18.00.00.0-21000-10590.00.091.010.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-26T13:45:00.000+0000618
410332018-10-03YV20378N918FJ10599BHMAL11298DFWTX607559-8.00.00.0-10600-0659810755-15.00.00.0-10800-08590.00.0597.030.00.00.00.00.02018KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2018-10-03T11:07:00.000+00004855
251312019-05-13OH20397N586NN11267DAYOH11057CLTNC910905-5.00.00.0-10900-095910511034-17.00.00.0-21000-10590.00.0370.020.00.00.00.00.02019KDAYlarge_airportJames M Cox Dayton International Airport1009NAUSUS-OHDaytonKDAYDAYDAY-84.21939849853516, 39.902400970458984America/New_York2019-05-13T13:10:00.000+0000517
4121342018-12-13WN19393N562WN11618EWRNJ13204MCOFL640636-4.00.00.0-10600-0659935916-19.00.00.0-20900-09590.00.0937.040.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-13T11:40:00.000+0000419
25942019-05-09OH20397N571NN11057CLTNC15370TULOK13151314-1.00.00.0-11300-1359144614504.04.00.001400-14590.00.0842.040.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-09T17:15:00.000+00001-4
4101142018-10-11YV20378N935LR11298DFWTX12217HSVAL16451642-3.00.00.0-11600-165918321823-9.00.00.0-11800-18590.00.0603.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-11T21:45:00.000+000039
262742019-06-27MQ20398N858AE13930ORDIL12511JLNMO12001154-6.00.00.0-11200-125913411333-8.00.00.0-11300-13590.00.0484.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-27T17:00:00.000+0000468
4121342018-12-13WN19393N7731A12892LAXCA14831SJCCA19251923-2.00.00.0-11900-195920352026-9.00.00.0-12000-20590.00.0308.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-14T03:25:00.000+000029
25722019-05-07OH20397N571NN11057CLTNC11953GNVFL13291324-5.00.00.0-11300-135914581454-4.00.00.0-11400-14590.00.0388.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-07T17:29:00.000+000054
4101252018-10-12YV20378N503MJ11193CVGKY12264IADVA14451442-3.00.00.0-11400-145916141557-17.00.00.0-21600-16590.00.0388.020.00.00.00.00.02018KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2018-10-12T18:45:00.000+0000357
262412019-06-24MQ20398N844AE13930ORDIL11067CMIIL8408400.00.00.000800-0859939935-4.00.00.0-10900-09590.00.0135.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-24T13:40:00.000+000004
4121342018-12-13WN19393N569WN13232MDWIL13796OAKCA190519050.00.00.001900-195921552117-38.00.00.0-22100-21590.00.01844.080.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-12-14T01:05:00.000+0000038
261822019-06-18MQ20398N855AE13377MLULA11298DFWTX16231621-2.00.00.0-11600-165917501737-13.00.00.0-11700-17590.00.0293.020.00.00.00.00.02019KMLUlarge_airportMonroe Regional Airport79NAUSUS-LAMonroeKMLUMLUMLU-92.0376968383789, 32.51089859008789America/Chicago2019-06-18T21:23:00.000+0000213
4121342018-12-13WN19393N446WN13871OMANE14107PHXAZ14301429-1.00.00.0-11400-145916251556-29.00.00.0-21600-16590.00.01037.050.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-13T20:30:00.000+0000169
262522019-06-25MQ20398N234JW11278DCAVA15919XNAAR17111705-6.00.00.0-11700-175918541851-3.00.00.0-11800-18590.00.0963.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-25T21:11:00.000+000063
4101252018-10-12EV20366N611QX11980GRINE11298DFWTX605559-6.00.00.0-10600-0659753740-13.00.00.0-10700-07590.00.0561.030.00.00.00.00.02018KGRImedium_airportCentral Nebraska Regional Airport1847NAUSUS-NEGrand IslandKGRIGRIGRI-98.30960083007812, 40.967498779296875America/Chicago2018-10-12T11:05:00.000+00004613
26862019-06-08MQ20398N251NN13930ORDIL11624EYWFL8258250.00.00.000800-085912491247-2.00.00.0-11200-12590.00.01251.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-08T13:25:00.000+000002
4121342018-12-13WN19393N745SW14107PHXAZ13891ONTCA17051701-4.00.00.0-11700-175917101659-11.00.00.0-11700-17590.00.0325.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-14T00:05:00.000+0000451
26422019-06-04MQ20398N685AE11612EVVIN13930ORDIL17361731-5.00.00.0-11700-175919141851-23.00.00.0-21900-19590.00.0272.020.00.00.00.00.02019KEVVmedium_airportEvansville Regional Airport418NAUSUS-INEvansvilleKEVVEVVEVV-87.5324020386, 38.0369987488America/Chicago2019-06-04T22:36:00.000+0000563
4121342018-12-13WN19393N8671D14107PHXAZ14100PHLPA11201113-7.00.00.0-11100-1159174517483.03.00.001700-17590.00.02075.090.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-13T18:20:00.000+00007-3
262632019-06-26MQ20398N529EA13930ORDIL11066CMHOH725722-3.00.00.0-10700-0759945923-22.00.00.0-20900-09590.00.0296.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-26T12:25:00.000+0000322
4121342018-12-13WN19393N261WN14683SATTX10693BNATN18551852-3.00.00.0-11800-185921002044-16.00.00.0-22100-21590.00.0822.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-12-14T00:55:00.000+0000356
26862019-06-08MQ20398N831AE11067CMIIL11298DFWTX15551548-7.00.00.0-11500-155918101745-25.00.00.0-21800-18590.00.0692.030.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-06-08T20:55:00.000+0000765
4101622018-10-16EV20366N1591212266IAHTX10185AEXLA21302129-1.00.00.0-12100-215922302225-5.00.00.0-12200-22590.00.0190.010.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-17T02:30:00.000+000015
251532019-05-15OH20397N530EA13485MSNWI14100PHLPA600552-8.00.00.0-10600-06599139163.03.00.000900-09590.00.0764.040.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-05-15T11:00:00.000+000048-3
4103132018-10-31EV20366N1217212266IAHTX11146CRWWV18301825-5.00.00.0-11800-185922002159-1.00.00.0-12200-22590.00.0975.040.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-31T23:30:00.000+0000541
25132019-05-01OH20397N539EA11996GSPSC14100PHLPA743736-7.00.00.0-10700-0759930916-14.00.00.0-10900-09590.00.0515.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-05-01T11:43:00.000+0000714
410812018-10-08EV20366N1213512266IAHTX10747BROTX12251216-9.00.00.0-11200-125913421333-9.00.00.0-11300-13590.00.0308.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-08T17:25:00.000+000099
25352019-05-03OH20397N567NN11057CLTNC11066CMHOH16031557-6.00.00.0-11600-165917291720-9.00.00.0-11700-17590.00.0347.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-03T20:03:00.000+0000469
4121822018-12-18WN19393N7720F11540ELPTX14683SATTX805801-4.00.00.0-10800-085910301019-11.00.00.0-11000-10590.00.0496.020.00.00.00.00.02018KELPmedium_airportEl Paso International Airport3959NAUSUS-TXEl PasoKELPELPELP-106.3779984, 31.80719948America/Denver2018-12-18T15:05:00.000+0000411
261932019-06-19MQ20398N855AE15401TXKAR11298DFWTX10391034-5.00.00.0-11000-1059114311441.01.00.001100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-19T15:39:00.000+00005-1
410112018-10-01OO20304N767SK13487MSPMN13930ORDIL201520150.00.00.002000-20592147220316.016.01.012100-21590.00.0334.020.00.016.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-02T01:15:00.000+00000-56
262742019-06-27MQ20398N818AE15401TXKAR11298DFWTX10391033-6.00.00.0-11000-105911431129-14.00.00.0-11100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-27T15:39:00.000+0000614
410112018-10-01OO20304N931EV13422MOBAL10397ATLGA600557-3.00.00.0-10600-0659820819-1.00.00.0-10800-08590.00.0302.020.00.00.00.00.02018KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2018-10-01T11:00:00.000+0000431
263072019-06-30MQ20398N820AE15401TXKAR11298DFWTX10391026-13.00.00.0-11000-105911431124-19.00.00.0-21100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-30T15:39:00.000+00001319
410112018-10-01OO20304N205SY13930ORDIL13342MKEWI17501746-4.00.00.0-11700-175918401827-13.00.00.0-11800-18590.00.067.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-01T22:50:00.000+0000413
251532019-05-15OH20397N568NN13342MKEWI11057CLTNC525518-7.00.00.0-10001-05598318310.00.00.000800-08590.00.0651.030.00.00.00.00.02019KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2019-05-15T10:25:00.000+000070
410112018-10-01OO20304N142SY14570RNONV14771SFOCA12351231-4.00.00.0-11200-125913531334-19.00.00.0-21300-13590.00.0192.010.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-01T19:35:00.000+0000419
26422019-06-04MQ20398N803AE14960SPSTX11298DFWTX500447-13.00.00.0-10001-0559553535-18.00.00.0-20001-05590.00.0113.010.00.00.00.00.02019KSPSlarge_airportSheppard Air Force Base-Wichita Falls Municipal Airport1019NAUSUS-TXWichita FallsKSPSSPSSPS-98.491898, 33.9888America/Chicago2019-06-04T10:00:00.000+00005318
410112018-10-01OO20304N946SW11292DENCO11109COSCO20001953-7.00.00.0-12000-205920522033-19.00.00.0-22000-20590.00.073.010.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-02T02:00:00.000+00004719
25612019-05-06OH20397N242JS11278DCAVA14492RDUNC20001950-10.00.00.0-12000-205921122052-20.00.00.0-22100-21590.00.0227.010.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-07T00:00:00.000+00005060
4121822018-12-18WN19393N749SW13244MEMTN11292DENCO10301025-5.00.00.0-11000-105912051143-22.00.00.0-21200-12590.00.0872.040.00.00.00.00.02018KMEMlarge_airportMemphis International Airport341NAUSUS-TNMemphisKMEMMEMMEM-89.97669982910156, 35.04240036010742America/Chicago2018-12-18T16:30:00.000+0000562
262152019-06-21MQ20398N276NN11066CMHOH13930ORDIL836835-1.00.00.0-10800-08599109100.00.00.000900-09590.00.0296.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-06-21T12:36:00.000+000010
410112018-10-01OO20304N937SW14698SBPCA14771SFOCA13401337-3.00.00.0-11300-135914481433-15.00.00.0-11400-14590.00.0190.010.00.00.00.00.02018KSBPmedium_airportSan Luis County Regional Airport212NAUSUS-CASan Luis ObispoKSBPSBPSBP-120.641998291, 35.236801147499996America/Los_Angeles2018-10-01T20:40:00.000+0000315
26272019-06-02MQ20398N827AE14783SGFMO11057CLTNC700653-7.00.00.0-10700-075910241017-7.00.00.0-11000-10590.00.0708.030.00.00.00.00.02019KSGFlarge_airportSpringfield Branson National Airport1268NAUSUS-MOSpringfieldKSGFSGFSGF-93.38860321, 37.24570084America/Chicago2019-06-02T12:00:00.000+0000477
410112018-10-01OO20304N141SY14771SFOCA15376TUSAZ838834-4.00.00.0-10800-08591049110112.012.00.001000-10590.00.0751.040.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-01T15:38:00.000+00004-52
25242019-05-02OH20397N254PS13931ORFVA11278DCAVA16201617-3.00.00.0-11600-165917251924119.0119.01.071700-17590.00.0142.010.00.0119.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-02T20:20:00.000+00003-199
410112018-10-01OO20304N161SY11292DENCO14683SATTX17501748-2.00.00.0-11700-175921152054-21.00.00.0-22100-21590.00.0794.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-01T23:50:00.000+0000261
261012019-06-10MQ20398N622AE11067CMIIL13930ORDIL630626-4.00.00.0-10600-0659734726-8.00.00.0-10700-07590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-06-10T11:30:00.000+000048
4121822018-12-18WN19393N951WN13871OMANE15016STLMO13551351-4.00.00.0-11300-135915001454-6.00.00.0-11500-15590.00.0342.020.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-18T19:55:00.000+0000446
25942019-05-09OH20397N516AE10581BGRME11278DCAVA17021655-7.00.00.0-11700-175919001847-13.00.00.0-11900-19590.00.0590.030.00.00.00.00.02019KBGRlarge_airportBangor International Airport192NAUSUS-MEBangorKBGRBGRBGR-68.8281021118164, 44.80739974975586America/New_York2019-05-09T21:02:00.000+00004753
4121822018-12-18WN19393N8613K14679SANCA13198MCIMO10351034-1.00.00.0-11000-1059154015400.00.00.001500-15590.00.01334.060.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-18T18:35:00.000+000010
252122019-05-21OH20397N582NN11057CLTNC12264IADVA725718-7.00.00.0-10700-0759843833-10.00.00.0-10800-08590.00.0322.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-21T11:25:00.000+0000710
410222018-10-02OO20304N255SY14869SLCUT10713BOIID17201713-7.00.00.0-11700-175918351820-15.00.00.0-11800-18590.00.0290.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-02T23:20:00.000+0000715
261012019-06-10MQ20398N918AE11298DFWTX11982GRKTX715708-7.00.00.0-10700-0759803758-5.00.00.0-10800-08590.00.0134.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-10T12:15:00.000+0000745
412642018-12-06AA19805N931NN14869SLCUT14107PHXAZ13431337-6.00.00.0-11300-135915231522-1.00.00.0-11500-15590.00.0507.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-06T20:43:00.000+000061
262632019-06-26MQ20398N827AE11298DFWTX15074SWOOK22252219-6.00.00.0-12200-22592326233812.012.00.002300-23590.00.0225.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-27T03:25:00.000+00006-12
4121822018-12-18AA19805N913NN14869SLCUT14107PHXAZ13431341-2.00.00.0-11300-135915231519-4.00.00.0-11500-15590.00.0507.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-18T20:43:00.000+000024
251862019-05-18OH20397N710PS10581BGRME11278DCAVA12181217-1.00.00.0-11200-125914191358-21.00.00.0-21400-14590.00.0590.030.00.00.00.00.02019KBGRlarge_airportBangor International Airport192NAUSUS-MEBangorKBGRBGRBGR-68.8281021118164, 44.80739974975586America/New_York2019-05-18T16:18:00.000+0000161
410222018-10-02OO20304N944SW10208AGSGA10397ATLGA19141905-9.00.00.0-11900-195920192017-2.00.00.0-12000-20590.00.0143.010.00.00.00.00.02018KAGSlarge_airportAugusta Regional At Bush Field144NAUSUS-GAAugustaKAGSAGSAGS-81.9645004272461, 33.36989974975586America/New_York2018-10-02T23:14:00.000+000092
26862019-06-08MQ20398N902BC13930ORDIL10599BHMAL12241223-1.00.00.0-11200-1259141514150.00.00.001400-14590.00.0583.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-08T17:24:00.000+000010
412162018-12-01AA19805N900613303MIAFL14492RDUNC15361531-5.00.00.0-11500-155917401736-4.00.00.0-11700-17590.00.0700.030.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-01T20:36:00.000+000054
261452019-06-14MQ20398N825AE11298DFWTX14960SPSTX14251417-8.00.00.0-11400-1459151715247.07.00.001500-15590.00.0113.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-14T19:25:00.000+00008-7
410222018-10-02OO20304N953SW11823FWAIN13487MSPMN704701-3.00.00.0-10700-075981582712.012.00.000800-08590.00.0488.020.00.00.00.00.02018KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2018-10-02T11:04:00.000+00003-12
251422019-05-14OH20397N502AE14730SDFKY11278DCAVA12201214-6.00.00.0-11200-1259140014077.07.00.001400-14590.00.0474.020.00.00.00.00.02019KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2019-05-14T16:20:00.000+00006-7
4122372018-12-23AA19805N997NN14679SANCA13930ORDIL730725-5.00.00.0-10700-075913351320-15.00.00.0-11300-13590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-23T15:30:00.000+0000515
26752019-06-07MQ20398N827AE14960SPSTX11298DFWTX10421033-9.00.00.0-11000-1059114011411.01.00.001100-11590.00.0113.010.00.00.00.00.02019KSPSlarge_airportSheppard Air Force Base-Wichita Falls Municipal Airport1019NAUSUS-TXWichita FallsKSPSSPSSPS-98.491898, 33.9888America/Chicago2019-06-07T15:42:00.000+00009-1
4122372018-12-23AA19805N980TW11298DFWTX11042CLEOH11301125-5.00.00.0-11100-115915081443-25.00.00.0-21500-15590.00.01021.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-23T17:30:00.000+0000565
252562019-05-25OH20397N601EN11057CLTNC15016STLMO14391436-3.00.00.0-11400-145915381525-13.00.00.0-11500-15590.00.0575.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-25T18:39:00.000+0000313
410222018-10-02OO20304N438SW13487MSPMN13459MQTMI20302023-7.00.00.0-12000-205922492232-17.00.00.0-22200-22590.00.0300.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T01:30:00.000+0000717
251752019-05-17WN19393N286WN11259DALTX13342MKEWI17051700-5.00.00.0-11700-175919201910-10.00.00.0-11900-19590.00.0850.040.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-17T22:05:00.000+0000510
410222018-10-02OO20304N914EV14113PIHID14869SLCUT15201513-7.00.00.0-11500-155916201610-10.00.00.0-11600-16590.00.0150.010.00.00.00.00.02018KPIHmedium_airportPocatello Regional Airport4452NAUSUS-IDPocatelloKPIHPIHPIH-112.59600067138672, 42.9098014831543America/Denver2018-10-02T21:20:00.000+0000710
251752019-05-17WN19393N773SA11292DENCO13198MCIMO161516150.00.00.001600-165918551844-11.00.00.0-11800-18590.00.0533.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-17T22:15:00.000+0000011
4121672018-12-16AA19805N942NN13930ORDIL13204MCOFL705654-11.00.00.0-10700-075910431042-1.00.00.0-11000-10590.00.01005.050.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-16T13:05:00.000+0000511
261822019-06-18B620409N228JB10721BOSMA14492RDUNC610607-3.00.00.0-10600-0659808803-5.00.00.0-10800-08590.00.0612.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-18T10:10:00.000+000035
4121122018-12-11AA19805N963TW13851OKCOK11298DFWTX12201211-9.00.00.0-11200-125913291307-22.00.00.0-21300-13590.00.0175.010.00.00.00.00.02018KOKClarge_airportWill Rogers World Airport1295NAUSUS-OKOklahoma CityKOKCOKCOKC-97.60070037841797, 35.39310073852539America/Chicago2018-12-11T18:20:00.000+0000922
251752019-05-17WN19393N7714B12889LASNV12954LGBCA730729-1.00.00.0-10700-0759835826-9.00.00.0-10800-08590.00.0231.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-17T14:30:00.000+000019
4122262018-12-22AA19805N970NN13930ORDIL14908SNACA165016500.00.00.001600-165919201902-18.00.00.0-21900-19590.00.01726.070.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-22T22:50:00.000+0000018
251752019-05-17WN19393N7869A12953LGANY13232MDWIL18501849-1.00.00.0-11800-185920201958-22.00.00.0-22000-20590.00.0725.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-17T22:50:00.000+0000162
4121452018-12-14AA19805N393AN13303MIAFL12478JFKNY7047040.00.00.000700-075995710047.07.00.000900-09590.00.01089.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-14T12:04:00.000+00000-47
251752019-05-17WN19393N7751A13204MCOFL13495MSYLA10201015-5.00.00.0-11000-105911101058-12.00.00.0-11100-11590.00.0551.030.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-17T14:20:00.000+0000552
4121712018-12-17AA19805N968AN10529BDLCT13930ORDIL15461542-4.00.00.0-11500-155917341716-18.00.00.0-21700-17590.00.0783.040.00.00.00.00.02018KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2018-12-17T20:46:00.000+0000418
251752019-05-17WN19393N294WN13342MKEWI10721BOSMA730727-3.00.00.0-10700-075910501026-24.00.00.0-21000-10590.00.0860.040.00.00.00.00.02019KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2019-05-17T12:30:00.000+0000324
410332018-10-03OO20304N439SW11003CIDIA11433DTWMI630627-3.00.00.0-10600-0659914902-12.00.00.0-10900-09590.00.0430.020.00.00.00.00.02018KCIDlarge_airportThe Eastern Iowa Airport869NAUSUS-IACedar RapidsKCIDCIDCID-91.71080017089844, 41.884700775146484America/Chicago2018-10-03T11:30:00.000+0000312
251752019-05-17WN19393N450WN13495MSYLA10693BNATN13051300-5.00.00.0-11300-135914351427-8.00.00.0-11400-14590.00.0471.020.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-17T18:05:00.000+000058
410332018-10-03OO20304N8965E13487MSPMN11721FNTMI20402039-1.00.00.0-12000-20592317234124.024.01.012300-23590.00.0491.020.00.024.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-04T01:40:00.000+00001-24
263072019-06-30B620409N323JB12953LGANY10721BOSMA10451034-11.00.00.0-11000-105912131136-37.00.00.0-21200-12590.00.0184.010.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-30T14:45:00.000+00001177
4121562018-12-15AA19805N990NN14843SJUPR11298DFWTX922915-7.00.00.0-10900-095912431206-37.00.00.0-21200-12590.00.02165.090.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-15T13:22:00.000+0000737
263072019-06-30B620409N827JB14307PVDRI14027PBIFL11551150-5.00.00.0-11100-1159144314529.09.00.001400-14590.00.01148.050.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-30T15:55:00.000+00005-9
410332018-10-03OO20304N868AS13487MSPMN10627BISND12451241-4.00.00.0-11200-125914141410-4.00.00.0-11400-14590.00.0386.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T17:45:00.000+000044
251752019-05-17WN19393N7886A14679SANCA11292DENCO18551847-8.00.00.0-11800-185922052146-19.00.00.0-22200-22590.00.0853.040.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-05-18T01:55:00.000+0000859
410332018-10-03OO20304N269SY11986GRRMI13487MSPMN13071256-11.00.00.0-11300-135913421329-13.00.00.0-11300-13590.00.0408.020.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-03T17:07:00.000+00005113
263072019-06-30B620409N627JB10721BOSMA15304TPAFL956953-3.00.00.0-10900-095913081247-21.00.00.0-21300-13590.00.01185.050.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-30T13:56:00.000+0000361
410332018-10-03OO20304N856AS13076LSEWI13487MSPMN700647-13.00.00.0-10700-0759803756-7.00.00.0-10800-08590.00.0119.010.00.00.00.00.02018KLSEmedium_airportLa Crosse Municipal Airport655NAUSUS-WILa CrosseKLSELSELSE-91.256699, 43.879002America/Chicago2018-10-03T12:00:00.000+00005347
251752019-05-17WN19393N292WN14683SATTX15016STLMO16251623-2.00.00.0-11600-165918251819-6.00.00.0-11800-18590.00.0786.040.00.00.00.00.02019KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2019-05-17T21:25:00.000+000026
4122042018-12-20AA19805N897NN14679SANCA13930ORDIL22502241-9.00.00.0-12200-2259448446-2.00.00.0-10001-05590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-21T06:50:00.000+000092
26422019-06-04DL19790N929AT13930ORDIL12953LGANY745741-4.00.00.0-10700-075911021052-10.00.00.0-11100-11590.00.0733.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-04T12:45:00.000+0000450
410332018-10-03OO20304N771SK13487MSPMN13232MDWIL1001956-5.00.00.0-11000-105911451136-9.00.00.0-11100-11590.00.0349.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T15:01:00.000+0000459
251752019-05-17WN19393N463WN14893SMFCA10800BURCA10501047-3.00.00.0-11000-105912051157-8.00.00.0-11200-12590.00.0358.020.00.00.00.00.02019KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2019-05-17T17:50:00.000+0000348
4121342018-12-13AA19805N886NN11278DCAVA13930ORDIL14301427-3.00.00.0-11400-145915451533-12.00.00.0-11500-15590.00.0612.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-13T19:30:00.000+0000312
26422019-06-04DL19790N832DN10397ATLGA14057PDXOR201520150.00.00.002000-205922272206-21.00.00.0-22200-22590.00.02172.090.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T00:15:00.000+0000021
410332018-10-03OO20304N915SW14025PBGNY12264IADVA930920-10.00.00.0-10900-095911221057-25.00.00.0-21100-11590.00.0444.020.00.00.00.00.02018KPBGmedium_airportPlattsburgh International Airport234NAUSUS-NYPlattsburghKPBGPBGPBG-73.46810150146484, 44.650901794433594America/New_York2018-10-03T13:30:00.000+00001065
26422019-06-04DL19790N981AT13230MDTPA10397ATLGA12111205-6.00.00.0-11200-125914121357-15.00.00.0-11400-14590.00.0620.030.00.00.00.00.02019KMDTmedium_airportHarrisburg International Airport310NAUSUS-PAHarrisburgKMDTMDTMDT-76.7633972168, 40.1935005188America/New_York2019-06-04T16:11:00.000+0000655
410332018-10-03OO20304N435SW13930ORDIL11471EAUWI11271120-7.00.00.0-11100-115912501239-11.00.00.0-11200-12590.00.0269.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-03T16:27:00.000+0000711
26422019-06-04DL19790N987DN13487MSPMN13198MCIMO1005958-7.00.00.0-11000-105911291112-17.00.00.0-21100-11590.00.0393.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-04T15:05:00.000+00004717
410332018-10-03OO20304N128SY11292DENCO12451JAXFL10151009-6.00.00.0-11000-105915321531-1.00.00.0-11500-15590.00.01447.060.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-03T16:15:00.000+000061
26422019-06-04DL19790N912DE10397ATLGA10599BHMAL10501048-2.00.00.0-11000-105910421032-10.00.00.0-11000-10590.00.0134.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T14:50:00.000+0000210
410332018-10-03OO20304N148SY14771SFOCA10140ABQNM193019300.00.00.001900-1959230523050.00.00.002300-23590.00.0896.040.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-04T02:30:00.000+000000
251862019-05-18WN19393N8563Z10821BWIMD14576ROCNY11001055-5.00.00.0-11100-115912151156-19.00.00.0-21200-12590.00.0277.020.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-18T15:00:00.000+00004559
410332018-10-03OO20304N652BR14489RDMOR14771SFOCA20162005-11.00.00.0-12000-205922002152-8.00.00.0-12200-22590.00.0462.020.00.00.00.00.02018KRDMmedium_airportRoberts Field3080NAUSUS-ORRedmondKRDMRDMRDM-121.1500015, 44.2541008America/Los_Angeles2018-10-04T03:16:00.000+00001148
251862019-05-18WN19393N770SA11066CMHOH15304TPAFL17301725-5.00.00.0-11700-175919451930-15.00.00.0-11900-19590.00.0829.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-18T21:30:00.000+0000515
410332018-10-03OO20304N130SY13930ORDIL15919XNAAR20132006-7.00.00.0-12000-205922052200-5.00.00.0-12200-22590.00.0522.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T01:13:00.000+000075
26422019-06-04DL19790N345DN10397ATLGA11697FLLFL160516050.00.00.001600-1659180118087.07.00.001800-18590.00.0581.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T20:05:00.000+00000-7
410332018-10-03OO20304N930SW13930ORDIL13485MSNWI653645-8.00.00.0-10600-0659751730-21.00.00.0-20700-07590.00.0109.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-03T11:53:00.000+0000821
251862019-05-18WN19393N554WN11278DCAVA15304TPAFL18451844-1.00.00.0-11800-185921102104-6.00.00.0-12100-21590.00.0814.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-18T22:45:00.000+000016
410332018-10-03OO20304N785SK10372ASECO11292DENCO16001543-17.00.00.0-21600-165916551637-18.00.00.0-21600-16590.00.0125.010.00.00.00.00.02018KASEmedium_airportAspen-Pitkin Co/Sardy Field7820NAUSUS-COAspenKASEASEASE-106.8690033, 39.22320175America/Denver2018-10-03T22:00:00.000+00005718
26422019-06-04DL19790N980AT14747SEAWA12889LASNV12221218-4.00.00.0-11200-125914541451-3.00.00.0-11400-14590.00.0867.040.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-04T19:22:00.000+000043
412312018-12-03AA19805N657AW10397ATLGA11298DFWTX16291622-7.00.00.0-11600-1659175517594.04.00.001700-17590.00.0731.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-03T21:29:00.000+00007-4
26422019-06-04DL19790N962DN10529BDLCT10397ATLGA12451240-5.00.00.0-11200-125915101457-13.00.00.0-11500-15590.00.0859.040.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-06-04T16:45:00.000+0000553
410442018-10-04OO20304N761ND11298DFWTX12891LAWOK162516250.00.00.001600-165917231717-6.00.00.0-11700-17590.00.0140.010.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-04T21:25:00.000+000006
26422019-06-04DL19790N369DN12953LGANY11433DTWMI710708-2.00.00.0-10700-0759909855-14.00.00.0-10900-09590.00.0502.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-04T11:10:00.000+0000254
410442018-10-04OO20304N718SK13930ORDIL14869SLCUT14051400-5.00.00.0-11400-14591636170630.030.01.021600-16590.00.01250.060.00.030.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T19:05:00.000+00005-70
251862019-05-18WN19393N8310C12339INDIN12889LASNV800759-1.00.00.0-10800-0859855853-2.00.00.0-10800-08590.00.01590.070.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-18T12:00:00.000+0000412
410442018-10-04OO20304N754SK14730SDFKY13930ORDIL15161506-10.00.00.0-11500-15591549160314.014.00.001500-15590.00.0286.020.00.00.00.00.02018KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2018-10-04T19:16:00.000+000010-54
251862019-05-18WN19393N8557Q12339INDIN14635RSWFL18251817-8.00.00.0-11800-185920552026-29.00.00.0-22000-20590.00.0945.040.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-18T22:25:00.000+0000829
410442018-10-04OO20304N400SY11259DALTX11278DCAVA700651-9.00.00.0-10700-07591050110414.014.00.001000-10590.00.01184.050.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-10-04T12:00:00.000+000049-54
26422019-06-04DL19790N334NW10397ATLGA11259DALTX13581353-5.00.00.0-11300-135915131455-18.00.00.0-21500-15590.00.0721.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T17:58:00.000+0000558
412642018-12-06AA19805N317PG11298DFWTX11540ELPTX13201316-4.00.00.0-11300-135914011400-1.00.00.0-11400-14590.00.0551.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-06T19:20:00.000+000041
26422019-06-04DL19790N922AT10397ATLGA12217HSVAL20592054-5.00.00.0-12000-205920582053-5.00.00.0-12000-20590.00.0151.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T00:59:00.000+000055
410442018-10-04OO20304N453SW10397ATLGA11641FAYNC17171716-1.00.00.0-11700-1759183018388.08.00.001800-18590.00.0331.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-04T21:17:00.000+00001-8
252232019-05-22YX20452N863RW11624EYWFL11618EWRNJ13151252-23.00.00.0-21300-135916301606-24.00.00.0-21600-16590.00.01196.050.00.00.00.00.02019KEYWmedium_airportKey West International Airport3NAUSUS-FLKey WestKEYWEYWEYW-81.75959777832031, 24.556100845336914America/New_York2019-05-22T17:15:00.000+00006324
4121712018-12-17AA19805N930AN14057PDXOR13930ORDIL13371329-8.00.00.0-11300-135919391921-18.00.00.0-21900-19590.00.01739.070.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-12-17T21:37:00.000+0000818
252232019-05-22YX20452N657RW13930ORDIL14122PITPA11401137-3.00.00.0-11100-115914121358-14.00.00.0-11400-14590.00.0413.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-22T16:40:00.000+0000354
410442018-10-04OO20304N443SW13230MDTPA11433DTWMI600555-5.00.00.0-10600-0659739719-20.00.00.0-20700-07590.00.0371.020.00.00.00.00.02018KMDTmedium_airportHarrisburg International Airport310NAUSUS-PAHarrisburgKMDTMDTMDT-76.7633972168, 40.1935005188America/New_York2018-10-04T10:00:00.000+00004520
252232019-05-22YX20452N651RW11618EWRNJ11193CVGKY165916590.00.00.001600-165919081903-5.00.00.0-11900-19590.00.0569.030.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-22T20:59:00.000+000005
410442018-10-04OO20304N779CA11109COSCO14869SLCUT12351216-19.00.00.0-21200-125914261401-25.00.00.0-21400-14590.00.0411.020.00.00.00.00.02018KCOSlarge_airportCity of Colorado Springs Municipal Airport6187NAUSUS-COColorado SpringsKCOSCOSCOS-104.700996, 38.805801America/Denver2018-10-04T18:35:00.000+00001925
26532019-06-05YX20452N640RW15370TULOK12266IAHTX500455-5.00.00.0-10001-0559643624-19.00.00.0-20600-06590.00.0429.020.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-06-05T10:00:00.000+00004519
4122852018-12-28AA19805N990AN14843SJUPR13303MIAFL12251220-5.00.00.0-11200-125914191413-6.00.00.0-11400-14590.00.01045.050.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-28T16:25:00.000+000056
26642019-06-06YX20452N649RW13158MAFTX11292DENCO18371832-5.00.00.0-11800-185919401932-8.00.00.0-11900-19590.00.0563.030.00.00.00.00.02019KMAFmedium_airportMidland International Airport2871NAUSUS-TXMidlandKMAFMAFMAF-102.2020034790039, 31.9424991607666America/Chicago2019-06-06T23:37:00.000+000058
4122372018-12-23AA19805N800AN11298DFWTX13930ORDIL16351634-1.00.00.0-11600-165919011856-5.00.00.0-11900-19590.00.0801.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-23T22:35:00.000+0000145
26752019-06-07YX20452N752YX11618EWRNJ12451JAXFL14001355-5.00.00.0-11400-145916241619-5.00.00.0-11600-16590.00.0820.040.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-07T18:00:00.000+0000455
4123072018-12-30AA19805N164NN11298DFWTX12889LASNV15311528-3.00.00.0-11500-155916291627-2.00.00.0-11600-16590.00.01055.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-30T21:31:00.000+000032
252452019-05-24YX20452N657RW13930ORDIL11624EYWFL11251115-10.00.00.0-11100-115915371529-8.00.00.0-11500-15590.00.01251.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-24T16:25:00.000+0000108
4121122018-12-11AA19805N140AN11298DFWTX12892LAXCA910905-5.00.00.0-10900-095910501037-13.00.00.0-11000-10590.00.01235.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-11T15:10:00.000+0000513
26862019-06-08YX20452N729YX11057CLTNC11618EWRNJ16301626-4.00.00.0-11600-1659184218486.06.00.001800-18590.00.0529.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-08T20:30:00.000+00004-6
4122522018-12-25AA19805N812NN14262PSPCA11298DFWTX620614-6.00.00.0-10600-065911091104-5.00.00.0-11100-11590.00.01126.050.00.00.00.00.02018KPSPmedium_airportPalm Springs International Airport477NAUSUS-CAPalm SpringsKPSPPSPPSP-116.50700378417969, 33.8297004699707America/Los_Angeles2018-12-25T14:20:00.000+000065
26862019-06-08YX20452N639RW11618EWRNJ14524RICVA830822-8.00.00.0-10800-08591009941-28.00.00.0-21000-10590.00.0277.020.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-08T12:30:00.000+0000868
4101142018-10-11OO20304N907EV13930ORDIL14696SBNIN18351832-3.00.00.0-11800-18592027203811.011.00.002000-20590.00.084.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-11T23:35:00.000+00003-11
26862019-06-08YX20452N635RW11618EWRNJ13198MCIMO141514150.00.00.001400-145916221602-20.00.00.0-21600-16590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-08T18:15:00.000+0000020
4101142018-10-11OO20304N472CA11292DENCO14262PSPCA153515350.00.00.001500-1559165617048.08.00.001600-16590.00.0776.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-11T21:35:00.000+00000-48
252712019-05-27YX20452N729YX11618EWRNJ13198MCIMO845841-4.00.00.0-10800-085910591041-18.00.00.0-21000-10590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-27T12:45:00.000+0000418
4101142018-10-11OO20304N208SY14869SLCUT12892LAXCA20062002-4.00.00.0-12000-205921082058-10.00.00.0-12100-21590.00.0590.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-12T02:06:00.000+0000450
26972019-06-09YX20452N859RW12266IAHTX11433DTWMI725719-6.00.00.0-10700-075911181100-18.00.00.0-21100-11590.00.01075.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-09T12:25:00.000+0000618
4122042018-12-20AA19805N991AU11298DFWTX14057PDXOR17181717-1.00.00.0-11700-175919351925-10.00.00.0-11900-19590.00.01616.070.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-20T23:18:00.000+0000110
252822019-05-28YX20452N856RW12339INDIN11618EWRNJ545541-4.00.00.0-10001-0559746730-16.00.00.0-20700-07590.00.0645.030.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-28T09:45:00.000+0000416
4121932018-12-19AA19805N848NN14107PHXAZ12478JFKNY13511349-2.00.00.0-11300-13592030205222.022.01.012000-20590.00.02153.090.00.022.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-19T20:51:00.000+00002-22
261012019-06-10YX20452N641RW11618EWRNJ13198MCIMO14151412-3.00.00.0-11400-1459162216242.02.00.001600-16590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-10T18:15:00.000+00003-2
412862018-12-08AA19805N128AN12892LAXCA11298DFWTX700654-6.00.00.0-10700-075912041159-5.00.00.0-11200-12590.00.01235.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-08T15:00:00.000+00004645
252822019-05-28YX20452N631RW12339INDIN13930ORDIL730727-3.00.00.0-10700-0759741722-19.00.00.0-20700-07590.00.0177.010.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-28T11:30:00.000+0000319
4101142018-10-11OO20304N442SW14869SLCUT11122CPRWY20152009-6.00.00.0-12000-205921362113-23.00.00.0-22100-21590.00.0320.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-12T02:15:00.000+0000623
251272019-05-129E20363N138EV15249TLHFL10397ATLGA10131004-9.00.00.0-11000-105911241115-9.00.00.0-11100-11590.00.0223.010.00.00.00.00.02019KTLHlarge_airportTallahassee Regional Airport81NAUSUS-FLTallahasseeKTLHTLHTLH-84.35030364990234, 30.396499633789062America/New_York2019-05-12T14:13:00.000+000099
4122742018-12-27AA19805N4005X13303MIAFL13204MCOFL20252020-5.00.00.0-12000-20592131214514.014.00.002100-21590.00.0192.010.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-28T01:25:00.000+00005-14
25132019-05-019E20363N606LR10397ATLGA15249TLHFL16491646-3.00.00.0-11600-165917541739-15.00.00.0-11700-17590.00.0223.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-01T20:49:00.000+0000315
4101252018-10-12OO20304N751EV11298DFWTX10372ASECO845843-2.00.00.0-10800-085995810046.06.00.000900-09590.00.0701.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-12T13:45:00.000+00002-46
261232019-06-12YX20452N732YX13930ORDIL12339INDIN19451941-4.00.00.0-11900-195921592144-15.00.00.0-12100-21590.00.0177.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-13T00:45:00.000+0000415
4121232018-12-12AA19805N900UW10721BOSMA11298DFWTX950945-5.00.00.0-10900-095913261310-16.00.00.0-21300-13590.00.01562.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-12T14:50:00.000+0000516
261232019-06-12YX20452N643RW11433DTWMI11618EWRNJ840837-3.00.00.0-10800-085910291014-15.00.00.0-11000-10590.00.0488.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-12T12:40:00.000+0000315
4122042018-12-20AA19805N160AN14679SANCA11298DFWTX706659-7.00.00.0-10700-075912081155-13.00.00.0-11200-12590.00.01171.050.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-20T15:06:00.000+00004753
261342019-06-13YX20452N744YX12266IAHTX14492RDUNC935933-2.00.00.0-10900-095913221307-15.00.00.0-11300-13590.00.01042.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T14:35:00.000+0000215
4101252018-10-12OO20304N916EV10397ATLGA10431AVLNC10511048-3.00.00.0-11000-105911451144-1.00.00.0-11100-11590.00.0164.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-12T14:51:00.000+000031
252232019-05-229E20363N8694A10208AGSGA10397ATLGA705700-5.00.00.0-10700-0759808802-6.00.00.0-10800-08590.00.0143.010.00.00.00.00.02019KAGSlarge_airportAugusta Regional At Bush Field144NAUSUS-GAAugustaKAGSAGSAGS-81.9645004272461, 33.36989974975586America/New_York2019-05-22T11:05:00.000+000056
4101252018-10-12OO20304N240SY14747SEAWA14057PDXOR15141512-2.00.00.0-11500-155916151602-13.00.00.0-11600-16590.00.0129.010.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-10-12T22:14:00.000+0000213
252012019-05-209E20363N686BR15412TYSTN11433DTWMI12161207-9.00.00.0-11200-125913541337-17.00.00.0-21300-13590.00.0443.020.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-05-20T16:16:00.000+0000917
4101252018-10-12OO20304N881AS10408ATWWI11433DTWMI14351424-11.00.00.0-11400-145916551626-29.00.00.0-21600-16590.00.0296.020.00.00.00.00.02018KATWsmall_airportAppleton International Airport918NAUSUS-WIAppletonKATWATWATW-88.5190963745, 44.258098602299995America/Chicago2018-10-12T19:35:00.000+00001129
25612019-05-069E20363N336PQ12953LGANY11057CLTNC18591852-7.00.00.0-11800-185921182057-21.00.00.0-22100-21590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-06T22:59:00.000+0000761
4101252018-10-12OO20304N440SW11433DTWMI14711SCEPA22022159-3.00.00.0-12200-225923162309-7.00.00.0-12300-23590.00.0301.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-13T02:02:00.000+0000437
252712019-05-279E20363N8877A10397ATLGA13795OAJNC15201516-4.00.00.0-11500-155916531641-12.00.00.0-11600-16590.00.0399.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-27T19:20:00.000+0000412
4101252018-10-12OO20304N766SK11337DLHMN13487MSPMN515507-8.00.00.0-10001-0559617558-19.00.00.0-20600-06590.00.0144.010.00.00.00.00.02018KDLHlarge_airportDuluth International Airport1428NAUSUS-MNDuluthKDLHDLHDLH-92.19360351559999, 46.8420982361America/Chicago2018-10-12T10:15:00.000+0000859
261452019-06-14YX20452N722YX11618EWRNJ13487MSPMN10451036-9.00.00.0-11000-105912451234-11.00.00.0-11200-12590.00.01008.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-14T14:45:00.000+0000911
4101252018-10-12OO20304N138SY11292DENCO11042CLEOH12351233-2.00.00.0-11200-125917281711-17.00.00.0-21700-17590.00.01201.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-12T18:35:00.000+0000217
25572019-05-059E20363N197PQ13931ORFVA11433DTWMI7057050.00.00.000700-0759904846-18.00.00.0-20900-09590.00.0529.030.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-05T11:05:00.000+0000058
412862018-12-08AA19805N343PN10693BNATN11298DFWTX546543-3.00.00.0-10001-0559805804-1.00.00.0-10800-08590.00.0631.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-08T11:46:00.000+000031
261452019-06-14YX20452N862RW12266IAHTX13158MAFTX16251620-5.00.00.0-11600-165917511749-2.00.00.0-11700-17590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-14T21:25:00.000+000052
4101252018-10-12OO20304N932SW14771SFOCA14487RDDCA840835-5.00.00.0-10800-0859950936-14.00.00.0-10900-09590.00.0199.010.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-12T15:40:00.000+0000514
261562019-06-15YX20452N741YX13930ORDIL10257ALBNY9009000.00.00.000900-0959115612015.05.00.001100-11590.00.0723.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-15T14:00:00.000+00000-45
4101252018-10-12OO20304N863AS11292DENCO10561BFLCA11161108-8.00.00.0-11100-115912571247-10.00.00.0-11200-12590.00.0845.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-12T17:16:00.000+0000810
261562019-06-15YX20452N723YX13930ORDIL11278DCAVA12001153-7.00.00.0-11200-125914591440-19.00.00.0-21400-14590.00.0612.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-15T17:00:00.000+00004719
4102762018-10-27OO20304N726SK16218YUMAZ14107PHXAZ550545-5.00.00.0-10001-0559644630-14.00.00.0-10600-06590.00.0160.010.00.00.00.00.02018KNYLmedium_airportYuma MCAS/Yuma International Airport213NAUSUS-AZYumaKNYLYUMNYL-114.6060028, 32.65660095America/Phoenix2018-10-27T12:50:00.000+0000514
252712019-05-279E20363N691CA11193CVGKY11618EWRNJ13001258-2.00.00.0-11300-135915021447-15.00.00.0-11500-15590.00.0569.030.00.00.00.00.02019KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2019-05-27T17:00:00.000+00004255
4102762018-10-27OO20304N750SK12892LAXCA14869SLCUT18451839-6.00.00.0-11800-185921362119-17.00.00.0-22100-21590.00.0590.030.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-28T01:45:00.000+0000617
252452019-05-249E20363N927XJ12953LGANY12451JAXFL14261422-4.00.00.0-11400-145917041639-25.00.00.0-21700-17590.00.0833.040.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-24T18:26:00.000+0000465
4102762018-10-27OO20304N923EV10980CHATN10397ATLGA800751-9.00.00.0-10800-08599019109.09.00.000900-09590.00.0106.010.00.00.00.00.02018KCHAlarge_airportLovell Field683NAUSUS-TNChattanoogaKCHACHACHA-85.20379638671875, 35.035301208496094America/New_York2018-10-27T12:00:00.000+000049-9
25612019-05-069E20363N8943A12478JFKNY13931ORFVA900854-6.00.00.0-10900-095910381010-28.00.00.0-21000-10590.00.0290.020.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-06T13:00:00.000+00004628
4102762018-10-27OO20304N272SY13930ORDIL12953LGANY930924-6.00.00.0-10900-0959123812435.05.00.001200-12590.00.0733.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-27T14:30:00.000+00006-5
261712019-06-17YX20452N646RW12266IAHTX14122PITPA725723-2.00.00.0-10700-075911161103-13.00.00.0-11100-11590.00.01117.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-17T12:25:00.000+0000213
4102762018-10-27OO20304N455SW13487MSPMN12335IMTMI11201100-20.00.00.0-21100-1159122612315.05.00.001200-12590.00.0257.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-27T16:20:00.000+000020-5
251642019-05-169E20363N294PQ11612EVVIN10397ATLGA600557-3.00.00.0-10600-065982094181.081.01.050800-08590.00.0350.020.00.081.00.00.02019KEVVmedium_airportEvansville Regional Airport418NAUSUS-INEvansvilleKEVVEVVEVV-87.5324020386, 38.0369987488America/Chicago2019-05-16T11:00:00.000+000043-121
412532018-12-05AA19805N811NN15376TUSAZ11298DFWTX809806-3.00.00.0-10800-085911211114-7.00.00.0-11100-11590.00.0813.040.00.00.00.00.02018KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2018-12-05T15:09:00.000+000037
251162019-05-119E20363N316PQ12945LEXKY10397ATLGA14051400-5.00.00.0-11400-145915351529-6.00.00.0-11500-15590.00.0304.020.00.00.00.00.02019KLEXlarge_airportBlue Grass Airport979NAUSUS-KYLexingtonKLEXLEXLEX-84.60590362548828, 38.0364990234375America/New_York2019-05-11T18:05:00.000+000056
412752018-12-07AA19805N188AN12889LASNV13303MIAFL900858-2.00.00.0-10900-095916371625-12.00.00.0-11600-16590.00.02174.090.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-07T17:00:00.000+00004212
251862019-05-189E20363N294PQ10397ATLGA12945LEXKY944941-3.00.00.0-10900-0959105611059.09.00.001000-10590.00.0304.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-18T13:44:00.000+00003-49
4121232018-12-12AA19805N197AN12889LASNV13303MIAFL900857-3.00.00.0-10900-095916371621-16.00.00.0-21600-16590.00.02174.090.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-12T17:00:00.000+00004316
263072019-06-30NK20416N515NK11697FLLFL10397ATLGA600555-5.00.00.0-10600-0659758729-29.00.00.0-20700-07590.00.0581.030.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-06-30T10:00:00.000+00004529
4102762018-10-27OO20304N929SW11292DENCO14288PUBCO20102001-9.00.00.0-12000-205921022042-20.00.00.0-22100-21590.00.0109.010.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-28T02:10:00.000+0000960
25612019-05-069E20363N930XJ12478JFKNY11433DTWMI12591256-3.00.00.0-11200-125915011450-11.00.00.0-11500-15590.00.0509.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-06T16:59:00.000+0000351
4102762018-10-27OO20304N709BR11648FCAMT11292DENCO10531048-5.00.00.0-11000-105913051303-2.00.00.0-11300-13590.00.0752.040.00.00.00.00.02018KGPImedium_airportGlacier Park International Airport2977NAUSUS-MTKalispellKGPIFCAGPI-114.25599670410156, 48.31050109863281America/Denver2018-10-27T16:53:00.000+000052
251532019-05-159E20363N904XJ12478JFKNY11433DTWMI12591258-1.00.00.0-11200-125915011447-14.00.00.0-11500-15590.00.0509.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-15T16:59:00.000+0000154
4122852018-12-28AA19805N758US11298DFWTX13244MEMTN14311429-2.00.00.0-11400-145915531540-13.00.00.0-11500-15590.00.0431.020.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-28T20:31:00.000+0000213
25132019-05-019E20363N605LR14122PITPA11433DTWMI18061755-11.00.00.0-11800-185919191900-19.00.00.0-21900-19590.00.0201.010.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-01T22:06:00.000+00005119
4102762018-10-27OO20304N916EV11013CIUMI13487MSPMN723714-9.00.00.0-10700-0759758746-12.00.00.0-10700-07590.00.0435.020.00.00.00.00.02018KCIUmedium_airportChippewa County International Airport800NAUSUS-MISault Ste MarieKCIUCIUCIU-84.47239685058594, 46.25080108642578America/New_York2018-10-27T11:23:00.000+0000912
262852019-06-28NK20416N647NK13204MCOFL11057CLTNC17421737-5.00.00.0-11700-175919231918-5.00.00.0-11900-19590.00.0468.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-28T21:42:00.000+000055
4102762018-10-27OO20304N437SW11921GJTCO14869SLCUT18361826-10.00.00.0-11800-185919401929-11.00.00.0-11900-19590.00.0216.010.00.00.00.00.02018KGJTmedium_airportGrand Junction Regional Airport4858NAUSUS-COGrand JunctionKGJTGJTGJT-108.527000427, 39.1223983765America/Denver2018-10-28T00:36:00.000+00001011
262412019-06-24NK20416N606NK11433DTWMI12889LASNV605603-2.00.00.0-10600-0659723716-7.00.00.0-10700-07590.00.01749.070.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-24T10:05:00.000+000027
4102872018-10-28OO20304N702SK13076LSEWI13930ORDIL955940-15.00.00.0-10900-095911041059-5.00.00.0-11100-11590.00.0215.010.00.00.00.00.02018KLSEmedium_airportLa Crosse Municipal Airport655NAUSUS-WILa CrosseKLSELSELSE-91.256699, 43.879002America/Chicago2018-10-28T14:55:00.000+00001545
251162019-05-119E20363N910XJ11042CLEOH12478JFKNY15361526-10.00.00.0-11500-155917241705-19.00.00.0-21700-17590.00.0425.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-11T19:36:00.000+00001019
412972018-12-09AA19805N153UW14107PHXAZ13204MCOFL1000955-5.00.00.0-11000-105916081548-20.00.00.0-21600-16590.00.01849.080.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-09T17:00:00.000+00004560
252232019-05-229E20363N197PQ13198MCIMO12953LGANY600556-4.00.00.0-10600-06591000931-29.00.00.0-21000-10590.00.01107.050.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-22T11:00:00.000+00004469
4123072018-12-30AA19805N939UW14107PHXAZ11278DCAVA949946-3.00.00.0-10900-09591559162425.025.01.011500-15590.00.01979.080.00.025.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-30T16:49:00.000+00003-65
25572019-05-059E20363N925XJ12953LGANY14321PWMME20402035-5.00.00.0-12000-205922052158-7.00.00.0-12200-22590.00.0269.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-06T00:40:00.000+0000547
4122152018-12-21AA19805N204UW12173HNLHI14107PHXAZ20572054-3.00.00.0-12000-2059602557-5.00.00.0-10600-06590.00.02917.0110.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-22T06:57:00.000+0000345
25722019-05-079E20363N228PQ10431AVLNC10397ATLGA19441939-5.00.00.0-11900-195920552030-25.00.00.0-22000-20590.00.0164.010.00.00.00.00.02019KAVLlarge_airportAsheville Regional Airport2165NAUSUS-NCAshevilleKAVLAVLAVL-82.541801, 35.436199America/New_York2019-05-07T23:44:00.000+0000525
4102872018-10-28OO20304N611SK13487MSPMN10693BNATN13451338-7.00.00.0-11300-135915481539-9.00.00.0-11500-15590.00.0695.030.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-28T18:45:00.000+000079
262412019-06-24NK20416N508NK11697FLLFL12266IAHTX830825-5.00.00.0-10800-08591020103818.018.01.011000-10590.00.0966.040.00.018.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-06-24T12:30:00.000+00005-18
4102872018-10-28OO20304N487CA10397ATLGA15323TRITN16251623-2.00.00.0-11600-165917251722-3.00.00.0-11700-17590.00.0227.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-28T20:25:00.000+000023
26752019-06-07NK20416N692NK10821BWIMD14843SJUPR945940-5.00.00.0-10900-095913451325-20.00.00.0-21300-13590.00.01565.070.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-07T13:45:00.000+0000520
4122262018-12-22AA19805N193UW11298DFWTX11292DENCO14401438-2.00.00.0-11400-145915441539-5.00.00.0-11500-15590.00.0641.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-22T20:40:00.000+000025
251052019-05-109E20363N8694A12478JFKNY14321PWMME11051056-9.00.00.0-11100-115912271223-4.00.00.0-11200-12590.00.0273.020.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-10T15:05:00.000+0000494
4102872018-10-28OO20304N418SW14869SLCUT11638FATCA11151112-3.00.00.0-11100-115912081203-5.00.00.0-11200-12590.00.0501.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-28T17:15:00.000+000035
252712019-05-279E20363N293PQ11423DSMIA13487MSPMN10561049-7.00.00.0-11000-105912061205-1.00.00.0-11200-12590.00.0232.010.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-05-27T15:56:00.000+000071
4122962018-12-29AA19805N725UW11278DCAVA14027PBIFL830823-7.00.00.0-10800-085911141043-31.00.00.0-21100-11590.00.0857.040.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-29T13:30:00.000+0000771
262152019-06-21NK20416N640NK14893SMFCA12889LASNV221222120.00.00.002200-225923452342-3.00.00.0-12300-23590.00.0397.020.00.00.00.00.02019KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2019-06-22T05:12:00.000+000003
412272018-12-02AA19805N714US13577MYRSC11057CLTNC714711-3.00.00.0-10700-07598198190.00.00.000800-08590.00.0157.010.00.00.00.00.02018KMYRmedium_airportMyrtle Beach International Airport25NAUSUS-SCMyrtle BeachKMYRMYRMYR-78.9282989502, 33.6796989441America/New_York2018-12-02T12:14:00.000+000030
251532019-05-159E20363N349PQ14122PITPA12478JFKNY610559-11.00.00.0-10600-0659744722-22.00.00.0-20700-07590.00.0340.020.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-15T10:10:00.000+00005122
4102872018-10-28OO20304N143SY15919XNAAR14771SFOCA7257250.00.00.000700-0759954942-12.00.00.0-10900-09590.00.01550.070.00.00.00.00.02018KXNAmedium_airportNorthwest Arkansas Regional Airport1287NAUSUS-ARFayetteville/Springdale/RogersKXNAXNAXNA-94.306801, 36.281898America/Chicago2018-10-28T12:25:00.000+0000012
262042019-06-20NK20416N509NK10397ATLGA15304TPAFL105510550.00.00.001000-1059122712281.01.00.001200-12590.00.0406.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-20T14:55:00.000+00000-1
4102872018-10-28OO20304N965SW11292DENCO14262PSPCA15351526-9.00.00.0-11500-155917021634-28.00.00.0-21700-17590.00.0776.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-28T21:35:00.000+0000968
252932019-05-299E20363N655CA15370TULOK10397ATLGA1007953-14.00.00.0-11000-105913051258-7.00.00.0-11300-13590.00.0674.030.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-05-29T15:07:00.000+00005447
4122262018-12-22AA19805N895NN15027STXVI13303MIAFL945932-13.00.00.0-10900-095911591135-24.00.00.0-21100-11590.00.01139.050.00.00.00.00.02018TISXmedium_airportHenry E Rohlsen Airport74NAVIVI-U-AChristianstedTISXSTXSTX-64.79859924316406, 17.701900482177734America/St_Thomas2018-12-22T13:45:00.000+00001324
251052019-05-109E20363N538CA15016STLMO12953LGANY18591847-12.00.00.0-11800-185922272204-23.00.00.0-22200-22590.00.0888.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-10T23:59:00.000+00001223
412642018-12-06AA19805N864NN10423AUSTX11298DFWTX801754-7.00.00.0-10800-08599149151.01.00.000900-09590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-12-06T14:01:00.000+000047-1
262262019-06-22NK20416N526NK12889LASNV10800BURCA18001753-7.00.00.0-11800-185919081855-13.00.00.0-11900-19590.00.0223.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-23T01:00:00.000+00004753
4121822018-12-18AA19805N909AM12889LASNV11298DFWTX904902-2.00.00.0-10900-0959134113432.02.00.001300-13590.00.01055.050.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-18T17:04:00.000+00002-2
25942019-05-099E20363N909XJ10785BTVVT11433DTWMI550543-7.00.00.0-10001-0559748733-15.00.00.0-10700-07590.00.0537.030.00.00.00.00.02019KBTVmedium_airportBurlington International Airport335NAUSUS-VTBurlingtonKBTVBTVBTV-73.15329742429999, 44.471900939899996America/New_York2019-05-09T09:50:00.000+0000715
412162018-12-01AA19805N991AU11298DFWTX14679SANCA935931-4.00.00.0-10900-0959104410528.08.00.001000-10590.00.01171.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-01T15:35:00.000+00004-8
251752019-05-179E20363N310PQ10397ATLGA15370TULOK14311424-7.00.00.0-11400-145915391507-32.00.00.0-21500-15590.00.0674.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-17T18:31:00.000+0000732
410552018-10-05AA19805N121AN13303MIAFL13204MCOFL850844-6.00.00.0-10800-0859955941-14.00.00.0-10900-09590.00.0192.010.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-05T12:50:00.000+0000614
252822019-05-289E20363N197PQ10781BTRLA10397ATLGA12061159-7.00.00.0-11200-125914391421-18.00.00.0-21400-14590.00.0448.020.00.00.00.00.02019KBTRmedium_airportBaton Rouge Metropolitan Airport70NAUSUS-LABaton RougeKBTRBTRBTR-91.149597, 30.533199America/Chicago2019-05-28T17:06:00.000+00004718
4102542018-10-25AA19805N112AN12892LAXCA12478JFKNY12451239-6.00.00.0-11200-125921202107-13.00.00.0-12100-21590.00.02475.0100.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-25T19:45:00.000+0000613
252712019-05-27DL19790N868DN12892LAXCA14869SLCUT20001959-1.00.00.0-12000-205922542240-14.00.00.0-12200-22590.00.0590.030.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-28T03:00:00.000+00004114
4101732018-10-17AA19805N101NN12478JFKNY10721BOSMA15301523-7.00.00.0-11500-155916531641-12.00.00.0-11600-16590.00.0187.010.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-17T19:30:00.000+0000712
261122019-06-11NK20416N612NK13198MCIMO13204MCOFL13051259-6.00.00.0-11300-135916501640-10.00.00.0-11600-16590.00.01072.050.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-06-11T18:05:00.000+00004610
4102762018-10-27AA19805N121AN12892LAXCA12982LIHHI17251720-5.00.00.0-11700-1759202020200.00.00.002000-20590.00.02615.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-28T00:25:00.000+000050
261452019-06-14NK20416N665NK12953LGANY11697FLLFL10591055-4.00.00.0-11000-1059141014133.03.00.001400-14590.00.01076.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-14T14:59:00.000+00004-3
410332018-10-03AA19805N132AN12892LAXCA12173HNLHI16551647-8.00.00.0-11600-165919461928-18.00.00.0-21900-19590.00.02556.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-03T23:55:00.000+0000818
261122019-06-11NK20416N650NK12889LASNV11298DFWTX19201912-8.00.00.0-11900-195923592349-10.00.00.0-12300-23590.00.01055.050.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-12T02:20:00.000+0000810
4122042018-12-20AA19805N949AN14679SANCA12478JFKNY21392134-5.00.00.0-12100-215955561520.020.01.010001-05590.00.02446.0100.00.020.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-21T05:39:00.000+00005-60
261342019-06-13NK20416N523NK12889LASNV11298DFWTX10459-5.00.00.0-10001-0559541537-4.00.00.0-10001-05590.00.01055.050.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-13T08:04:00.000+0000454
412312018-12-03AA19805N946AN12892LAXCA12889LASNV14101405-5.00.00.0-11400-145915221511-11.00.00.0-11500-15590.00.0236.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-03T22:10:00.000+0000511
252822019-05-28DL19790N943AT13198MCIMO13487MSPMN647645-2.00.00.0-10600-06598158216.06.00.000800-08590.00.0393.020.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-28T11:47:00.000+00002-6
4102762018-10-27AA19805N837AW14683SATTX14107PHXAZ815806-9.00.00.0-10800-0859900833-27.00.00.0-20900-09590.00.0843.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-10-27T13:15:00.000+0000967
252822019-05-28DL19790N877DN14869SLCUT13487MSPMN15201517-3.00.00.0-11500-155918541843-11.00.00.0-11800-18590.00.0991.040.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T21:20:00.000+0000311
4121672018-12-16AA19805N120EE11298DFWTX12892LAXCA17401737-3.00.00.0-11700-175919001851-9.00.00.0-11900-19590.00.01235.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-16T23:40:00.000+0000349
252822019-05-28DL19790N346DN13303MIAFL12953LGANY11301129-1.00.00.0-11100-1159143114365.05.00.001400-14590.00.01096.050.00.00.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-28T15:30:00.000+00001-5
4122042018-12-20AA19805N339PL14908SNACA11298DFWTX17301729-1.00.00.0-11700-175922202212-8.00.00.0-12200-22590.00.01205.050.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-21T01:30:00.000+000018
252822019-05-28DL19790N969DL10599BHMAL10397ATLGA11261125-1.00.00.0-11100-115913291327-2.00.00.0-11300-13590.00.0134.010.00.00.00.00.02019KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2019-05-28T16:26:00.000+000012
4102172018-10-21AA19805N814AW14027PBIFL14100PHLPA16301621-9.00.00.0-11600-165919141854-20.00.00.0-21900-19590.00.0951.040.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-10-21T20:30:00.000+0000960
252822019-05-28DL19790N927DN10397ATLGA10529BDLCT16001557-3.00.00.0-11600-165918161812-4.00.00.0-11800-18590.00.0859.040.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-28T20:00:00.000+0000434
4102912018-10-29AA19805N542UW14679SANCA11057CLTNC620614-6.00.00.0-10600-065914051350-15.00.00.0-11400-14590.00.02077.090.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-29T13:20:00.000+0000655
252822019-05-28DL19790N535US14869SLCUT10397ATLGA820817-3.00.00.0-10800-085914051342-23.00.00.0-21400-14590.00.01590.070.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T14:20:00.000+0000363
4101952018-10-19AA19805N919US11057CLTNC14771SFOCA164916490.00.00.001600-165919301910-20.00.00.0-21900-19590.00.02296.0100.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-10-19T20:49:00.000+0000020
261342019-06-13NK20416N636NK12889LASNV14679SANCA18041758-6.00.00.0-11800-185919151907-8.00.00.0-11900-19590.00.0258.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-14T01:04:00.000+0000468
4122962018-12-29AA19805N851NN14100PHLPA11298DFWTX508504-4.00.00.0-10001-055980481713.013.00.000800-08590.00.01303.060.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-29T10:08:00.000+00004-13
252822019-05-28DL19790N932AT10397ATLGA11057CLTNC17151711-4.00.00.0-11700-175918301816-14.00.00.0-11800-18590.00.0226.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-28T21:15:00.000+0000414
4123072018-12-30AA19805N899NN11298DFWTX11278DCAVA15191516-3.00.00.0-11500-155919001855-5.00.00.0-11900-19590.00.01192.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-30T21:19:00.000+0000345
252822019-05-28DL19790N842DN12478JFKNY14747SEAWA16301629-1.00.00.0-11600-165919491942-7.00.00.0-11900-19590.00.02422.0100.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-28T20:30:00.000+000017
4101512018-10-15AA19805N657AW15304TPAFL14107PHXAZ720714-6.00.00.0-10700-07598599012.02.00.000800-08590.00.01788.080.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-15T11:20:00.000+00006-42
252822019-05-28DL19790N983DL14685SAVGA10397ATLGA630627-3.00.00.0-10600-0659734725-9.00.00.0-10700-07590.00.0214.010.00.00.00.00.02019KSAVlarge_airportSavannah Hilton Head International Airport50NAUSUS-GASavannahKSAVSAVSAV-81.20210266, 32.12760162America/New_York2019-05-28T10:30:00.000+000039
4103022018-10-30AA19805N961NN12892LAXCA12889LASNV14051402-3.00.00.0-11400-1459152115232.02.00.001500-15590.00.0236.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-30T21:05:00.000+00003-2
252822019-05-28DL19790N685DA13204MCOFL10397ATLGA820818-2.00.00.0-10800-0859955939-16.00.00.0-20900-09590.00.0404.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-28T12:20:00.000+0000216
412532018-12-05AA19805N9677W11298DFWTX14193PNSFL13001255-5.00.00.0-11300-135914381421-17.00.00.0-21400-14590.00.0604.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-05T19:00:00.000+00004517
252822019-05-28DL19790N102DU14869SLCUT11298DFWTX111511150.00.00.001100-1159145814591.01.00.001400-14590.00.0989.040.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T17:15:00.000+00000-1
410662018-10-06AA19805N909AM10423AUSTX11298DFWTX508503-5.00.00.0-10001-0559614558-16.00.00.0-20600-06590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-06T10:08:00.000+0000556
261342019-06-13YV20378N8535614492RDUNC12264IADVA15001456-4.00.00.0-11500-15591614162915.015.01.011600-16590.00.0224.010.00.015.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-06-13T19:00:00.000+000044-15
4102212018-10-22AA19805N141NN10423AUSTX11298DFWTX508501-7.00.00.0-10001-0559614602-12.00.00.0-10600-06590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-22T10:08:00.000+0000712
252822019-05-28DL19790N853DN14771SFOCA10397ATLGA14091401-8.00.00.0-11400-145921592137-22.00.00.0-22100-21590.00.02139.090.00.00.00.00.02019KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2019-05-28T21:09:00.000+0000822
4102762018-10-27AA19805N961AN13303MIAFL11298DFWTX121612160.00.00.001200-1259142414328.08.00.001400-14590.00.01121.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-27T16:16:00.000+00000-8
252822019-05-28DL19790N966AT14492RDUNC11697FLLFL11201116-4.00.00.0-11100-115913371313-24.00.00.0-21300-13590.00.0680.030.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-28T15:20:00.000+0000424
4103022018-10-30AA19805N186AN13303MIAFL12478JFKNY18251823-2.00.00.0-11800-185921262109-17.00.00.0-22100-21590.00.01089.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-30T22:25:00.000+0000217
261822019-06-18YV20378N8931310994CHSSC12266IAHTX17001650-10.00.00.0-11700-175918411829-12.00.00.0-11800-18590.00.0925.040.00.00.00.00.02019KCHSlarge_airportCharleston Air Force Base-International Airport46NAUSUS-SCCharlestonKCHSCHSCHS-80.04049683, 32.89860153America/New_York2019-06-18T21:00:00.000+00005012
4102652018-10-26AA19805N957NN13303MIAFL11298DFWTX700659-1.00.00.0-10700-07599149195.05.00.000900-09590.00.01121.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-26T11:00:00.000+000041-5
261562019-06-15YV20378N510MJ12264IADVA14685SAVGA123012300.00.00.001200-1259141314152.02.00.001400-14590.00.0515.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-15T16:30:00.000+00000-2
412272018-12-02B620409N746JB11697FLLFL13930ORDIL22062205-1.00.00.0-12200-225985-3.00.00.0-10001-05590.00.01182.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-03T03:06:00.000+000013
262152019-06-21YV20378N8931712266IAHTX13256MFETX100010000.00.00.001000-10591114112511.011.00.001100-11590.00.0316.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-21T15:00:00.000+00000-11
4122372018-12-23B620409N705JB10721BOSMA11697FLLFL530527-3.00.00.0-10001-0559902843-19.00.00.0-20900-09590.00.01237.050.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-23T10:30:00.000+0000359
262042019-06-20YV20378N8631212266IAHTX14100PHLPA750745-5.00.00.0-10700-075912181205-13.00.00.0-11200-12590.00.01325.060.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-20T12:50:00.000+0000513
4122262018-12-22B620409N568JB11697FLLFL10721BOSMA13391335-4.00.00.0-11300-1359165116543.03.00.001600-16590.00.01237.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-22T18:39:00.000+00004-3
26972019-06-09YV20378N8631112266IAHTX13487MSPMN14201419-1.00.00.0-11400-145917091702-7.00.00.0-11700-17590.00.01034.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-09T19:20:00.000+000017
4122962018-12-29B620409N984JB14771SFOCA11697FLLFL935934-1.00.00.0-10900-095918001756-4.00.00.0-11800-18590.00.02584.0110.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-29T17:35:00.000+0000144
262372019-06-23YV20378N519LR12264IADVA14122PITPA845838-7.00.00.0-10800-0859941928-13.00.00.0-10900-09590.00.0182.010.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-23T12:45:00.000+0000713
4122262018-12-22B620409N337JB11278DCAVA12451JAXFL1000948-12.00.00.0-11000-105912151140-35.00.00.0-21200-12590.00.0634.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-22T15:00:00.000+00005275
261342019-06-13YV20378N503MJ12264IADVA14685SAVGA12301229-1.00.00.0-11200-1259141314163.03.00.001400-14590.00.0515.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-13T16:30:00.000+00001-3
4122262018-12-22B620409N979JB10721BOSMA14771SFOCA15291525-4.00.00.0-11500-155919301910-20.00.00.0-21900-19590.00.02704.0110.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-22T20:29:00.000+0000420
26862019-06-08YV20378N8931713158MAFTX12266IAHTX13571356-1.00.00.0-11300-135915291516-13.00.00.0-11500-15590.00.0429.020.00.00.00.00.02019KMAFmedium_airportMidland International Airport2871NAUSUS-TXMidlandKMAFMAFMAF-102.2020034790039, 31.9424991607666America/Chicago2019-06-08T18:57:00.000+0000113
4102432018-10-24AA19805N9626F11298DFWTX11193CVGKY10261020-6.00.00.0-11000-105913321323-9.00.00.0-11300-13590.00.0812.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-24T15:26:00.000+000069
252932019-05-29DL19790N818DA10140ABQNM10397ATLGA610609-1.00.00.0-10600-065911051047-18.00.00.0-21100-11590.00.01269.060.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-05-29T12:10:00.000+0000158
410552018-10-05AA19805N865NN11292DENCO11298DFWTX622616-6.00.00.0-10600-0659925912-13.00.00.0-10900-09590.00.0641.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-05T12:22:00.000+0000613
252932019-05-29DL19790N363DN12953LGANY13303MIAFL12441241-3.00.00.0-11200-1259155816013.03.00.001500-15590.00.01096.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-29T16:44:00.000+00003-43
4102872018-10-28AA19805N969NN11298DFWTX14908SNACA945935-10.00.00.0-10900-095910521041-11.00.00.0-11000-10590.00.01205.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-28T14:45:00.000+00001011
25942019-05-09DL19790N104DU11433DTWMI11298DFWTX16001558-2.00.00.0-11600-1659175817580.00.00.001700-17590.00.0986.040.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-09T20:00:00.000+0000420
412272018-12-02B620409N283JB11697FLLFL14524RICVA13591353-6.00.00.0-11300-13591612163220.020.01.011600-16590.00.0805.040.00.020.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-02T18:59:00.000+00006-20
25942019-05-09DL19790N325US13487MSPMN10397ATLGA11151111-4.00.00.0-11100-115914401434-6.00.00.0-11400-14590.00.0907.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-09T16:15:00.000+000046
410332018-10-03AA19805N9617R11986GRRMI11298DFWTX746739-7.00.00.0-10700-0759934916-18.00.00.0-20900-09590.00.0931.040.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-03T11:46:00.000+0000718
26162019-06-01YV20378N8832710529BDLCT12264IADVA10301025-5.00.00.0-11000-105911501144-6.00.00.0-11100-11590.00.0326.020.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-06-01T14:30:00.000+000056
4102432018-10-24AA19805N9616G11986GRRMI11298DFWTX746742-4.00.00.0-10700-0759934926-8.00.00.0-10900-09590.00.0931.040.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-24T11:46:00.000+000048
25942019-05-09DL19790N350NA14492RDUNC10397ATLGA5305300.00.00.000001-0559650649-1.00.00.0-10600-06590.00.0356.020.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-09T09:30:00.000+000001
4102322018-10-23AA19805N346PR11298DFWTX12339INDIN18351832-3.00.00.0-11800-185921482132-16.00.00.0-22100-21590.00.0761.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-23T23:35:00.000+0000316
262262019-06-22YV20378N8631111140CRPTX12266IAHTX545540-5.00.00.0-10001-05596406433.03.00.000600-06590.00.0201.010.00.00.00.00.02019KCRPlarge_airportCorpus Christi International Airport44NAUSUS-TXCorpus ChristiKCRPCRPCRP-97.5011978149414, 27.77039909362793America/Chicago2019-06-22T10:45:00.000+00005-3
4121452018-12-14B620409N643JB11697FLLFL11042CLEOH20101959-11.00.00.0-12000-205922592238-21.00.00.0-22200-22590.00.01062.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-15T01:10:00.000+00005121
261012019-06-10YV20378N8034811057CLTNC12266IAHTX15001457-3.00.00.0-11500-155916501615-35.00.00.0-21600-16590.00.0912.040.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-10T19:00:00.000+00004335
412642018-12-06B620409N374JB13933ORHMA12478JFKNY600545-15.00.00.0-10600-0659659657-2.00.00.0-10600-06590.00.0150.010.00.00.00.00.02018KORHmedium_airportWorcester Regional Airport1009NAUSUS-MAWorcesterKORHORHORH-71.87570190429688, 42.26729965209961America/New_York2018-12-06T11:00:00.000+0000552
262632019-06-26YV20378N518LR12264IADVA15096SYRNY22002157-3.00.00.0-12200-225923172301-16.00.00.0-22300-23590.00.0296.020.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-27T02:00:00.000+00004316
4123072018-12-30B620409N653JB11697FLLFL10821BWIMD21302126-4.00.00.0-12100-215923552345-10.00.00.0-12300-23590.00.0925.040.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-31T02:30:00.000+0000410
25942019-05-09DL19790N673DL13204MCOFL10397ATLGA620615-5.00.00.0-10600-0659757737-20.00.00.0-20700-07590.00.0404.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-09T10:20:00.000+0000520
412862018-12-08B620409N358JB12478JFKNY10792BUFNY959955-4.00.00.0-10900-095911221115-7.00.00.0-11100-11590.00.0301.020.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-08T14:59:00.000+000047
26752019-06-07YV20378N8630912264IADVA12217HSVAL17101708-2.00.00.0-11700-175918171810-7.00.00.0-11800-18590.00.0596.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-07T21:10:00.000+000027
4121672018-12-16B620409N337JB11298DFWTX10721BOSMA17521740-12.00.00.0-11700-175922272212-15.00.00.0-12200-22590.00.01562.070.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-16T23:52:00.000+00001215
261342019-06-13YV20378N8332913487MSPMN12264IADVA17451744-1.00.00.0-11700-1759211521161.01.00.002100-21590.00.0908.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-13T22:45:00.000+00001-1
412862018-12-08B620409N216JB12478JFKNY10721BOSMA22552254-1.00.00.0-12200-22594106.06.00.000001-05590.00.0187.010.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-09T03:55:00.000+00001-6
261452019-06-14YV20378N8534012266IAHTX11298DFWTX100010000.00.00.001000-1059111411173.03.00.001100-11590.00.0224.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-14T15:00:00.000+00000-3
4101032018-10-10AA19805N157AA11298DFWTX12889LASNV910903-7.00.00.0-10900-095910111008-3.00.00.0-11000-10590.00.01055.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-10T14:10:00.000+000073
251752019-05-17DL19790N694DL14908SNACA11433DTWMI115011500.00.00.001100-115919101844-26.00.00.0-21900-19590.00.01960.080.00.00.00.00.02019KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2019-05-17T18:50:00.000+0000066
410922018-10-09AA19805N992AU12889LASNV11298DFWTX11041101-3.00.00.0-11100-11591550165161.061.01.041500-15590.00.01055.050.00.061.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-10-09T18:04:00.000+00003-101
262632019-06-26EV20366N1456812217HSVAL12266IAHTX12321227-5.00.00.0-11200-1259143014399.09.00.001400-14590.00.0595.030.00.00.00.00.02019KHSVlarge_airportHuntsville International Carl T Jones Field629NAUSUS-ALHuntsvilleKHSVHSVHSV-86.775100708008, 34.637199401855America/Chicago2019-06-26T17:32:00.000+00005-9
4102432018-10-24AA19805N110AN12478JFKNY14771SFOCA172917290.00.00.001700-175921082052-16.00.00.0-22100-21590.00.02586.0110.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-24T21:29:00.000+0000056
251862019-05-18DL19790N3770012892LAXCA13495MSYLA930925-5.00.00.0-10900-095915161444-32.00.00.0-21500-15590.00.01670.070.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-18T16:30:00.000+0000572
410332018-10-03AA19805N358PW12266IAHTX11057CLTNC5185180.00.00.000001-05598468526.06.00.000800-08590.00.0912.040.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-03T10:18:00.000+00000-6
262962019-06-29G420368262NV14082PGDFL14952SPIIL12181157-21.00.00.0-21200-125913451315-30.00.00.0-21300-13590.00.0994.040.00.00.00.00.02019KPGDsmall_airportCharlotte County Airport26NAUSUS-FLPunta GordaKPGDPGDPGD-81.9905014, 26.92020035America/New_York2019-06-29T16:18:00.000+00006130
412752018-12-07B620409N296JB10721BOSMA11278DCAVA16161610-6.00.00.0-11600-165917581756-2.00.00.0-11700-17590.00.0399.020.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-07T21:16:00.000+000062
251862019-05-18DL19790N341DN11433DTWMI13485MSNWI20202016-4.00.00.0-12000-205920352023-12.00.00.0-12000-20590.00.0311.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-19T00:20:00.000+0000412
410552018-10-05AA19805N314RH10721BOSMA13303MIAFL722719-3.00.00.0-10700-075911001020-40.00.00.0-21100-11590.00.01258.060.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-05T11:22:00.000+0000380
251862019-05-18DL19790N919DN14986SRQFL10397ATLGA725723-2.00.00.0-10700-07599029108.08.00.000900-09590.00.0444.020.00.00.00.00.02019KSRQlarge_airportSarasota Bradenton International Airport30NAUSUS-FLSarasota/BradentonKSRQSRQSRQ-82.55439758300781, 27.39539909362793America/New_York2019-05-18T11:25:00.000+00002-8
410112018-10-01AA19805N941NN15370TULOK13930ORDIL546536-10.00.00.0-10001-0559744728-16.00.00.0-20700-07590.00.0585.030.00.00.00.00.02018KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2018-10-01T10:46:00.000+00001016
261672019-06-16G420368257NV12223HTSWV15624VPSFL959941-18.00.00.0-20900-095910461037-9.00.00.0-11000-10590.00.0589.030.00.00.00.00.02019KHTSlarge_airportTri-State/Milton J. Ferguson Field828NAUSUS-WVHuntingtonKHTSHTSHTS-82.55799866, 38.36669922America/New_York2019-06-16T13:59:00.000+0000189
412752018-12-07B620409N905JB12478JFKNY14843SJUPR13291325-4.00.00.0-11300-135918171803-14.00.00.0-11800-18590.00.01598.070.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-07T18:29:00.000+0000414
251862019-05-18DL19790N105DU10721BOSMA12953LGANY700655-5.00.00.0-10700-0759830756-34.00.00.0-20800-08590.00.0184.010.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-18T11:00:00.000+00004574
4122372018-12-23DL19790N948AT13487MSPMN13930ORDIL15231521-2.00.00.0-11500-1559165917078.08.00.001600-16590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-23T21:23:00.000+00002-48
262372019-06-23G420368246NV15412TYSTN15624VPSFL903900-3.00.00.0-10900-0959924913-11.00.00.0-10900-09590.00.0395.020.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-06-23T13:03:00.000+0000311
4102542018-10-25AA19805N846NN13303MIAFL10397ATLGA701659-2.00.00.0-10700-07598589057.07.00.000800-08590.00.0594.030.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-25T11:01:00.000+000042-47
26752019-06-07OO20304N986SW13930ORDIL11337DLHMN12501246-4.00.00.0-11200-125914321406-26.00.00.0-21400-14590.00.0397.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-07T17:50:00.000+0000426
4101512018-10-15AA19805N324RA14492RDUNC13303MIAFL535531-4.00.00.0-10001-0559747732-15.00.00.0-10700-07590.00.0700.030.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-15T09:35:00.000+0000415
261452019-06-14OO20304N659BR12389ISNND13487MSPMN17451734-11.00.00.0-11700-17591938195113.013.00.001900-19590.00.0546.030.00.00.00.00.02019KISNmedium_airportSloulin Field International Airport1982NAUSUS-NDWillistonKISNISNISN-103.641998291, 48.177898407America/Chicago2019-06-14T22:45:00.000+000011-13
4122412018-12-24DL19790N359DN15304TPAFL13487MSPMN14411427-14.00.00.0-11400-145917021650-12.00.00.0-11700-17590.00.01306.060.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-24T19:41:00.000+00001452
251862019-05-18DL19790N305DN13204MCOFL12478JFKNY11531151-2.00.00.0-11100-115914321429-3.00.00.0-11400-14590.00.0944.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-18T15:53:00.000+000023
410552018-10-05AA19805N993AN10721BOSMA11298DFWTX10091001-8.00.00.0-11000-105913261253-33.00.00.0-21300-13590.00.01562.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-05T14:09:00.000+0000873
251862019-05-18DL19790N3761R10299ANCAK14747SEAWA15251508-17.00.00.0-21500-155919501946-4.00.00.0-11900-19590.00.01448.060.00.00.00.00.02019PANClarge_airportTed Stevens Anchorage International Airport152NAUSUS-AKAnchoragePANCANCANC-149.99600219726562, 61.174400329589844America/Anchorage2019-05-18T23:25:00.000+0000174
4101732018-10-17AA19805N929AA12892LAXCA11298DFWTX17051658-7.00.00.0-11700-175922092150-19.00.00.0-22200-22590.00.01235.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-18T00:05:00.000+00004759
251862019-05-18DL19790N925AT10397ATLGA11995GSONC14561453-3.00.00.0-11400-145916101601-9.00.00.0-11600-16590.00.0306.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-18T18:56:00.000+000039
4122412018-12-24DL19790N980AT10397ATLGA11995GSONC10141009-5.00.00.0-11000-105911281112-16.00.00.0-21100-11590.00.0306.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-24T15:14:00.000+0000516
25132019-05-01OO20304N178SY14831SJCCA10800BURCA19501938-12.00.00.0-11900-195920552044-11.00.00.0-12000-20590.00.0296.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-05-02T02:50:00.000+00001211
410552018-10-05AA19805N974AN11298DFWTX11618EWRNJ12401239-1.00.00.0-11200-125917041656-8.00.00.0-11700-17590.00.01372.060.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-05T17:40:00.000+0000148
261452019-06-14OO20304N960SW14814SHVLA11292DENCO700650-10.00.00.0-10700-0759841826-15.00.00.0-10800-08590.00.0792.040.00.00.00.00.02019KSHVmedium_airportShreveport Regional Airport258NAUSUS-LAShreveportKSHVSHVSHV-93.8256, 32.446602America/Chicago2019-06-14T12:00:00.000+00005015
4122412018-12-24DL19790N376DA10693BNATN14869SLCUT17551748-7.00.00.0-11700-175920562031-25.00.00.0-22000-20590.00.01404.060.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-24T23:55:00.000+0000725
261452019-06-14OO20304N743SK10693BNATN11292DENCO17461744-2.00.00.0-11700-17591939204364.064.01.041900-19590.00.01014.050.00.064.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-14T22:46:00.000+00002-104
4122412018-12-24DL19790N312US11697FLLFL10721BOSMA11351124-11.00.00.0-11100-115914541427-27.00.00.0-21400-14590.00.01237.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-24T16:35:00.000+00001127
25722019-05-07OO20304N264SY14869SLCUT15376TUSAZ20462044-2.00.00.0-12000-2059215221564.04.00.002100-21590.00.0601.030.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-08T02:46:00.000+00002-4
4122412018-12-24DL19790N592NW13487MSPMN13204MCOFL845844-1.00.00.0-10800-085913241248-36.00.00.0-21300-13590.00.01310.060.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-24T14:45:00.000+0000176
261452019-06-14OO20304N202SY11292DENCO14683SATTX10591056-3.00.00.0-11000-105914111400-11.00.00.0-11400-14590.00.0794.040.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-14T16:59:00.000+0000311
4122412018-12-24DL19790N624AG12478JFKNY14679SANCA8108100.00.00.000800-085911411121-20.00.00.0-21100-11590.00.02446.0100.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-24T13:10:00.000+0000020
261452019-06-14OO20304N869AS14679SANCA12892LAXCA17501744-6.00.00.0-11700-17591845185712.012.00.001800-18590.00.0109.010.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-15T00:50:00.000+00006-12
4103132018-10-31AA19805N863NN14107PHXAZ10721BOSMA15301526-4.00.00.0-11500-155923202300-20.00.00.0-22300-23590.00.02300.0100.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-31T22:30:00.000+0000420
261452019-06-14OO20304N874AS12884LANMI13930ORDIL18151805-10.00.00.0-11800-185918221804-18.00.00.0-21800-18590.00.0179.010.00.00.00.00.02019KLANmedium_airportCapital City Airport861NAUSUS-MILansingKLANLANLAN-84.58740234375, 42.77870178222656America/Detroit2019-06-14T22:15:00.000+00001018
4122412018-12-24DL19790N916DL13931ORFVA10397ATLGA540534-6.00.00.0-10001-0559735722-13.00.00.0-10700-07590.00.0516.030.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-12-24T10:40:00.000+0000613
251752019-05-17OO20304N213SY10849BZNMT12892LAXCA13411338-3.00.00.0-11300-135915281506-22.00.00.0-21500-15590.00.0902.040.00.00.00.00.02019KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2019-05-17T19:41:00.000+0000322
4103022018-10-30AA19805N163AA12892LAXCA13930ORDIL18151808-7.00.00.0-11800-1859172350-27.00.00.0-20001-05590.00.01744.070.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-31T01:15:00.000+00007-2333
261562019-06-15OO20304N719SK14107PHXAZ14489RDMOR20262021-5.00.00.0-12000-205922552243-12.00.00.0-12200-22590.00.0893.040.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-16T03:26:00.000+0000512
4122522018-12-25DL19790N348NW13204MCOFL10721BOSMA19591953-6.00.00.0-11900-195922532234-19.00.00.0-22200-22590.00.01121.050.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-26T00:59:00.000+0000619
261562019-06-15OO20304N431SW10627BISND13487MSPMN17251719-6.00.00.0-11700-175918551840-15.00.00.0-11800-18590.00.0386.020.00.00.00.00.02019KBISmedium_airportBismarck Municipal Airport1661NAUSUS-NDBismarckKBISBISBIS-100.74600219726562, 46.772701263427734America/Chicago2019-06-15T22:25:00.000+0000615
4122522018-12-25DL19790N976DL10397ATLGA11267DAYOH14001357-3.00.00.0-11400-145915311523-8.00.00.0-11500-15590.00.0432.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T19:00:00.000+0000438
251862019-05-18OO20304N760SK13930ORDIL10713BOIID950949-1.00.00.0-10900-095912391231-8.00.00.0-11200-12590.00.01437.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-18T14:50:00.000+000018
410552018-10-05AA19805N988AL11298DFWTX13204MCOFL16541653-1.00.00.0-11600-1659203020300.00.00.002000-20590.00.0985.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-05T21:54:00.000+000010
261562019-06-15OO20304N461SW12280IDAID14869SLCUT755750-5.00.00.0-10700-0759856841-15.00.00.0-10800-08590.00.0188.010.00.00.00.00.02019KIDAmedium_airportIdaho Falls Regional Airport4744NAUSUS-IDIdaho FallsKIDAIDAIDA-112.070999, 43.514599America/Boise2019-06-15T13:55:00.000+0000515
4122522018-12-25DL19790N807DN14869SLCUT14057PDXOR20302024-6.00.00.0-12000-205921422131-11.00.00.0-12100-21590.00.0630.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-26T03:30:00.000+0000611
251862019-05-18OO20304N191SY14908SNACA14831SJCCA17001646-14.00.00.0-11700-175918201800-20.00.00.0-21800-18590.00.0342.020.00.00.00.00.02019KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2019-05-19T00:00:00.000+00005420
4122522018-12-25DL19790N803NW14107PHXAZ10397ATLGA14201417-3.00.00.0-11400-145919531933-20.00.00.0-21900-19590.00.01587.070.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-25T21:20:00.000+0000320
251862019-05-18OO20304N554CA10781BTRLA10397ATLGA130013000.00.00.001300-1359153215364.04.00.001500-15590.00.0448.020.00.00.00.00.02019KBTRmedium_airportBaton Rouge Metropolitan Airport70NAUSUS-LABaton RougeKBTRBTRBTR-91.149597, 30.533199America/Chicago2019-05-18T18:00:00.000+00000-4
4122522018-12-25DL19790N329NW10397ATLGA11298DFWTX162116210.00.00.001600-1659174917512.02.00.001700-17590.00.0731.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T21:21:00.000+00000-2
261562019-06-15OO20304N937EV14689SBACA12892LAXCA10321030-2.00.00.0-11000-105911321129-3.00.00.0-11100-11590.00.089.010.00.00.00.00.02019KSBAmedium_airportSanta Barbara Municipal Airport13NAUSUS-CASanta BarbaraKSBASBASBA-119.8399963, 34.42620087America/Los_Angeles2019-06-15T17:32:00.000+000023
4122522018-12-25DL19790N684DA10397ATLGA11697FLLFL13001255-5.00.00.0-11300-135914471427-20.00.00.0-21400-14590.00.0581.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T18:00:00.000+00004520
261562019-06-15OO20304N203SY11292DENCO12441JACWY805758-7.00.00.0-10800-08599379381.01.00.000900-09590.00.0406.020.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-15T14:05:00.000+000047-1
4102432018-10-24DL19790N960AT14057PDXOR14747SEAWA600559-1.00.00.0-10600-0659704651-13.00.00.0-10700-07590.00.0129.010.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-10-24T13:00:00.000+00004153
251862019-05-18OO20304N154SY11292DENCO11503EGECO20222020-2.00.00.0-12000-205921172102-15.00.00.0-12100-21590.00.0120.010.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-19T02:22:00.000+0000215
4102432018-10-24DL19790N837DN13198MCIMO10397ATLGA18461839-7.00.00.0-11800-185921452122-23.00.00.0-22100-21590.00.0692.030.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-24T23:46:00.000+0000723
251862019-05-18OO20304N939SW11109COSCO11292DENCO740737-3.00.00.0-10700-0759839838-1.00.00.0-10800-08590.00.073.010.00.00.00.00.02019KCOSlarge_airportCity of Colorado Springs Municipal Airport6187NAUSUS-COColorado SpringsKCOSCOSCOS-104.700996, 38.805801America/Denver2019-05-18T13:40:00.000+000031
4102432018-10-24DL19790N982DL10397ATLGA10693BNATN11561153-3.00.00.0-11100-115912001154-6.00.00.0-11200-12590.00.0214.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-24T15:56:00.000+0000346
251862019-05-18OO20304N206SY11292DENCO11109COSCO18501849-1.00.00.0-11800-185919421930-12.00.00.0-11900-19590.00.073.010.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-19T00:50:00.000+0000112
4102432018-10-24DL19790N323DN10721BOSMA10397ATLGA815814-1.00.00.0-10800-0859105711003.03.00.001000-10590.00.0946.040.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-24T12:15:00.000+00001-43
251862019-05-18OO20304N153SY14004PAEWA11292DENCO600553-7.00.00.0-10600-0659948936-12.00.00.0-10900-09590.00.01036.050.00.00.00.00.02019KPAEmedium_airportSnohomish County (Paine Field) Airport606NAUSUS-WAEverettKPAEPAEPAE-122.2819977, 47.90629959America/Los_Angeles2019-05-18T13:00:00.000+00004712
4122522018-12-25DL19790N845DN10397ATLGA12451JAXFL15071506-1.00.00.0-11500-155916161606-10.00.00.0-11600-16590.00.0270.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T20:07:00.000+0000110
261672019-06-16OO20304N755SK11823FWAIN11298DFWTX759752-7.00.00.0-10700-07599339396.06.00.000900-09590.00.0859.040.00.00.00.00.02019KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2019-06-16T11:59:00.000+00007-6
4122522018-12-25DL19790N365NW11278DCAVA10397ATLGA1000958-2.00.00.0-11000-105911551146-9.00.00.0-11100-11590.00.0547.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-25T15:00:00.000+0000429
251972019-05-19OO20304N740SK11298DFWTX14588ROWNM22192217-2.00.00.0-12200-225923002250-10.00.00.0-12300-23590.00.0435.020.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-20T03:19:00.000+0000250
4102432018-10-24DL19790N962DN10693BNATN11433DTWMI615610-5.00.00.0-10600-0659858851-7.00.00.0-10800-08590.00.0456.020.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-10-24T11:15:00.000+000057
261672019-06-16OO20304N898SK13485MSNWI11433DTWMI13111307-4.00.00.0-11300-135915321521-11.00.00.0-11500-15590.00.0311.020.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-06-16T18:11:00.000+0000411
4102432018-10-24DL19790N894DN14771SFOCA13487MSPMN610602-8.00.00.0-10600-065911561135-21.00.00.0-21100-11590.00.01589.070.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-24T13:10:00.000+0000821
251972019-05-19OO20304N685BR15607VLDGA10397ATLGA11391134-5.00.00.0-11100-115912591241-18.00.00.0-21200-12590.00.0208.010.00.00.00.00.02019KVLDmedium_airportValdosta Regional Airport203NAUSUS-GAValdostaKVLDVLDVLD-83.27670288085938, 30.782499313354492America/New_York2019-05-19T15:39:00.000+0000518
4102432018-10-24DL19790N919DN13487MSPMN11292DENCO19451939-6.00.00.0-11900-195921032034-29.00.00.0-22100-21590.00.0680.030.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-25T00:45:00.000+0000669
263072019-06-30DL19790N366NW14107PHXAZ14747SEAWA18561853-3.00.00.0-11800-185922012142-19.00.00.0-22200-22590.00.01107.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-07-01T01:56:00.000+0000359
4102432018-10-24DL19790N919DN13487MSPMN10140ABQNM11451141-4.00.00.0-11100-115913371319-18.00.00.0-21300-13590.00.0981.040.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-24T16:45:00.000+0000418
251972019-05-19OO20304N920EV11433DTWMI12397ITHNY10571050-7.00.00.0-11000-105912181204-14.00.00.0-11200-12590.00.0353.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-19T14:57:00.000+0000714
410552018-10-05EV20366N2513414524RICVA11618EWRNJ191519150.00.00.001900-1959204520505.05.00.002000-20590.00.0277.020.00.00.00.00.02018KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2018-10-05T23:15:00.000+00000-5
251972019-05-19OO20304N263SY15376TUSAZ12892LAXCA700654-6.00.00.0-10700-0759900839-21.00.00.0-20900-09590.00.0451.020.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-05-19T14:00:00.000+00004661
4102432018-10-24DL19790N894AT11433DTWMI14576ROCNY22002157-3.00.00.0-12200-225923112301-10.00.00.0-12300-23590.00.0296.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-25T02:00:00.000+00004310
251972019-05-19OO20304N259SY14869SLCUT12954LGBCA8358350.00.00.000800-08599409477.07.00.000900-09590.00.0588.030.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-19T14:35:00.000+00000-7
4102432018-10-24DL19790N886DN11433DTWMI14747SEAWA845844-1.00.00.0-10800-085910571028-29.00.00.0-21000-10590.00.01927.080.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-24T12:45:00.000+0000129
263072019-06-30DL19790N968AT13487MSPMN11057CLTNC13141312-2.00.00.0-11300-13591643170320.020.01.011600-16590.00.0930.040.00.020.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-30T18:14:00.000+00002-60
410442018-10-04EV20366N1119213930ORDIL15370TULOK130513050.00.00.001300-135915081455-13.00.00.0-11500-15590.00.0585.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T18:05:00.000+0000053
26162019-06-01DL19790N977AT13930ORDIL13487MSPMN910902-8.00.00.0-10900-095910391026-13.00.00.0-11000-10590.00.0334.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-01T14:10:00.000+0000813
4102542018-10-25DL19790N357NW10397ATLGA12945LEXKY20462044-2.00.00.0-12000-205921542142-12.00.00.0-12100-21590.00.0304.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-26T00:46:00.000+0000212
26162019-06-01DL19790N892AT10397ATLGA11618EWRNJ150215020.00.00.001500-155917161705-11.00.00.0-11700-17590.00.0746.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-01T19:02:00.000+0000011
4102542018-10-25DL19790N929AT14635RSWFL11193CVGKY13521338-14.00.00.0-11300-135916151552-23.00.00.0-21600-16590.00.0879.040.00.00.00.00.02018KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2018-10-25T17:52:00.000+00001463
26162019-06-01DL19790N349DX10849BZNMT13487MSPMN600558-2.00.00.0-10600-0659916909-7.00.00.0-10900-09590.00.0874.040.00.00.00.00.02019KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2019-06-01T12:00:00.000+0000427
4102542018-10-25DL19790N943DN13342MKEWI11433DTWMI12571255-2.00.00.0-11200-125915101500-10.00.00.0-11500-15590.00.0237.010.00.00.00.00.02018KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2018-10-25T17:57:00.000+0000210
26162019-06-01DL19790N935AT10397ATLGA10431AVLNC12451242-3.00.00.0-11200-125913401331-9.00.00.0-11300-13590.00.0164.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-01T16:45:00.000+000039
4102652018-10-26EV20366N1057511042CLEOH11278DCAVA12331227-6.00.00.0-11200-125913571338-19.00.00.0-21300-13590.00.0310.020.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-10-26T16:33:00.000+0000619
252452019-05-24OO20304N177SY11259DALTX14771SFOCA905859-6.00.00.0-10900-0959110511116.06.00.001100-11590.00.01476.060.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-24T14:05:00.000+000046-6
410552018-10-05EV20366N2654512266IAHTX12896LBBTX14351431-4.00.00.0-11400-145916181612-6.00.00.0-11600-16590.00.0458.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-05T19:35:00.000+000046
251162019-05-11OO20304N726SK15376TUSAZ12892LAXCA601556-5.00.00.0-10600-0659749743-6.00.00.0-10700-07590.00.0451.020.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-05-11T13:01:00.000+0000456
4101472018-10-14EV20366N2991712266IAHTX12896LBBTX14351433-2.00.00.0-11400-1459161816202.02.00.001600-16590.00.0458.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-14T19:35:00.000+00002-2
26272019-06-02DL19790N341NB13487MSPMN13198MCIMO13281321-7.00.00.0-11300-135914551444-11.00.00.0-11400-14590.00.0393.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-02T18:28:00.000+0000711
4102322018-10-23EV20366N1655911618EWRNJ14524RICVA17151710-5.00.00.0-11700-1759184518450.00.00.001800-18590.00.0277.020.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-23T21:15:00.000+000050
251162019-05-11OO20304N606SK13232MDWIL11433DTWMI170017000.00.00.001700-175919121902-10.00.00.0-11900-19590.00.0228.010.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-11T22:00:00.000+0000010
4102652018-10-26EV20366N1491615370TULOK12266IAHTX18501840-10.00.00.0-11800-185920261959-27.00.00.0-22000-20590.00.0429.020.00.00.00.00.02018KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2018-10-26T23:50:00.000+00001067
251162019-05-11OO20304N457SW10408ATWWI13487MSPMN14511445-6.00.00.0-11400-145916071547-20.00.00.0-21600-16590.00.0236.010.00.00.00.00.02019KATWsmall_airportAppleton International Airport918NAUSUS-WIAppletonKATWATWATW-88.5190963745, 44.258098602299995America/Chicago2019-05-11T19:51:00.000+0000660
4102542018-10-25DL19790N308DN11433DTWMI13487MSPMN13521349-3.00.00.0-11300-135914421432-10.00.00.0-11400-14590.00.0528.030.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-25T17:52:00.000+0000310
26272019-06-02DL19790N815DN11433DTWMI14771SFOCA12251222-3.00.00.0-11200-125914341428-6.00.00.0-11400-14590.00.02079.090.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-02T16:25:00.000+000036
4101842018-10-18EV20366N1119210185AEXLA12266IAHTX16101607-3.00.00.0-11600-16591721173615.015.01.011700-17590.00.0190.010.00.015.00.00.02018KAEXmedium_airportAlexandria International Airport89NAUSUS-LAAlexandriaKAEXAEXAEX-92.54979705810547, 31.32740020751953America/Chicago2018-10-18T21:10:00.000+00003-15
26272019-06-02DL19790N852DN10821BWIMD11433DTWMI941940-1.00.00.0-10900-0959111211131.01.00.001100-11590.00.0409.020.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-02T13:41:00.000+00001-1
4102542018-10-25DL19790N361DN10821BWIMD11433DTWMI600557-3.00.00.0-10600-0659738729-9.00.00.0-10700-07590.00.0409.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-25T10:00:00.000+0000439
251162019-05-11YV20378N502MJ13931ORFVA12264IADVA14451433-12.00.00.0-11400-145915441525-19.00.00.0-21500-15590.00.0157.010.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-11T18:45:00.000+00001219
410922018-10-09EV20366N903EV13930ORDIL12278ICTKS21052102-3.00.00.0-12100-21592307232013.013.00.002300-23590.00.0588.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-10T02:05:00.000+00003-13
251422019-05-14YV20378N8830113487MSPMN12266IAHTX800754-6.00.00.0-10800-085911101024-46.00.00.0-21100-11590.00.01034.050.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-14T13:00:00.000+00004686
4101512018-10-15EV20366N854AS12278ICTKS13930ORDIL800759-1.00.00.0-10800-0859959101617.017.01.010900-09590.00.0588.030.00.017.00.00.02018KICTlarge_airportWichita Eisenhower National Airport1333NAUSUS-KSWichitaKICTICTICT-97.433098, 37.649899America/Chicago2018-10-15T13:00:00.000+000041-57
Showing the first 1000 rows.
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2,5,18,6,"2019-05-18","UA",19977,"N15710",11057,"CLT","NC",11618,"EWR","NJ",710,710,0,0,0,0,"0700-0759",859,900,1,1,0,0,"0800-0859",0,0,529,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-18T11:10:00.000+0000",0,-41],[4,10,20,6,"2018-10-20","B6",20409,"N284JB",12478,"JFK","NY",14576,"ROC","NY",820,814,-6,0,0,-1,"0800-0859",941,927,-14,0,0,-1,"0900-0959",0,0,264,2,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-20T12:20:00.000+0000",6,14],[2,5,18,6,"2019-05-18","UA",19977,"N37471",12266,"IAH","TX",13198,"MCI","MO",2005,2004,-1,0,0,-1,"2000-2059",2203,2256,53,53,1,3,"2200-2259",0,0,643,3,0,0,53,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-19T01:05:00.000+0000",1,-53],[4,10,30,2,"2018-10-30","B6",20409,"N506JB",14843,"SJU","PR",10529,"BDL","CT",1233,1230,-3,0,0,-1,"1200-1259",1634,1623,-11,0,0,-1,"1600-1659",0,0,1666,7,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-10-30T16:33:00.000+0000",3,11],[2,6,6,4,"2019-06-06","YX",20452,"N357FC",11433,"DTW","MI",12945,"LEX","KY",1217,1215,-2,0,0,-1,"1200-1259",1331,1322,-9,0,0,-1,"1300-1359",0,0,296,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-06T16:17:00.000+0000",2,9],[4,10,30,2,"2018-10-30","B6",20409,"N606JB",12478,"JFK","NY",12191,"HOU","TX",1420,1412,-8,0,0,-1,"1400-1459",1724,1649,-35,0,0,-2,"1700-1759",0,0,1428,6,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-30T18:20:00.000+0000",8,75],[2,6,6,4,"2019-06-06","YX",20452,"N870RW",12953,"LGA","NY",10792,"BUF","NY",2155,2154,-1,0,0,-1,"2100-2159",2323,2328,5,5,0,0,"2300-2359",0,0,292,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-07T01:55:00.000+0000",1,-5],[4,10,30,2,"2018-10-30","B6",20409,"N775JB",12954,"LGB","CA",14831,"SJC","CA",650,640,-10,0,0,-1,"0600-0659",810,807,-3,0,0,-1,"0800-0859",0,0,324,2,0,0,0,0,0,2018,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2018-10-30T13:50:00.000+0000",10,3],[2,6,7,5,"2019-06-07","YX",20452,"N205JQ",12953,"LGA","NY",11057,"CLT","NC",630,629,-1,0,0,-1,"0600-0659",837,832,-5,0,0,-1,"0800-0859",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-07T10:30:00.000+0000",1,5],[4,10,31,3,"2018-10-31","B6",20409,"N594JB",12954,"LGB","CA",12478,"JFK","NY",2050,2047,-3,0,0,-1,"2000-2059",459,449,-10,0,0,-1,"0001-0559",0,0,2465,10,0,0,0,0,0,2018,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2018-11-01T03:50:00.000+0000",3,10],[2,6,7,5,"2019-06-07","YX",20452,"N210JQ",15016,"STL","MO",12953,"LGA","NY",600,556,-4,0,0,-1,"0600-0659",937,922,-15,0,0,-1,"0900-0959",0,0,888,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-07T11:00:00.000+0000",44,15],[4,10,18,4,"2018-10-18","DL",19790,"N896AT",10721,"BOS","MA",12953,"LGA","NY",630,630,0,0,0,0,"0600-0659",752,734,-18,0,0,-2,"0700-0759",0,0,184,1,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-18T10:30:00.000+0000",0,18],[2,5,18,6,"2019-05-18","UA",19977,"N495UA",11292,"DEN","CO",11433,"DTW","MI",1057,1051,-6,0,0,-1,"1000-1059",1543,1536,-7,0,0,-1,"1500-1559",0,0,1123,5,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-18T16:57:00.000+0000",6,7],[4,10,18,4,"2018-10-18","DL",19790,"N903DE",15624,"VPS","FL",10397,"ATL","GA",1034,1029,-5,0,0,-1,"1000-1059",1249,1240,-9,0,0,-1,"1200-1259",0,0,250,2,0,0,0,0,0,2018,"KVPS","large_airport","Destin-Ft Walton Beach Airport",87,"NA","US","US-FL","Valparaiso","KVPS","VPS","VPS","-86.525398, 30.4832","America/Chicago","2018-10-18T15:34:00.000+0000",5,9],[2,5,18,6,"2019-05-18","UA",19977,"N74007",11618,"EWR","NJ",12266,"IAH","TX",1745,1744,-1,0,0,-1,"1700-1759",2032,2020,-12,0,0,-1,"2000-2059",0,0,1400,6,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-18T21:45:00.000+0000",1,12],[4,10,18,4,"2018-10-18","DL",19790,"N344NW",10423,"AUS","TX",13487,"MSP","MN",610,606,-4,0,0,-1,"0600-0659",851,839,-12,0,0,-1,"0800-0859",0,0,1042,5,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-18T11:10:00.000+0000",4,12],[2,6,12,3,"2019-06-12","YX",20452,"N809MD",10721,"BOS","MA",10792,"BUF","NY",1515,1512,-3,0,0,-1,"1500-1559",1659,1652,-7,0,0,-1,"1600-1659",0,0,395,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-12T19:15:00.000+0000",3,7],[4,12,20,4,"2018-12-20","UA",19977,"N37504",12892,"LAX","CA",12266,"IAH","TX",600,554,-6,0,0,-1,"0600-0659",1113,1103,-10,0,0,-1,"1100-1159",0,0,1379,6,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-20T14:00:00.000+0000",46,10],[2,6,12,3,"2019-06-12","YX",20452,"N869RW",10721,"BOS","MA",12451,"JAX","FL",1410,1406,-4,0,0,-1,"1400-1459",1707,1733,26,26,1,1,"1700-1759",0,0,1010,5,0,0,26,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-12T18:10:00.000+0000",4,-26],[4,10,18,4,"2018-10-18","DL",19790,"N555NW",13487,"MSP","MN",13342,"MKE","WI",1245,1243,-2,0,0,-1,"1200-1259",1356,1345,-11,0,0,-1,"1300-1359",0,0,297,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T17:45:00.000+0000",2,11],[2,6,12,3,"2019-06-12","YX",20452,"N821MD",11066,"CMH","OH",12953,"LGA","NY",1915,1904,-11,0,0,-1,"1900-1959",2100,2043,-17,0,0,-2,"2100-2159",0,0,479,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-12T23:15:00.000+0000",11,57],[4,10,18,4,"2018-10-18","DL",19790,"N318NB",11433,"DTW","MI",15016,"STL","MO",1533,1529,-4,0,0,-1,"1500-1559",1608,1600,-8,0,0,-1,"1600-1659",0,0,440,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-18T19:33:00.000+0000",4,8],[2,5,17,5,"2019-05-17","UA",19977,"N73256",13930,"ORD","IL",13485,"MSN","WI",1425,1421,-4,0,0,-1,"1400-1459",1517,1520,3,3,0,0,"1500-1559",0,0,109,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-17T19:25:00.000+0000",4,-3],[4,12,20,4,"2018-12-20","UA",19977,"N36476",12173,"HNL","HI",14771,"SFO","CA",1310,1300,-10,0,0,-1,"1300-1359",2011,2009,-2,0,0,-1,"2000-2059",0,0,2398,10,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-20T23:10:00.000+0000",10,2],[2,5,17,5,"2019-05-17","UA",19977,"N445UA",12266,"IAH","TX",14683,"SAT","TX",1420,1419,-1,0,0,-1,"1400-1459",1523,1517,-6,0,0,-1,"1500-1559",0,0,191,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-17T19:20:00.000+0000",1,6],[4,10,18,4,"2018-10-18","DL",19790,"N930DN",13487,"MSP","MN",14100,"PHL","PA",2030,2026,-4,0,0,-1,"2000-2059",2355,2347,-8,0,0,-1,"2300-2359",0,0,980,4,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-19T01:30:00.000+0000",4,8],[2,6,17,1,"2019-06-17","YX",20452,"N201JQ",11066,"CMH","OH",12478,"JFK","NY",1725,1722,-3,0,0,-1,"1700-1759",1935,1913,-22,0,0,-2,"1900-1959",0,0,483,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-17T21:25:00.000+0000",3,22],[4,12,20,4,"2018-12-20","UA",19977,"N36207",10721,"BOS","MA",12266,"IAH","TX",715,711,-4,0,0,-1,"0700-0759",1043,1038,-5,0,0,-1,"1000-1059",0,0,1597,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-20T12:15:00.000+0000",4,5],[2,5,17,5,"2019-05-17","UA",19977,"N23707",13930,"ORD","IL",11278,"DCA","VA",600,555,-5,0,0,-1,"0600-0659",846,827,-19,0,0,-2,"0800-0859",0,0,612,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-17T11:00:00.000+0000",45,19],[4,12,16,7,"2018-12-16","UA",19977,"N38451",11292,"DEN","CO",10423,"AUS","TX",2035,2033,-2,0,0,-1,"2000-2059",2340,2326,-14,0,0,-1,"2300-2359",0,0,775,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-17T03:35:00.000+0000",2,14],[2,6,25,2,"2019-06-25","HA",19690,"N381HA",14679,"SAN","CA",12173,"HNL","HI",920,918,-2,0,0,-1,"0900-0959",1235,1250,15,15,1,1,"1200-1259",0,0,2614,11,15,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-25T16:20:00.000+0000",2,-15],[4,10,19,5,"2018-10-19","DL",19790,"N915AT",14635,"RSW","FL",11193,"CVG","KY",1352,1337,-15,0,0,-1,"1300-1359",1615,1549,-26,0,0,-2,"1600-1659",0,0,879,4,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-19T17:52:00.000+0000",15,66],[2,6,1,6,"2019-06-01","HA",19690,"N214HA",13830,"OGG","HI",14057,"PDX","OR",1035,1028,-7,0,0,-1,"1000-1059",1905,1856,-9,0,0,-1,"1900-1959",0,0,2562,11,0,0,0,0,0,2019,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2019-06-01T20:35:00.000+0000",7,49],[4,12,16,7,"2018-12-16","UA",19977,"N67845",15304,"TPA","FL",11618,"EWR","NJ",610,607,-3,0,0,-1,"0600-0659",840,827,-13,0,0,-1,"0800-0859",0,0,997,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-16T11:10:00.000+0000",3,13],[2,6,6,4,"2019-06-06","HA",19690,"N205HA",12982,"LIH","HI",12892,"LAX","CA",1245,1239,-6,0,0,-1,"1200-1259",2130,2129,-1,0,0,-1,"2100-2159",0,0,2615,11,0,0,0,0,0,2019,"PHLI","medium_airport","Lihue Airport",153,"NA","US","US-HI","Lihue","PHLI","LIH","LIH","-159.33900451660156, 21.97599983215332","Pacific/Honolulu","2019-06-06T22:45:00.000+0000",6,1],[4,10,19,5,"2018-10-19","DL",19790,"N974DL",10397,"ATL","GA",12217,"HSV","AL",859,855,-4,0,0,-1,"0800-0859",853,838,-15,0,0,-1,"0800-0859",0,0,151,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-19T12:59:00.000+0000",4,15],[2,5,16,4,"2019-05-16","UA",19977,"N441UA",11618,"EWR","NJ",11697,"FLL","FL",1400,1356,-4,0,0,-1,"1400-1459",1657,1641,-16,0,0,-2,"1600-1659",0,0,1065,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-16T18:00:00.000+0000",44,16],[4,12,16,7,"2018-12-16","UA",19977,"N37427",10721,"BOS","MA",13930,"ORD","IL",1500,1455,-5,0,0,-1,"1500-1559",1642,1620,-22,0,0,-2,"1600-1659",0,0,867,4,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-16T20:00:00.000+0000",45,22],[2,6,9,7,"2019-06-09","HA",19690,"N218HA",12173,"HNL","HI",12954,"LGB","CA",1225,1225,0,0,0,0,"1200-1259",2100,2056,-4,0,0,-1,"2100-2159",0,0,2569,11,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-06-09T22:25:00.000+0000",0,44],[4,12,16,7,"2018-12-16","UA",19977,"N853UA",14685,"SAV","GA",13930,"ORD","IL",1245,1240,-5,0,0,-1,"1200-1259",1406,1357,-9,0,0,-1,"1400-1459",0,0,773,4,0,0,0,0,0,2018,"KSAV","large_airport","Savannah Hilton Head International Airport",50,"NA","US","US-GA","Savannah","KSAV","SAV","SAV","-81.20210266, 32.12760162","America/New_York","2018-12-16T17:45:00.000+0000",5,49],[2,6,23,7,"2019-06-23","HA",19690,"N361HA",10721,"BOS","MA",12173,"HNL","HI",920,913,-7,0,0,-1,"0900-0959",1420,1424,4,4,0,0,"1400-1459",0,0,5095,11,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-23T13:20:00.000+0000",7,-4],[4,10,19,5,"2018-10-19","DL",19790,"N676DL",14635,"RSW","FL",10397,"ATL","GA",1659,1653,-6,0,0,-1,"1600-1659",1845,1834,-11,0,0,-1,"1800-1859",0,0,515,3,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-19T20:59:00.000+0000",6,11],[2,6,26,3,"2019-06-26","HA",19690,"N477HA",12173,"HNL","HI",12402,"ITO","HI",500,457,-3,0,0,-1,"0001-0559",550,553,3,3,0,0,"0001-0559",0,0,216,1,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-06-26T15:00:00.000+0000",43,-3],[4,12,16,7,"2018-12-16","UA",19977,"N14121",12892,"LAX","CA",10721,"BOS","MA",820,812,-8,0,0,-1,"0800-0859",1644,1644,0,0,0,0,"1600-1659",0,0,2611,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-16T16:20:00.000+0000",8,0],[2,5,16,4,"2019-05-16","UA",19977,"N74856",11292,"DEN","CO",13930,"ORD","IL",1850,1849,-1,0,0,-1,"1800-1859",2207,2215,8,8,0,0,"2200-2259",0,0,888,4,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-17T00:50:00.000+0000",1,-8],[4,10,19,5,"2018-10-19","DL",19790,"N3741S",10721,"BOS","MA",12892,"LAX","CA",1550,1550,0,0,0,0,"1500-1559",1920,1945,25,25,1,1,"1900-1959",0,0,2611,11,0,0,25,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-19T19:50:00.000+0000",0,-25],[2,5,4,6,"2019-05-04","UA",19977,"N62889",11292,"DEN","CO",14107,"PHX","AZ",1540,1535,-5,0,0,-1,"1500-1559",1634,1623,-11,0,0,-1,"1600-1659",0,0,602,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-04T21:40:00.000+0000",5,11],[4,12,16,7,"2018-12-16","UA",19977,"N809UA",10693,"BNA","TN",12264,"IAD","VA",1847,1837,-10,0,0,-1,"1800-1859",2118,2112,-6,0,0,-1,"2100-2159",0,0,542,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-17T00:47:00.000+0000",10,6],[2,6,22,6,"2019-06-22","HA",19690,"N488HA",12982,"LIH","HI",12173,"HNL","HI",714,710,-4,0,0,-1,"0700-0759",750,751,1,1,0,0,"0700-0759",0,0,102,1,0,0,0,0,0,2019,"PHLI","medium_airport","Lihue Airport",153,"NA","US","US-HI","Lihue","PHLI","LIH","LIH","-159.33900451660156, 21.97599983215332","Pacific/Honolulu","2019-06-22T17:14:00.000+0000",4,-1],[4,12,16,7,"2018-12-16","UA",19977,"N13248",14679,"SAN","CA",13930,"ORD","IL",1059,1050,-9,0,0,-1,"1000-1059",1658,1638,-20,0,0,-2,"1600-1659",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-16T18:59:00.000+0000",9,20],[2,6,4,2,"2019-06-04","HA",19690,"N489HA",12402,"ITO","HI",12173,"HNL","HI",730,727,-3,0,0,-1,"0700-0759",823,830,7,7,0,0,"0800-0859",0,0,216,1,0,0,0,0,0,2019,"PHTO","medium_airport","Hilo International Airport",38,"NA","US","US-HI","Hilo","PHTO","ITO","ITO","-155.04800415039062, 19.721399307250977","Pacific/Honolulu","2019-06-04T17:30:00.000+0000",3,-7],[4,10,11,4,"2018-10-11","DL",19790,"N968AT",12892,"LAX","CA",11292,"DEN","CO",1935,1930,-5,0,0,-1,"1900-1959",2302,2237,-25,0,0,-2,"2300-2359",0,0,862,4,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-12T02:35:00.000+0000",5,65],[2,5,4,6,"2019-05-04","UA",19977,"N69888",12889,"LAS","NV",14771,"SFO","CA",1237,1223,-14,0,0,-1,"1200-1259",1418,1358,-20,0,0,-2,"1400-1459",0,0,414,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-04T19:37:00.000+0000",14,60],[4,10,11,4,"2018-10-11","DL",19790,"N541US",12892,"LAX","CA",10397,"ATL","GA",535,531,-4,0,0,-1,"0001-0559",1244,1239,-5,0,0,-1,"1200-1259",0,0,1947,8,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-11T12:35:00.000+0000",4,5],[2,5,4,6,"2019-05-04","UA",19977,"N12125",12758,"KOA","HI",11292,"DEN","CO",2000,1942,-18,0,0,-2,"2000-2059",642,611,-31,0,0,-2,"0600-0659",0,0,3329,11,0,0,0,0,0,2019,"PHKO","medium_airport","Ellison Onizuka Kona International At Keahole Airport",47,"NA","US","US-HI","Kailua/Kona","PHKO","KOA","KOA","-156.045603, 19.738783","Pacific/Honolulu","2019-05-05T06:00:00.000+0000",58,31],[4,10,30,2,"2018-10-30","DL",19790,"N582NW",14771,"SFO","CA",10397,"ATL","GA",1007,1007,0,0,0,0,"1000-1059",1733,1721,-12,0,0,-1,"1700-1759",0,0,2139,9,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-30T17:07:00.000+0000",0,12],[2,5,4,6,"2019-05-04","UA",19977,"N889UA",13930,"ORD","IL",11638,"FAT","CA",1940,1939,-1,0,0,-1,"1900-1959",2210,2151,-19,0,0,-2,"2200-2259",0,0,1730,7,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-05T00:40:00.000+0000",1,59],[4,12,15,6,"2018-12-15","UA",19977,"N829UA",12953,"LGA","NY",13930,"ORD","IL",1800,1749,-11,0,0,-1,"1800-1859",1936,1907,-29,0,0,-2,"1900-1959",0,0,733,3,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-15T23:00:00.000+0000",51,29],[2,5,23,4,"2019-05-23","B6",20409,"N179JB",10721,"BOS","MA",11057,"CLT","NC",1835,1827,-8,0,0,-1,"1800-1859",2102,2051,-11,0,0,-1,"2100-2159",0,0,728,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-23T22:35:00.000+0000",8,51],[4,10,30,2,"2018-10-30","DL",19790,"N852DN",14057,"PDX","OR",11433,"DTW","MI",1217,1216,-1,0,0,-1,"1200-1259",1923,1913,-10,0,0,-1,"1900-1959",0,0,1953,8,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-10-30T19:17:00.000+0000",1,10],[2,6,10,1,"2019-06-10","NK",20416,"N632NK",10397,"ATL","GA",13495,"MSY","LA",1632,1627,-5,0,0,-1,"1600-1659",1705,1721,16,16,1,1,"1700-1759",0,0,425,2,0,0,16,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-10T20:32:00.000+0000",5,-16],[4,12,3,1,"2018-12-03","UA",19977,"N18243",12264,"IAD","VA",10529,"BDL","CT",815,811,-4,0,0,-1,"0800-0859",933,925,-8,0,0,-1,"0900-0959",0,0,326,2,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-03T13:15:00.000+0000",4,8],[2,5,24,5,"2019-05-24","B6",20409,"N946JL",12892,"LAX","CA",12478,"JFK","NY",530,526,-4,0,0,-1,"0001-0559",1406,1330,-36,0,0,-2,"1400-1459",0,0,2475,10,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-24T12:30:00.000+0000",4,76],[4,12,3,1,"2018-12-03","UA",19977,"N66893",13871,"OMA","NE",11292,"DEN","CO",937,927,-10,0,0,-1,"0900-0959",1021,1030,9,9,0,0,"1000-1059",0,0,472,2,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-03T15:37:00.000+0000",10,-9],[2,6,28,5,"2019-06-28","NK",20416,"N633NK",14057,"PDX","OR",12889,"LAS","NV",625,619,-6,0,0,-1,"0600-0659",836,824,-12,0,0,-1,"0800-0859",0,0,763,4,0,0,0,0,0,2019,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2019-06-28T13:25:00.000+0000",6,12],[4,10,30,2,"2018-10-30","DL",19790,"N332DN",13487,"MSP","MN",12892,"LAX","CA",845,842,-3,0,0,-1,"0800-0859",1045,1043,-2,0,0,-1,"1000-1059",0,0,1535,7,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-30T13:45:00.000+0000",3,2],[2,6,30,7,"2019-06-30","NK",20416,"N510NK",13577,"MYR","SC",11298,"DFW","TX",1200,1157,-3,0,0,-1,"1200-1259",1350,1344,-6,0,0,-1,"1300-1359",0,0,1048,5,0,0,0,0,0,2019,"KMYR","medium_airport","Myrtle Beach International Airport",25,"NA","US","US-SC","Myrtle Beach","KMYR","MYR","MYR","-78.9282989502, 33.6796989441","America/New_York","2019-06-30T16:00:00.000+0000",43,6],[4,10,30,2,"2018-10-30","DL",19790,"N908DA",10397,"ATL","GA",14122,"PIT","PA",1620,1617,-3,0,0,-1,"1600-1659",1756,1743,-13,0,0,-1,"1700-1759",0,0,526,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T20:20:00.000+0000",3,13],[2,5,24,5,"2019-05-24","B6",20409,"N247JB",14524,"RIC","VA",11697,"FLL","FL",1700,1659,-1,0,0,-1,"1700-1759",1923,1906,-17,0,0,-2,"1900-1959",0,0,805,4,0,0,0,0,0,2019,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2019-05-24T21:00:00.000+0000",41,17],[4,12,3,1,"2018-12-03","UA",19977,"N76523",12264,"IAD","VA",14771,"SFO","CA",1230,1223,-7,0,0,-1,"1200-1259",1527,1511,-16,0,0,-2,"1500-1559",0,0,2419,10,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-03T17:30:00.000+0000",7,16],[2,5,24,5,"2019-05-24","B6",20409,"N807JB",12478,"JFK","NY",12451,"JAX","FL",810,808,-2,0,0,-1,"0800-0859",1055,1044,-11,0,0,-1,"1000-1059",0,0,828,4,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-24T12:10:00.000+0000",2,11],[4,12,3,1,"2018-12-03","UA",19977,"N66808",11618,"EWR","NJ",13930,"ORD","IL",900,857,-3,0,0,-1,"0900-0959",1034,1035,1,1,0,0,"1000-1059",0,0,719,3,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-03T14:00:00.000+0000",43,-1],[2,6,7,5,"2019-06-07","NK",20416,"N657NK",12266,"IAH","TX",13204,"MCO","FL",1332,1328,-4,0,0,-1,"1300-1359",1657,1655,-2,0,0,-1,"1600-1659",0,0,854,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-07T18:32:00.000+0000",4,2],[4,12,3,1,"2018-12-03","UA",19977,"N36447",11292,"DEN","CO",12892,"LAX","CA",1115,1115,0,0,0,0,"1100-1159",1245,1232,-13,0,0,-1,"1200-1259",0,0,862,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-03T18:15:00.000+0000",0,13],[2,6,4,2,"2019-06-04","NK",20416,"N626NK",13930,"ORD","IL",13577,"MYR","SC",808,802,-6,0,0,-1,"0800-0859",1110,1109,-1,0,0,-1,"1100-1159",0,0,753,4,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-04T13:08:00.000+0000",6,1],[4,10,30,2,"2018-10-30","DL",19790,"N988DL",10397,"ATL","GA",10980,"CHA","TN",1629,1623,-6,0,0,-1,"1600-1659",1712,1704,-8,0,0,-1,"1700-1759",0,0,106,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T20:29:00.000+0000",6,8],[2,5,24,5,"2019-05-24","B6",20409,"N607JB",14027,"PBI","FL",12197,"HPN","NY",1501,1501,0,0,0,0,"1500-1559",1752,1744,-8,0,0,-1,"1700-1759",0,0,1056,5,0,0,0,0,0,2019,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2019-05-24T19:01:00.000+0000",0,8],[4,12,3,1,"2018-12-03","UA",19977,"N768UA",12173,"HNL","HI",11292,"DEN","CO",2120,2113,-7,0,0,-1,"2100-2159",652,635,-17,0,0,-2,"0600-0659",0,0,3365,11,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-04T07:20:00.000+0000",7,17],[2,6,8,6,"2019-06-08","NK",20416,"N664NK",11298,"DFW","TX",12892,"LAX","CA",1610,1609,-1,0,0,-1,"1600-1659",1726,1738,12,12,0,0,"1700-1759",0,0,1235,5,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-08T21:10:00.000+0000",1,-12],[4,10,30,2,"2018-10-30","DL",19790,"N975DL",11995,"GSO","NC",10397,"ATL","GA",1441,1437,-4,0,0,-1,"1400-1459",1558,1548,-10,0,0,-1,"1500-1559",0,0,306,2,0,0,0,0,0,2018,"KGSO","large_airport","Piedmont Triad International Airport",925,"NA","US","US-NC","Greensboro","KGSO","GSO","GSO","-79.93730163574219, 36.097801208496094","America/New_York","2018-10-30T18:41:00.000+0000",4,10],[2,5,25,6,"2019-05-25","B6",20409,"N979JT",11697,"FLL","FL",14771,"SFO","CA",823,815,-8,0,0,-1,"0800-0859",1136,1108,-28,0,0,-2,"1100-1159",0,0,2584,11,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-25T12:23:00.000+0000",8,28],[4,10,30,2,"2018-10-30","DL",19790,"N912DN",11433,"DTW","MI",10529,"BDL","CT",840,834,-6,0,0,-1,"0800-0859",1019,1018,-1,0,0,-1,"1000-1059",0,0,549,3,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-30T12:40:00.000+0000",6,1],[2,5,25,6,"2019-05-25","B6",20409,"N561JB",12478,"JFK","NY",10994,"CHS","SC",629,623,-6,0,0,-1,"0600-0659",836,815,-21,0,0,-2,"0800-0859",0,0,636,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-25T10:29:00.000+0000",6,21],[4,10,30,2,"2018-10-30","DL",19790,"N331NW",13303,"MIA","FL",12953,"LGA","NY",705,659,-6,0,0,-1,"0700-0759",1008,1010,2,2,0,0,"1000-1059",0,0,1096,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-30T11:05:00.000+0000",46,-2],[2,5,25,6,"2019-05-25","B6",20409,"N588JB",12954,"LGB","CA",14057,"PDX","OR",1826,1814,-12,0,0,-1,"1800-1859",2041,2042,1,1,0,0,"2000-2059",0,0,846,4,0,0,0,0,0,2019,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2019-05-26T01:26:00.000+0000",12,-1],[4,12,2,7,"2018-12-02","UA",19977,"N38479",13930,"ORD","IL",11292,"DEN","CO",1415,1414,-1,0,0,-1,"1400-1459",1556,1549,-7,0,0,-1,"1500-1559",0,0,888,4,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-02T20:15:00.000+0000",1,7],[2,5,25,6,"2019-05-25","B6",20409,"N192JB",11433,"DTW","MI",10721,"BOS","MA",545,536,-9,0,0,-1,"0001-0559",731,712,-19,0,0,-2,"0700-0759",0,0,632,3,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-25T09:45:00.000+0000",9,19],[4,10,30,2,"2018-10-30","DL",19790,"N909DA",10397,"ATL","GA",14683,"SAT","TX",1754,1745,-9,0,0,-1,"1700-1759",1918,1902,-16,0,0,-2,"1900-1959",0,0,874,4,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T21:54:00.000+0000",9,16],[2,5,25,6,"2019-05-25","B6",20409,"N537JT",14843,"SJU","PR",13204,"MCO","FL",1047,1044,-3,0,0,-1,"1000-1059",1355,1326,-29,0,0,-2,"1300-1359",0,0,1189,5,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-05-25T14:47:00.000+0000",3,29],[4,10,30,2,"2018-10-30","DL",19790,"N587NW",13487,"MSP","MN",14747,"SEA","WA",1815,1814,-1,0,0,-1,"1800-1859",2004,1955,-9,0,0,-1,"2000-2059",0,0,1399,6,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-30T23:15:00.000+0000",1,49],[2,5,25,6,"2019-05-25","B6",20409,"N247JB",12451,"JAX","FL",11697,"FLL","FL",1936,1924,-12,0,0,-1,"1900-1959",2055,2034,-21,0,0,-2,"2000-2059",0,0,319,2,0,0,0,0,0,2019,"KJAX","large_airport","Jacksonville International Airport",30,"NA","US","US-FL","Jacksonville","KJAX","JAX","JAX","-81.68789672851562, 30.49410057067871","America/New_York","2019-05-25T23:36:00.000+0000",12,21],[4,12,2,7,"2018-12-02","UA",19977,"N24212",13930,"ORD","IL",14831,"SJC","CA",1941,1941,0,0,0,0,"1900-1959",2221,2159,-22,0,0,-2,"2200-2259",0,0,1829,8,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-03T01:41:00.000+0000",0,62],[2,5,26,7,"2019-05-26","B6",20409,"N358JB",10721,"BOS","MA",11042,"CLE","OH",1706,1704,-2,0,0,-1,"1700-1759",1910,1907,-3,0,0,-1,"1900-1959",0,0,563,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-26T21:06:00.000+0000",2,3],[4,12,2,7,"2018-12-02","UA",19977,"N17245",14576,"ROC","NY",13930,"ORD","IL",800,758,-2,0,0,-1,"0800-0859",902,853,-9,0,0,-1,"0900-0959",0,0,528,3,0,0,0,0,0,2018,"KROC","large_airport","Greater Rochester International Airport",559,"NA","US","US-NY","Rochester","KROC","ROC","ROC","-77.67240142822266, 43.118900299072266","America/New_York","2018-12-02T13:00:00.000+0000",42,49],[2,5,26,7,"2019-05-26","B6",20409,"N307JB",10721,"BOS","MA",14122,"PIT","PA",1805,1803,-2,0,0,-1,"1800-1859",1956,1955,-1,0,0,-1,"1900-1959",0,0,496,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-26T22:05:00.000+0000",2,1],[4,10,6,6,"2018-10-06","F9",20436,"N329FR",11292,"DEN","CO",10643,"BKG","MO",1602,1556,-6,0,0,-1,"1600-1659",1856,1845,-11,0,0,-1,"1800-1859",0,0,665,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-06T22:02:00.000+0000",46,11],[2,5,27,1,"2019-05-27","B6",20409,"N775JB",11042,"CLE","OH",11697,"FLL","FL",700,650,-10,0,0,-1,"0700-0759",947,926,-21,0,0,-2,"0900-0959",0,0,1062,5,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-27T11:00:00.000+0000",50,21],[4,12,2,7,"2018-12-02","UA",19977,"N29717",10693,"BNA","TN",11618,"EWR","NJ",755,752,-3,0,0,-1,"0700-0759",1103,1047,-16,0,0,-2,"1100-1159",0,0,748,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-02T13:55:00.000+0000",3,56],[2,6,16,7,"2019-06-16","NK",20416,"N684NK",11433,"DTW","MI",11292,"DEN","CO",700,658,-2,0,0,-1,"0700-0759",759,749,-10,0,0,-1,"0700-0759",0,0,1123,5,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-16T11:00:00.000+0000",42,10],[4,12,2,7,"2018-12-02","UA",19977,"N14102",12892,"LAX","CA",12264,"IAD","VA",2235,2232,-3,0,0,-1,"2200-2259",612,550,-22,0,0,-2,"0600-0659",0,0,2288,10,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-03T06:35:00.000+0000",3,62],[2,5,27,1,"2019-05-27","B6",20409,"N236JB",10721,"BOS","MA",11278,"DCA","VA",1420,1403,-17,0,0,-2,"1400-1459",1559,1543,-16,0,0,-2,"1500-1559",0,0,399,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-27T18:20:00.000+0000",17,16],[4,10,9,2,"2018-10-09","F9",20436,"N233FR",13204,"MCO","FL",12339,"IND","IN",745,737,-8,0,0,-1,"0700-0759",1010,950,-20,0,0,-2,"1000-1059",0,0,829,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-09T11:45:00.000+0000",8,60],[2,5,27,1,"2019-05-27","B6",20409,"N648JB",14843,"SJU","PR",11618,"EWR","NJ",1654,1643,-11,0,0,-1,"1600-1659",2057,2039,-18,0,0,-2,"2000-2059",0,0,1608,7,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-05-27T20:54:00.000+0000",11,18],[4,12,1,6,"2018-12-01","WN",19393,"N7864B",12191,"HOU","TX",11481,"ECP","FL",1450,1449,-1,0,0,-1,"1400-1459",1625,1612,-13,0,0,-1,"1600-1659",0,0,571,3,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-01T20:50:00.000+0000",1,13],[2,6,21,5,"2019-06-21","YV",20378,"N88359",12266,"IAH","TX",14683,"SAT","TX",735,734,-1,0,0,-1,"0700-0759",832,835,3,3,0,0,"0800-0859",0,0,191,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-21T12:35:00.000+0000",1,-3],[4,10,9,2,"2018-10-09","F9",20436,"N719FR",12889,"LAS","NV",11292,"DEN","CO",1205,1202,-3,0,0,-1,"1200-1259",1503,1455,-8,0,0,-1,"1500-1559",0,0,628,3,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-10-09T19:05:00.000+0000",3,48],[2,6,3,1,"2019-06-03","YV",20378,"N501MJ",12264,"IAD","VA",14307,"PVD","RI",1245,1244,-1,0,0,-1,"1200-1259",1409,1419,10,10,0,0,"1400-1459",0,0,371,2,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-03T16:45:00.000+0000",1,-10],[4,12,1,6,"2018-12-01","WN",19393,"N238WN",12191,"HOU","TX",15016,"STL","MO",2100,2059,-1,0,0,-1,"2100-2159",2250,2239,-11,0,0,-1,"2200-2259",0,0,687,3,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-02T03:00:00.000+0000",41,11],[2,6,3,1,"2019-06-03","YV",20378,"N503MJ",12264,"IAD","VA",12953,"LGA","NY",1705,1705,0,0,0,0,"1700-1759",1843,1843,0,0,0,0,"1800-1859",0,0,229,1,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-03T21:05:00.000+0000",0,0],[4,12,1,6,"2018-12-01","WN",19393,"N7828A",12892,"LAX","CA",14107,"PHX","AZ",1330,1328,-2,0,0,-1,"1300-1359",1600,1534,-26,0,0,-2,"1600-1659",0,0,370,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T21:30:00.000+0000",2,66],[2,6,13,4,"2019-06-13","YV",20378,"N87302",12266,"IAH","TX",13487,"MSP","MN",1810,1807,-3,0,0,-1,"1800-1859",2059,2052,-7,0,0,-1,"2000-2059",0,0,1034,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T23:10:00.000+0000",3,7],[4,12,1,6,"2018-12-01","WN",19393,"N7715E",12892,"LAX","CA",14831,"SJC","CA",1050,1048,-2,0,0,-1,"1000-1059",1205,1204,-1,0,0,-1,"1200-1259",0,0,308,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T18:50:00.000+0000",2,1],[2,6,28,5,"2019-06-28","YV",20378,"N89342",11298,"DFW","TX",12266,"IAH","TX",535,535,0,0,0,0,"0001-0559",639,634,-5,0,0,-1,"0600-0659",0,0,224,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-28T10:35:00.000+0000",0,5],[4,12,1,6,"2018-12-01","WN",19393,"N7706A",12892,"LAX","CA",15376,"TUS","AZ",1155,1150,-5,0,0,-1,"1100-1159",1435,1400,-35,0,0,-2,"1400-1459",0,0,451,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T19:55:00.000+0000",5,35],[2,6,17,1,"2019-06-17","YV",20378,"N87345",12264,"IAD","VA",11298,"DFW","TX",845,845,0,0,0,0,"0800-0859",1100,1050,-10,0,0,-1,"1100-1159",0,0,1172,5,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-17T12:45:00.000+0000",0,50],[4,12,1,6,"2018-12-01","WN",19393,"N969WN",13204,"MCO","FL",10693,"BNA","TN",1150,1148,-2,0,0,-1,"1100-1159",1245,1242,-3,0,0,-1,"1200-1259",0,0,616,3,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-01T16:50:00.000+0000",2,3],[2,6,26,3,"2019-06-26","YV",20378,"N510MJ",12264,"IAD","VA",13198,"MCI","MO",900,854,-6,0,0,-1,"0900-0959",1038,1020,-18,0,0,-2,"1000-1059",0,0,926,4,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-26T13:00:00.000+0000",46,18],[4,10,11,4,"2018-10-11","F9",20436,"N718FR",14307,"PVD","RI",13577,"MYR","SC",1731,1724,-7,0,0,-1,"1700-1759",1930,1924,-6,0,0,-1,"1900-1959",0,0,690,3,0,0,0,0,0,2018,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2018-10-11T21:31:00.000+0000",7,6],[2,6,27,4,"2019-06-27","YV",20378,"N88327",12266,"IAH","TX",12206,"HRL","TX",1944,1943,-1,0,0,-1,"1900-1959",2052,2047,-5,0,0,-1,"2000-2059",0,0,295,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-28T00:44:00.000+0000",1,5],[4,10,13,6,"2018-10-13","F9",20436,"N338FR",11292,"DEN","CO",14831,"SJC","CA",842,831,-11,0,0,-1,"0800-0859",1023,955,-28,0,0,-2,"1000-1059",0,0,948,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-13T14:42:00.000+0000",11,68],[2,6,25,2,"2019-06-25","YV",20378,"N85358",12266,"IAH","TX",11540,"ELP","TX",745,742,-3,0,0,-1,"0700-0759",837,834,-3,0,0,-1,"0800-0859",0,0,667,3,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-25T12:45:00.000+0000",3,3],[4,12,1,6,"2018-12-01","WN",19393,"N762SW",14843,"SJU","PR",13232,"MDW","IL",1615,1612,-3,0,0,-1,"1600-1659",1925,1908,-17,0,0,-2,"1900-1959",0,0,2057,9,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-01T20:15:00.000+0000",3,17],[2,6,13,4,"2019-06-13","YV",20378,"N85358",12266,"IAH","TX",13871,"OMA","NE",1505,1458,-7,0,0,-1,"1500-1559",1715,1705,-10,0,0,-1,"1700-1759",0,0,781,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T20:05:00.000+0000",47,10],[4,12,1,6,"2018-12-01","WN",19393,"N718SW",14908,"SNA","CA",12889,"LAS","NV",810,808,-2,0,0,-1,"0800-0859",915,909,-6,0,0,-1,"0900-0959",0,0,226,1,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-01T16:10:00.000+0000",2,6],[2,6,17,1,"2019-06-17","YV",20378,"N518LR",12266,"IAH","TX",12451,"JAX","FL",1000,959,-1,0,0,-1,"1000-1059",1313,1304,-9,0,0,-1,"1300-1359",0,0,817,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-17T15:00:00.000+0000",41,9],[4,12,2,7,"2018-12-02","WN",19393,"N8631A",10693,"BNA","TN",14107,"PHX","AZ",830,824,-6,0,0,-1,"0800-0859",1130,1120,-10,0,0,-1,"1100-1159",0,0,1449,6,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-02T14:30:00.000+0000",6,10],[2,6,2,7,"2019-06-02","YV",20378,"N86350",13422,"MOB","AL",12266,"IAH","TX",700,654,-6,0,0,-1,"0700-0759",849,818,-31,0,0,-2,"0800-0859",0,0,427,2,0,0,0,0,0,2019,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2019-06-02T12:00:00.000+0000",46,31],[4,12,2,7,"2018-12-02","WN",19393,"N8556Z",11259,"DAL","TX",12191,"HOU","TX",1230,1226,-4,0,0,-1,"1200-1259",1335,1336,1,1,0,0,"1300-1359",0,0,239,1,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-02T18:30:00.000+0000",4,-1],[2,6,27,4,"2019-06-27","EV",20366,"N14158",13930,"ORD","IL",15016,"STL","MO",755,744,-11,0,0,-1,"0700-0759",915,913,-2,0,0,-1,"0900-0959",0,0,258,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-27T12:55:00.000+0000",11,2],[4,12,2,7,"2018-12-02","WN",19393,"N929WN",11292,"DEN","CO",11986,"GRR","MI",1300,1300,0,0,0,0,"1300-1359",1720,1717,-3,0,0,-1,"1700-1759",0,0,1015,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-02T20:00:00.000+0000",0,3],[2,6,6,4,"2019-06-06","EV",20366,"N12564",11996,"GSP","SC",13930,"ORD","IL",800,757,-3,0,0,-1,"0800-0859",908,907,-1,0,0,-1,"0900-0959",0,0,577,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-06-06T12:00:00.000+0000",43,1],[4,12,2,7,"2018-12-02","WN",19393,"N796SW",12191,"HOU","TX",15370,"TUL","OK",810,804,-6,0,0,-1,"0800-0859",935,916,-19,0,0,-2,"0900-0959",0,0,453,2,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-02T14:10:00.000+0000",6,19],[2,6,12,3,"2019-06-12","EV",20366,"N17115",15412,"TYS","TN",12266,"IAH","TX",933,932,-1,0,0,-1,"0900-0959",1049,1054,5,5,0,0,"1000-1059",0,0,771,4,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-06-12T13:33:00.000+0000",1,-5],[4,10,7,7,"2018-10-07","WN",19393,"N8671D",12191,"HOU","TX",12339,"IND","IN",1105,1104,-1,0,0,-1,"1100-1159",1420,1411,-9,0,0,-1,"1400-1459",0,0,861,4,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-10-07T16:05:00.000+0000",1,9],[2,6,3,1,"2019-06-03","EV",20366,"N14905",12951,"LFT","LA",12266,"IAH","TX",1751,1736,-15,0,0,-1,"1700-1759",1900,1853,-7,0,0,-1,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KLFT","large_airport","Lafayette Regional Airport",42,"NA","US","US-LA","Lafayette","KLFT","LFT","LFT","-91.98760223, 30.20529938","America/Chicago","2019-06-03T22:51:00.000+0000",15,47],[4,12,2,7,"2018-12-02","WN",19393,"N943WN",13296,"MHT","NH",10821,"BWI","MD",1630,1626,-4,0,0,-1,"1600-1659",1805,1759,-6,0,0,-1,"1800-1859",0,0,377,2,0,0,0,0,0,2018,"KMHT","large_airport","Manchester-Boston Regional Airport",266,"NA","US","US-NH","Manchester","KMHT","MHT","MHT","-71.435699, 42.932598","America/New_York","2018-12-02T21:30:00.000+0000",4,46],[2,5,11,6,"2019-05-11","NK",20416,"N647NK",13796,"OAK","CA",12889,"LAS","NV",1400,1359,-1,0,0,-1,"1400-1459",1526,1520,-6,0,0,-1,"1500-1559",0,0,407,2,0,0,0,0,0,2019,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2019-05-11T21:00:00.000+0000",41,6],[4,12,2,7,"2018-12-02","WN",19393,"N732SW",13891,"ONT","CA",14893,"SMF","CA",2130,2130,0,0,0,0,"2100-2159",2245,2247,2,2,0,0,"2200-2259",0,0,390,2,0,0,0,0,0,2018,"KONT","large_airport","Ontario International Airport",944,"NA","US","US-CA","Ontario","KONT","ONT","ONT","-117.60099792480469, 34.055999755859375","America/Los_Angeles","2018-12-03T05:30:00.000+0000",0,-2],[2,6,11,2,"2019-06-11","EV",20366,"N14148",15370,"TUL","OK",12266,"IAH","TX",1850,1840,-10,0,0,-1,"1800-1859",2027,2013,-14,0,0,-1,"2000-2059",0,0,429,2,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-06-11T23:50:00.000+0000",10,14],[4,10,7,7,"2018-10-07","WN",19393,"N761RR",13232,"MDW","IL",15016,"STL","MO",1025,1022,-3,0,0,-1,"1000-1059",1130,1128,-2,0,0,-1,"1100-1159",0,0,251,2,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-07T15:25:00.000+0000",3,2],[2,5,14,2,"2019-05-14","NK",20416,"N901NK",14747,"SEA","WA",12266,"IAH","TX",59,58,-1,0,0,-1,"0001-0559",705,703,-2,0,0,-1,"0700-0759",0,0,1874,8,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-05-14T07:59:00.000+0000",1,2],[4,10,7,7,"2018-10-07","WN",19393,"N901WN",13495,"MSY","LA",11259,"DAL","TX",1000,959,-1,0,0,-1,"1000-1059",1125,1115,-10,0,0,-1,"1100-1159",0,0,436,2,0,0,0,0,0,2018,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2018-10-07T15:00:00.000+0000",41,10],[2,6,2,7,"2019-06-02","EV",20366,"N11548",11042,"CLE","OH",12953,"LGA","NY",1048,1039,-9,0,0,-1,"1000-1059",1229,1210,-19,0,0,-2,"1200-1259",0,0,419,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-02T14:48:00.000+0000",9,19],[4,10,7,7,"2018-10-07","WN",19393,"N8321D",13796,"OAK","CA",12191,"HOU","TX",1245,1239,-6,0,0,-1,"1200-1259",1830,1831,1,1,0,0,"1800-1859",0,0,1642,7,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-07T19:45:00.000+0000",6,-1],[2,6,9,7,"2019-06-09","EV",20366,"N13979",12206,"HRL","TX",12266,"IAH","TX",1210,1201,-9,0,0,-1,"1200-1259",1322,1311,-11,0,0,-1,"1300-1359",0,0,295,2,0,0,0,0,0,2019,"KHRL","medium_airport","Valley International Airport",36,"NA","US","US-TX","Harlingen","KHRL","HRL","HRL","-97.65440368652344, 26.228500366210938","America/Chicago","2019-06-09T17:10:00.000+0000",9,11],[4,10,7,7,"2018-10-07","WN",19393,"N280WN",13891,"ONT","CA",12889,"LAS","NV",725,723,-2,0,0,-1,"0700-0759",825,814,-11,0,0,-1,"0800-0859",0,0,197,1,0,0,0,0,0,2018,"KONT","large_airport","Ontario International Airport",944,"NA","US","US-CA","Ontario","KONT","ONT","ONT","-117.60099792480469, 34.055999755859375","America/Los_Angeles","2018-10-07T14:25:00.000+0000",2,11],[2,6,23,7,"2019-06-23","EV",20366,"N15912",13930,"ORD","IL",12278,"ICT","KS",1255,1248,-7,0,0,-1,"1200-1259",1458,1445,-13,0,0,-1,"1400-1459",0,0,588,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-23T17:55:00.000+0000",7,13],[4,12,2,7,"2018-12-02","WN",19393,"N211WN",14771,"SFO","CA",10800,"BUR","CA",910,902,-8,0,0,-1,"0900-0959",1025,1005,-20,0,0,-2,"1000-1059",0,0,326,2,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-02T17:10:00.000+0000",8,20],[2,6,27,4,"2019-06-27","EV",20366,"N19554",11278,"DCA","VA",11042,"CLE","OH",615,600,-15,0,0,-1,"0600-0659",740,716,-24,0,0,-2,"0700-0759",0,0,310,2,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-27T10:15:00.000+0000",15,24],[4,10,7,7,"2018-10-07","WN",19393,"N939WN",14122,"PIT","PA",10693,"BNA","TN",800,758,-2,0,0,-1,"0800-0859",835,819,-16,0,0,-2,"0800-0859",0,0,462,2,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-10-07T12:00:00.000+0000",42,16],[2,5,31,5,"2019-05-31","NK",20416,"N695NK",10821,"BWI","MD",13204,"MCO","FL",620,616,-4,0,0,-1,"0600-0659",840,830,-10,0,0,-1,"0800-0859",0,0,787,4,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-31T10:20:00.000+0000",4,10],[4,12,2,7,"2018-12-02","WN",19393,"N781WN",14831,"SJC","CA",14747,"SEA","WA",1225,1223,-2,0,0,-1,"1200-1259",1435,1432,-3,0,0,-1,"1400-1459",0,0,696,3,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-12-02T20:25:00.000+0000",2,3],[2,5,8,3,"2019-05-08","NK",20416,"N519NK",13198,"MCI","MO",13577,"MYR","SC",940,932,-8,0,0,-1,"0900-0959",1305,1252,-13,0,0,-1,"1300-1359",0,0,959,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-08T14:40:00.000+0000",8,53],[4,12,2,7,"2018-12-02","WN",19393,"N465WN",14843,"SJU","PR",11697,"FLL","FL",645,640,-5,0,0,-1,"0600-0659",835,824,-11,0,0,-1,"0800-0859",0,0,1046,5,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-02T10:45:00.000+0000",5,11],[2,5,5,7,"2019-05-05","NK",20416,"N607NK",10397,"ATL","GA",12892,"LAX","CA",1217,1214,-3,0,0,-1,"1200-1259",1406,1407,1,1,0,0,"1400-1459",0,0,1947,8,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-05T16:17:00.000+0000",3,-1],[4,10,7,7,"2018-10-07","WN",19393,"N953WN",14492,"RDU","NC",13198,"MCI","MO",1225,1222,-3,0,0,-1,"1200-1259",1400,1340,-20,0,0,-2,"1400-1459",0,0,904,4,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-07T16:25:00.000+0000",3,60],[2,5,8,3,"2019-05-08","NK",20416,"N603NK",11697,"FLL","FL",10397,"ATL","GA",930,927,-3,0,0,-1,"0900-0959",1127,1126,-1,0,0,-1,"1100-1159",0,0,581,3,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-08T13:30:00.000+0000",3,1],[4,10,7,7,"2018-10-07","WN",19393,"N428WN",14679,"SAN","CA",10821,"BWI","MD",1130,1120,-10,0,0,-1,"1100-1159",1925,1904,-21,0,0,-2,"1900-1959",0,0,2295,10,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-07T18:30:00.000+0000",10,21],[2,5,25,6,"2019-05-25","NK",20416,"N692NK",13204,"MCO","FL",11298,"DFW","TX",1010,1007,-3,0,0,-1,"1000-1059",1155,1138,-17,0,0,-2,"1100-1159",0,0,985,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-25T14:10:00.000+0000",3,17],[4,12,26,3,"2018-12-26","WN",19393,"N769SW",14683,"SAT","TX",14107,"PHX","AZ",615,612,-3,0,0,-1,"0600-0659",745,734,-11,0,0,-1,"0700-0759",0,0,843,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-12-26T12:15:00.000+0000",3,11],[2,5,7,2,"2019-05-07","NK",20416,"N902NK",13930,"ORD","IL",11697,"FLL","FL",515,511,-4,0,0,-1,"0001-0559",917,856,-21,0,0,-2,"0900-0959",0,0,1182,5,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-07T10:15:00.000+0000",4,61],[4,10,7,7,"2018-10-07","WN",19393,"N473WN",15016,"STL","MO",14771,"SFO","CA",1420,1419,-1,0,0,-1,"1400-1459",1645,1623,-22,0,0,-2,"1600-1659",0,0,1735,7,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-10-07T19:20:00.000+0000",1,22],[2,6,7,5,"2019-06-07","EV",20366,"N16976",12266,"IAH","TX",13256,"MFE","TX",1215,1210,-5,0,0,-1,"1200-1259",1329,1348,19,19,1,1,"1300-1359",0,0,316,2,0,0,19,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-07T17:15:00.000+0000",5,-19],[4,12,26,3,"2018-12-26","WN",19393,"N8522P",14893,"SMF","CA",11292,"DEN","CO",825,818,-7,0,0,-1,"0800-0859",1140,1140,0,0,0,0,"1100-1159",0,0,909,4,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-12-26T16:25:00.000+0000",7,0],[2,5,22,3,"2019-05-22","NK",20416,"N636NK",10721,"BOS","MA",13204,"MCO","FL",1550,1545,-5,0,0,-1,"1500-1559",1905,1841,-24,0,0,-2,"1900-1959",0,0,1121,5,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-22T19:50:00.000+0000",5,64],[4,10,8,1,"2018-10-08","WN",19393,"N569WN",10821,"BWI","MD",13198,"MCI","MO",845,840,-5,0,0,-1,"0800-0859",1040,1032,-8,0,0,-1,"1000-1059",0,0,967,4,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-08T12:45:00.000+0000",5,8],[2,5,24,5,"2019-05-24","NK",20416,"N504NK",11066,"CMH","OH",11697,"FLL","FL",600,600,0,0,0,0,"0600-0659",837,815,-22,0,0,-2,"0800-0859",0,0,973,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-24T10:00:00.000+0000",0,22],[4,10,8,1,"2018-10-08","WN",19393,"N916WN",11042,"CLE","OH",10821,"BWI","MD",605,600,-5,0,0,-1,"0600-0659",720,720,0,0,0,0,"0700-0759",0,0,314,2,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-10-08T10:05:00.000+0000",5,0],[2,5,24,5,"2019-05-24","NK",20416,"N502NK",14100,"PHL","PA",13495,"MSY","LA",1436,1425,-11,0,0,-1,"1400-1459",1700,1632,-28,0,0,-2,"1700-1759",0,0,1089,5,0,0,0,0,0,2019,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2019-05-24T18:36:00.000+0000",11,68],[4,10,8,1,"2018-10-08","WN",19393,"N8629A",11292,"DEN","CO",13204,"MCO","FL",935,934,-1,0,0,-1,"0900-0959",1500,1534,34,34,1,2,"1500-1559",0,0,1546,7,0,0,34,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-08T15:35:00.000+0000",1,-34],[2,5,15,3,"2019-05-15","NK",20416,"N617NK",10397,"ATL","GA",13487,"MSP","MN",1104,1101,-3,0,0,-1,"1100-1159",1249,1252,3,3,0,0,"1200-1259",0,0,907,4,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-15T15:04:00.000+0000",3,-3],[4,12,27,4,"2018-12-27","WN",19393,"N718SW",11066,"CMH","OH",14635,"RSW","FL",520,520,0,0,0,0,"0001-0559",755,747,-8,0,0,-1,"0700-0759",0,0,930,4,0,0,0,0,0,2018,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2018-12-27T10:20:00.000+0000",0,8],[2,5,24,5,"2019-05-24","NK",20416,"N646NK",11697,"FLL","FL",13930,"ORD","IL",2210,2202,-8,0,0,-1,"2200-2259",27,2355,-32,0,0,-2,"0001-0559",0,0,1182,5,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-25T02:10:00.000+0000",8,-2328],[4,10,8,1,"2018-10-08","WN",19393,"N932WN",11697,"FLL","FL",13495,"MSY","LA",925,919,-6,0,0,-1,"0900-0959",1020,1004,-16,0,0,-2,"1000-1059",0,0,674,3,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-10-08T13:25:00.000+0000",6,16],[2,6,5,3,"2019-06-05","F9",20436,"N201FR",10792,"BUF","NY",14492,"RDU","NC",1131,1116,-15,0,0,-1,"1100-1159",1311,1248,-23,0,0,-2,"1300-1359",0,0,487,2,0,0,0,0,0,2019,"KBUF","large_airport","Buffalo Niagara International Airport",728,"NA","US","US-NY","Buffalo","KBUF","BUF","BUF","-78.73220062, 42.94049835","America/New_York","2019-06-05T15:31:00.000+0000",15,63],[4,10,8,1,"2018-10-08","WN",19393,"N287WN",13232,"MDW","IL",13487,"MSP","MN",700,658,-2,0,0,-1,"0700-0759",830,828,-2,0,0,-1,"0800-0859",0,0,349,2,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-08T12:00:00.000+0000",42,2],[2,6,5,3,"2019-06-05","F9",20436,"N342FR",10397,"ATL","GA",11109,"COS","CO",1540,1528,-12,0,0,-1,"1500-1559",1700,1631,-29,0,0,-2,"1700-1759",0,0,1184,5,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T19:40:00.000+0000",12,69],[4,10,8,1,"2018-10-08","WN",19393,"N419WN",13232,"MDW","IL",14492,"RDU","NC",830,828,-2,0,0,-1,"0800-0859",1120,1122,2,2,0,0,"1100-1159",0,0,632,3,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-08T13:30:00.000+0000",2,-2],[2,6,5,3,"2019-06-05","F9",20436,"N350FR",14771,"SFO","CA",11292,"DEN","CO",55,49,-6,0,0,-1,"0001-0559",433,408,-25,0,0,-2,"0001-0559",0,0,967,4,0,0,0,0,0,2019,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2019-06-05T07:55:00.000+0000",6,25],[4,12,27,4,"2018-12-27","WN",19393,"N8548P",13198,"MCI","MO",11259,"DAL","TX",1005,1002,-3,0,0,-1,"1000-1059",1135,1140,5,5,0,0,"1100-1159",0,0,461,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-27T16:05:00.000+0000",3,-5],[2,6,6,4,"2019-06-06","F9",20436,"N723FR",11042,"CLE","OH",12889,"LAS","NV",2120,2117,-3,0,0,-1,"2100-2159",2252,2229,-23,0,0,-2,"2200-2259",0,0,1824,8,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-07T01:20:00.000+0000",3,23],[4,10,8,1,"2018-10-08","WN",19393,"N714CB",13342,"MKE","WI",11042,"CLE","OH",1630,1630,0,0,0,0,"1600-1659",1840,1840,0,0,0,0,"1800-1859",0,0,328,2,0,0,0,0,0,2018,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2018-10-08T21:30:00.000+0000",0,0],[2,5,24,5,"2019-05-24","NK",20416,"N673NK",11433,"DTW","MI",12889,"LAS","NV",1108,1107,-1,0,0,-1,"1100-1159",1225,1230,5,5,0,0,"1200-1259",0,0,1749,7,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-24T15:08:00.000+0000",1,-5],[4,10,8,1,"2018-10-08","WN",19393,"N490WN",13931,"ORF","VA",10821,"BWI","MD",1230,1225,-5,0,0,-1,"1200-1259",1325,1314,-11,0,0,-1,"1300-1359",0,0,159,1,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-10-08T16:30:00.000+0000",5,11],[2,5,2,4,"2019-05-02","NK",20416,"N680NK",11697,"FLL","FL",11433,"DTW","MI",710,704,-6,0,0,-1,"0700-0759",1008,957,-11,0,0,-1,"1000-1059",0,0,1127,5,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-02T11:10:00.000+0000",6,51],[4,10,8,1,"2018-10-08","WN",19393,"N556WN",14107,"PHX","AZ",15370,"TUL","OK",1035,1031,-4,0,0,-1,"1000-1059",1505,1457,-8,0,0,-1,"1500-1559",0,0,935,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-08T17:35:00.000+0000",4,48],[2,5,10,5,"2019-05-10","NK",20416,"N651NK",13495,"MSY","LA",12266,"IAH","TX",845,841,-4,0,0,-1,"0800-0859",1007,1030,23,23,1,1,"1000-1059",0,0,305,2,0,0,23,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-10T13:45:00.000+0000",4,-23],[4,10,8,1,"2018-10-08","WN",19393,"N776WN",14679,"SAN","CA",13796,"OAK","CA",1010,1007,-3,0,0,-1,"1000-1059",1140,1133,-7,0,0,-1,"1100-1159",0,0,446,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-08T17:10:00.000+0000",3,7],[2,6,7,5,"2019-06-07","F9",20436,"N719FR",14100,"PHL","PA",13204,"MCO","FL",1401,1358,-3,0,0,-1,"1400-1459",1640,1623,-17,0,0,-2,"1600-1659",0,0,861,4,0,0,0,0,0,2019,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2019-06-07T18:01:00.000+0000",43,17],[4,12,27,4,"2018-12-27","WN",19393,"N723SW",14193,"PNS","FL",10693,"BNA","TN",755,754,-1,0,0,-1,"0700-0759",915,904,-11,0,0,-1,"0900-0959",0,0,391,2,0,0,0,0,0,2018,"KPNS","medium_airport","Pensacola International Airport",121,"NA","US","US-FL","Pensacola","KPNS","PNS","PNS","-87.1866, 30.4734","America/Chicago","2018-12-27T13:55:00.000+0000",1,11],[2,5,22,3,"2019-05-22","NK",20416,"N694NK",12339,"IND","IN",12889,"LAS","NV",2047,2045,-2,0,0,-1,"2000-2059",2150,2149,-1,0,0,-1,"2100-2159",0,0,1590,7,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-23T00:47:00.000+0000",2,1],[4,12,27,4,"2018-12-27","WN",19393,"N8553W",14492,"RDU","NC",12191,"HOU","TX",1415,1415,0,0,0,0,"1400-1459",1620,1634,14,14,0,0,"1600-1659",0,0,1050,5,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-12-27T19:15:00.000+0000",0,-14],[2,5,14,2,"2019-05-14","NK",20416,"N601NK",12889,"LAS","NV",14057,"PDX","OR",2240,2234,-6,0,0,-1,"2200-2259",55,40,-15,0,0,-1,"0001-0559",0,0,763,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-15T05:40:00.000+0000",6,15],[4,10,8,1,"2018-10-08","WN",19393,"N8316H",15304,"TPA","FL",11697,"FLL","FL",1920,1920,0,0,0,0,"1900-1959",2025,2024,-1,0,0,-1,"2000-2059",0,0,197,1,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-08T23:20:00.000+0000",0,1],[2,5,7,2,"2019-05-07","NK",20416,"N639NK",10397,"ATL","GA",10821,"BWI","MD",700,656,-4,0,0,-1,"0700-0759",849,842,-7,0,0,-1,"0800-0859",0,0,577,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-07T11:00:00.000+0000",44,7],[4,12,24,1,"2018-12-24","WN",19393,"N8549Z",13204,"MCO","FL",13198,"MCI","MO",1715,1710,-5,0,0,-1,"1700-1759",1915,1858,-17,0,0,-2,"1900-1959",0,0,1072,5,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-24T22:15:00.000+0000",5,57],[2,5,10,5,"2019-05-10","NK",20416,"N901NK",11292,"DEN","CO",12889,"LAS","NV",1140,1137,-3,0,0,-1,"1100-1159",1236,1219,-17,0,0,-2,"1200-1259",0,0,628,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-10T17:40:00.000+0000",3,17],[4,10,11,4,"2018-10-11","WN",19393,"N567WN",12892,"LAX","CA",10423,"AUS","TX",850,850,0,0,0,0,"0800-0859",1400,1327,-33,0,0,-2,"1400-1459",0,0,1242,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-11T15:50:00.000+0000",0,73],[2,5,2,4,"2019-05-02","NK",20416,"N908NK",11433,"DTW","MI",10397,"ATL","GA",1849,1845,-4,0,0,-1,"1800-1859",2054,2038,-16,0,0,-2,"2000-2059",0,0,594,3,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-02T22:49:00.000+0000",4,16],[4,10,11,4,"2018-10-11","WN",19393,"N926WN",13198,"MCI","MO",11259,"DAL","TX",810,808,-2,0,0,-1,"0800-0859",940,937,-3,0,0,-1,"0900-0959",0,0,461,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-11T13:10:00.000+0000",2,3],[2,5,18,6,"2019-05-18","NK",20416,"N684NK",13930,"ORD","IL",12266,"IAH","TX",942,940,-2,0,0,-1,"0900-0959",1231,1212,-19,0,0,-2,"1200-1259",0,0,925,4,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-18T14:42:00.000+0000",2,19],[4,12,24,1,"2018-12-24","WN",19393,"N7721E",14679,"SAN","CA",12889,"LAS","NV",1455,1453,-2,0,0,-1,"1400-1459",1605,1601,-4,0,0,-1,"1600-1659",0,0,258,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-24T22:55:00.000+0000",2,4],[2,6,10,1,"2019-06-10","F9",20436,"N351FR",13487,"MSP","MN",11042,"CLE","OH",1112,1106,-6,0,0,-1,"1100-1159",1407,1354,-13,0,0,-1,"1400-1459",0,0,622,3,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-10T16:12:00.000+0000",6,53],[4,12,24,1,"2018-12-24","WN",19393,"N954WN",14831,"SJC","CA",14679,"SAN","CA",1845,1838,-7,0,0,-1,"1800-1859",2005,1957,-8,0,0,-1,"2000-2059",0,0,417,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-12-25T02:45:00.000+0000",7,48],[2,5,8,3,"2019-05-08","NK",20416,"N601NK",11697,"FLL","FL",15304,"TPA","FL",2255,2251,-4,0,0,-1,"2200-2259",2355,2345,-10,0,0,-1,"2300-2359",0,0,197,1,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-09T02:55:00.000+0000",4,10],[4,12,24,1,"2018-12-24","WN",19393,"N457WN",14893,"SMF","CA",10821,"BWI","MD",730,727,-3,0,0,-1,"0700-0759",1520,1502,-18,0,0,-2,"1500-1559",0,0,2395,10,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-12-24T15:30:00.000+0000",3,18],[2,5,24,5,"2019-05-24","WN",19393,"N8317M",12173,"HNL","HI",13830,"OGG","HI",1525,1523,-2,0,0,-1,"1500-1559",1615,1608,-7,0,0,-1,"1600-1659",0,0,100,1,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-05-25T01:25:00.000+0000",2,7],[4,12,24,1,"2018-12-24","WN",19393,"N933WN",15016,"STL","MO",12191,"HOU","TX",1340,1339,-1,0,0,-1,"1300-1359",1545,1537,-8,0,0,-1,"1500-1559",0,0,687,3,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-12-24T19:40:00.000+0000",1,8],[2,5,24,5,"2019-05-24","WN",19393,"N729SW",12889,"LAS","NV",14570,"RNO","NV",905,905,0,0,0,0,"0900-0959",1030,1020,-10,0,0,-1,"1000-1059",0,0,345,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-24T16:05:00.000+0000",0,10],[4,10,11,4,"2018-10-11","WN",19393,"N569WN",13796,"OAK","CA",14747,"SEA","WA",1610,1606,-4,0,0,-1,"1600-1659",1810,1804,-6,0,0,-1,"1800-1859",0,0,672,3,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-11T23:10:00.000+0000",4,6],[2,6,23,7,"2019-06-23","OO",20304,"N809SK",12266,"IAH","TX",14869,"SLC","UT",645,641,-4,0,0,-1,"0600-0659",852,846,-6,0,0,-1,"0800-0859",0,0,1195,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-23T11:45:00.000+0000",4,6],[4,12,24,1,"2018-12-24","WN",19393,"N432WN",15376,"TUS","AZ",14679,"SAN","CA",945,939,-6,0,0,-1,"0900-0959",1005,950,-15,0,0,-1,"1000-1059",0,0,368,2,0,0,0,0,0,2018,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2018-12-24T16:45:00.000+0000",6,55],[2,5,24,5,"2019-05-24","WN",19393,"N439WN",13232,"MDW","IL",12191,"HOU","TX",1115,1112,-3,0,0,-1,"1100-1159",1355,1338,-17,0,0,-2,"1300-1359",0,0,937,4,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-24T16:15:00.000+0000",3,17],[4,12,25,2,"2018-12-25","WN",19393,"N8302F",10821,"BWI","MD",14122,"PIT","PA",1905,1902,-3,0,0,-1,"1900-1959",2005,1954,-11,0,0,-1,"2000-2059",0,0,210,1,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-12-26T00:05:00.000+0000",3,51],[2,6,23,7,"2019-06-23","OO",20304,"N133SY",11292,"DEN","CO",15376,"TUS","AZ",944,940,-4,0,0,-1,"0900-0959",1045,1059,14,14,0,0,"1000-1059",0,0,639,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-23T15:44:00.000+0000",4,-14],[4,10,1,1,"2018-10-01","YX",20452,"N863RW",14986,"SRQ","FL",11618,"EWR","NJ",1145,1135,-10,0,0,-1,"1100-1159",1413,1436,23,23,1,1,"1400-1459",0,0,1034,5,0,0,23,0,0,2018,"KSRQ","large_airport","Sarasota Bradenton International Airport",30,"NA","US","US-FL","Sarasota/Bradenton","KSRQ","SRQ","SRQ","-82.55439758300781, 27.39539909362793","America/New_York","2018-10-01T15:45:00.000+0000",10,-23],[2,5,24,5,"2019-05-24","WN",19393,"N791SW",13495,"MSY","LA",10693,"BNA","TN",1305,1303,-2,0,0,-1,"1300-1359",1435,1424,-11,0,0,-1,"1400-1459",0,0,471,2,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-24T18:05:00.000+0000",2,11],[4,12,25,2,"2018-12-25","WN",19393,"N7885A",11259,"DAL","TX",10821,"BWI","MD",1725,1725,0,0,0,0,"1700-1759",2110,2055,-15,0,0,-1,"2100-2159",0,0,1209,5,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-25T23:25:00.000+0000",0,55],[2,6,23,7,"2019-06-23","OO",20304,"N701BR",14570,"RNO","NV",14771,"SFO","CA",1230,1216,-14,0,0,-1,"1200-1259",1348,1331,-17,0,0,-2,"1300-1359",0,0,192,1,0,0,0,0,0,2019,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2019-06-23T19:30:00.000+0000",14,17],[4,10,2,2,"2018-10-02","YX",20452,"N644RW",14730,"SDF","KY",12266,"IAH","TX",735,731,-4,0,0,-1,"0700-0759",851,848,-3,0,0,-1,"0800-0859",0,0,788,4,0,0,0,0,0,2018,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2018-10-02T11:35:00.000+0000",4,3],[2,5,24,5,"2019-05-24","WN",19393,"N926WN",13796,"OAK","CA",13891,"ONT","CA",610,609,-1,0,0,-1,"0600-0659",730,729,-1,0,0,-1,"0700-0759",0,0,362,2,0,0,0,0,0,2019,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2019-05-24T13:10:00.000+0000",1,1],[4,10,2,2,"2018-10-02","YX",20452,"N743YX",11618,"EWR","NJ",14492,"RDU","NC",1700,1651,-9,0,0,-1,"1700-1759",1842,1834,-8,0,0,-1,"1800-1859",0,0,416,2,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-02T21:00:00.000+0000",49,8],[2,6,10,1,"2019-06-10","OO",20304,"N920EV",10779,"BTM","MT",14869,"SLC","UT",1300,1244,-16,0,0,-2,"1300-1359",1426,1401,-25,0,0,-2,"1400-1459",0,0,358,2,0,0,0,0,0,2019,"KBTM","medium_airport","Bert Mooney Airport",5550,"NA","US","US-MT","Butte","KBTM","BTM","BTM","-112.49700164794922, 45.95479965209961","America/Denver","2019-06-10T19:00:00.000+0000",56,25],[4,12,25,2,"2018-12-25","WN",19393,"N8613K",11292,"DEN","CO",13851,"OKC","OK",1945,1943,-2,0,0,-1,"1900-1959",2215,2201,-14,0,0,-1,"2200-2259",0,0,495,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-26T02:45:00.000+0000",2,14],[2,5,24,5,"2019-05-24","WN",19393,"N282WN",13931,"ORF","VA",10821,"BWI","MD",2045,2036,-9,0,0,-1,"2000-2059",2150,2125,-25,0,0,-2,"2100-2159",0,0,159,1,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-25T00:45:00.000+0000",9,25],[4,10,3,3,"2018-10-03","YX",20452,"N740YX",14122,"PIT","PA",12266,"IAH","TX",625,618,-7,0,0,-1,"0600-0659",821,758,-23,0,0,-2,"0800-0859",0,0,1117,5,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-10-03T10:25:00.000+0000",7,63],[2,6,10,1,"2019-06-10","OO",20304,"N449SW",14869,"SLC","UT",11921,"GJT","CO",1700,1656,-4,0,0,-1,"1700-1759",1812,1757,-15,0,0,-1,"1800-1859",0,0,216,1,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-06-10T23:00:00.000+0000",44,55],[4,10,3,3,"2018-10-03","YX",20452,"N636RW",11618,"EWR","NJ",13487,"MSP","MN",2110,2100,-10,0,0,-1,"2100-2159",2321,2258,-23,0,0,-2,"2300-2359",0,0,1008,5,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-04T01:10:00.000+0000",10,63],[2,5,31,5,"2019-05-31","WN",19393,"N761RR",10800,"BUR","CA",14057,"PDX","OR",1100,1100,0,0,0,0,"1100-1159",1320,1304,-16,0,0,-2,"1300-1359",0,0,817,4,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-05-31T18:00:00.000+0000",0,16],[4,10,4,4,"2018-10-04","YX",20452,"N861RW",11066,"CMH","OH",13930,"ORD","IL",625,618,-7,0,0,-1,"0600-0659",655,655,0,0,0,0,"0600-0659",0,0,296,2,0,0,0,0,0,2018,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2018-10-04T10:25:00.000+0000",7,0],[2,6,11,2,"2019-06-11","OO",20304,"N296SY",14747,"SEA","WA",12819,"KTN","AK",1120,1119,-1,0,0,-1,"1100-1159",1251,1212,-39,0,0,-2,"1200-1259",0,0,680,3,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-11T18:20:00.000+0000",1,39],[4,10,4,4,"2018-10-04","YX",20452,"N865RW",13930,"ORD","IL",10397,"ATL","GA",1400,1354,-6,0,0,-1,"1400-1459",1709,1649,-20,0,0,-2,"1700-1759",0,0,606,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T19:00:00.000+0000",46,60],[2,5,31,5,"2019-05-31","WN",19393,"N566WN",11140,"CRP","TX",12191,"HOU","TX",1525,1517,-8,0,0,-1,"1500-1559",1625,1601,-24,0,0,-2,"1600-1659",0,0,187,1,0,0,0,0,0,2019,"KCRP","large_airport","Corpus Christi International Airport",44,"NA","US","US-TX","Corpus Christi","KCRP","CRP","CRP","-97.5011978149414, 27.77039909362793","America/Chicago","2019-05-31T20:25:00.000+0000",8,24],[4,12,25,2,"2018-12-25","WN",19393,"N415WN",12889,"LAS","NV",13796,"OAK","CA",1825,1825,0,0,0,0,"1800-1859",1955,1942,-13,0,0,-1,"1900-1959",0,0,407,2,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-26T02:25:00.000+0000",0,13],[2,6,11,2,"2019-06-11","OO",20304,"N265SY",13487,"MSP","MN",13871,"OMA","NE",1354,1353,-1,0,0,-1,"1300-1359",1513,1506,-7,0,0,-1,"1500-1559",0,0,282,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-11T18:54:00.000+0000",1,7],[4,10,4,4,"2018-10-04","YX",20452,"N655RW",12266,"IAH","TX",14193,"PNS","FL",935,928,-7,0,0,-1,"0900-0959",1115,1056,-19,0,0,-2,"1100-1159",0,0,489,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-04T14:35:00.000+0000",7,59],[2,5,31,5,"2019-05-31","WN",19393,"N453WN",11697,"FLL","FL",13204,"MCO","FL",1150,1148,-2,0,0,-1,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,177,1,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-31T15:50:00.000+0000",2,7],[4,10,4,4,"2018-10-04","YX",20452,"N647RW",13930,"ORD","IL",11193,"CVG","KY",2110,2106,-4,0,0,-1,"2100-2159",2334,2320,-14,0,0,-1,"2300-2359",0,0,264,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-05T02:10:00.000+0000",4,14],[2,6,11,2,"2019-06-11","OO",20304,"N133SY",14004,"PAE","WA",11292,"DEN","CO",1555,1545,-10,0,0,-1,"1500-1559",1940,1917,-23,0,0,-2,"1900-1959",0,0,1036,5,0,0,0,0,0,2019,"KPAE","medium_airport","Snohomish County (Paine Field) Airport",606,"NA","US","US-WA","Everett","KPAE","PAE","PAE","-122.2819977, 47.90629959","America/Los_Angeles","2019-06-11T22:55:00.000+0000",10,23],[4,12,25,2,"2018-12-25","WN",19393,"N457WN",12892,"LAX","CA",14107,"PHX","AZ",1600,1558,-2,0,0,-1,"1600-1659",1820,1816,-4,0,0,-1,"1800-1859",0,0,370,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-26T00:00:00.000+0000",42,4],[2,5,31,5,"2019-05-31","WN",19393,"N8514F",13204,"MCO","FL",11292,"DEN","CO",1010,1009,-1,0,0,-1,"1000-1059",1210,1159,-11,0,0,-1,"1200-1259",0,0,1546,7,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-31T14:10:00.000+0000",1,51],[4,10,5,5,"2018-10-05","YX",20452,"N723YX",11433,"DTW","MI",11618,"EWR","NJ",1005,953,-12,0,0,-1,"1000-1059",1149,1125,-24,0,0,-2,"1100-1159",0,0,488,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-05T14:05:00.000+0000",52,24],[2,5,31,5,"2019-05-31","WN",19393,"N937WN",13204,"MCO","FL",12191,"HOU","TX",2130,2127,-3,0,0,-1,"2100-2159",2250,2251,1,1,0,0,"2200-2259",0,0,849,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-01T01:30:00.000+0000",3,-1],[4,12,25,2,"2018-12-25","WN",19393,"N7731A",13296,"MHT","NH",10821,"BWI","MD",1635,1633,-2,0,0,-1,"1600-1659",1810,1753,-17,0,0,-2,"1800-1859",0,0,377,2,0,0,0,0,0,2018,"KMHT","large_airport","Manchester-Boston Regional Airport",266,"NA","US","US-NH","Manchester","KMHT","MHT","MHT","-71.435699, 42.932598","America/New_York","2018-12-25T21:35:00.000+0000",2,57],[2,6,11,2,"2019-06-11","OO",20304,"N117SY",13485,"MSN","WI",14771,"SFO","CA",1553,1546,-7,0,0,-1,"1500-1559",1835,1801,-34,0,0,-2,"1800-1859",0,0,1772,8,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-06-11T20:53:00.000+0000",7,34],[4,10,19,5,"2018-10-19","EV",20366,"N713EV",13367,"MLI","IL",10397,"ATL","GA",1128,1127,-1,0,0,-1,"1100-1159",1419,1416,-3,0,0,-1,"1400-1459",0,0,633,3,0,0,0,0,0,2018,"KMLI","large_airport","Quad City International Airport",590,"NA","US","US-IL","Moline","KMLI","MLI","MLI","-90.50749969482422, 41.44850158691406","America/Chicago","2018-10-19T16:28:00.000+0000",1,3],[2,5,31,5,"2019-05-31","WN",19393,"N720WN",13232,"MDW","IL",10800,"BUR","CA",825,825,0,0,0,0,"0800-0859",1045,1035,-10,0,0,-1,"1000-1059",0,0,1740,7,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-31T13:25:00.000+0000",0,10],[4,10,30,2,"2018-10-30","EV",20366,"N708EV",11003,"CID","IA",10397,"ATL","GA",1705,1701,-4,0,0,-1,"1700-1759",2005,1959,-6,0,0,-1,"2000-2059",0,0,694,3,0,0,0,0,0,2018,"KCID","large_airport","The Eastern Iowa Airport",869,"NA","US","US-IA","Cedar Rapids","KCID","CID","CID","-91.71080017089844, 41.884700775146484","America/Chicago","2018-10-30T22:05:00.000+0000",4,46],[2,6,11,2,"2019-06-11","OO",20304,"N498CA",14150,"PLN","MI",10333,"APN","MI",2213,2200,-13,0,0,-1,"2200-2259",2255,2239,-16,0,0,-2,"2200-2259",0,0,69,1,0,0,0,0,0,2019,"KPLN","medium_airport","Pellston Regional Airport of Emmet County Airport",721,"NA","US","US-MI","Pellston","KPLN","PLN","PLN","-84.79669952, 45.57089996","America/Detroit","2019-06-12T02:13:00.000+0000",13,16],[4,12,23,7,"2018-12-23","9E",20363,"N8886A",12953,"LGA","NY",11995,"GSO","NC",1820,1814,-6,0,0,-1,"1800-1859",2018,2012,-6,0,0,-1,"2000-2059",0,0,461,2,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-23T23:20:00.000+0000",6,6],[2,6,12,3,"2019-06-12","OO",20304,"N727SK",12892,"LAX","CA",12441,"JAC","WY",1817,1810,-7,0,0,-1,"1800-1859",2128,2112,-16,0,0,-2,"2100-2159",0,0,784,4,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-06-13T01:17:00.000+0000",7,16],[4,12,4,2,"2018-12-04","9E",20363,"N297PQ",13485,"MSN","WI",11433,"DTW","MI",907,903,-4,0,0,-1,"0900-0959",1132,1117,-15,0,0,-1,"1100-1159",0,0,311,2,0,0,0,0,0,2018,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2018-12-04T15:07:00.000+0000",4,15],[2,6,12,3,"2019-06-12","OO",20304,"N771SK",14730,"SDF","KY",13930,"ORD","IL",1933,1931,-2,0,0,-1,"1900-1959",2006,2034,28,28,1,1,"2000-2059",0,0,286,2,0,0,28,0,0,2019,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2019-06-12T23:33:00.000+0000",2,-28],[4,10,3,3,"2018-10-03","EV",20366,"N707EV",10397,"ATL","GA",12945,"LEX","KY",1014,1009,-5,0,0,-1,"1000-1059",1128,1116,-12,0,0,-1,"1100-1159",0,0,304,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-03T14:14:00.000+0000",5,12],[2,6,12,3,"2019-06-12","OO",20304,"N185SY",14570,"RNO","NV",14057,"PDX","OR",1955,1945,-10,0,0,-1,"1900-1959",2125,2120,-5,0,0,-1,"2100-2159",0,0,444,2,0,0,0,0,0,2019,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2019-06-13T02:55:00.000+0000",10,5],[4,12,8,6,"2018-12-08","9E",20363,"N8976E",12007,"GTR","MS",10397,"ATL","GA",1325,1321,-4,0,0,-1,"1300-1359",1542,1525,-17,0,0,-2,"1500-1559",0,0,241,1,0,0,0,0,0,2018,"KGTR","medium_airport","Golden Triangle Regional Airport",264,"NA","US","US-MS","Columbus/W Point/Starkville","KGTR","GTR","GTR","-88.5914001465, 33.450298309299995","America/Chicago","2018-12-08T19:25:00.000+0000",4,17],[2,6,12,3,"2019-06-12","OO",20304,"N185SY",14057,"PDX","OR",14570,"RNO","NV",1730,1724,-6,0,0,-1,"1700-1759",1910,1908,-2,0,0,-1,"1900-1959",0,0,444,2,0,0,0,0,0,2019,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2019-06-13T00:30:00.000+0000",6,2],[4,10,1,1,"2018-10-01","OO",20304,"N755SK",11298,"DFW","TX",15412,"TYS","TN",2035,2026,-9,0,0,-1,"2000-2059",2345,2354,9,9,0,0,"2300-2359",0,0,771,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-02T01:35:00.000+0000",9,-9],[2,5,31,5,"2019-05-31","WN",19393,"N934WN",14107,"PHX","AZ",11042,"CLE","OH",1035,1032,-3,0,0,-1,"1000-1059",1730,1716,-14,0,0,-1,"1700-1759",0,0,1737,7,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-31T17:35:00.000+0000",3,14],[4,10,1,1,"2018-10-01","OO",20304,"N702SK",11695,"FLG","AZ",14107,"PHX","AZ",1034,1033,-1,0,0,-1,"1000-1059",1129,1123,-6,0,0,-1,"1100-1159",0,0,119,1,0,0,0,0,0,2018,"KFLG","medium_airport","Flagstaff Pulliam Airport",7014,"NA","US","US-AZ","Flagstaff","KFLG","FLG","FLG","-111.6709976, 35.13850021","America/Phoenix","2018-10-01T17:34:00.000+0000",1,6],[2,6,12,3,"2019-06-12","OO",20304,"N181SY",14679,"SAN","CA",14869,"SLC","UT",650,643,-7,0,0,-1,"0600-0659",950,956,6,6,0,0,"0900-0959",0,0,626,3,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-12T13:50:00.000+0000",7,-6],[4,12,13,4,"2018-12-13","9E",20363,"N921XJ",12953,"LGA","NY",11423,"DSM","IA",1121,1107,-14,0,0,-1,"1100-1159",1352,1404,12,12,0,0,"1300-1359",0,0,1031,5,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-13T16:21:00.000+0000",14,-52],[2,6,12,3,"2019-06-12","OO",20304,"N189SY",14679,"SAN","CA",11638,"FAT","CA",1940,1934,-6,0,0,-1,"1900-1959",2100,2059,-1,0,0,-1,"2100-2159",0,0,314,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-13T02:40:00.000+0000",6,41],[4,12,3,1,"2018-12-03","9E",20363,"N293PQ",11433,"DTW","MI",10792,"BUF","NY",1012,1007,-5,0,0,-1,"1000-1059",1139,1129,-10,0,0,-1,"1100-1159",0,0,241,1,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-12-03T15:12:00.000+0000",5,10],[2,6,12,3,"2019-06-12","OO",20304,"N274SY",10868,"CAE","SC",12953,"LGA","NY",600,557,-3,0,0,-1,"0600-0659",755,732,-23,0,0,-2,"0700-0759",0,0,617,3,0,0,0,0,0,2019,"KCAE","large_airport","Columbia Metropolitan Airport",236,"NA","US","US-SC","Columbia","KCAE","CAE","CAE","-81.11949920654297, 33.93880081176758","America/New_York","2019-06-12T10:00:00.000+0000",43,23],[4,12,4,2,"2018-12-04","AA",19805,"N301PA",15016,"STL","MO",12892,"LAX","CA",620,617,-3,0,0,-1,"0600-0659",844,854,10,10,0,0,"0800-0859",0,0,1592,7,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-12-04T12:20:00.000+0000",3,-10],[2,6,12,3,"2019-06-12","OO",20304,"N295SY",13487,"MSP","MN",12156,"HLN","MT",1749,1739,-10,0,0,-1,"1700-1759",1940,1920,-20,0,0,-2,"1900-1959",0,0,913,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-12T22:49:00.000+0000",10,20],[4,12,17,1,"2018-12-17","AA",19805,"N901NN",13930,"ORD","IL",14771,"SFO","CA",1150,1147,-3,0,0,-1,"1100-1159",1434,1406,-28,0,0,-2,"1400-1459",0,0,1846,8,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-17T17:50:00.000+0000",3,28],[2,6,12,3,"2019-06-12","OO",20304,"N800SK",13487,"MSP","MN",14524,"RIC","VA",1236,1232,-4,0,0,-1,"1200-1259",1625,1557,-28,0,0,-2,"1600-1659",0,0,970,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-12T17:36:00.000+0000",4,68],[4,10,14,7,"2018-10-14","OO",20304,"N941SW",14698,"SBP","CA",12892,"LAX","CA",1951,1937,-14,0,0,-1,"1900-1959",2105,2102,-3,0,0,-1,"2100-2159",0,0,156,1,0,0,0,0,0,2018,"KSBP","medium_airport","San Luis County Regional Airport",212,"NA","US","US-CA","San Luis Obispo","KSBP","SBP","SBP","-120.641998291, 35.236801147499996","America/Los_Angeles","2018-10-15T02:51:00.000+0000",14,3],[2,6,29,6,"2019-06-29","OO",20304,"N263SY",12953,"LGA","NY",11057,"CLT","NC",1130,1130,0,0,0,0,"1100-1159",1345,1328,-17,0,0,-2,"1300-1359",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-29T15:30:00.000+0000",0,17],[4,12,27,4,"2018-12-27","AA",19805,"N757UW",14107,"PHX","AZ",12266,"IAH","TX",959,957,-2,0,0,-1,"0900-0959",1336,1345,9,9,0,0,"1300-1359",0,0,1009,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-27T16:59:00.000+0000",2,-9],[2,6,29,6,"2019-06-29","OO",20304,"N809SK",10620,"BIL","MT",13487,"MSP","MN",1630,1628,-2,0,0,-1,"1600-1659",1936,1913,-23,0,0,-2,"1900-1959",0,0,748,3,0,0,0,0,0,2019,"KBIL","large_airport","Billings Logan International Airport",3652,"NA","US","US-MT","Billings","KBIL","BIL","BIL","-108.54299926757812, 45.807701110839844","America/Denver","2019-06-29T22:30:00.000+0000",2,23],[4,10,14,7,"2018-10-14","OO",20304,"N418SW",15389,"TWF","ID",14869,"SLC","UT",1820,1818,-2,0,0,-1,"1800-1859",1920,1911,-9,0,0,-1,"1900-1959",0,0,175,1,0,0,0,0,0,2018,"KTWF","medium_airport","Joslin Field Magic Valley Regional Airport",4154,"NA","US","US-ID","Twin Falls","KTWF","TWF","TWF","-114.487999, 42.4818","America/Boise","2018-10-15T00:20:00.000+0000",2,9],[2,6,29,6,"2019-06-29","OO",20304,"N292SY",10713,"BOI","ID",14869,"SLC","UT",900,854,-6,0,0,-1,"0900-0959",1016,959,-17,0,0,-2,"1000-1059",0,0,290,2,0,0,0,0,0,2019,"KBOI","large_airport","Boise Air Terminal/Gowen Field",2871,"NA","US","US-ID","Boise","KBOI","BOI","BOI","-116.223, 43.5644","America/Boise","2019-06-29T15:00:00.000+0000",46,57],[4,10,15,1,"2018-10-15","OO",20304,"N762SK",11823,"FWA","IN",11298,"DFW","TX",625,620,-5,0,0,-1,"0600-0659",810,815,5,5,0,0,"0800-0859",0,0,859,4,0,0,0,0,0,2018,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2018-10-15T10:25:00.000+0000",5,-5],[2,6,29,6,"2019-06-29","OO",20304,"N901EV",13184,"MBS","MI",13930,"ORD","IL",1648,1633,-15,0,0,-1,"1600-1659",1703,1649,-14,0,0,-1,"1700-1759",0,0,222,1,0,0,0,0,0,2019,"KMBS","large_airport","MBS International Airport",668,"NA","US","US-MI","Saginaw","KMBS","MBS","MBS","-84.07959747314453, 43.532901763916016","America/New_York","2019-06-29T20:48:00.000+0000",15,54],[4,10,15,1,"2018-10-15","OO",20304,"N641CA",12197,"HPN","NY",11433,"DTW","MI",1235,1222,-13,0,0,-1,"1200-1259",1432,1420,-12,0,0,-1,"1400-1459",0,0,505,3,0,0,0,0,0,2018,"KHPN","medium_airport","Westchester County Airport",439,"NA","US","US-NY","White Plains","KHPN","HPN","HPN","-73.70760345458984, 41.06700134277344","America/New_York","2018-10-15T16:35:00.000+0000",13,12],[2,5,25,6,"2019-05-25","WN",19393,"N7710A",15304,"TPA","FL",14730,"SDF","KY",1720,1717,-3,0,0,-1,"1700-1759",1925,1908,-17,0,0,-2,"1900-1959",0,0,727,3,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-05-25T21:20:00.000+0000",3,17],[4,10,15,1,"2018-10-15","OO",20304,"N609SK",12992,"LIT","AR",11433,"DTW","MI",605,557,-8,0,0,-1,"0600-0659",912,850,-22,0,0,-2,"0900-0959",0,0,705,3,0,0,0,0,0,2018,"KLIT","large_airport","Bill & Hillary Clinton National Airport/Adams Field",262,"NA","US","US-AR","Little Rock","KLIT","LIT","LIT","-92.2242965698, 34.729400634799994","America/Chicago","2018-10-15T11:05:00.000+0000",48,62],[2,5,26,7,"2019-05-26","WN",19393,"N8681M",10423,"AUS","TX",12889,"LAS","NV",1610,1608,-2,0,0,-1,"1600-1659",1710,1658,-12,0,0,-1,"1700-1759",0,0,1090,5,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-05-26T21:10:00.000+0000",2,52],[4,12,3,1,"2018-12-03","AA",19805,"N746UW",15304,"TPA","FL",11278,"DCA","VA",828,823,-5,0,0,-1,"0800-0859",1039,1023,-16,0,0,-2,"1000-1059",0,0,814,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-03T13:28:00.000+0000",5,16],[2,5,26,7,"2019-05-26","WN",19393,"N8617E",10529,"BDL","CT",10821,"BWI","MD",815,813,-2,0,0,-1,"0800-0859",930,917,-13,0,0,-1,"0900-0959",0,0,283,2,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-05-26T12:15:00.000+0000",2,13],[4,10,15,1,"2018-10-15","OO",20304,"N268SY",13930,"ORD","IL",12478,"JFK","NY",1510,1509,-1,0,0,-1,"1500-1559",1836,1812,-24,0,0,-2,"1800-1859",0,0,740,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-15T20:10:00.000+0000",1,24],[2,5,26,7,"2019-05-26","WN",19393,"N712SW",10693,"BNA","TN",13232,"MDW","IL",610,607,-3,0,0,-1,"0600-0659",740,724,-16,0,0,-2,"0700-0759",0,0,395,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-26T11:10:00.000+0000",3,16],[4,12,19,3,"2018-12-19","AA",19805,"N661AW",11057,"CLT","NC",10397,"ATL","GA",924,917,-7,0,0,-1,"0900-0959",1038,1032,-6,0,0,-1,"1000-1059",0,0,226,1,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-19T14:24:00.000+0000",7,6],[2,5,26,7,"2019-05-26","WN",19393,"N7851A",10693,"BNA","TN",14683,"SAT","TX",1915,1908,-7,0,0,-1,"1900-1959",2135,2115,-20,0,0,-2,"2100-2159",0,0,822,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-27T00:15:00.000+0000",7,20],[4,12,20,4,"2018-12-20","AA",19805,"N136AN",14747,"SEA","WA",11298,"DFW","TX",915,909,-6,0,0,-1,"0900-0959",1507,1442,-25,0,0,-2,"1500-1559",0,0,1660,7,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-12-20T17:15:00.000+0000",6,65],[2,6,29,6,"2019-06-29","OO",20304,"N120SY",15376,"TUS","AZ",14771,"SFO","CA",1300,1256,-4,0,0,-1,"1300-1359",1518,1506,-12,0,0,-1,"1500-1559",0,0,751,4,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-06-29T20:00:00.000+0000",44,12],[4,12,3,1,"2018-12-03","AA",19805,"N982VJ",14679,"SAN","CA",14107,"PHX","AZ",1926,1920,-6,0,0,-1,"1900-1959",2147,2134,-13,0,0,-1,"2100-2159",0,0,304,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-04T03:26:00.000+0000",6,13],[2,5,26,7,"2019-05-26","WN",19393,"N7724A",10821,"BWI","MD",14107,"PHX","AZ",1410,1410,0,0,0,0,"1400-1459",1610,1607,-3,0,0,-1,"1600-1659",0,0,1999,8,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-26T18:10:00.000+0000",0,3],[4,10,18,4,"2018-10-18","OO",20304,"N754SK",13931,"ORF","VA",13930,"ORD","IL",1033,1027,-6,0,0,-1,"1000-1059",1204,1158,-6,0,0,-1,"1200-1259",0,0,717,3,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-10-18T14:33:00.000+0000",6,46],[2,5,26,7,"2019-05-26","WN",19393,"N742SW",11066,"CMH","OH",11697,"FLL","FL",1030,1027,-3,0,0,-1,"1000-1059",1310,1251,-19,0,0,-2,"1300-1359",0,0,973,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-26T14:30:00.000+0000",3,59],[4,10,18,4,"2018-10-18","OO",20304,"N746SK",14107,"PHX","AZ",16218,"YUM","AZ",1848,1841,-7,0,0,-1,"1800-1859",1944,1943,-1,0,0,-1,"1900-1959",0,0,160,1,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-19T01:48:00.000+0000",7,1],[2,5,26,7,"2019-05-26","WN",19393,"N8581Z",11259,"DAL","TX",14747,"SEA","WA",1405,1405,0,0,0,0,"1400-1459",1625,1605,-20,0,0,-2,"1600-1659",0,0,1670,7,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-26T19:05:00.000+0000",0,20],[4,10,18,4,"2018-10-18","OO",20304,"N719SK",13930,"ORD","IL",14869,"SLC","UT",2026,2025,-1,0,0,-1,"2000-2059",2303,2311,8,8,0,0,"2300-2359",0,0,1250,6,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-19T01:26:00.000+0000",1,-8],[2,5,26,7,"2019-05-26","WN",19393,"N569WN",11278,"DCA","VA",13495,"MSY","LA",1255,1255,0,0,0,0,"1200-1259",1440,1441,1,1,0,0,"1400-1459",0,0,969,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-26T16:55:00.000+0000",0,-1],[4,12,30,7,"2018-12-30","AA",19805,"N837AW",14908,"SNA","CA",14107,"PHX","AZ",1001,954,-7,0,0,-1,"1000-1059",1219,1207,-12,0,0,-1,"1200-1259",0,0,338,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-30T18:01:00.000+0000",47,12],[2,6,30,7,"2019-06-30","OO",20304,"N763SK",11423,"DSM","IA",11298,"DFW","TX",920,911,-9,0,0,-1,"0900-0959",1121,1056,-25,0,0,-2,"1100-1159",0,0,624,3,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-06-30T14:20:00.000+0000",9,65],[4,12,26,3,"2018-12-26","AA",19805,"N189UW",14107,"PHX","AZ",14679,"SAN","CA",1509,1503,-6,0,0,-1,"1500-1559",1516,1526,10,10,0,0,"1500-1559",0,0,304,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-26T22:09:00.000+0000",6,-10],[2,5,26,7,"2019-05-26","WN",19393,"N8644C",12892,"LAX","CA",10397,"ATL","GA",740,740,0,0,0,0,"0700-0759",1455,1436,-19,0,0,-2,"1400-1459",0,0,1947,8,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-26T14:40:00.000+0000",0,19],[4,10,18,4,"2018-10-18","OO",20304,"N822SK",14492,"RDU","NC",10721,"BOS","MA",906,906,0,0,0,0,"0900-0959",1104,1056,-8,0,0,-1,"1100-1159",0,0,612,3,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-18T13:06:00.000+0000",0,48],[2,6,1,6,"2019-06-01","WN",19393,"N7833A",10423,"AUS","TX",12191,"HOU","TX",610,609,-1,0,0,-1,"0600-0659",710,652,-18,0,0,-2,"0700-0759",0,0,148,1,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-06-01T11:10:00.000+0000",1,58],[4,12,7,5,"2018-12-07","AA",19805,"N974UY",11057,"CLT","NC",14492,"RDU","NC",2245,2239,-6,0,0,-1,"2200-2259",2337,2323,-14,0,0,-1,"2300-2359",0,0,130,1,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-08T03:45:00.000+0000",6,14],[2,5,26,7,"2019-05-26","WN",19393,"N8567Z",12892,"LAX","CA",13495,"MSY","LA",615,611,-4,0,0,-1,"0600-0659",1155,1143,-12,0,0,-1,"1100-1159",0,0,1670,7,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-26T13:15:00.000+0000",4,12],[4,10,18,4,"2018-10-18","OO",20304,"N498CA",11721,"FNT","MI",13487,"MSP","MN",1812,1804,-8,0,0,-1,"1800-1859",1900,1843,-17,0,0,-2,"1900-1959",0,0,491,2,0,0,0,0,0,2018,"KFNT","medium_airport","Bishop International Airport",782,"NA","US","US-MI","Flint","KFNT","FNT","FNT","-83.74359893798828, 42.96540069580078","America/New_York","2018-10-18T22:12:00.000+0000",8,57],[2,5,26,7,"2019-05-26","WN",19393,"N569WN",13198,"MCI","MO",11278,"DCA","VA",830,823,-7,0,0,-1,"0800-0859",1155,1148,-7,0,0,-1,"1100-1159",0,0,949,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-26T13:30:00.000+0000",7,7],[4,12,1,6,"2018-12-01","AA",19805,"N820AW",11057,"CLT","NC",14524,"RIC","VA",737,728,-9,0,0,-1,"0700-0759",845,825,-20,0,0,-2,"0800-0859",0,0,257,2,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-01T12:37:00.000+0000",9,20],[2,5,26,7,"2019-05-26","WN",19393,"N210WN",13232,"MDW","IL",11278,"DCA","VA",600,554,-6,0,0,-1,"0600-0659",840,821,-19,0,0,-2,"0800-0859",0,0,601,3,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-26T11:00:00.000+0000",46,19],[4,10,18,4,"2018-10-18","OO",20304,"N826SK",13487,"MSP","MN",11637,"FAR","ND",1537,1537,0,0,0,0,"1500-1559",1646,1632,-14,0,0,-1,"1600-1659",0,0,223,1,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T20:37:00.000+0000",0,14],[2,6,1,6,"2019-06-01","WN",19393,"N8613K",11042,"CLE","OH",14107,"PHX","AZ",835,835,0,0,0,0,"0800-0859",955,947,-8,0,0,-1,"0900-0959",0,0,1737,7,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-01T12:35:00.000+0000",0,8],[4,12,16,7,"2018-12-16","AA",19805,"N840AW",14107,"PHX","AZ",14683,"SAT","TX",1020,1014,-6,0,0,-1,"1000-1059",1332,1320,-12,0,0,-1,"1300-1359",0,0,843,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-16T17:20:00.000+0000",6,12],[2,5,26,7,"2019-05-26","WN",19393,"N275WN",13232,"MDW","IL",14122,"PIT","PA",1345,1342,-3,0,0,-1,"1300-1359",1605,1552,-13,0,0,-1,"1600-1659",0,0,402,2,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-26T18:45:00.000+0000",3,53],[4,12,19,3,"2018-12-19","AA",19805,"N765US",14027,"PBI","FL",11057,"CLT","NC",500,455,-5,0,0,-1,"0001-0559",649,636,-13,0,0,-1,"0600-0659",0,0,590,3,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-12-19T10:00:00.000+0000",45,13],[2,6,1,6,"2019-06-01","WN",19393,"N768SW",11193,"CVG","KY",10821,"BWI","MD",1640,1634,-6,0,0,-1,"1600-1659",1810,1749,-21,0,0,-2,"1800-1859",0,0,430,2,0,0,0,0,0,2019,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2019-06-01T20:40:00.000+0000",6,61],[4,10,22,1,"2018-10-22","OO",20304,"N162SY",11292,"DEN","CO",10140,"ABQ","NM",1215,1210,-5,0,0,-1,"1200-1259",1340,1329,-11,0,0,-1,"1300-1359",0,0,349,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-22T18:15:00.000+0000",5,11],[2,6,1,6,"2019-06-01","WN",19393,"N7813P",11278,"DCA","VA",11259,"DAL","TX",630,626,-4,0,0,-1,"0600-0659",840,819,-21,0,0,-2,"0800-0859",0,0,1184,5,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-01T10:30:00.000+0000",4,21],[4,10,22,1,"2018-10-22","OO",20304,"N125SY",12892,"LAX","CA",14689,"SBA","CA",1147,1142,-5,0,0,-1,"1100-1159",1240,1234,-6,0,0,-1,"1200-1259",0,0,89,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-22T18:47:00.000+0000",5,6],[2,6,1,6,"2019-06-01","WN",19393,"N214WN",11423,"DSM","IA",15016,"STL","MO",910,909,-1,0,0,-1,"0900-0959",1015,1008,-7,0,0,-1,"1000-1059",0,0,259,2,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-06-01T14:10:00.000+0000",1,7],[4,12,11,2,"2018-12-11","AA",19805,"N282AY",14100,"PHL","PA",11057,"CLT","NC",635,627,-8,0,0,-1,"0600-0659",820,806,-14,0,0,-1,"0800-0859",0,0,449,2,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-11T11:35:00.000+0000",8,14],[2,5,26,7,"2019-05-26","WN",19393,"N713SW",14122,"PIT","PA",10397,"ATL","GA",1125,1119,-6,0,0,-1,"1100-1159",1310,1250,-20,0,0,-2,"1300-1359",0,0,526,3,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-26T15:25:00.000+0000",6,60],[4,10,22,1,"2018-10-22","OO",20304,"N926SW",14771,"SFO","CA",14252,"PSC","WA",1255,1249,-6,0,0,-1,"1200-1259",1504,1522,18,18,1,1,"1500-1559",0,0,620,3,0,0,18,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-22T19:55:00.000+0000",6,-18],[2,5,26,7,"2019-05-26","WN",19393,"N953WN",14492,"RDU","NC",10693,"BNA","TN",625,621,-4,0,0,-1,"0600-0659",655,642,-13,0,0,-1,"0600-0659",0,0,442,2,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-26T10:25:00.000+0000",4,13],[4,12,2,7,"2018-12-02","AA",19805,"N172US",14100,"PHL","PA",12892,"LAX","CA",1010,1008,-2,0,0,-1,"1000-1059",1312,1311,-1,0,0,-1,"1300-1359",0,0,2402,10,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-02T15:10:00.000+0000",2,1],[2,6,1,6,"2019-06-01","WN",19393,"N562WN",12191,"HOU","TX",13232,"MDW","IL",2110,2110,0,0,0,0,"2100-2159",2330,2331,1,1,0,0,"2300-2359",0,0,937,4,0,0,0,0,0,2019,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2019-06-02T02:10:00.000+0000",0,-1],[4,12,19,3,"2018-12-19","AA",19805,"N669AW",14107,"PHX","AZ",11423,"DSM","IA",2000,1959,-1,0,0,-1,"2000-2059",2337,2351,14,14,0,0,"2300-2359",0,0,1149,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-20T03:00:00.000+0000",41,-14],[2,5,26,7,"2019-05-26","WN",19393,"N297WN",14679,"SAN","CA",12889,"LAS","NV",725,718,-7,0,0,-1,"0700-0759",845,823,-22,0,0,-2,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-05-26T14:25:00.000+0000",7,22],[4,12,6,4,"2018-12-06","AA",19805,"N824AW",14107,"PHX","AZ",14683,"SAT","TX",1327,1323,-4,0,0,-1,"1300-1359",1633,1640,7,7,0,0,"1600-1659",0,0,843,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-06T20:27:00.000+0000",4,-7],[2,5,26,7,"2019-05-26","WN",19393,"N7735A",15304,"TPA","FL",10821,"BWI","MD",2005,1955,-10,0,0,-1,"2000-2059",2225,2226,1,1,0,0,"2200-2259",0,0,842,4,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-05-27T00:05:00.000+0000",50,-1],[4,10,23,2,"2018-10-23","OO",20304,"N709SK",14107,"PHX","AZ",11921,"GJT","CO",1215,1209,-6,0,0,-1,"1200-1259",1442,1440,-2,0,0,-1,"1400-1459",0,0,438,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-23T19:15:00.000+0000",6,2],[2,5,27,1,"2019-05-27","WN",19393,"N7877H",10397,"ATL","GA",13495,"MSY","LA",1050,1046,-4,0,0,-1,"1000-1059",1125,1110,-15,0,0,-1,"1100-1159",0,0,425,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-27T14:50:00.000+0000",4,15],[4,12,13,4,"2018-12-13","AA",19805,"N926UW",11298,"DFW","TX",15304,"TPA","FL",1105,1102,-3,0,0,-1,"1100-1159",1427,1422,-5,0,0,-1,"1400-1459",0,0,929,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-13T17:05:00.000+0000",3,5],[2,6,1,6,"2019-06-01","WN",19393,"N561WN",13495,"MSY","LA",10821,"BWI","MD",1715,1715,0,0,0,0,"1700-1759",2050,2034,-16,0,0,-2,"2000-2059",0,0,998,4,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-06-01T22:15:00.000+0000",0,16],[4,12,8,6,"2018-12-08","AA",19805,"N904AA",11292,"DEN","CO",11298,"DFW","TX",1639,1632,-7,0,0,-1,"1600-1659",1937,1923,-14,0,0,-1,"1900-1959",0,0,641,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-08T23:39:00.000+0000",7,14],[2,6,1,6,"2019-06-01","WN",19393,"N479WN",14635,"RSW","FL",11042,"CLE","OH",1805,1755,-10,0,0,-1,"1800-1859",2045,2023,-22,0,0,-2,"2000-2059",0,0,1025,5,0,0,0,0,0,2019,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2019-06-01T22:05:00.000+0000",50,22],[4,12,23,7,"2018-12-23","AA",19805,"N755US",11057,"CLT","NC",14321,"PWM","ME",950,945,-5,0,0,-1,"0900-0959",1204,1155,-9,0,0,-1,"1200-1259",0,0,813,4,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-23T14:50:00.000+0000",5,49],[2,6,1,6,"2019-06-01","WN",19393,"N756SA",14831,"SJC","CA",10800,"BUR","CA",1550,1547,-3,0,0,-1,"1500-1559",1655,1653,-2,0,0,-1,"1600-1659",0,0,296,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-06-01T22:50:00.000+0000",3,2],[4,10,23,2,"2018-10-23","OO",20304,"N260SY",14869,"SLC","UT",11292,"DEN","CO",1549,1549,0,0,0,0,"1500-1559",1721,1706,-15,0,0,-1,"1700-1759",0,0,391,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-23T21:49:00.000+0000",0,15],[2,5,3,5,"2019-05-03","WN",19393,"N7715E",10140,"ABQ","NM",12892,"LAX","CA",525,524,-1,0,0,-1,"0001-0559",630,617,-13,0,0,-1,"0600-0659",0,0,677,3,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-05-03T11:25:00.000+0000",1,13],[4,10,23,2,"2018-10-23","OO",20304,"N857AS",15323,"TRI","TN",10397,"ATL","GA",1315,1310,-5,0,0,-1,"1300-1359",1420,1422,2,2,0,0,"1400-1459",0,0,227,1,0,0,0,0,0,2018,"KTRI","large_airport","Tri-Cities Regional TN/VA Airport",1519,"NA","US","US-TN","Bristol/Johnson/Kingsport","KTRI","TRI","TRI","-82.407401, 36.475201","America/New_York","2018-10-23T17:15:00.000+0000",5,-2],[2,6,1,6,"2019-06-01","WN",19393,"N912WN",14831,"SJC","CA",12889,"LAS","NV",1110,1106,-4,0,0,-1,"1100-1159",1235,1227,-8,0,0,-1,"1200-1259",0,0,386,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-06-01T18:10:00.000+0000",4,8],[4,10,19,5,"2018-10-19","OO",20304,"N191SY",14570,"RNO","NV",14831,"SJC","CA",550,542,-8,0,0,-1,"0001-0559",648,654,6,6,0,0,"0600-0659",0,0,188,1,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-19T12:50:00.000+0000",8,-6],[2,6,2,7,"2019-06-02","WN",19393,"N913WN",10397,"ATL","GA",15304,"TPA","FL",1045,1041,-4,0,0,-1,"1000-1059",1215,1154,-21,0,0,-2,"1200-1259",0,0,406,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-02T14:45:00.000+0000",4,61],[4,12,19,3,"2018-12-19","UA",19977,"N14249",13198,"MCI","MO",13930,"ORD","IL",904,853,-11,0,0,-1,"0900-0959",1045,1021,-24,0,0,-2,"1000-1059",0,0,403,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-19T15:04:00.000+0000",51,24],[2,6,2,7,"2019-06-02","WN",19393,"N917WN",10693,"BNA","TN",10721,"BOS","MA",1100,1058,-2,0,0,-1,"1100-1159",1430,1414,-16,0,0,-2,"1400-1459",0,0,942,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-02T16:00:00.000+0000",42,16],[4,10,19,5,"2018-10-19","OO",20304,"N168SY",11292,"DEN","CO",13851,"OKC","OK",1955,1952,-3,0,0,-1,"1900-1959",2234,2222,-12,0,0,-1,"2200-2259",0,0,495,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-20T01:55:00.000+0000",3,12],[2,6,2,7,"2019-06-02","WN",19393,"N497WN",10800,"BUR","CA",13796,"OAK","CA",825,822,-3,0,0,-1,"0800-0859",940,923,-17,0,0,-2,"0900-0959",0,0,325,2,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-06-02T15:25:00.000+0000",3,17],[4,12,7,5,"2018-12-07","UA",19977,"N854UA",13930,"ORD","IL",13244,"MEM","TN",1545,1540,-5,0,0,-1,"1500-1559",1740,1731,-9,0,0,-1,"1700-1759",0,0,491,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T21:45:00.000+0000",5,9],[2,5,27,1,"2019-05-27","AA",19805,"N713UW",11057,"CLT","NC",14100,"PHL","PA",1120,1116,-4,0,0,-1,"1100-1159",1256,1252,-4,0,0,-1,"1200-1259",0,0,449,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T15:20:00.000+0000",4,4],[4,12,7,5,"2018-12-07","UA",19977,"N420UA",13487,"MSP","MN",13930,"ORD","IL",720,712,-8,0,0,-1,"0700-0759",848,835,-13,0,0,-1,"0800-0859",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-07T13:20:00.000+0000",8,13],[2,5,22,3,"2019-05-22","AA",19805,"N579UW",14107,"PHX","AZ",11057,"CLT","NC",835,829,-6,0,0,-1,"0800-0859",1541,1550,9,9,0,0,"1500-1559",0,0,1773,8,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-22T15:35:00.000+0000",6,-9],[4,12,7,5,"2018-12-07","UA",19977,"N38446",13930,"ORD","IL",10821,"BWI","MD",1400,1354,-6,0,0,-1,"1400-1459",1703,1634,-29,0,0,-2,"1700-1759",0,0,621,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T20:00:00.000+0000",46,69],[2,6,20,4,"2019-06-20","WN",19393,"N8511K",12191,"HOU","TX",13796,"OAK","CA",640,637,-3,0,0,-1,"0600-0659",830,832,2,2,0,0,"0800-0859",0,0,1642,7,0,0,0,0,0,2019,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2019-06-20T11:40:00.000+0000",3,-2],[4,12,7,5,"2018-12-07","UA",19977,"N68880",13930,"ORD","IL",13204,"MCO","FL",600,553,-7,0,0,-1,"0600-0659",938,920,-18,0,0,-2,"0900-0959",0,0,1005,5,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T12:00:00.000+0000",47,18],[2,5,1,3,"2019-05-01","AA",19805,"N756US",14107,"PHX","AZ",12892,"LAX","CA",2005,2003,-2,0,0,-1,"2000-2059",2140,2134,-6,0,0,-1,"2100-2159",0,0,370,2,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-02T03:05:00.000+0000",2,6],[4,12,7,5,"2018-12-07","UA",19977,"N845UA",13244,"MEM","TN",12266,"IAH","TX",700,655,-5,0,0,-1,"0700-0759",847,847,0,0,0,0,"0800-0859",0,0,468,2,0,0,0,0,0,2018,"KMEM","large_airport","Memphis International Airport",341,"NA","US","US-TN","Memphis","KMEM","MEM","MEM","-89.97669982910156, 35.04240036010742","America/Chicago","2018-12-07T13:00:00.000+0000",45,0],[2,6,20,4,"2019-06-20","WN",19393,"N443WN",13204,"MCO","FL",14100,"PHL","PA",905,905,0,0,0,0,"0900-0959",1135,1143,8,8,0,0,"1100-1159",0,0,861,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-20T13:05:00.000+0000",0,-8],[4,12,7,5,"2018-12-07","UA",19977,"N75861",13930,"ORD","IL",12892,"LAX","CA",804,804,0,0,0,0,"0800-0859",1034,1023,-11,0,0,-1,"1000-1059",0,0,1744,7,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T14:04:00.000+0000",0,11],[2,6,20,4,"2019-06-20","WN",19393,"N8698B",13204,"MCO","FL",14843,"SJU","PR",745,744,-1,0,0,-1,"0700-0759",1035,1031,-4,0,0,-1,"1000-1059",0,0,1189,5,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-20T11:45:00.000+0000",1,4],[4,12,7,5,"2018-12-07","UA",19977,"N456UA",10849,"BZN","MT",11292,"DEN","CO",705,705,0,0,0,0,"0700-0759",845,858,13,13,0,0,"0800-0859",0,0,524,3,0,0,0,0,0,2018,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2018-12-07T14:05:00.000+0000",0,-13],[2,5,27,1,"2019-05-27","AA",19805,"N123UW",13495,"MSY","LA",11057,"CLT","NC",1035,1030,-5,0,0,-1,"1000-1059",1334,1322,-12,0,0,-1,"1300-1359",0,0,651,3,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-27T15:35:00.000+0000",5,12],[4,12,7,5,"2018-12-07","UA",19977,"N73259",12889,"LAS","NV",11292,"DEN","CO",846,840,-6,0,0,-1,"0800-0859",1130,1128,-2,0,0,-1,"1100-1159",0,0,628,3,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-07T16:46:00.000+0000",6,2],[2,6,20,4,"2019-06-20","WN",19393,"N910WN",13232,"MDW","IL",14635,"RSW","FL",1335,1334,-1,0,0,-1,"1300-1359",1720,1702,-18,0,0,-2,"1700-1759",0,0,1105,5,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-06-20T18:35:00.000+0000",1,18],[4,10,17,3,"2018-10-17","AA",19805,"N663AW",14107,"PHX","AZ",12892,"LAX","CA",720,715,-5,0,0,-1,"0700-0759",906,851,-15,0,0,-1,"0900-0959",0,0,370,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-17T14:20:00.000+0000",5,55],[2,5,13,1,"2019-05-13","AA",19805,"N335PH",11298,"DFW","TX",12892,"LAX","CA",705,703,-2,0,0,-1,"0700-0759",837,802,-35,0,0,-2,"0800-0859",0,0,1235,5,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-13T12:05:00.000+0000",2,35],[4,12,7,5,"2018-12-07","UA",19977,"N855UA",10397,"ATL","GA",12264,"IAD","VA",1434,1422,-12,0,0,-1,"1400-1459",1617,1600,-17,0,0,-2,"1600-1659",0,0,534,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-07T19:34:00.000+0000",12,17],[2,5,4,6,"2019-05-04","AA",19805,"N837NN",15016,"STL","MO",11057,"CLT","NC",751,748,-3,0,0,-1,"0700-0759",1041,1034,-7,0,0,-1,"1000-1059",0,0,575,3,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-04T12:51:00.000+0000",3,7],[4,12,6,4,"2018-12-06","UA",19977,"N14121",14679,"SAN","CA",11618,"EWR","NJ",1235,1230,-5,0,0,-1,"1200-1259",2045,2024,-21,0,0,-2,"2000-2059",0,0,2425,10,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-06T20:35:00.000+0000",5,21],[2,6,20,4,"2019-06-20","WN",19393,"N723SW",14492,"RDU","NC",13232,"MDW","IL",615,614,-1,0,0,-1,"0600-0659",710,707,-3,0,0,-1,"0700-0759",0,0,632,3,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-06-20T10:15:00.000+0000",1,3],[4,10,15,1,"2018-10-15","AA",19805,"N758US",12339,"IND","IN",12892,"LAX","CA",1706,1706,0,0,0,0,"1700-1759",1840,1832,-8,0,0,-1,"1800-1859",0,0,1814,8,0,0,0,0,0,2018,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2018-10-15T21:06:00.000+0000",0,8],[2,5,16,4,"2019-05-16","AA",19805,"N185UW",13487,"MSP","MN",11057,"CLT","NC",629,625,-4,0,0,-1,"0600-0659",1006,1014,8,8,0,0,"1000-1059",0,0,930,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-16T11:29:00.000+0000",4,-8],[4,12,6,4,"2018-12-06","UA",19977,"N87512",12266,"IAH","TX",14771,"SFO","CA",1209,1206,-3,0,0,-1,"1200-1259",1427,1425,-2,0,0,-1,"1400-1459",0,0,1635,7,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T18:09:00.000+0000",3,2],[2,5,3,5,"2019-05-03","AA",19805,"N992NN",14107,"PHX","AZ",11278,"DCA","VA",1255,1251,-4,0,0,-1,"1200-1259",2023,2014,-9,0,0,-1,"2000-2059",0,0,1979,8,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-03T19:55:00.000+0000",4,9],[4,12,6,4,"2018-12-06","UA",19977,"N16713",11042,"CLE","OH",14771,"SFO","CA",700,656,-4,0,0,-1,"0700-0759",932,924,-8,0,0,-1,"0900-0959",0,0,2161,9,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-12-06T12:00:00.000+0000",44,8],[2,5,13,1,"2019-05-13","AA",19805,"N820AW",11057,"CLT","NC",14730,"SDF","KY",1125,1120,-5,0,0,-1,"1100-1159",1251,1229,-22,0,0,-2,"1200-1259",0,0,335,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-13T15:25:00.000+0000",5,22],[4,12,6,4,"2018-12-06","UA",19977,"N818UA",12266,"IAH","TX",12953,"LGA","NY",1207,1157,-10,0,0,-1,"1200-1259",1630,1601,-29,0,0,-2,"1600-1659",0,0,1416,6,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T18:07:00.000+0000",50,29],[2,6,26,3,"2019-06-26","WN",19393,"N223WN",14679,"SAN","CA",12889,"LAS","NV",855,850,-5,0,0,-1,"0800-0859",1020,1000,-20,0,0,-2,"1000-1059",0,0,258,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-26T15:55:00.000+0000",5,20],[4,12,6,4,"2018-12-06","UA",19977,"N822UA",12266,"IAH","TX",10693,"BNA","TN",1420,1416,-4,0,0,-1,"1400-1459",1616,1600,-16,0,0,-2,"1600-1659",0,0,657,3,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T20:20:00.000+0000",4,16],[2,5,10,5,"2019-05-10","AA",19805,"N524UW",12892,"LAX","CA",14107,"PHX","AZ",1635,1634,-1,0,0,-1,"1600-1659",1801,1752,-9,0,0,-1,"1800-1859",0,0,370,2,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-10T23:35:00.000+0000",1,49],[4,10,3,3,"2018-10-03","AA",19805,"N912UY",14679,"SAN","CA",14107,"PHX","AZ",1926,1921,-5,0,0,-1,"1900-1959",2046,2031,-15,0,0,-1,"2000-2059",0,0,304,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-04T02:26:00.000+0000",5,15],[2,5,15,3,"2019-05-15","AA",19805,"N357PV",13930,"ORD","IL",14492,"RDU","NC",1211,1207,-4,0,0,-1,"1200-1259",1508,1458,-10,0,0,-1,"1500-1559",0,0,646,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-15T17:11:00.000+0000",4,50],[4,12,6,4,"2018-12-06","UA",19977,"N61882",10397,"ATL","GA",12264,"IAD","VA",955,948,-7,0,0,-1,"0900-0959",1134,1127,-7,0,0,-1,"1100-1159",0,0,534,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-06T14:55:00.000+0000",7,7],[2,5,9,4,"2019-05-09","AA",19805,"N9022G",15016,"STL","MO",13303,"MIA","FL",544,536,-8,0,0,-1,"0001-0559",934,940,6,6,0,0,"0900-0959",0,0,1068,5,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-09T10:44:00.000+0000",8,-6],[4,10,31,3,"2018-10-31","AA",19805,"N519UW",14100,"PHL","PA",12892,"LAX","CA",1300,1258,-2,0,0,-1,"1300-1359",1545,1545,0,0,0,0,"1500-1559",0,0,2402,10,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-10-31T17:00:00.000+0000",42,0],[2,5,27,1,"2019-05-27","AA",19805,"N939AN",12953,"LGA","NY",13303,"MIA","FL",830,826,-4,0,0,-1,"0800-0859",1155,1122,-33,0,0,-2,"1100-1159",0,0,1096,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-27T12:30:00.000+0000",4,33],[4,10,31,3,"2018-10-31","AA",19805,"N815AW",14107,"PHX","AZ",14908,"SNA","CA",752,746,-6,0,0,-1,"0700-0759",911,922,11,11,0,0,"0900-0959",0,0,338,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-31T14:52:00.000+0000",6,-11],[2,5,31,5,"2019-05-31","AA",19805,"N733UW",10693,"BNA","TN",11057,"CLT","NC",951,944,-7,0,0,-1,"0900-0959",1225,1204,-21,0,0,-2,"1200-1259",0,0,328,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-31T14:51:00.000+0000",7,21],[4,10,18,4,"2018-10-18","AA",19805,"N981UY",14679,"SAN","CA",11298,"DFW","TX",1611,1602,-9,0,0,-1,"1600-1659",2109,2100,-9,0,0,-1,"2100-2159",0,0,1171,5,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-18T23:11:00.000+0000",9,9],[2,6,26,3,"2019-06-26","WN",19393,"N8520Q",15304,"TPA","FL",14492,"RDU","NC",650,649,-1,0,0,-1,"0600-0659",830,825,-5,0,0,-1,"0800-0859",0,0,587,3,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-06-26T10:50:00.000+0000",1,5],[4,10,18,4,"2018-10-18","UA",19977,"N893UA",13930,"ORD","IL",10785,"BTV","VT",1800,1754,-6,0,0,-1,"1800-1859",2104,2058,-6,0,0,-1,"2100-2159",0,0,763,4,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-18T23:00:00.000+0000",46,46],[2,6,27,4,"2019-06-27","WN",19393,"N460WN",10140,"ABQ","NM",12892,"LAX","CA",1015,1014,-1,0,0,-1,"1000-1059",1120,1107,-13,0,0,-1,"1100-1159",0,0,677,3,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-06-27T16:15:00.000+0000",1,13],[4,10,18,4,"2018-10-18","UA",19977,"N456UA",11618,"EWR","NJ",10721,"BOS","MA",1330,1323,-7,0,0,-1,"1300-1359",1442,1424,-18,0,0,-2,"1400-1459",0,0,200,1,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-18T17:30:00.000+0000",7,18],[2,5,9,4,"2019-05-09","AA",19805,"N987NN",15016,"STL","MO",13930,"ORD","IL",700,659,-1,0,0,-1,"0700-0759",825,816,-9,0,0,-1,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-09T12:00:00.000+0000",41,9],[4,12,5,3,"2018-12-05","UA",19977,"N41140",12758,"KOA","HI",12892,"LAX","CA",2135,2126,-9,0,0,-1,"2100-2159",453,436,-17,0,0,-2,"0001-0559",0,0,2504,11,0,0,0,0,0,2018,"PHKO","medium_airport","Ellison Onizuka Kona International At Keahole Airport",47,"NA","US","US-HI","Kailua/Kona","PHKO","KOA","KOA","-156.045603, 19.738783","Pacific/Honolulu","2018-12-06T07:35:00.000+0000",9,17],[2,5,26,7,"2019-05-26","AA",19805,"N961NN",15016,"STL","MO",13930,"ORD","IL",700,659,-1,0,0,-1,"0700-0759",825,819,-6,0,0,-1,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-26T12:00:00.000+0000",41,6],[4,10,18,4,"2018-10-18","UA",19977,"N17245",14107,"PHX","AZ",11618,"EWR","NJ",615,608,-7,0,0,-1,"0600-0659",1400,1326,-34,0,0,-2,"1400-1459",0,0,2133,9,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-18T13:15:00.000+0000",7,74],[2,6,27,4,"2019-06-27","WN",19393,"N725SW",10800,"BUR","CA",11292,"DEN","CO",1740,1736,-4,0,0,-1,"1700-1759",2050,2051,1,1,0,0,"2000-2059",0,0,850,4,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-06-28T00:40:00.000+0000",4,-1],[4,12,5,3,"2018-12-05","UA",19977,"N37502",13830,"OGG","HI",12892,"LAX","CA",1343,1331,-12,0,0,-1,"1300-1359",2059,2059,0,0,0,0,"2000-2059",0,0,2486,10,0,0,0,0,0,2018,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2018-12-05T23:43:00.000+0000",12,0],[2,6,27,4,"2019-06-27","WN",19393,"N8539V",11259,"DAL","TX",11278,"DCA","VA",930,927,-3,0,0,-1,"0900-0959",1325,1322,-3,0,0,-1,"1300-1359",0,0,1184,5,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-06-27T14:30:00.000+0000",3,3],[4,10,18,4,"2018-10-18","UA",19977,"N32404",13204,"MCO","FL",12266,"IAH","TX",915,906,-9,0,0,-1,"0900-0959",1037,1028,-9,0,0,-1,"1000-1059",0,0,854,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-18T13:15:00.000+0000",9,9],[2,6,27,4,"2019-06-27","WN",19393,"N8318F",11259,"DAL","TX",14831,"SJC","CA",710,709,-1,0,0,-1,"0700-0759",840,839,-1,0,0,-1,"0800-0859",0,0,1450,6,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-06-27T12:10:00.000+0000",1,1],[4,12,5,3,"2018-12-05","UA",19977,"N815UA",10620,"BIL","MT",11292,"DEN","CO",1500,1452,-8,0,0,-1,"1500-1559",1622,1614,-8,0,0,-1,"1600-1659",0,0,455,2,0,0,0,0,0,2018,"KBIL","large_airport","Billings Logan International Airport",3652,"NA","US","US-MT","Billings","KBIL","BIL","BIL","-108.54299926757812, 45.807701110839844","America/Denver","2018-12-05T22:00:00.000+0000",48,8],[2,5,5,7,"2019-05-05","EV",20366,"N11184",11995,"GSO","NC",11618,"EWR","NJ",600,552,-8,0,0,-1,"0600-0659",744,718,-26,0,0,-2,"0700-0759",0,0,445,2,0,0,0,0,0,2019,"KGSO","large_airport","Piedmont Triad International Airport",925,"NA","US","US-NC","Greensboro","KGSO","GSO","GSO","-79.93730163574219, 36.097801208496094","America/New_York","2019-05-05T10:00:00.000+0000",48,26],[4,10,18,4,"2018-10-18","UA",19977,"N416UA",13487,"MSP","MN",13930,"ORD","IL",638,637,-1,0,0,-1,"0600-0659",805,800,-5,0,0,-1,"0800-0859",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T11:38:00.000+0000",1,5],[2,5,3,5,"2019-05-03","EV",20366,"N903EV",13930,"ORD","IL",15412,"TYS","TN",1750,1749,-1,0,0,-1,"1700-1759",2035,2024,-11,0,0,-1,"2000-2059",0,0,475,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-03T22:50:00.000+0000",1,11],[4,12,4,2,"2018-12-04","UA",19977,"N68822",11618,"EWR","NJ",11057,"CLT","NC",2155,2150,-5,0,0,-1,"2100-2159",2357,2350,-7,0,0,-1,"2300-2359",0,0,529,3,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-05T02:55:00.000+0000",5,7],[2,6,27,4,"2019-06-27","WN",19393,"N7863A",12339,"IND","IN",10397,"ATL","GA",805,803,-2,0,0,-1,"0800-0859",940,928,-12,0,0,-1,"0900-0959",0,0,432,2,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-06-27T12:05:00.000+0000",2,12],[4,10,3,3,"2018-10-03","UA",19977,"N27421",10821,"BWI","MD",12892,"LAX","CA",526,524,-2,0,0,-1,"0001-0559",800,739,-21,0,0,-2,"0800-0859",0,0,2329,10,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-03T09:26:00.000+0000",2,61],[2,6,27,4,"2019-06-27","WN",19393,"N8533S",12889,"LAS","NV",14057,"PDX","OR",2130,2128,-2,0,0,-1,"2100-2159",2340,2338,-2,0,0,-1,"2300-2359",0,0,763,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-28T04:30:00.000+0000",2,2],[4,10,3,3,"2018-10-03","UA",19977,"N66893",14747,"SEA","WA",13930,"ORD","IL",1355,1346,-9,0,0,-1,"1300-1359",2001,1933,-28,0,0,-2,"2000-2059",0,0,1721,7,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-10-03T20:55:00.000+0000",9,68],[2,5,17,5,"2019-05-17","EV",20366,"N854AS",10874,"CAK","OH",13930,"ORD","IL",1415,1410,-5,0,0,-1,"1400-1459",1454,1442,-12,0,0,-1,"1400-1459",0,0,343,2,0,0,0,0,0,2019,"KCAK","medium_airport","Akron Canton Regional Airport",1228,"NA","US","US-OH","Akron","KCAK","CAK","CAK","-81.44219970703125, 40.916099548339844","America/New_York","2019-05-17T18:15:00.000+0000",5,12],[4,12,4,2,"2018-12-04","UA",19977,"N27733",12266,"IAH","TX",11278,"DCA","VA",800,749,-11,0,0,-1,"0800-0859",1151,1131,-20,0,0,-2,"1100-1159",0,0,1208,5,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-04T14:00:00.000+0000",51,20],[2,5,31,5,"2019-05-31","EV",20366,"N17984",14307,"PVD","RI",11618,"EWR","NJ",600,553,-7,0,0,-1,"0600-0659",720,710,-10,0,0,-1,"0700-0759",0,0,160,1,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-05-31T10:00:00.000+0000",47,10],[4,12,4,2,"2018-12-04","UA",19977,"N33266",14771,"SFO","CA",12892,"LAX","CA",1100,1059,-1,0,0,-1,"1100-1159",1236,1257,21,21,1,1,"1200-1259",0,0,337,2,0,0,21,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-04T19:00:00.000+0000",41,-21],[2,6,27,4,"2019-06-27","WN",19393,"N562WN",12953,"LGA","NY",11292,"DEN","CO",1425,1422,-3,0,0,-1,"1400-1459",1645,1608,-37,0,0,-2,"1600-1659",0,0,1620,7,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-27T18:25:00.000+0000",3,37],[4,10,3,3,"2018-10-03","UA",19977,"N69840",12264,"IAD","VA",12892,"LAX","CA",550,544,-6,0,0,-1,"0001-0559",826,817,-9,0,0,-1,"0800-0859",0,0,2288,10,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-10-03T09:50:00.000+0000",6,9],[2,6,27,4,"2019-06-27","WN",19393,"N7811F",12953,"LGA","NY",13495,"MSY","LA",1125,1124,-1,0,0,-1,"1100-1159",1340,1350,10,10,0,0,"1300-1359",0,0,1183,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-27T15:25:00.000+0000",1,-10],[4,12,4,2,"2018-12-04","UA",19977,"N76508",12264,"IAD","VA",13930,"ORD","IL",935,925,-10,0,0,-1,"0900-0959",1034,1029,-5,0,0,-1,"1000-1059",0,0,588,3,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-04T14:35:00.000+0000",10,5],[2,5,15,3,"2019-05-15","EV",20366,"N14203",12339,"IND","IN",12266,"IAH","TX",1714,1708,-6,0,0,-1,"1700-1759",1900,1837,-23,0,0,-2,"1900-1959",0,0,844,4,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-15T21:14:00.000+0000",6,63],[4,12,4,2,"2018-12-04","UA",19977,"N510UA",11618,"EWR","NJ",14771,"SFO","CA",900,852,-8,0,0,-1,"0900-0959",1235,1231,-4,0,0,-1,"1200-1259",0,0,2565,11,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-04T14:00:00.000+0000",48,4],[2,5,29,3,"2019-05-29","EV",20366,"N14993",13422,"MOB","AL",12266,"IAH","TX",1835,1833,-2,0,0,-1,"1800-1859",2015,2011,-4,0,0,-1,"2000-2059",0,0,427,2,0,0,0,0,0,2019,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2019-05-29T23:35:00.000+0000",2,4],[4,12,4,2,"2018-12-04","UA",19977,"N68452",11618,"EWR","NJ",12266,"IAH","TX",1230,1227,-3,0,0,-1,"1200-1259",1522,1516,-6,0,0,-1,"1500-1559",0,0,1400,6,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-04T17:30:00.000+0000",3,6],[2,5,1,3,"2019-05-01","EV",20366,"N14902",11042,"CLE","OH",11618,"EWR","NJ",1343,1335,-8,0,0,-1,"1300-1359",1530,1508,-22,0,0,-2,"1500-1559",0,0,404,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-01T17:43:00.000+0000",8,22],[4,10,2,2,"2018-10-02","UA",19977,"N62892",12266,"IAH","TX",12889,"LAS","NV",2151,2147,-4,0,0,-1,"2100-2159",2301,2254,-7,0,0,-1,"2300-2359",0,0,1222,5,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-03T02:51:00.000+0000",4,47],[2,6,16,7,"2019-06-16","WN",19393,"N8318F",13830,"OGG","HI",13796,"OAK","CA",1345,1345,0,0,0,0,"1300-1359",2145,2205,20,20,1,1,"2100-2159",0,0,2349,10,0,0,20,0,0,2019,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2019-06-16T23:45:00.000+0000",0,-60],[4,12,4,2,"2018-12-04","UA",19977,"N39475",12264,"IAD","VA",13204,"MCO","FL",845,841,-4,0,0,-1,"0800-0859",1101,1102,1,1,0,0,"1100-1159",0,0,758,4,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-04T13:45:00.000+0000",4,-1],[2,6,16,7,"2019-06-16","WN",19393,"N8535S",14107,"PHX","AZ",13198,"MCI","MO",705,704,-1,0,0,-1,"0700-0759",1135,1126,-9,0,0,-1,"1100-1159",0,0,1044,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-16T14:05:00.000+0000",1,9],[4,12,4,2,"2018-12-04","UA",19977,"N54711",14908,"SNA","CA",13930,"ORD","IL",655,647,-8,0,0,-1,"0600-0659",1253,1236,-17,0,0,-2,"1200-1259",0,0,1726,7,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-04T14:55:00.000+0000",8,17],[2,6,16,7,"2019-06-16","WN",19393,"N217JC",14576,"ROC","NY",10821,"BWI","MD",605,600,-5,0,0,-1,"0600-0659",715,704,-11,0,0,-1,"0700-0759",0,0,277,2,0,0,0,0,0,2019,"KROC","large_airport","Greater Rochester International Airport",559,"NA","US","US-NY","Rochester","KROC","ROC","ROC","-77.67240142822266, 43.118900299072266","America/New_York","2019-06-16T10:05:00.000+0000",5,11],[4,10,6,6,"2018-10-06","WN",19393,"N415WN",14908,"SNA","CA",14831,"SJC","CA",900,859,-1,0,0,-1,"0900-0959",1015,1024,9,9,0,0,"1000-1059",0,0,342,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-10-06T16:00:00.000+0000",41,-9],[2,5,16,4,"2019-05-16","EV",20366,"N18557",13930,"ORD","IL",14574,"ROA","VA",1805,1802,-3,0,0,-1,"1800-1859",2102,2136,34,34,1,2,"2100-2159",0,0,530,3,0,0,34,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-16T23:05:00.000+0000",3,-34],[4,12,3,1,"2018-12-03","UA",19977,"N447UA",14747,"SEA","WA",12266,"IAH","TX",905,901,-4,0,0,-1,"0900-0959",1516,1505,-11,0,0,-1,"1500-1559",0,0,1874,8,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-12-03T17:05:00.000+0000",4,11],[2,6,16,7,"2019-06-16","WN",19393,"N8617E",14843,"SJU","PR",10821,"BWI","MD",615,615,0,0,0,0,"0600-0659",1025,1012,-13,0,0,-1,"1000-1059",0,0,1565,7,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-06-16T10:15:00.000+0000",0,13],[4,12,3,1,"2018-12-03","UA",19977,"N473UA",11433,"DTW","MI",13930,"ORD","IL",745,737,-8,0,0,-1,"0700-0759",805,746,-19,0,0,-2,"0800-0859",0,0,235,1,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-12-03T12:45:00.000+0000",8,59],[2,6,16,7,"2019-06-16","WN",19393,"N8637A",14843,"SJU","PR",13204,"MCO","FL",1350,1346,-4,0,0,-1,"1300-1359",1650,1647,-3,0,0,-1,"1600-1659",0,0,1189,5,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-06-16T17:50:00.000+0000",4,3],[4,10,7,7,"2018-10-07","WN",19393,"N8531Q",10397,"ATL","GA",12892,"LAX","CA",900,857,-3,0,0,-1,"0900-0959",1050,1031,-19,0,0,-2,"1000-1059",0,0,1947,8,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-07T13:00:00.000+0000",43,19],[2,5,6,1,"2019-05-06","EV",20366,"N13538",12266,"IAH","TX",12951,"LFT","LA",1825,1821,-4,0,0,-1,"1800-1859",1924,1921,-3,0,0,-1,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-06T23:25:00.000+0000",4,3],[4,12,3,1,"2018-12-03","UA",19977,"N849UA",11298,"DFW","TX",11292,"DEN","CO",2013,2002,-11,0,0,-1,"2000-2059",2115,2101,-14,0,0,-1,"2100-2159",0,0,641,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-04T02:13:00.000+0000",11,14],[2,6,23,7,"2019-06-23","WN",19393,"N248WN",10279,"AMA","TX",12889,"LAS","NV",1705,1703,-2,0,0,-1,"1700-1759",1710,1700,-10,0,0,-1,"1700-1759",0,0,758,4,0,0,0,0,0,2019,"KAMA","large_airport","Rick Husband Amarillo International Airport",3607,"NA","US","US-TX","Amarillo","KAMA","AMA","AMA","-101.706001, 35.219398","America/Chicago","2019-06-23T22:05:00.000+0000",2,10],[4,10,7,7,"2018-10-07","WN",19393,"N935WN",10423,"AUS","TX",11292,"DEN","CO",1205,1201,-4,0,0,-1,"1200-1259",1315,1258,-17,0,0,-2,"1300-1359",0,0,775,4,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-07T17:05:00.000+0000",4,57],[2,5,6,1,"2019-05-06","EV",20366,"N860AS",12266,"IAH","TX",15370,"TUL","OK",800,756,-4,0,0,-1,"0800-0859",933,935,2,2,0,0,"0900-0959",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-06T13:00:00.000+0000",44,-2],[4,10,14,7,"2018-10-14","WN",19393,"N567WN",14100,"PHL","PA",13204,"MCO","FL",620,618,-2,0,0,-1,"0600-0659",850,831,-19,0,0,-2,"0800-0859",0,0,861,4,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-10-14T10:20:00.000+0000",2,19],[2,5,11,6,"2019-05-11","EV",20366,"N16559",12266,"IAH","TX",15370,"TUL","OK",800,757,-3,0,0,-1,"0800-0859",933,923,-10,0,0,-1,"0900-0959",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-11T13:00:00.000+0000",43,10],[4,12,19,3,"2018-12-19","UA",19977,"N37462",12173,"HNL","HI",14771,"SFO","CA",1310,1305,-5,0,0,-1,"1300-1359",2011,2010,-1,0,0,-1,"2000-2059",0,0,2398,10,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-19T23:10:00.000+0000",5,1],[2,6,23,7,"2019-06-23","WN",19393,"N464WN",10821,"BWI","MD",11697,"FLL","FL",1315,1315,0,0,0,0,"1300-1359",1555,1542,-13,0,0,-1,"1500-1559",0,0,925,4,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-23T17:15:00.000+0000",0,13],[4,10,14,7,"2018-10-14","WN",19393,"N551WN",14193,"PNS","FL",12191,"HOU","TX",1120,1120,0,0,0,0,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,488,2,0,0,0,0,0,2018,"KPNS","medium_airport","Pensacola International Airport",121,"NA","US","US-FL","Pensacola","KPNS","PNS","PNS","-87.1866, 30.4734","America/Chicago","2018-10-14T16:20:00.000+0000",0,7],[2,5,28,2,"2019-05-28","EV",20366,"N13553",12266,"IAH","TX",13422,"MOB","AL",1635,1628,-7,0,0,-1,"1600-1659",1804,1747,-17,0,0,-2,"1800-1859",0,0,427,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-28T21:35:00.000+0000",7,57],[4,10,14,7,"2018-10-14","WN",19393,"N716SW",14683,"SAT","TX",10397,"ATL","GA",720,718,-2,0,0,-1,"0700-0759",1040,1018,-22,0,0,-2,"1000-1059",0,0,874,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-10-14T12:20:00.000+0000",2,22],[2,5,4,6,"2019-05-04","MQ",20398,"N831AE",11298,"DFW","TX",13244,"MEM","TN",830,826,-4,0,0,-1,"0800-0859",1003,957,-6,0,0,-1,"1000-1059",0,0,431,2,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-04T13:30:00.000+0000",4,46],[4,12,19,3,"2018-12-19","UA",19977,"N459UA",13930,"ORD","IL",14100,"PHL","PA",1415,1407,-8,0,0,-1,"1400-1459",1717,1709,-8,0,0,-1,"1700-1759",0,0,678,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-19T20:15:00.000+0000",8,8],[2,5,26,7,"2019-05-26","MQ",20398,"N619AE",11067,"CMI","IL",13930,"ORD","IL",1834,1826,-8,0,0,-1,"1800-1859",1939,1921,-18,0,0,-2,"1900-1959",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-05-26T23:34:00.000+0000",8,18],[4,10,14,7,"2018-10-14","WN",19393,"N233LV",14893,"SMF","CA",12889,"LAS","NV",1600,1554,-6,0,0,-1,"1600-1659",1720,1714,-6,0,0,-1,"1700-1759",0,0,397,2,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-10-14T23:00:00.000+0000",46,6],[2,5,31,5,"2019-05-31","MQ",20398,"N675AE",11067,"CMI","IL",13930,"ORD","IL",1834,1827,-7,0,0,-1,"1800-1859",1939,1932,-7,0,0,-1,"1900-1959",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-05-31T23:34:00.000+0000",7,7],[4,12,19,3,"2018-12-19","UA",19977,"N27477",11292,"DEN","CO",14747,"SEA","WA",1121,1120,-1,0,0,-1,"1100-1159",1327,1325,-2,0,0,-1,"1300-1359",0,0,1024,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T18:21:00.000+0000",1,2],[2,5,27,1,"2019-05-27","MQ",20398,"N848AE",11057,"CLT","NC",14783,"SGF","MO",1825,1820,-5,0,0,-1,"1800-1859",1949,2004,15,15,1,1,"1900-1959",0,0,708,3,0,0,15,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T22:25:00.000+0000",5,-55],[4,12,19,3,"2018-12-19","UA",19977,"N69838",11292,"DEN","CO",13930,"ORD","IL",655,649,-6,0,0,-1,"0600-0659",1017,1013,-4,0,0,-1,"1000-1059",0,0,888,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T13:55:00.000+0000",6,4],[2,5,12,7,"2019-05-12","MQ",20398,"N800AE",14783,"SGF","MO",11057,"CLT","NC",1517,1514,-3,0,0,-1,"1500-1559",1840,1807,-33,0,0,-2,"1800-1859",0,0,708,3,0,0,0,0,0,2019,"KSGF","large_airport","Springfield Branson National Airport",1268,"NA","US","US-MO","Springfield","KSGF","SGF","SGF","-93.38860321, 37.24570084","America/Chicago","2019-05-12T20:17:00.000+0000",3,33],[4,10,15,1,"2018-10-15","WN",19393,"N259WN",10713,"BOI","ID",11292,"DEN","CO",800,755,-5,0,0,-1,"0800-0859",945,936,-9,0,0,-1,"0900-0959",0,0,649,3,0,0,0,0,0,2018,"KBOI","large_airport","Boise Air Terminal/Gowen Field",2871,"NA","US","US-ID","Boise","KBOI","BOI","BOI","-116.223, 43.5644","America/Boise","2018-10-15T14:00:00.000+0000",45,9],[2,5,11,6,"2019-05-11","MQ",20398,"N807AE",12953,"LGA","NY",13931,"ORF","VA",1515,1508,-7,0,0,-1,"1500-1559",1645,1619,-26,0,0,-2,"1600-1659",0,0,296,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-11T19:15:00.000+0000",7,26],[4,12,18,2,"2018-12-18","UA",19977,"N827UA",13303,"MIA","FL",12266,"IAH","TX",1833,1818,-15,0,0,-1,"1800-1859",2017,2010,-7,0,0,-1,"2000-2059",0,0,964,4,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-18T23:33:00.000+0000",15,7],[2,5,7,2,"2019-05-07","MQ",20398,"N855AE",10990,"CHO","VA",11057,"CLT","NC",1953,1949,-4,0,0,-1,"1900-1959",2115,2105,-10,0,0,-1,"2100-2159",0,0,245,1,0,0,0,0,0,2019,"KCHO","medium_airport","Charlottesville Albemarle Airport",639,"NA","US","US-VA","Charlottesville","KCHO","CHO","CHO","-78.4529037475586, 38.13859939575195","America/New_York","2019-05-07T23:53:00.000+0000",4,10],[4,12,18,2,"2018-12-18","UA",19977,"N73251",14771,"SFO","CA",11278,"DCA","VA",1315,1311,-4,0,0,-1,"1300-1359",2121,2118,-3,0,0,-1,"2100-2159",0,0,2442,10,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-18T21:15:00.000+0000",4,3],[2,6,23,7,"2019-06-23","WN",19393,"N8618N",14679,"SAN","CA",10821,"BWI","MD",1200,1200,0,0,0,0,"1200-1259",2005,1936,-29,0,0,-2,"2000-2059",0,0,2295,10,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-23T19:00:00.000+0000",0,69],[4,12,18,2,"2018-12-18","UA",19977,"N73406",15304,"TPA","FL",12266,"IAH","TX",715,707,-8,0,0,-1,"0700-0759",833,827,-6,0,0,-1,"0800-0859",0,0,787,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-18T12:15:00.000+0000",8,6],[2,6,23,7,"2019-06-23","WN",19393,"N7818L",15016,"STL","MO",11259,"DAL","TX",655,655,0,0,0,0,"0600-0659",830,836,6,6,0,0,"0800-0859",0,0,546,3,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-23T11:55:00.000+0000",0,-6],[4,10,15,1,"2018-10-15","WN",19393,"N749SW",10821,"BWI","MD",14492,"RDU","NC",820,817,-3,0,0,-1,"0800-0859",930,934,4,4,0,0,"0900-0959",0,0,255,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-15T12:20:00.000+0000",3,-4],[2,6,23,7,"2019-06-23","WN",19393,"N566WN",15304,"TPA","FL",13342,"MKE","WI",900,857,-3,0,0,-1,"0900-0959",1040,1035,-5,0,0,-1,"1000-1059",0,0,1075,5,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-06-23T13:00:00.000+0000",43,5],[4,10,15,1,"2018-10-15","WN",19393,"N564WN",11259,"DAL","TX",14683,"SAT","TX",600,600,0,0,0,0,"0600-0659",710,719,9,9,0,0,"0700-0759",0,0,247,1,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-10-15T11:00:00.000+0000",0,-9],[2,5,30,4,"2019-05-30","MQ",20398,"N928AE",11977,"GRB","WI",13930,"ORD","IL",957,947,-10,0,0,-1,"0900-0959",1109,1053,-16,0,0,-2,"1100-1159",0,0,174,1,0,0,0,0,0,2019,"KGRB","large_airport","Austin Straubel International Airport",695,"NA","US","US-WI","Green Bay","KGRB","GRB","GRB","-88.12960052490234, 44.48509979248047","America/Chicago","2019-05-30T14:57:00.000+0000",10,56],[4,10,15,1,"2018-10-15","WN",19393,"N928WN",11292,"DEN","CO",10529,"BDL","CT",1730,1730,0,0,0,0,"1700-1759",2305,2233,-32,0,0,-2,"2300-2359",0,0,1671,7,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-15T23:30:00.000+0000",0,72],[2,6,24,1,"2019-06-24","WN",19393,"N718SW",10397,"ATL","GA",13495,"MSY","LA",700,659,-1,0,0,-1,"0700-0759",725,721,-4,0,0,-1,"0700-0759",0,0,425,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-24T11:00:00.000+0000",41,4],[4,10,15,1,"2018-10-15","WN",19393,"N8634A",11292,"DEN","CO",13796,"OAK","CA",1805,1802,-3,0,0,-1,"1800-1859",1950,1940,-10,0,0,-1,"1900-1959",0,0,957,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-16T00:05:00.000+0000",3,10],[2,6,24,1,"2019-06-24","WN",19393,"N8507C",10693,"BNA","TN",11433,"DTW","MI",2150,2148,-2,0,0,-1,"2100-2159",25,6,-19,0,0,-2,"0001-0559",0,0,456,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-25T02:50:00.000+0000",2,19],[4,12,18,2,"2018-12-18","UA",19977,"N827UA",12266,"IAH","TX",11298,"DFW","TX",945,941,-4,0,0,-1,"0900-0959",1102,1054,-8,0,0,-1,"1100-1159",0,0,224,1,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-18T15:45:00.000+0000",4,48],[2,5,14,2,"2019-05-14","MQ",20398,"N528EG",11977,"GRB","WI",13930,"ORD","IL",620,616,-4,0,0,-1,"0600-0659",729,715,-14,0,0,-1,"0700-0759",0,0,174,1,0,0,0,0,0,2019,"KGRB","large_airport","Austin Straubel International Airport",695,"NA","US","US-WI","Green Bay","KGRB","GRB","GRB","-88.12960052490234, 44.48509979248047","America/Chicago","2019-05-14T11:20:00.000+0000",4,14],[4,12,18,2,"2018-12-18","UA",19977,"N467UA",13930,"ORD","IL",11278,"DCA","VA",1400,1351,-9,0,0,-1,"1400-1459",1701,1642,-19,0,0,-2,"1700-1759",0,0,612,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-18T20:00:00.000+0000",49,59],[2,6,24,1,"2019-06-24","WN",19393,"N748SW",10693,"BNA","TN",14492,"RDU","NC",700,658,-2,0,0,-1,"0700-0759",930,917,-13,0,0,-1,"0900-0959",0,0,442,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-24T12:00:00.000+0000",42,13],[4,10,15,1,"2018-10-15","WN",19393,"N8634A",12264,"IAD","VA",11292,"DEN","CO",1520,1513,-7,0,0,-1,"1500-1559",1715,1716,1,1,0,0,"1700-1759",0,0,1452,6,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-10-15T19:20:00.000+0000",7,-1],[2,5,11,6,"2019-05-11","MQ",20398,"N697AB",14524,"RIC","VA",13303,"MIA","FL",711,708,-3,0,0,-1,"0700-0759",945,943,-2,0,0,-1,"0900-0959",0,0,825,4,0,0,0,0,0,2019,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2019-05-11T11:11:00.000+0000",3,2],[4,12,18,2,"2018-12-18","UA",19977,"N69806",11292,"DEN","CO",14679,"SAN","CA",1920,1917,-3,0,0,-1,"1900-1959",2042,2027,-15,0,0,-1,"2000-2059",0,0,853,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T02:20:00.000+0000",3,15],[2,6,24,1,"2019-06-24","WN",19393,"N8609A",11278,"DCA","VA",13232,"MDW","IL",1650,1642,-8,0,0,-1,"1600-1659",1755,1729,-26,0,0,-2,"1700-1759",0,0,601,3,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-24T20:50:00.000+0000",8,26],[4,12,11,2,"2018-12-11","WN",19393,"N8548P",11292,"DEN","CO",14570,"RNO","NV",2205,2158,-7,0,0,-1,"2200-2259",2330,2308,-22,0,0,-2,"2300-2359",0,0,804,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-12T05:05:00.000+0000",47,22],[2,5,1,3,"2019-05-01","MQ",20398,"N826AE",12953,"LGA","NY",14524,"RIC","VA",1729,1718,-11,0,0,-1,"1700-1759",1857,1838,-19,0,0,-2,"1800-1859",0,0,292,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-01T21:29:00.000+0000",11,19],[4,10,17,3,"2018-10-17","WN",19393,"N767SW",13198,"MCI","MO",15016,"STL","MO",1410,1407,-3,0,0,-1,"1400-1459",1505,1500,-5,0,0,-1,"1500-1559",0,0,237,1,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-17T19:10:00.000+0000",3,5],[2,5,9,4,"2019-05-09","MQ",20398,"N531EG",11996,"GSP","SC",13930,"ORD","IL",1031,1023,-8,0,0,-1,"1000-1059",1137,1111,-26,0,0,-2,"1100-1159",0,0,577,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-05-09T14:31:00.000+0000",8,26],[4,10,17,3,"2018-10-17","WN",19393,"N8633A",13204,"MCO","FL",15016,"STL","MO",1130,1130,0,0,0,0,"1100-1159",1255,1242,-13,0,0,-1,"1200-1259",0,0,882,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-17T15:30:00.000+0000",0,13],[2,6,24,1,"2019-06-24","WN",19393,"N437WN",12889,"LAS","NV",10800,"BUR","CA",635,631,-4,0,0,-1,"0600-0659",735,730,-5,0,0,-1,"0700-0759",0,0,223,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-24T13:35:00.000+0000",4,5],[4,12,11,2,"2018-12-11","WN",19393,"N443WN",12339,"IND","IN",13198,"MCI","MO",745,740,-5,0,0,-1,"0700-0759",825,826,1,1,0,0,"0800-0859",0,0,451,2,0,0,0,0,0,2018,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2018-12-11T12:45:00.000+0000",5,-1],[2,6,24,1,"2019-06-24","WN",19393,"N7865A",12889,"LAS","NV",14747,"SEA","WA",2155,2155,0,0,0,0,"2100-2159",20,19,-1,0,0,-1,"0001-0559",0,0,867,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-25T04:55:00.000+0000",0,1],[4,12,11,2,"2018-12-11","WN",19393,"N742SW",12892,"LAX","CA",13796,"OAK","CA",820,818,-2,0,0,-1,"0800-0859",940,938,-2,0,0,-1,"0900-0959",0,0,337,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-11T16:20:00.000+0000",2,2],[2,5,23,4,"2019-05-23","MQ",20398,"N821AE",11298,"DFW","TX",15401,"TXK","AR",1711,1705,-6,0,0,-1,"1700-1759",1810,1802,-8,0,0,-1,"1800-1859",0,0,181,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-23T22:11:00.000+0000",6,8],[4,10,17,3,"2018-10-17","WN",19393,"N793SA",13796,"OAK","CA",14679,"SAN","CA",1925,1925,0,0,0,0,"1900-1959",2050,2050,0,0,0,0,"2000-2059",0,0,446,2,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-18T02:25:00.000+0000",0,0],[2,6,10,1,"2019-06-10","AA",19805,"N905NN",13930,"ORD","IL",14100,"PHL","PA",819,818,-1,0,0,-1,"0800-0859",1124,1131,7,7,0,0,"1100-1159",0,0,678,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-10T13:19:00.000+0000",1,-7],[4,12,11,2,"2018-12-11","WN",19393,"N8709Q",13198,"MCI","MO",14107,"PHX","AZ",1855,1855,0,0,0,0,"1800-1859",2050,2047,-3,0,0,-1,"2000-2059",0,0,1044,5,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-12T00:55:00.000+0000",0,3],[2,6,30,7,"2019-06-30","AA",19805,"N927UW",14747,"SEA","WA",11057,"CLT","NC",8,6,-2,0,0,-1,"0001-0559",807,751,-16,0,0,-2,"0800-0859",0,0,2279,10,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-30T07:08:00.000+0000",2,56],[4,10,17,3,"2018-10-17","WN",19393,"N7831B",14831,"SJC","CA",10800,"BUR","CA",705,701,-4,0,0,-1,"0700-0759",805,803,-2,0,0,-1,"0800-0859",0,0,296,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T14:05:00.000+0000",4,2],[2,6,9,7,"2019-06-09","AA",19805,"N833AW",14107,"PHX","AZ",11423,"DSM","IA",840,834,-6,0,0,-1,"0800-0859",1328,1314,-14,0,0,-1,"1300-1359",0,0,1149,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-09T15:40:00.000+0000",6,14],[4,10,17,3,"2018-10-17","WN",19393,"N404WN",14831,"SJC","CA",12889,"LAS","NV",945,937,-8,0,0,-1,"0900-0959",1105,1059,-6,0,0,-1,"1100-1159",0,0,386,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T16:45:00.000+0000",8,46],[2,5,28,2,"2019-05-28","YX",20452,"N442YX",11278,"DCA","VA",13244,"MEM","TN",2000,1958,-2,0,0,-1,"2000-2059",2130,2131,1,1,0,0,"2100-2159",0,0,762,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-29T00:00:00.000+0000",42,-1],[4,10,17,3,"2018-10-17","WN",19393,"N484WN",14831,"SJC","CA",12892,"LAX","CA",1535,1532,-3,0,0,-1,"1500-1559",1655,1645,-10,0,0,-1,"1600-1659",0,0,308,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T22:35:00.000+0000",3,10],[2,5,28,2,"2019-05-28","YX",20452,"N443YX",14307,"PVD","RI",11278,"DCA","VA",1336,1329,-7,0,0,-1,"1300-1359",1513,1507,-6,0,0,-1,"1500-1559",0,0,356,2,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-05-28T17:36:00.000+0000",7,6],[4,10,17,3,"2018-10-17","WN",19393,"N567WN",14831,"SJC","CA",12892,"LAX","CA",1635,1632,-3,0,0,-1,"1600-1659",1755,1743,-12,0,0,-1,"1700-1759",0,0,308,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T23:35:00.000+0000",3,12],[2,5,20,1,"2019-05-20","YX",20452,"N101HQ",13198,"MCI","MO",11278,"DCA","VA",600,554,-6,0,0,-1,"0600-0659",929,909,-20,0,0,-2,"0900-0959",0,0,949,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-20T11:00:00.000+0000",46,20],[4,10,17,3,"2018-10-17","WN",19393,"N7858A",14831,"SJC","CA",14679,"SAN","CA",1510,1510,0,0,0,0,"1500-1559",1630,1627,-3,0,0,-1,"1600-1659",0,0,417,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T22:10:00.000+0000",0,3],[2,6,14,5,"2019-06-14","AA",19805,"N819AW",14307,"PVD","RI",11057,"CLT","NC",1011,1009,-2,0,0,-1,"1000-1059",1223,1220,-3,0,0,-1,"1200-1259",0,0,683,3,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-14T14:11:00.000+0000",2,3],[4,12,11,2,"2018-12-11","WN",19393,"N400WN",14107,"PHX","AZ",10140,"ABQ","NM",2230,2228,-2,0,0,-1,"2200-2259",2335,2326,-9,0,0,-1,"2300-2359",0,0,328,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-12T05:30:00.000+0000",2,9],[2,5,24,5,"2019-05-24","YX",20452,"N443YX",13495,"MSY","LA",13303,"MIA","FL",1558,1555,-3,0,0,-1,"1500-1559",1855,1851,-4,0,0,-1,"1800-1859",0,0,675,3,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-24T20:58:00.000+0000",3,4],[4,12,11,2,"2018-12-11","WN",19393,"N8655D",14107,"PHX","AZ",13198,"MCI","MO",700,659,-1,0,0,-1,"0700-0759",1025,1015,-10,0,0,-1,"1000-1059",0,0,1044,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-11T14:00:00.000+0000",41,10],[2,5,4,6,"2019-05-04","YX",20452,"N431YX",10693,"BNA","TN",12953,"LGA","NY",746,741,-5,0,0,-1,"0700-0759",1104,1103,-1,0,0,-1,"1100-1159",0,0,764,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-04T12:46:00.000+0000",5,1],[4,12,11,2,"2018-12-11","WN",19393,"N557WN",14122,"PIT","PA",10821,"BWI","MD",610,610,0,0,0,0,"0600-0659",720,709,-11,0,0,-1,"0700-0759",0,0,210,1,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-12-11T11:10:00.000+0000",0,11],[2,6,4,2,"2019-06-04","AA",19805,"N125UW",11057,"CLT","NC",14122,"PIT","PA",1635,1629,-6,0,0,-1,"1600-1659",1807,1747,-20,0,0,-2,"1800-1859",0,0,366,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-04T20:35:00.000+0000",6,60],[4,10,16,2,"2018-10-16","WN",19393,"N764SW",12896,"LBB","TX",12889,"LAS","NV",1510,1510,0,0,0,0,"1500-1559",1520,1512,-8,0,0,-1,"1500-1559",0,0,775,4,0,0,0,0,0,2018,"KLBB","large_airport","Lubbock Preston Smith International Airport",3282,"NA","US","US-TX","Lubbock","KLBB","LBB","LBB","-101.822998, 33.663601","America/Chicago","2018-10-16T20:10:00.000+0000",0,8],[2,6,26,3,"2019-06-26","AA",19805,"N818AW",15016,"STL","MO",14100,"PHL","PA",850,844,-6,0,0,-1,"0800-0859",1209,1150,-19,0,0,-2,"1200-1259",0,0,814,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-26T13:50:00.000+0000",6,59],[4,10,16,2,"2018-10-16","WN",19393,"N232WN",13204,"MCO","FL",14100,"PHL","PA",740,739,-1,0,0,-1,"0700-0759",1005,945,-20,0,0,-2,"1000-1059",0,0,861,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-16T11:40:00.000+0000",1,60],[2,5,21,2,"2019-05-21","YX",20452,"N101HQ",11066,"CMH","OH",11278,"DCA","VA",544,541,-3,0,0,-1,"0001-0559",657,652,-5,0,0,-1,"0600-0659",0,0,323,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-21T09:44:00.000+0000",3,5],[4,12,16,7,"2018-12-16","WN",19393,"N499WN",11259,"DAL","TX",12191,"HOU","TX",1500,1456,-4,0,0,-1,"1500-1559",1610,1626,16,16,1,1,"1600-1659",0,0,239,1,0,0,16,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-16T21:00:00.000+0000",44,-16],[2,6,10,1,"2019-06-10","AA",19805,"N112US",11278,"DCA","VA",13204,"MCO","FL",1137,1136,-1,0,0,-1,"1100-1159",1357,1340,-17,0,0,-2,"1300-1359",0,0,759,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-10T15:37:00.000+0000",1,17],[4,12,16,7,"2018-12-16","WN",19393,"N8718Q",11259,"DAL","TX",12896,"LBB","TX",845,840,-5,0,0,-1,"0800-0859",955,950,-5,0,0,-1,"0900-0959",0,0,293,2,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-16T14:45:00.000+0000",5,5],[2,6,17,1,"2019-06-17","AA",19805,"N753US",11057,"CLT","NC",12953,"LGA","NY",2209,2207,-2,0,0,-1,"2200-2259",2355,2359,4,4,0,0,"2300-2359",0,0,544,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-18T02:09:00.000+0000",2,-4],[4,10,16,2,"2018-10-16","WN",19393,"N464WN",13495,"MSY","LA",13232,"MDW","IL",1510,1504,-6,0,0,-1,"1500-1559",1725,1710,-15,0,0,-1,"1700-1759",0,0,825,4,0,0,0,0,0,2018,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2018-10-16T20:10:00.000+0000",6,15],[2,5,12,7,"2019-05-12","YX",20452,"N422YX",12953,"LGA","NY",15919,"XNA","AR",1340,1333,-7,0,0,-1,"1300-1359",1551,1611,20,20,1,1,"1500-1559",0,0,1147,5,0,0,20,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-12T17:40:00.000+0000",7,-60],[4,12,16,7,"2018-12-16","WN",19393,"N8693A",11292,"DEN","CO",13204,"MCO","FL",1500,1500,0,0,0,0,"1500-1559",2020,2007,-13,0,0,-1,"2000-2059",0,0,1546,7,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-16T22:00:00.000+0000",0,13],[2,5,20,1,"2019-05-20","YX",20452,"N425YX",12953,"LGA","NY",14100,"PHL","PA",1300,1259,-1,0,0,-1,"1300-1359",1415,1359,-16,0,0,-2,"1400-1459",0,0,96,1,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-20T17:00:00.000+0000",41,56],[4,12,16,7,"2018-12-16","WN",19393,"N7701B",12191,"HOU","TX",14193,"PNS","FL",1710,1706,-4,0,0,-1,"1700-1759",1835,1822,-13,0,0,-1,"1800-1859",0,0,488,2,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-16T23:10:00.000+0000",4,13],[2,5,26,7,"2019-05-26","YX",20452,"N131HQ",11278,"DCA","VA",14027,"PBI","FL",1200,1147,-13,0,0,-1,"1200-1259",1437,1422,-15,0,0,-1,"1400-1459",0,0,857,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-26T16:00:00.000+0000",53,15],[4,10,16,2,"2018-10-16","WN",19393,"N461WN",14570,"RNO","NV",14679,"SAN","CA",625,625,0,0,0,0,"0600-0659",755,740,-15,0,0,-1,"0700-0759",0,0,488,2,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-16T13:25:00.000+0000",0,15],[2,5,25,6,"2019-05-25","YX",20452,"N136HQ",14027,"PBI","FL",11278,"DCA","VA",1555,1548,-7,0,0,-1,"1500-1559",1825,1809,-16,0,0,-2,"1800-1859",0,0,857,4,0,0,0,0,0,2019,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2019-05-25T19:55:00.000+0000",7,16],[4,10,16,2,"2018-10-16","WN",19393,"N8626B",14679,"SAN","CA",13198,"MCI","MO",1710,1705,-5,0,0,-1,"1700-1759",2215,2151,-24,0,0,-2,"2200-2259",0,0,1334,6,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-17T00:10:00.000+0000",5,64],[2,5,9,4,"2019-05-09","YX",20452,"N133HQ",11423,"DSM","IA",14100,"PHL","PA",601,553,-8,0,0,-1,"0600-0659",941,944,3,3,0,0,"0900-0959",0,0,972,4,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-05-09T11:01:00.000+0000",48,-3],[4,12,16,7,"2018-12-16","WN",19393,"N258WN",12992,"LIT","AR",11259,"DAL","TX",605,602,-3,0,0,-1,"0600-0659",715,717,2,2,0,0,"0700-0759",0,0,296,2,0,0,0,0,0,2018,"KLIT","large_airport","Bill & Hillary Clinton National Airport/Adams Field",262,"NA","US","US-AR","Little Rock","KLIT","LIT","LIT","-92.2242965698, 34.729400634799994","America/Chicago","2018-12-16T12:05:00.000+0000",3,-2],[2,5,27,1,"2019-05-27","YX",20452,"N119HQ",10693,"BNA","TN",11278,"DCA","VA",1012,1010,-2,0,0,-1,"1000-1059",1258,1237,-21,0,0,-2,"1200-1259",0,0,562,3,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-27T15:12:00.000+0000",2,21],[4,10,16,2,"2018-10-16","WN",19393,"N567WN",15304,"TPA","FL",11697,"FLL","FL",1345,1342,-3,0,0,-1,"1300-1359",1445,1429,-16,0,0,-2,"1400-1459",0,0,197,1,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-16T17:45:00.000+0000",3,16],[2,5,15,3,"2019-05-15","YX",20452,"N419YX",10529,"BDL","CT",14100,"PHL","PA",1441,1435,-6,0,0,-1,"1400-1459",1610,1551,-19,0,0,-2,"1600-1659",0,0,196,1,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-05-15T18:41:00.000+0000",6,59],[4,10,17,3,"2018-10-17","WN",19393,"N219WN",10279,"AMA","TX",11259,"DAL","TX",1615,1610,-5,0,0,-1,"1600-1659",1720,1720,0,0,0,0,"1700-1759",0,0,323,2,0,0,0,0,0,2018,"KAMA","large_airport","Rick Husband Amarillo International Airport",3607,"NA","US","US-TX","Amarillo","KAMA","AMA","AMA","-101.706001, 35.219398","America/Chicago","2018-10-17T21:15:00.000+0000",5,0],[2,5,26,7,"2019-05-26","YX",20452,"N426YX",13303,"MIA","FL",10994,"CHS","SC",2144,2142,-2,0,0,-1,"2100-2159",2329,2345,16,16,1,1,"2300-2359",0,0,489,2,0,0,16,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-27T01:44:00.000+0000",2,-16],[4,12,16,7,"2018-12-16","WN",19393,"N733SA",14027,"PBI","FL",10821,"BWI","MD",720,714,-6,0,0,-1,"0700-0759",940,921,-19,0,0,-2,"0900-0959",0,0,883,4,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-12-16T12:20:00.000+0000",6,19],[2,5,10,5,"2019-05-10","YX",20452,"N407YX",13303,"MIA","FL",12953,"LGA","NY",651,651,0,0,0,0,"0600-0659",953,1001,8,8,0,0,"0900-0959",0,0,1096,5,0,0,0,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-10T10:51:00.000+0000",0,-48],[4,10,17,3,"2018-10-17","WN",19393,"N7708E",10423,"AUS","TX",12892,"LAX","CA",2200,2155,-5,0,0,-1,"2200-2259",2315,2255,-20,0,0,-2,"2300-2359",0,0,1242,5,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-18T03:00:00.000+0000",45,60],[2,6,15,6,"2019-06-15","AA",19805,"N971NN",10423,"AUS","TX",11298,"DFW","TX",715,712,-3,0,0,-1,"0700-0759",824,816,-8,0,0,-1,"0800-0859",0,0,190,1,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-06-15T12:15:00.000+0000",3,8],[4,10,17,3,"2018-10-17","WN",19393,"N782SA",10599,"BHM","AL",12191,"HOU","TX",550,547,-3,0,0,-1,"0001-0559",735,733,-2,0,0,-1,"0700-0759",0,0,570,3,0,0,0,0,0,2018,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2018-10-17T10:50:00.000+0000",3,2],[2,5,27,1,"2019-05-27","YX",20452,"N135HQ",11057,"CLT","NC",12124,"HHH","SC",918,910,-8,0,0,-1,"0900-0959",1023,1009,-14,0,0,-1,"1000-1059",0,0,207,1,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T13:18:00.000+0000",8,14],[4,12,16,7,"2018-12-16","WN",19393,"N7832A",14679,"SAN","CA",10140,"ABQ","NM",935,932,-3,0,0,-1,"0900-0959",1215,1207,-8,0,0,-1,"1200-1259",0,0,628,3,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-16T17:35:00.000+0000",3,8],[2,6,21,5,"2019-06-21","AA",19805,"N604AW",14307,"PVD","RI",11057,"CLT","NC",558,558,0,0,0,0,"0001-0559",810,804,-6,0,0,-1,"0800-0859",0,0,683,3,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-21T09:58:00.000+0000",0,6],[4,10,17,3,"2018-10-17","WN",19393,"N8571Z",10821,"BWI","MD",10792,"BUF","NY",1600,1558,-2,0,0,-1,"1600-1659",1705,1716,11,11,0,0,"1700-1759",0,0,281,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-17T20:00:00.000+0000",42,-11],[2,6,23,7,"2019-06-23","AA",19805,"N713UW",14122,"PIT","PA",11057,"CLT","NC",704,700,-4,0,0,-1,"0700-0759",835,830,-5,0,0,-1,"0800-0859",0,0,366,2,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-06-23T11:04:00.000+0000",4,5],[4,12,16,7,"2018-12-16","WN",19393,"N7860A",14908,"SNA","CA",14893,"SMF","CA",1010,1009,-1,0,0,-1,"1000-1059",1135,1127,-8,0,0,-1,"1100-1159",0,0,404,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-16T18:10:00.000+0000",1,8],[2,6,17,1,"2019-06-17","AA",19805,"N601AW",11057,"CLT","NC",12953,"LGA","NY",1618,1613,-5,0,0,-1,"1600-1659",1817,1807,-10,0,0,-1,"1800-1859",0,0,544,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-17T20:18:00.000+0000",5,10],[4,10,9,2,"2018-10-09","YV",20378,"N243LR",14107,"PHX","AZ",13796,"OAK","CA",720,716,-4,0,0,-1,"0700-0759",916,918,2,2,0,0,"0900-0959",0,0,646,3,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-09T14:20:00.000+0000",4,-2],[2,5,13,1,"2019-05-13","OO",20304,"N875AS",10397,"ATL","GA",14696,"SBN","IN",951,951,0,0,0,0,"0900-0959",1147,1144,-3,0,0,-1,"1100-1159",0,0,566,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-13T13:51:00.000+0000",0,3],[4,12,17,1,"2018-12-17","WN",19393,"N915WN",10140,"ABQ","NM",11259,"DAL","TX",1800,1755,-5,0,0,-1,"1800-1859",2035,2026,-9,0,0,-1,"2000-2059",0,0,580,3,0,0,0,0,0,2018,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2018-12-18T01:00:00.000+0000",45,9],[2,5,13,1,"2019-05-13","OO",20304,"N820SK",10397,"ATL","GA",10781,"BTR","LA",1805,1804,-1,0,0,-1,"1800-1859",1845,1836,-9,0,0,-1,"1800-1859",0,0,448,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-13T22:05:00.000+0000",1,9],[4,12,17,1,"2018-12-17","WN",19393,"N765SW",10397,"ATL","GA",10693,"BNA","TN",1035,1027,-8,0,0,-1,"1000-1059",1045,1031,-14,0,0,-1,"1000-1059",0,0,214,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T15:35:00.000+0000",8,14],[2,6,4,2,"2019-06-04","AA",19805,"N809AW",11057,"CLT","NC",14635,"RSW","FL",740,737,-3,0,0,-1,"0700-0759",932,1020,48,48,1,3,"0900-0959",0,0,600,3,0,0,48,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-04T11:40:00.000+0000",3,-88],[4,12,17,1,"2018-12-17","WN",19393,"N785SW",10397,"ATL","GA",11066,"CMH","OH",915,914,-1,0,0,-1,"0900-0959",1045,1045,0,0,0,0,"1000-1059",0,0,447,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T14:15:00.000+0000",1,0],[2,5,13,1,"2019-05-13","OO",20304,"N832SK",13871,"OMA","NE",11433,"DTW","MI",1356,1354,-2,0,0,-1,"1300-1359",1658,1646,-12,0,0,-1,"1600-1659",0,0,651,3,0,0,0,0,0,2019,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2019-05-13T18:56:00.000+0000",2,12],[4,12,17,1,"2018-12-17","WN",19393,"N7812G",10397,"ATL","GA",15304,"TPA","FL",1135,1135,0,0,0,0,"1100-1159",1305,1250,-15,0,0,-1,"1300-1359",0,0,406,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T16:35:00.000+0000",0,55],[2,5,1,3,"2019-05-01","OH",20397,"N510AE",11278,"DCA","VA",11433,"DTW","MI",1459,1453,-6,0,0,-1,"1400-1459",1638,1650,12,12,0,0,"1600-1659",0,0,405,2,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-01T18:59:00.000+0000",6,-12],[4,12,13,4,"2018-12-13","WN",19393,"N8305E",10423,"AUS","TX",14771,"SFO","CA",1930,1926,-4,0,0,-1,"1900-1959",2130,2118,-12,0,0,-1,"2100-2159",0,0,1504,7,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-12-14T01:30:00.000+0000",4,12],[2,5,26,7,"2019-05-26","OH",20397,"N501BG",11057,"CLT","NC",10431,"AVL","NC",945,939,-6,0,0,-1,"0900-0959",1051,1033,-18,0,0,-2,"1000-1059",0,0,91,1,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-26T13:45:00.000+0000",6,18],[4,10,3,3,"2018-10-03","YV",20378,"N918FJ",10599,"BHM","AL",11298,"DFW","TX",607,559,-8,0,0,-1,"0600-0659",810,755,-15,0,0,-1,"0800-0859",0,0,597,3,0,0,0,0,0,2018,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2018-10-03T11:07:00.000+0000",48,55],[2,5,13,1,"2019-05-13","OH",20397,"N586NN",11267,"DAY","OH",11057,"CLT","NC",910,905,-5,0,0,-1,"0900-0959",1051,1034,-17,0,0,-2,"1000-1059",0,0,370,2,0,0,0,0,0,2019,"KDAY","large_airport","James M Cox Dayton International Airport",1009,"NA","US","US-OH","Dayton","KDAY","DAY","DAY","-84.21939849853516, 39.902400970458984","America/New_York","2019-05-13T13:10:00.000+0000",5,17],[4,12,13,4,"2018-12-13","WN",19393,"N562WN",11618,"EWR","NJ",13204,"MCO","FL",640,636,-4,0,0,-1,"0600-0659",935,916,-19,0,0,-2,"0900-0959",0,0,937,4,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-13T11:40:00.000+0000",4,19],[2,5,9,4,"2019-05-09","OH",20397,"N571NN",11057,"CLT","NC",15370,"TUL","OK",1315,1314,-1,0,0,-1,"1300-1359",1446,1450,4,4,0,0,"1400-1459",0,0,842,4,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-09T17:15:00.000+0000",1,-4],[4,10,11,4,"2018-10-11","YV",20378,"N935LR",11298,"DFW","TX",12217,"HSV","AL",1645,1642,-3,0,0,-1,"1600-1659",1832,1823,-9,0,0,-1,"1800-1859",0,0,603,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-11T21:45:00.000+0000",3,9],[2,6,27,4,"2019-06-27","MQ",20398,"N858AE",13930,"ORD","IL",12511,"JLN","MO",1200,1154,-6,0,0,-1,"1200-1259",1341,1333,-8,0,0,-1,"1300-1359",0,0,484,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-27T17:00:00.000+0000",46,8],[4,12,13,4,"2018-12-13","WN",19393,"N7731A",12892,"LAX","CA",14831,"SJC","CA",1925,1923,-2,0,0,-1,"1900-1959",2035,2026,-9,0,0,-1,"2000-2059",0,0,308,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-14T03:25:00.000+0000",2,9],[2,5,7,2,"2019-05-07","OH",20397,"N571NN",11057,"CLT","NC",11953,"GNV","FL",1329,1324,-5,0,0,-1,"1300-1359",1458,1454,-4,0,0,-1,"1400-1459",0,0,388,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-07T17:29:00.000+0000",5,4],[4,10,12,5,"2018-10-12","YV",20378,"N503MJ",11193,"CVG","KY",12264,"IAD","VA",1445,1442,-3,0,0,-1,"1400-1459",1614,1557,-17,0,0,-2,"1600-1659",0,0,388,2,0,0,0,0,0,2018,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2018-10-12T18:45:00.000+0000",3,57],[2,6,24,1,"2019-06-24","MQ",20398,"N844AE",13930,"ORD","IL",11067,"CMI","IL",840,840,0,0,0,0,"0800-0859",939,935,-4,0,0,-1,"0900-0959",0,0,135,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-24T13:40:00.000+0000",0,4],[4,12,13,4,"2018-12-13","WN",19393,"N569WN",13232,"MDW","IL",13796,"OAK","CA",1905,1905,0,0,0,0,"1900-1959",2155,2117,-38,0,0,-2,"2100-2159",0,0,1844,8,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-12-14T01:05:00.000+0000",0,38],[2,6,18,2,"2019-06-18","MQ",20398,"N855AE",13377,"MLU","LA",11298,"DFW","TX",1623,1621,-2,0,0,-1,"1600-1659",1750,1737,-13,0,0,-1,"1700-1759",0,0,293,2,0,0,0,0,0,2019,"KMLU","large_airport","Monroe Regional Airport",79,"NA","US","US-LA","Monroe","KMLU","MLU","MLU","-92.0376968383789, 32.51089859008789","America/Chicago","2019-06-18T21:23:00.000+0000",2,13],[4,12,13,4,"2018-12-13","WN",19393,"N446WN",13871,"OMA","NE",14107,"PHX","AZ",1430,1429,-1,0,0,-1,"1400-1459",1625,1556,-29,0,0,-2,"1600-1659",0,0,1037,5,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-13T20:30:00.000+0000",1,69],[2,6,25,2,"2019-06-25","MQ",20398,"N234JW",11278,"DCA","VA",15919,"XNA","AR",1711,1705,-6,0,0,-1,"1700-1759",1854,1851,-3,0,0,-1,"1800-1859",0,0,963,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-25T21:11:00.000+0000",6,3],[4,10,12,5,"2018-10-12","EV",20366,"N611QX",11980,"GRI","NE",11298,"DFW","TX",605,559,-6,0,0,-1,"0600-0659",753,740,-13,0,0,-1,"0700-0759",0,0,561,3,0,0,0,0,0,2018,"KGRI","medium_airport","Central Nebraska Regional Airport",1847,"NA","US","US-NE","Grand Island","KGRI","GRI","GRI","-98.30960083007812, 40.967498779296875","America/Chicago","2018-10-12T11:05:00.000+0000",46,13],[2,6,8,6,"2019-06-08","MQ",20398,"N251NN",13930,"ORD","IL",11624,"EYW","FL",825,825,0,0,0,0,"0800-0859",1249,1247,-2,0,0,-1,"1200-1259",0,0,1251,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-08T13:25:00.000+0000",0,2],[4,12,13,4,"2018-12-13","WN",19393,"N745SW",14107,"PHX","AZ",13891,"ONT","CA",1705,1701,-4,0,0,-1,"1700-1759",1710,1659,-11,0,0,-1,"1700-1759",0,0,325,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-14T00:05:00.000+0000",4,51],[2,6,4,2,"2019-06-04","MQ",20398,"N685AE",11612,"EVV","IN",13930,"ORD","IL",1736,1731,-5,0,0,-1,"1700-1759",1914,1851,-23,0,0,-2,"1900-1959",0,0,272,2,0,0,0,0,0,2019,"KEVV","medium_airport","Evansville Regional Airport",418,"NA","US","US-IN","Evansville","KEVV","EVV","EVV","-87.5324020386, 38.0369987488","America/Chicago","2019-06-04T22:36:00.000+0000",5,63],[4,12,13,4,"2018-12-13","WN",19393,"N8671D",14107,"PHX","AZ",14100,"PHL","PA",1120,1113,-7,0,0,-1,"1100-1159",1745,1748,3,3,0,0,"1700-1759",0,0,2075,9,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-13T18:20:00.000+0000",7,-3],[2,6,26,3,"2019-06-26","MQ",20398,"N529EA",13930,"ORD","IL",11066,"CMH","OH",725,722,-3,0,0,-1,"0700-0759",945,923,-22,0,0,-2,"0900-0959",0,0,296,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-26T12:25:00.000+0000",3,22],[4,12,13,4,"2018-12-13","WN",19393,"N261WN",14683,"SAT","TX",10693,"BNA","TN",1855,1852,-3,0,0,-1,"1800-1859",2100,2044,-16,0,0,-2,"2100-2159",0,0,822,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-12-14T00:55:00.000+0000",3,56],[2,6,8,6,"2019-06-08","MQ",20398,"N831AE",11067,"CMI","IL",11298,"DFW","TX",1555,1548,-7,0,0,-1,"1500-1559",1810,1745,-25,0,0,-2,"1800-1859",0,0,692,3,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-06-08T20:55:00.000+0000",7,65],[4,10,16,2,"2018-10-16","EV",20366,"N15912",12266,"IAH","TX",10185,"AEX","LA",2130,2129,-1,0,0,-1,"2100-2159",2230,2225,-5,0,0,-1,"2200-2259",0,0,190,1,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-17T02:30:00.000+0000",1,5],[2,5,15,3,"2019-05-15","OH",20397,"N530EA",13485,"MSN","WI",14100,"PHL","PA",600,552,-8,0,0,-1,"0600-0659",913,916,3,3,0,0,"0900-0959",0,0,764,4,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-05-15T11:00:00.000+0000",48,-3],[4,10,31,3,"2018-10-31","EV",20366,"N12172",12266,"IAH","TX",11146,"CRW","WV",1830,1825,-5,0,0,-1,"1800-1859",2200,2159,-1,0,0,-1,"2200-2259",0,0,975,4,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-31T23:30:00.000+0000",5,41],[2,5,1,3,"2019-05-01","OH",20397,"N539EA",11996,"GSP","SC",14100,"PHL","PA",743,736,-7,0,0,-1,"0700-0759",930,916,-14,0,0,-1,"0900-0959",0,0,515,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-05-01T11:43:00.000+0000",7,14],[4,10,8,1,"2018-10-08","EV",20366,"N12135",12266,"IAH","TX",10747,"BRO","TX",1225,1216,-9,0,0,-1,"1200-1259",1342,1333,-9,0,0,-1,"1300-1359",0,0,308,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-08T17:25:00.000+0000",9,9],[2,5,3,5,"2019-05-03","OH",20397,"N567NN",11057,"CLT","NC",11066,"CMH","OH",1603,1557,-6,0,0,-1,"1600-1659",1729,1720,-9,0,0,-1,"1700-1759",0,0,347,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-03T20:03:00.000+0000",46,9],[4,12,18,2,"2018-12-18","WN",19393,"N7720F",11540,"ELP","TX",14683,"SAT","TX",805,801,-4,0,0,-1,"0800-0859",1030,1019,-11,0,0,-1,"1000-1059",0,0,496,2,0,0,0,0,0,2018,"KELP","medium_airport","El Paso International Airport",3959,"NA","US","US-TX","El Paso","KELP","ELP","ELP","-106.3779984, 31.80719948","America/Denver","2018-12-18T15:05:00.000+0000",4,11],[2,6,19,3,"2019-06-19","MQ",20398,"N855AE",15401,"TXK","AR",11298,"DFW","TX",1039,1034,-5,0,0,-1,"1000-1059",1143,1144,1,1,0,0,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-19T15:39:00.000+0000",5,-1],[4,10,1,1,"2018-10-01","OO",20304,"N767SK",13487,"MSP","MN",13930,"ORD","IL",2015,2015,0,0,0,0,"2000-2059",2147,2203,16,16,1,1,"2100-2159",0,0,334,2,0,0,16,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-02T01:15:00.000+0000",0,-56],[2,6,27,4,"2019-06-27","MQ",20398,"N818AE",15401,"TXK","AR",11298,"DFW","TX",1039,1033,-6,0,0,-1,"1000-1059",1143,1129,-14,0,0,-1,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-27T15:39:00.000+0000",6,14],[4,10,1,1,"2018-10-01","OO",20304,"N931EV",13422,"MOB","AL",10397,"ATL","GA",600,557,-3,0,0,-1,"0600-0659",820,819,-1,0,0,-1,"0800-0859",0,0,302,2,0,0,0,0,0,2018,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2018-10-01T11:00:00.000+0000",43,1],[2,6,30,7,"2019-06-30","MQ",20398,"N820AE",15401,"TXK","AR",11298,"DFW","TX",1039,1026,-13,0,0,-1,"1000-1059",1143,1124,-19,0,0,-2,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-30T15:39:00.000+0000",13,19],[4,10,1,1,"2018-10-01","OO",20304,"N205SY",13930,"ORD","IL",13342,"MKE","WI",1750,1746,-4,0,0,-1,"1700-1759",1840,1827,-13,0,0,-1,"1800-1859",0,0,67,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-01T22:50:00.000+0000",4,13],[2,5,15,3,"2019-05-15","OH",20397,"N568NN",13342,"MKE","WI",11057,"CLT","NC",525,518,-7,0,0,-1,"0001-0559",831,831,0,0,0,0,"0800-0859",0,0,651,3,0,0,0,0,0,2019,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2019-05-15T10:25:00.000+0000",7,0],[4,10,1,1,"2018-10-01","OO",20304,"N142SY",14570,"RNO","NV",14771,"SFO","CA",1235,1231,-4,0,0,-1,"1200-1259",1353,1334,-19,0,0,-2,"1300-1359",0,0,192,1,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-01T19:35:00.000+0000",4,19],[2,6,4,2,"2019-06-04","MQ",20398,"N803AE",14960,"SPS","TX",11298,"DFW","TX",500,447,-13,0,0,-1,"0001-0559",553,535,-18,0,0,-2,"0001-0559",0,0,113,1,0,0,0,0,0,2019,"KSPS","large_airport","Sheppard Air Force Base-Wichita Falls Municipal Airport",1019,"NA","US","US-TX","Wichita Falls","KSPS","SPS","SPS","-98.491898, 33.9888","America/Chicago","2019-06-04T10:00:00.000+0000",53,18],[4,10,1,1,"2018-10-01","OO",20304,"N946SW",11292,"DEN","CO",11109,"COS","CO",2000,1953,-7,0,0,-1,"2000-2059",2052,2033,-19,0,0,-2,"2000-2059",0,0,73,1,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-02T02:00:00.000+0000",47,19],[2,5,6,1,"2019-05-06","OH",20397,"N242JS",11278,"DCA","VA",14492,"RDU","NC",2000,1950,-10,0,0,-1,"2000-2059",2112,2052,-20,0,0,-2,"2100-2159",0,0,227,1,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-07T00:00:00.000+0000",50,60],[4,12,18,2,"2018-12-18","WN",19393,"N749SW",13244,"MEM","TN",11292,"DEN","CO",1030,1025,-5,0,0,-1,"1000-1059",1205,1143,-22,0,0,-2,"1200-1259",0,0,872,4,0,0,0,0,0,2018,"KMEM","large_airport","Memphis International Airport",341,"NA","US","US-TN","Memphis","KMEM","MEM","MEM","-89.97669982910156, 35.04240036010742","America/Chicago","2018-12-18T16:30:00.000+0000",5,62],[2,6,21,5,"2019-06-21","MQ",20398,"N276NN",11066,"CMH","OH",13930,"ORD","IL",836,835,-1,0,0,-1,"0800-0859",910,910,0,0,0,0,"0900-0959",0,0,296,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-21T12:36:00.000+0000",1,0],[4,10,1,1,"2018-10-01","OO",20304,"N937SW",14698,"SBP","CA",14771,"SFO","CA",1340,1337,-3,0,0,-1,"1300-1359",1448,1433,-15,0,0,-1,"1400-1459",0,0,190,1,0,0,0,0,0,2018,"KSBP","medium_airport","San Luis County Regional Airport",212,"NA","US","US-CA","San Luis Obispo","KSBP","SBP","SBP","-120.641998291, 35.236801147499996","America/Los_Angeles","2018-10-01T20:40:00.000+0000",3,15],[2,6,2,7,"2019-06-02","MQ",20398,"N827AE",14783,"SGF","MO",11057,"CLT","NC",700,653,-7,0,0,-1,"0700-0759",1024,1017,-7,0,0,-1,"1000-1059",0,0,708,3,0,0,0,0,0,2019,"KSGF","large_airport","Springfield Branson National Airport",1268,"NA","US","US-MO","Springfield","KSGF","SGF","SGF","-93.38860321, 37.24570084","America/Chicago","2019-06-02T12:00:00.000+0000",47,7],[4,10,1,1,"2018-10-01","OO",20304,"N141SY",14771,"SFO","CA",15376,"TUS","AZ",838,834,-4,0,0,-1,"0800-0859",1049,1101,12,12,0,0,"1000-1059",0,0,751,4,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-01T15:38:00.000+0000",4,-52],[2,5,2,4,"2019-05-02","OH",20397,"N254PS",13931,"ORF","VA",11278,"DCA","VA",1620,1617,-3,0,0,-1,"1600-1659",1725,1924,119,119,1,7,"1700-1759",0,0,142,1,0,0,119,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-02T20:20:00.000+0000",3,-199],[4,10,1,1,"2018-10-01","OO",20304,"N161SY",11292,"DEN","CO",14683,"SAT","TX",1750,1748,-2,0,0,-1,"1700-1759",2115,2054,-21,0,0,-2,"2100-2159",0,0,794,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-01T23:50:00.000+0000",2,61],[2,6,10,1,"2019-06-10","MQ",20398,"N622AE",11067,"CMI","IL",13930,"ORD","IL",630,626,-4,0,0,-1,"0600-0659",734,726,-8,0,0,-1,"0700-0759",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-06-10T11:30:00.000+0000",4,8],[4,12,18,2,"2018-12-18","WN",19393,"N951WN",13871,"OMA","NE",15016,"STL","MO",1355,1351,-4,0,0,-1,"1300-1359",1500,1454,-6,0,0,-1,"1500-1559",0,0,342,2,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-18T19:55:00.000+0000",4,46],[2,5,9,4,"2019-05-09","OH",20397,"N516AE",10581,"BGR","ME",11278,"DCA","VA",1702,1655,-7,0,0,-1,"1700-1759",1900,1847,-13,0,0,-1,"1900-1959",0,0,590,3,0,0,0,0,0,2019,"KBGR","large_airport","Bangor International Airport",192,"NA","US","US-ME","Bangor","KBGR","BGR","BGR","-68.8281021118164, 44.80739974975586","America/New_York","2019-05-09T21:02:00.000+0000",47,53],[4,12,18,2,"2018-12-18","WN",19393,"N8613K",14679,"SAN","CA",13198,"MCI","MO",1035,1034,-1,0,0,-1,"1000-1059",1540,1540,0,0,0,0,"1500-1559",0,0,1334,6,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-18T18:35:00.000+0000",1,0],[2,5,21,2,"2019-05-21","OH",20397,"N582NN",11057,"CLT","NC",12264,"IAD","VA",725,718,-7,0,0,-1,"0700-0759",843,833,-10,0,0,-1,"0800-0859",0,0,322,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-21T11:25:00.000+0000",7,10],[4,10,2,2,"2018-10-02","OO",20304,"N255SY",14869,"SLC","UT",10713,"BOI","ID",1720,1713,-7,0,0,-1,"1700-1759",1835,1820,-15,0,0,-1,"1800-1859",0,0,290,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-02T23:20:00.000+0000",7,15],[2,6,10,1,"2019-06-10","MQ",20398,"N918AE",11298,"DFW","TX",11982,"GRK","TX",715,708,-7,0,0,-1,"0700-0759",803,758,-5,0,0,-1,"0800-0859",0,0,134,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-10T12:15:00.000+0000",7,45],[4,12,6,4,"2018-12-06","AA",19805,"N931NN",14869,"SLC","UT",14107,"PHX","AZ",1343,1337,-6,0,0,-1,"1300-1359",1523,1522,-1,0,0,-1,"1500-1559",0,0,507,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-06T20:43:00.000+0000",6,1],[2,6,26,3,"2019-06-26","MQ",20398,"N827AE",11298,"DFW","TX",15074,"SWO","OK",2225,2219,-6,0,0,-1,"2200-2259",2326,2338,12,12,0,0,"2300-2359",0,0,225,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-27T03:25:00.000+0000",6,-12],[4,12,18,2,"2018-12-18","AA",19805,"N913NN",14869,"SLC","UT",14107,"PHX","AZ",1343,1341,-2,0,0,-1,"1300-1359",1523,1519,-4,0,0,-1,"1500-1559",0,0,507,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-18T20:43:00.000+0000",2,4],[2,5,18,6,"2019-05-18","OH",20397,"N710PS",10581,"BGR","ME",11278,"DCA","VA",1218,1217,-1,0,0,-1,"1200-1259",1419,1358,-21,0,0,-2,"1400-1459",0,0,590,3,0,0,0,0,0,2019,"KBGR","large_airport","Bangor International Airport",192,"NA","US","US-ME","Bangor","KBGR","BGR","BGR","-68.8281021118164, 44.80739974975586","America/New_York","2019-05-18T16:18:00.000+0000",1,61],[4,10,2,2,"2018-10-02","OO",20304,"N944SW",10208,"AGS","GA",10397,"ATL","GA",1914,1905,-9,0,0,-1,"1900-1959",2019,2017,-2,0,0,-1,"2000-2059",0,0,143,1,0,0,0,0,0,2018,"KAGS","large_airport","Augusta Regional At Bush Field",144,"NA","US","US-GA","Augusta","KAGS","AGS","AGS","-81.9645004272461, 33.36989974975586","America/New_York","2018-10-02T23:14:00.000+0000",9,2],[2,6,8,6,"2019-06-08","MQ",20398,"N902BC",13930,"ORD","IL",10599,"BHM","AL",1224,1223,-1,0,0,-1,"1200-1259",1415,1415,0,0,0,0,"1400-1459",0,0,583,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-08T17:24:00.000+0000",1,0],[4,12,1,6,"2018-12-01","AA",19805,"N9006",13303,"MIA","FL",14492,"RDU","NC",1536,1531,-5,0,0,-1,"1500-1559",1740,1736,-4,0,0,-1,"1700-1759",0,0,700,3,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-01T20:36:00.000+0000",5,4],[2,6,14,5,"2019-06-14","MQ",20398,"N825AE",11298,"DFW","TX",14960,"SPS","TX",1425,1417,-8,0,0,-1,"1400-1459",1517,1524,7,7,0,0,"1500-1559",0,0,113,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-14T19:25:00.000+0000",8,-7],[4,10,2,2,"2018-10-02","OO",20304,"N953SW",11823,"FWA","IN",13487,"MSP","MN",704,701,-3,0,0,-1,"0700-0759",815,827,12,12,0,0,"0800-0859",0,0,488,2,0,0,0,0,0,2018,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2018-10-02T11:04:00.000+0000",3,-12],[2,5,14,2,"2019-05-14","OH",20397,"N502AE",14730,"SDF","KY",11278,"DCA","VA",1220,1214,-6,0,0,-1,"1200-1259",1400,1407,7,7,0,0,"1400-1459",0,0,474,2,0,0,0,0,0,2019,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2019-05-14T16:20:00.000+0000",6,-7],[4,12,23,7,"2018-12-23","AA",19805,"N997NN",14679,"SAN","CA",13930,"ORD","IL",730,725,-5,0,0,-1,"0700-0759",1335,1320,-15,0,0,-1,"1300-1359",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-23T15:30:00.000+0000",5,15],[2,6,7,5,"2019-06-07","MQ",20398,"N827AE",14960,"SPS","TX",11298,"DFW","TX",1042,1033,-9,0,0,-1,"1000-1059",1140,1141,1,1,0,0,"1100-1159",0,0,113,1,0,0,0,0,0,2019,"KSPS","large_airport","Sheppard Air Force Base-Wichita Falls Municipal Airport",1019,"NA","US","US-TX","Wichita Falls","KSPS","SPS","SPS","-98.491898, 33.9888","America/Chicago","2019-06-07T15:42:00.000+0000",9,-1],[4,12,23,7,"2018-12-23","AA",19805,"N980TW",11298,"DFW","TX",11042,"CLE","OH",1130,1125,-5,0,0,-1,"1100-1159",1508,1443,-25,0,0,-2,"1500-1559",0,0,1021,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-23T17:30:00.000+0000",5,65],[2,5,25,6,"2019-05-25","OH",20397,"N601EN",11057,"CLT","NC",15016,"STL","MO",1439,1436,-3,0,0,-1,"1400-1459",1538,1525,-13,0,0,-1,"1500-1559",0,0,575,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-25T18:39:00.000+0000",3,13],[4,10,2,2,"2018-10-02","OO",20304,"N438SW",13487,"MSP","MN",13459,"MQT","MI",2030,2023,-7,0,0,-1,"2000-2059",2249,2232,-17,0,0,-2,"2200-2259",0,0,300,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T01:30:00.000+0000",7,17],[2,5,17,5,"2019-05-17","WN",19393,"N286WN",11259,"DAL","TX",13342,"MKE","WI",1705,1700,-5,0,0,-1,"1700-1759",1920,1910,-10,0,0,-1,"1900-1959",0,0,850,4,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-17T22:05:00.000+0000",5,10],[4,10,2,2,"2018-10-02","OO",20304,"N914EV",14113,"PIH","ID",14869,"SLC","UT",1520,1513,-7,0,0,-1,"1500-1559",1620,1610,-10,0,0,-1,"1600-1659",0,0,150,1,0,0,0,0,0,2018,"KPIH","medium_airport","Pocatello Regional Airport",4452,"NA","US","US-ID","Pocatello","KPIH","PIH","PIH","-112.59600067138672, 42.9098014831543","America/Denver","2018-10-02T21:20:00.000+0000",7,10],[2,5,17,5,"2019-05-17","WN",19393,"N773SA",11292,"DEN","CO",13198,"MCI","MO",1615,1615,0,0,0,0,"1600-1659",1855,1844,-11,0,0,-1,"1800-1859",0,0,533,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-17T22:15:00.000+0000",0,11],[4,12,16,7,"2018-12-16","AA",19805,"N942NN",13930,"ORD","IL",13204,"MCO","FL",705,654,-11,0,0,-1,"0700-0759",1043,1042,-1,0,0,-1,"1000-1059",0,0,1005,5,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-16T13:05:00.000+0000",51,1],[2,6,18,2,"2019-06-18","B6",20409,"N228JB",10721,"BOS","MA",14492,"RDU","NC",610,607,-3,0,0,-1,"0600-0659",808,803,-5,0,0,-1,"0800-0859",0,0,612,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-18T10:10:00.000+0000",3,5],[4,12,11,2,"2018-12-11","AA",19805,"N963TW",13851,"OKC","OK",11298,"DFW","TX",1220,1211,-9,0,0,-1,"1200-1259",1329,1307,-22,0,0,-2,"1300-1359",0,0,175,1,0,0,0,0,0,2018,"KOKC","large_airport","Will Rogers World Airport",1295,"NA","US","US-OK","Oklahoma City","KOKC","OKC","OKC","-97.60070037841797, 35.39310073852539","America/Chicago","2018-12-11T18:20:00.000+0000",9,22],[2,5,17,5,"2019-05-17","WN",19393,"N7714B",12889,"LAS","NV",12954,"LGB","CA",730,729,-1,0,0,-1,"0700-0759",835,826,-9,0,0,-1,"0800-0859",0,0,231,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-17T14:30:00.000+0000",1,9],[4,12,22,6,"2018-12-22","AA",19805,"N970NN",13930,"ORD","IL",14908,"SNA","CA",1650,1650,0,0,0,0,"1600-1659",1920,1902,-18,0,0,-2,"1900-1959",0,0,1726,7,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-22T22:50:00.000+0000",0,18],[2,5,17,5,"2019-05-17","WN",19393,"N7869A",12953,"LGA","NY",13232,"MDW","IL",1850,1849,-1,0,0,-1,"1800-1859",2020,1958,-22,0,0,-2,"2000-2059",0,0,725,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-17T22:50:00.000+0000",1,62],[4,12,14,5,"2018-12-14","AA",19805,"N393AN",13303,"MIA","FL",12478,"JFK","NY",704,704,0,0,0,0,"0700-0759",957,1004,7,7,0,0,"0900-0959",0,0,1089,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-14T12:04:00.000+0000",0,-47],[2,5,17,5,"2019-05-17","WN",19393,"N7751A",13204,"MCO","FL",13495,"MSY","LA",1020,1015,-5,0,0,-1,"1000-1059",1110,1058,-12,0,0,-1,"1100-1159",0,0,551,3,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-17T14:20:00.000+0000",5,52],[4,12,17,1,"2018-12-17","AA",19805,"N968AN",10529,"BDL","CT",13930,"ORD","IL",1546,1542,-4,0,0,-1,"1500-1559",1734,1716,-18,0,0,-2,"1700-1759",0,0,783,4,0,0,0,0,0,2018,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2018-12-17T20:46:00.000+0000",4,18],[2,5,17,5,"2019-05-17","WN",19393,"N294WN",13342,"MKE","WI",10721,"BOS","MA",730,727,-3,0,0,-1,"0700-0759",1050,1026,-24,0,0,-2,"1000-1059",0,0,860,4,0,0,0,0,0,2019,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2019-05-17T12:30:00.000+0000",3,24],[4,10,3,3,"2018-10-03","OO",20304,"N439SW",11003,"CID","IA",11433,"DTW","MI",630,627,-3,0,0,-1,"0600-0659",914,902,-12,0,0,-1,"0900-0959",0,0,430,2,0,0,0,0,0,2018,"KCID","large_airport","The Eastern Iowa Airport",869,"NA","US","US-IA","Cedar Rapids","KCID","CID","CID","-91.71080017089844, 41.884700775146484","America/Chicago","2018-10-03T11:30:00.000+0000",3,12],[2,5,17,5,"2019-05-17","WN",19393,"N450WN",13495,"MSY","LA",10693,"BNA","TN",1305,1300,-5,0,0,-1,"1300-1359",1435,1427,-8,0,0,-1,"1400-1459",0,0,471,2,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-17T18:05:00.000+0000",5,8],[4,10,3,3,"2018-10-03","OO",20304,"N8965E",13487,"MSP","MN",11721,"FNT","MI",2040,2039,-1,0,0,-1,"2000-2059",2317,2341,24,24,1,1,"2300-2359",0,0,491,2,0,0,24,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-04T01:40:00.000+0000",1,-24],[2,6,30,7,"2019-06-30","B6",20409,"N323JB",12953,"LGA","NY",10721,"BOS","MA",1045,1034,-11,0,0,-1,"1000-1059",1213,1136,-37,0,0,-2,"1200-1259",0,0,184,1,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-30T14:45:00.000+0000",11,77],[4,12,15,6,"2018-12-15","AA",19805,"N990NN",14843,"SJU","PR",11298,"DFW","TX",922,915,-7,0,0,-1,"0900-0959",1243,1206,-37,0,0,-2,"1200-1259",0,0,2165,9,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-15T13:22:00.000+0000",7,37],[2,6,30,7,"2019-06-30","B6",20409,"N827JB",14307,"PVD","RI",14027,"PBI","FL",1155,1150,-5,0,0,-1,"1100-1159",1443,1452,9,9,0,0,"1400-1459",0,0,1148,5,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-30T15:55:00.000+0000",5,-9],[4,10,3,3,"2018-10-03","OO",20304,"N868AS",13487,"MSP","MN",10627,"BIS","ND",1245,1241,-4,0,0,-1,"1200-1259",1414,1410,-4,0,0,-1,"1400-1459",0,0,386,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T17:45:00.000+0000",4,4],[2,5,17,5,"2019-05-17","WN",19393,"N7886A",14679,"SAN","CA",11292,"DEN","CO",1855,1847,-8,0,0,-1,"1800-1859",2205,2146,-19,0,0,-2,"2200-2259",0,0,853,4,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-05-18T01:55:00.000+0000",8,59],[4,10,3,3,"2018-10-03","OO",20304,"N269SY",11986,"GRR","MI",13487,"MSP","MN",1307,1256,-11,0,0,-1,"1300-1359",1342,1329,-13,0,0,-1,"1300-1359",0,0,408,2,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-03T17:07:00.000+0000",51,13],[2,6,30,7,"2019-06-30","B6",20409,"N627JB",10721,"BOS","MA",15304,"TPA","FL",956,953,-3,0,0,-1,"0900-0959",1308,1247,-21,0,0,-2,"1300-1359",0,0,1185,5,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-30T13:56:00.000+0000",3,61],[4,10,3,3,"2018-10-03","OO",20304,"N856AS",13076,"LSE","WI",13487,"MSP","MN",700,647,-13,0,0,-1,"0700-0759",803,756,-7,0,0,-1,"0800-0859",0,0,119,1,0,0,0,0,0,2018,"KLSE","medium_airport","La Crosse Municipal Airport",655,"NA","US","US-WI","La Crosse","KLSE","LSE","LSE","-91.256699, 43.879002","America/Chicago","2018-10-03T12:00:00.000+0000",53,47],[2,5,17,5,"2019-05-17","WN",19393,"N292WN",14683,"SAT","TX",15016,"STL","MO",1625,1623,-2,0,0,-1,"1600-1659",1825,1819,-6,0,0,-1,"1800-1859",0,0,786,4,0,0,0,0,0,2019,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2019-05-17T21:25:00.000+0000",2,6],[4,12,20,4,"2018-12-20","AA",19805,"N897NN",14679,"SAN","CA",13930,"ORD","IL",2250,2241,-9,0,0,-1,"2200-2259",448,446,-2,0,0,-1,"0001-0559",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-21T06:50:00.000+0000",9,2],[2,6,4,2,"2019-06-04","DL",19790,"N929AT",13930,"ORD","IL",12953,"LGA","NY",745,741,-4,0,0,-1,"0700-0759",1102,1052,-10,0,0,-1,"1100-1159",0,0,733,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-04T12:45:00.000+0000",4,50],[4,10,3,3,"2018-10-03","OO",20304,"N771SK",13487,"MSP","MN",13232,"MDW","IL",1001,956,-5,0,0,-1,"1000-1059",1145,1136,-9,0,0,-1,"1100-1159",0,0,349,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T15:01:00.000+0000",45,9],[2,5,17,5,"2019-05-17","WN",19393,"N463WN",14893,"SMF","CA",10800,"BUR","CA",1050,1047,-3,0,0,-1,"1000-1059",1205,1157,-8,0,0,-1,"1200-1259",0,0,358,2,0,0,0,0,0,2019,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2019-05-17T17:50:00.000+0000",3,48],[4,12,13,4,"2018-12-13","AA",19805,"N886NN",11278,"DCA","VA",13930,"ORD","IL",1430,1427,-3,0,0,-1,"1400-1459",1545,1533,-12,0,0,-1,"1500-1559",0,0,612,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-13T19:30:00.000+0000",3,12],[2,6,4,2,"2019-06-04","DL",19790,"N832DN",10397,"ATL","GA",14057,"PDX","OR",2015,2015,0,0,0,0,"2000-2059",2227,2206,-21,0,0,-2,"2200-2259",0,0,2172,9,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T00:15:00.000+0000",0,21],[4,10,3,3,"2018-10-03","OO",20304,"N915SW",14025,"PBG","NY",12264,"IAD","VA",930,920,-10,0,0,-1,"0900-0959",1122,1057,-25,0,0,-2,"1100-1159",0,0,444,2,0,0,0,0,0,2018,"KPBG","medium_airport","Plattsburgh International Airport",234,"NA","US","US-NY","Plattsburgh","KPBG","PBG","PBG","-73.46810150146484, 44.650901794433594","America/New_York","2018-10-03T13:30:00.000+0000",10,65],[2,6,4,2,"2019-06-04","DL",19790,"N981AT",13230,"MDT","PA",10397,"ATL","GA",1211,1205,-6,0,0,-1,"1200-1259",1412,1357,-15,0,0,-1,"1400-1459",0,0,620,3,0,0,0,0,0,2019,"KMDT","medium_airport","Harrisburg International Airport",310,"NA","US","US-PA","Harrisburg","KMDT","MDT","MDT","-76.7633972168, 40.1935005188","America/New_York","2019-06-04T16:11:00.000+0000",6,55],[4,10,3,3,"2018-10-03","OO",20304,"N435SW",13930,"ORD","IL",11471,"EAU","WI",1127,1120,-7,0,0,-1,"1100-1159",1250,1239,-11,0,0,-1,"1200-1259",0,0,269,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-03T16:27:00.000+0000",7,11],[2,6,4,2,"2019-06-04","DL",19790,"N987DN",13487,"MSP","MN",13198,"MCI","MO",1005,958,-7,0,0,-1,"1000-1059",1129,1112,-17,0,0,-2,"1100-1159",0,0,393,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-04T15:05:00.000+0000",47,17],[4,10,3,3,"2018-10-03","OO",20304,"N128SY",11292,"DEN","CO",12451,"JAX","FL",1015,1009,-6,0,0,-1,"1000-1059",1532,1531,-1,0,0,-1,"1500-1559",0,0,1447,6,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-03T16:15:00.000+0000",6,1],[2,6,4,2,"2019-06-04","DL",19790,"N912DE",10397,"ATL","GA",10599,"BHM","AL",1050,1048,-2,0,0,-1,"1000-1059",1042,1032,-10,0,0,-1,"1000-1059",0,0,134,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T14:50:00.000+0000",2,10],[4,10,3,3,"2018-10-03","OO",20304,"N148SY",14771,"SFO","CA",10140,"ABQ","NM",1930,1930,0,0,0,0,"1900-1959",2305,2305,0,0,0,0,"2300-2359",0,0,896,4,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-04T02:30:00.000+0000",0,0],[2,5,18,6,"2019-05-18","WN",19393,"N8563Z",10821,"BWI","MD",14576,"ROC","NY",1100,1055,-5,0,0,-1,"1100-1159",1215,1156,-19,0,0,-2,"1200-1259",0,0,277,2,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-18T15:00:00.000+0000",45,59],[4,10,3,3,"2018-10-03","OO",20304,"N652BR",14489,"RDM","OR",14771,"SFO","CA",2016,2005,-11,0,0,-1,"2000-2059",2200,2152,-8,0,0,-1,"2200-2259",0,0,462,2,0,0,0,0,0,2018,"KRDM","medium_airport","Roberts Field",3080,"NA","US","US-OR","Redmond","KRDM","RDM","RDM","-121.1500015, 44.2541008","America/Los_Angeles","2018-10-04T03:16:00.000+0000",11,48],[2,5,18,6,"2019-05-18","WN",19393,"N770SA",11066,"CMH","OH",15304,"TPA","FL",1730,1725,-5,0,0,-1,"1700-1759",1945,1930,-15,0,0,-1,"1900-1959",0,0,829,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-18T21:30:00.000+0000",5,15],[4,10,3,3,"2018-10-03","OO",20304,"N130SY",13930,"ORD","IL",15919,"XNA","AR",2013,2006,-7,0,0,-1,"2000-2059",2205,2200,-5,0,0,-1,"2200-2259",0,0,522,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T01:13:00.000+0000",7,5],[2,6,4,2,"2019-06-04","DL",19790,"N345DN",10397,"ATL","GA",11697,"FLL","FL",1605,1605,0,0,0,0,"1600-1659",1801,1808,7,7,0,0,"1800-1859",0,0,581,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T20:05:00.000+0000",0,-7],[4,10,3,3,"2018-10-03","OO",20304,"N930SW",13930,"ORD","IL",13485,"MSN","WI",653,645,-8,0,0,-1,"0600-0659",751,730,-21,0,0,-2,"0700-0759",0,0,109,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-03T11:53:00.000+0000",8,21],[2,5,18,6,"2019-05-18","WN",19393,"N554WN",11278,"DCA","VA",15304,"TPA","FL",1845,1844,-1,0,0,-1,"1800-1859",2110,2104,-6,0,0,-1,"2100-2159",0,0,814,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-18T22:45:00.000+0000",1,6],[4,10,3,3,"2018-10-03","OO",20304,"N785SK",10372,"ASE","CO",11292,"DEN","CO",1600,1543,-17,0,0,-2,"1600-1659",1655,1637,-18,0,0,-2,"1600-1659",0,0,125,1,0,0,0,0,0,2018,"KASE","medium_airport","Aspen-Pitkin Co/Sardy Field",7820,"NA","US","US-CO","Aspen","KASE","ASE","ASE","-106.8690033, 39.22320175","America/Denver","2018-10-03T22:00:00.000+0000",57,18],[2,6,4,2,"2019-06-04","DL",19790,"N980AT",14747,"SEA","WA",12889,"LAS","NV",1222,1218,-4,0,0,-1,"1200-1259",1454,1451,-3,0,0,-1,"1400-1459",0,0,867,4,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-04T19:22:00.000+0000",4,3],[4,12,3,1,"2018-12-03","AA",19805,"N657AW",10397,"ATL","GA",11298,"DFW","TX",1629,1622,-7,0,0,-1,"1600-1659",1755,1759,4,4,0,0,"1700-1759",0,0,731,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-03T21:29:00.000+0000",7,-4],[2,6,4,2,"2019-06-04","DL",19790,"N962DN",10529,"BDL","CT",10397,"ATL","GA",1245,1240,-5,0,0,-1,"1200-1259",1510,1457,-13,0,0,-1,"1500-1559",0,0,859,4,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-06-04T16:45:00.000+0000",5,53],[4,10,4,4,"2018-10-04","OO",20304,"N761ND",11298,"DFW","TX",12891,"LAW","OK",1625,1625,0,0,0,0,"1600-1659",1723,1717,-6,0,0,-1,"1700-1759",0,0,140,1,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-04T21:25:00.000+0000",0,6],[2,6,4,2,"2019-06-04","DL",19790,"N369DN",12953,"LGA","NY",11433,"DTW","MI",710,708,-2,0,0,-1,"0700-0759",909,855,-14,0,0,-1,"0900-0959",0,0,502,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-04T11:10:00.000+0000",2,54],[4,10,4,4,"2018-10-04","OO",20304,"N718SK",13930,"ORD","IL",14869,"SLC","UT",1405,1400,-5,0,0,-1,"1400-1459",1636,1706,30,30,1,2,"1600-1659",0,0,1250,6,0,0,30,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T19:05:00.000+0000",5,-70],[2,5,18,6,"2019-05-18","WN",19393,"N8310C",12339,"IND","IN",12889,"LAS","NV",800,759,-1,0,0,-1,"0800-0859",855,853,-2,0,0,-1,"0800-0859",0,0,1590,7,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-18T12:00:00.000+0000",41,2],[4,10,4,4,"2018-10-04","OO",20304,"N754SK",14730,"SDF","KY",13930,"ORD","IL",1516,1506,-10,0,0,-1,"1500-1559",1549,1603,14,14,0,0,"1500-1559",0,0,286,2,0,0,0,0,0,2018,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2018-10-04T19:16:00.000+0000",10,-54],[2,5,18,6,"2019-05-18","WN",19393,"N8557Q",12339,"IND","IN",14635,"RSW","FL",1825,1817,-8,0,0,-1,"1800-1859",2055,2026,-29,0,0,-2,"2000-2059",0,0,945,4,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-18T22:25:00.000+0000",8,29],[4,10,4,4,"2018-10-04","OO",20304,"N400SY",11259,"DAL","TX",11278,"DCA","VA",700,651,-9,0,0,-1,"0700-0759",1050,1104,14,14,0,0,"1000-1059",0,0,1184,5,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-10-04T12:00:00.000+0000",49,-54],[2,6,4,2,"2019-06-04","DL",19790,"N334NW",10397,"ATL","GA",11259,"DAL","TX",1358,1353,-5,0,0,-1,"1300-1359",1513,1455,-18,0,0,-2,"1500-1559",0,0,721,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T17:58:00.000+0000",5,58],[4,12,6,4,"2018-12-06","AA",19805,"N317PG",11298,"DFW","TX",11540,"ELP","TX",1320,1316,-4,0,0,-1,"1300-1359",1401,1400,-1,0,0,-1,"1400-1459",0,0,551,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-06T19:20:00.000+0000",4,1],[2,6,4,2,"2019-06-04","DL",19790,"N922AT",10397,"ATL","GA",12217,"HSV","AL",2059,2054,-5,0,0,-1,"2000-2059",2058,2053,-5,0,0,-1,"2000-2059",0,0,151,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T00:59:00.000+0000",5,5],[4,10,4,4,"2018-10-04","OO",20304,"N453SW",10397,"ATL","GA",11641,"FAY","NC",1717,1716,-1,0,0,-1,"1700-1759",1830,1838,8,8,0,0,"1800-1859",0,0,331,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-04T21:17:00.000+0000",1,-8],[2,5,22,3,"2019-05-22","YX",20452,"N863RW",11624,"EYW","FL",11618,"EWR","NJ",1315,1252,-23,0,0,-2,"1300-1359",1630,1606,-24,0,0,-2,"1600-1659",0,0,1196,5,0,0,0,0,0,2019,"KEYW","medium_airport","Key West International Airport",3,"NA","US","US-FL","Key West","KEYW","EYW","EYW","-81.75959777832031, 24.556100845336914","America/New_York","2019-05-22T17:15:00.000+0000",63,24],[4,12,17,1,"2018-12-17","AA",19805,"N930AN",14057,"PDX","OR",13930,"ORD","IL",1337,1329,-8,0,0,-1,"1300-1359",1939,1921,-18,0,0,-2,"1900-1959",0,0,1739,7,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-12-17T21:37:00.000+0000",8,18],[2,5,22,3,"2019-05-22","YX",20452,"N657RW",13930,"ORD","IL",14122,"PIT","PA",1140,1137,-3,0,0,-1,"1100-1159",1412,1358,-14,0,0,-1,"1400-1459",0,0,413,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-22T16:40:00.000+0000",3,54],[4,10,4,4,"2018-10-04","OO",20304,"N443SW",13230,"MDT","PA",11433,"DTW","MI",600,555,-5,0,0,-1,"0600-0659",739,719,-20,0,0,-2,"0700-0759",0,0,371,2,0,0,0,0,0,2018,"KMDT","medium_airport","Harrisburg International Airport",310,"NA","US","US-PA","Harrisburg","KMDT","MDT","MDT","-76.7633972168, 40.1935005188","America/New_York","2018-10-04T10:00:00.000+0000",45,20],[2,5,22,3,"2019-05-22","YX",20452,"N651RW",11618,"EWR","NJ",11193,"CVG","KY",1659,1659,0,0,0,0,"1600-1659",1908,1903,-5,0,0,-1,"1900-1959",0,0,569,3,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-22T20:59:00.000+0000",0,5],[4,10,4,4,"2018-10-04","OO",20304,"N779CA",11109,"COS","CO",14869,"SLC","UT",1235,1216,-19,0,0,-2,"1200-1259",1426,1401,-25,0,0,-2,"1400-1459",0,0,411,2,0,0,0,0,0,2018,"KCOS","large_airport","City of Colorado Springs Municipal Airport",6187,"NA","US","US-CO","Colorado Springs","KCOS","COS","COS","-104.700996, 38.805801","America/Denver","2018-10-04T18:35:00.000+0000",19,25],[2,6,5,3,"2019-06-05","YX",20452,"N640RW",15370,"TUL","OK",12266,"IAH","TX",500,455,-5,0,0,-1,"0001-0559",643,624,-19,0,0,-2,"0600-0659",0,0,429,2,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-06-05T10:00:00.000+0000",45,19],[4,12,28,5,"2018-12-28","AA",19805,"N990AN",14843,"SJU","PR",13303,"MIA","FL",1225,1220,-5,0,0,-1,"1200-1259",1419,1413,-6,0,0,-1,"1400-1459",0,0,1045,5,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-28T16:25:00.000+0000",5,6],[2,6,6,4,"2019-06-06","YX",20452,"N649RW",13158,"MAF","TX",11292,"DEN","CO",1837,1832,-5,0,0,-1,"1800-1859",1940,1932,-8,0,0,-1,"1900-1959",0,0,563,3,0,0,0,0,0,2019,"KMAF","medium_airport","Midland International Airport",2871,"NA","US","US-TX","Midland","KMAF","MAF","MAF","-102.2020034790039, 31.9424991607666","America/Chicago","2019-06-06T23:37:00.000+0000",5,8],[4,12,23,7,"2018-12-23","AA",19805,"N800AN",11298,"DFW","TX",13930,"ORD","IL",1635,1634,-1,0,0,-1,"1600-1659",1901,1856,-5,0,0,-1,"1900-1959",0,0,801,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-23T22:35:00.000+0000",1,45],[2,6,7,5,"2019-06-07","YX",20452,"N752YX",11618,"EWR","NJ",12451,"JAX","FL",1400,1355,-5,0,0,-1,"1400-1459",1624,1619,-5,0,0,-1,"1600-1659",0,0,820,4,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-07T18:00:00.000+0000",45,5],[4,12,30,7,"2018-12-30","AA",19805,"N164NN",11298,"DFW","TX",12889,"LAS","NV",1531,1528,-3,0,0,-1,"1500-1559",1629,1627,-2,0,0,-1,"1600-1659",0,0,1055,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-30T21:31:00.000+0000",3,2],[2,5,24,5,"2019-05-24","YX",20452,"N657RW",13930,"ORD","IL",11624,"EYW","FL",1125,1115,-10,0,0,-1,"1100-1159",1537,1529,-8,0,0,-1,"1500-1559",0,0,1251,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-24T16:25:00.000+0000",10,8],[4,12,11,2,"2018-12-11","AA",19805,"N140AN",11298,"DFW","TX",12892,"LAX","CA",910,905,-5,0,0,-1,"0900-0959",1050,1037,-13,0,0,-1,"1000-1059",0,0,1235,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-11T15:10:00.000+0000",5,13],[2,6,8,6,"2019-06-08","YX",20452,"N729YX",11057,"CLT","NC",11618,"EWR","NJ",1630,1626,-4,0,0,-1,"1600-1659",1842,1848,6,6,0,0,"1800-1859",0,0,529,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-08T20:30:00.000+0000",4,-6],[4,12,25,2,"2018-12-25","AA",19805,"N812NN",14262,"PSP","CA",11298,"DFW","TX",620,614,-6,0,0,-1,"0600-0659",1109,1104,-5,0,0,-1,"1100-1159",0,0,1126,5,0,0,0,0,0,2018,"KPSP","medium_airport","Palm Springs International Airport",477,"NA","US","US-CA","Palm Springs","KPSP","PSP","PSP","-116.50700378417969, 33.8297004699707","America/Los_Angeles","2018-12-25T14:20:00.000+0000",6,5],[2,6,8,6,"2019-06-08","YX",20452,"N639RW",11618,"EWR","NJ",14524,"RIC","VA",830,822,-8,0,0,-1,"0800-0859",1009,941,-28,0,0,-2,"1000-1059",0,0,277,2,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-08T12:30:00.000+0000",8,68],[4,10,11,4,"2018-10-11","OO",20304,"N907EV",13930,"ORD","IL",14696,"SBN","IN",1835,1832,-3,0,0,-1,"1800-1859",2027,2038,11,11,0,0,"2000-2059",0,0,84,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-11T23:35:00.000+0000",3,-11],[2,6,8,6,"2019-06-08","YX",20452,"N635RW",11618,"EWR","NJ",13198,"MCI","MO",1415,1415,0,0,0,0,"1400-1459",1622,1602,-20,0,0,-2,"1600-1659",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-08T18:15:00.000+0000",0,20],[4,10,11,4,"2018-10-11","OO",20304,"N472CA",11292,"DEN","CO",14262,"PSP","CA",1535,1535,0,0,0,0,"1500-1559",1656,1704,8,8,0,0,"1600-1659",0,0,776,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-11T21:35:00.000+0000",0,-48],[2,5,27,1,"2019-05-27","YX",20452,"N729YX",11618,"EWR","NJ",13198,"MCI","MO",845,841,-4,0,0,-1,"0800-0859",1059,1041,-18,0,0,-2,"1000-1059",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-27T12:45:00.000+0000",4,18],[4,10,11,4,"2018-10-11","OO",20304,"N208SY",14869,"SLC","UT",12892,"LAX","CA",2006,2002,-4,0,0,-1,"2000-2059",2108,2058,-10,0,0,-1,"2100-2159",0,0,590,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-12T02:06:00.000+0000",4,50],[2,6,9,7,"2019-06-09","YX",20452,"N859RW",12266,"IAH","TX",11433,"DTW","MI",725,719,-6,0,0,-1,"0700-0759",1118,1100,-18,0,0,-2,"1100-1159",0,0,1075,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-09T12:25:00.000+0000",6,18],[4,12,20,4,"2018-12-20","AA",19805,"N991AU",11298,"DFW","TX",14057,"PDX","OR",1718,1717,-1,0,0,-1,"1700-1759",1935,1925,-10,0,0,-1,"1900-1959",0,0,1616,7,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-20T23:18:00.000+0000",1,10],[2,5,28,2,"2019-05-28","YX",20452,"N856RW",12339,"IND","IN",11618,"EWR","NJ",545,541,-4,0,0,-1,"0001-0559",746,730,-16,0,0,-2,"0700-0759",0,0,645,3,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-28T09:45:00.000+0000",4,16],[4,12,19,3,"2018-12-19","AA",19805,"N848NN",14107,"PHX","AZ",12478,"JFK","NY",1351,1349,-2,0,0,-1,"1300-1359",2030,2052,22,22,1,1,"2000-2059",0,0,2153,9,0,0,22,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-19T20:51:00.000+0000",2,-22],[2,6,10,1,"2019-06-10","YX",20452,"N641RW",11618,"EWR","NJ",13198,"MCI","MO",1415,1412,-3,0,0,-1,"1400-1459",1622,1624,2,2,0,0,"1600-1659",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-10T18:15:00.000+0000",3,-2],[4,12,8,6,"2018-12-08","AA",19805,"N128AN",12892,"LAX","CA",11298,"DFW","TX",700,654,-6,0,0,-1,"0700-0759",1204,1159,-5,0,0,-1,"1200-1259",0,0,1235,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-08T15:00:00.000+0000",46,45],[2,5,28,2,"2019-05-28","YX",20452,"N631RW",12339,"IND","IN",13930,"ORD","IL",730,727,-3,0,0,-1,"0700-0759",741,722,-19,0,0,-2,"0700-0759",0,0,177,1,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-28T11:30:00.000+0000",3,19],[4,10,11,4,"2018-10-11","OO",20304,"N442SW",14869,"SLC","UT",11122,"CPR","WY",2015,2009,-6,0,0,-1,"2000-2059",2136,2113,-23,0,0,-2,"2100-2159",0,0,320,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-12T02:15:00.000+0000",6,23],[2,5,12,7,"2019-05-12","9E",20363,"N138EV",15249,"TLH","FL",10397,"ATL","GA",1013,1004,-9,0,0,-1,"1000-1059",1124,1115,-9,0,0,-1,"1100-1159",0,0,223,1,0,0,0,0,0,2019,"KTLH","large_airport","Tallahassee Regional Airport",81,"NA","US","US-FL","Tallahassee","KTLH","TLH","TLH","-84.35030364990234, 30.396499633789062","America/New_York","2019-05-12T14:13:00.000+0000",9,9],[4,12,27,4,"2018-12-27","AA",19805,"N4005X",13303,"MIA","FL",13204,"MCO","FL",2025,2020,-5,0,0,-1,"2000-2059",2131,2145,14,14,0,0,"2100-2159",0,0,192,1,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-28T01:25:00.000+0000",5,-14],[2,5,1,3,"2019-05-01","9E",20363,"N606LR",10397,"ATL","GA",15249,"TLH","FL",1649,1646,-3,0,0,-1,"1600-1659",1754,1739,-15,0,0,-1,"1700-1759",0,0,223,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-01T20:49:00.000+0000",3,15],[4,10,12,5,"2018-10-12","OO",20304,"N751EV",11298,"DFW","TX",10372,"ASE","CO",845,843,-2,0,0,-1,"0800-0859",958,1004,6,6,0,0,"0900-0959",0,0,701,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-12T13:45:00.000+0000",2,-46],[2,6,12,3,"2019-06-12","YX",20452,"N732YX",13930,"ORD","IL",12339,"IND","IN",1945,1941,-4,0,0,-1,"1900-1959",2159,2144,-15,0,0,-1,"2100-2159",0,0,177,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-13T00:45:00.000+0000",4,15],[4,12,12,3,"2018-12-12","AA",19805,"N900UW",10721,"BOS","MA",11298,"DFW","TX",950,945,-5,0,0,-1,"0900-0959",1326,1310,-16,0,0,-2,"1300-1359",0,0,1562,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-12T14:50:00.000+0000",5,16],[2,6,12,3,"2019-06-12","YX",20452,"N643RW",11433,"DTW","MI",11618,"EWR","NJ",840,837,-3,0,0,-1,"0800-0859",1029,1014,-15,0,0,-1,"1000-1059",0,0,488,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-12T12:40:00.000+0000",3,15],[4,12,20,4,"2018-12-20","AA",19805,"N160AN",14679,"SAN","CA",11298,"DFW","TX",706,659,-7,0,0,-1,"0700-0759",1208,1155,-13,0,0,-1,"1200-1259",0,0,1171,5,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-20T15:06:00.000+0000",47,53],[2,6,13,4,"2019-06-13","YX",20452,"N744YX",12266,"IAH","TX",14492,"RDU","NC",935,933,-2,0,0,-1,"0900-0959",1322,1307,-15,0,0,-1,"1300-1359",0,0,1042,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T14:35:00.000+0000",2,15],[4,10,12,5,"2018-10-12","OO",20304,"N916EV",10397,"ATL","GA",10431,"AVL","NC",1051,1048,-3,0,0,-1,"1000-1059",1145,1144,-1,0,0,-1,"1100-1159",0,0,164,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-12T14:51:00.000+0000",3,1],[2,5,22,3,"2019-05-22","9E",20363,"N8694A",10208,"AGS","GA",10397,"ATL","GA",705,700,-5,0,0,-1,"0700-0759",808,802,-6,0,0,-1,"0800-0859",0,0,143,1,0,0,0,0,0,2019,"KAGS","large_airport","Augusta Regional At Bush Field",144,"NA","US","US-GA","Augusta","KAGS","AGS","AGS","-81.9645004272461, 33.36989974975586","America/New_York","2019-05-22T11:05:00.000+0000",5,6],[4,10,12,5,"2018-10-12","OO",20304,"N240SY",14747,"SEA","WA",14057,"PDX","OR",1514,1512,-2,0,0,-1,"1500-1559",1615,1602,-13,0,0,-1,"1600-1659",0,0,129,1,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-10-12T22:14:00.000+0000",2,13],[2,5,20,1,"2019-05-20","9E",20363,"N686BR",15412,"TYS","TN",11433,"DTW","MI",1216,1207,-9,0,0,-1,"1200-1259",1354,1337,-17,0,0,-2,"1300-1359",0,0,443,2,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-05-20T16:16:00.000+0000",9,17],[4,10,12,5,"2018-10-12","OO",20304,"N881AS",10408,"ATW","WI",11433,"DTW","MI",1435,1424,-11,0,0,-1,"1400-1459",1655,1626,-29,0,0,-2,"1600-1659",0,0,296,2,0,0,0,0,0,2018,"KATW","small_airport","Appleton International Airport",918,"NA","US","US-WI","Appleton","KATW","ATW","ATW","-88.5190963745, 44.258098602299995","America/Chicago","2018-10-12T19:35:00.000+0000",11,29],[2,5,6,1,"2019-05-06","9E",20363,"N336PQ",12953,"LGA","NY",11057,"CLT","NC",1859,1852,-7,0,0,-1,"1800-1859",2118,2057,-21,0,0,-2,"2100-2159",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-06T22:59:00.000+0000",7,61],[4,10,12,5,"2018-10-12","OO",20304,"N440SW",11433,"DTW","MI",14711,"SCE","PA",2202,2159,-3,0,0,-1,"2200-2259",2316,2309,-7,0,0,-1,"2300-2359",0,0,301,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-13T02:02:00.000+0000",43,7],[2,5,27,1,"2019-05-27","9E",20363,"N8877A",10397,"ATL","GA",13795,"OAJ","NC",1520,1516,-4,0,0,-1,"1500-1559",1653,1641,-12,0,0,-1,"1600-1659",0,0,399,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-27T19:20:00.000+0000",4,12],[4,10,12,5,"2018-10-12","OO",20304,"N766SK",11337,"DLH","MN",13487,"MSP","MN",515,507,-8,0,0,-1,"0001-0559",617,558,-19,0,0,-2,"0600-0659",0,0,144,1,0,0,0,0,0,2018,"KDLH","large_airport","Duluth International Airport",1428,"NA","US","US-MN","Duluth","KDLH","DLH","DLH","-92.19360351559999, 46.8420982361","America/Chicago","2018-10-12T10:15:00.000+0000",8,59],[2,6,14,5,"2019-06-14","YX",20452,"N722YX",11618,"EWR","NJ",13487,"MSP","MN",1045,1036,-9,0,0,-1,"1000-1059",1245,1234,-11,0,0,-1,"1200-1259",0,0,1008,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-14T14:45:00.000+0000",9,11],[4,10,12,5,"2018-10-12","OO",20304,"N138SY",11292,"DEN","CO",11042,"CLE","OH",1235,1233,-2,0,0,-1,"1200-1259",1728,1711,-17,0,0,-2,"1700-1759",0,0,1201,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-12T18:35:00.000+0000",2,17],[2,5,5,7,"2019-05-05","9E",20363,"N197PQ",13931,"ORF","VA",11433,"DTW","MI",705,705,0,0,0,0,"0700-0759",904,846,-18,0,0,-2,"0900-0959",0,0,529,3,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-05T11:05:00.000+0000",0,58],[4,12,8,6,"2018-12-08","AA",19805,"N343PN",10693,"BNA","TN",11298,"DFW","TX",546,543,-3,0,0,-1,"0001-0559",805,804,-1,0,0,-1,"0800-0859",0,0,631,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-08T11:46:00.000+0000",3,1],[2,6,14,5,"2019-06-14","YX",20452,"N862RW",12266,"IAH","TX",13158,"MAF","TX",1625,1620,-5,0,0,-1,"1600-1659",1751,1749,-2,0,0,-1,"1700-1759",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-14T21:25:00.000+0000",5,2],[4,10,12,5,"2018-10-12","OO",20304,"N932SW",14771,"SFO","CA",14487,"RDD","CA",840,835,-5,0,0,-1,"0800-0859",950,936,-14,0,0,-1,"0900-0959",0,0,199,1,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-12T15:40:00.000+0000",5,14],[2,6,15,6,"2019-06-15","YX",20452,"N741YX",13930,"ORD","IL",10257,"ALB","NY",900,900,0,0,0,0,"0900-0959",1156,1201,5,5,0,0,"1100-1159",0,0,723,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-15T14:00:00.000+0000",0,-45],[4,10,12,5,"2018-10-12","OO",20304,"N863AS",11292,"DEN","CO",10561,"BFL","CA",1116,1108,-8,0,0,-1,"1100-1159",1257,1247,-10,0,0,-1,"1200-1259",0,0,845,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-12T17:16:00.000+0000",8,10],[2,6,15,6,"2019-06-15","YX",20452,"N723YX",13930,"ORD","IL",11278,"DCA","VA",1200,1153,-7,0,0,-1,"1200-1259",1459,1440,-19,0,0,-2,"1400-1459",0,0,612,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-15T17:00:00.000+0000",47,19],[4,10,27,6,"2018-10-27","OO",20304,"N726SK",16218,"YUM","AZ",14107,"PHX","AZ",550,545,-5,0,0,-1,"0001-0559",644,630,-14,0,0,-1,"0600-0659",0,0,160,1,0,0,0,0,0,2018,"KNYL","medium_airport","Yuma MCAS/Yuma International Airport",213,"NA","US","US-AZ","Yuma","KNYL","YUM","NYL","-114.6060028, 32.65660095","America/Phoenix","2018-10-27T12:50:00.000+0000",5,14],[2,5,27,1,"2019-05-27","9E",20363,"N691CA",11193,"CVG","KY",11618,"EWR","NJ",1300,1258,-2,0,0,-1,"1300-1359",1502,1447,-15,0,0,-1,"1500-1559",0,0,569,3,0,0,0,0,0,2019,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2019-05-27T17:00:00.000+0000",42,55],[4,10,27,6,"2018-10-27","OO",20304,"N750SK",12892,"LAX","CA",14869,"SLC","UT",1845,1839,-6,0,0,-1,"1800-1859",2136,2119,-17,0,0,-2,"2100-2159",0,0,590,3,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-28T01:45:00.000+0000",6,17],[2,5,24,5,"2019-05-24","9E",20363,"N927XJ",12953,"LGA","NY",12451,"JAX","FL",1426,1422,-4,0,0,-1,"1400-1459",1704,1639,-25,0,0,-2,"1700-1759",0,0,833,4,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-24T18:26:00.000+0000",4,65],[4,10,27,6,"2018-10-27","OO",20304,"N923EV",10980,"CHA","TN",10397,"ATL","GA",800,751,-9,0,0,-1,"0800-0859",901,910,9,9,0,0,"0900-0959",0,0,106,1,0,0,0,0,0,2018,"KCHA","large_airport","Lovell Field",683,"NA","US","US-TN","Chattanooga","KCHA","CHA","CHA","-85.20379638671875, 35.035301208496094","America/New_York","2018-10-27T12:00:00.000+0000",49,-9],[2,5,6,1,"2019-05-06","9E",20363,"N8943A",12478,"JFK","NY",13931,"ORF","VA",900,854,-6,0,0,-1,"0900-0959",1038,1010,-28,0,0,-2,"1000-1059",0,0,290,2,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-06T13:00:00.000+0000",46,28],[4,10,27,6,"2018-10-27","OO",20304,"N272SY",13930,"ORD","IL",12953,"LGA","NY",930,924,-6,0,0,-1,"0900-0959",1238,1243,5,5,0,0,"1200-1259",0,0,733,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-27T14:30:00.000+0000",6,-5],[2,6,17,1,"2019-06-17","YX",20452,"N646RW",12266,"IAH","TX",14122,"PIT","PA",725,723,-2,0,0,-1,"0700-0759",1116,1103,-13,0,0,-1,"1100-1159",0,0,1117,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-17T12:25:00.000+0000",2,13],[4,10,27,6,"2018-10-27","OO",20304,"N455SW",13487,"MSP","MN",12335,"IMT","MI",1120,1100,-20,0,0,-2,"1100-1159",1226,1231,5,5,0,0,"1200-1259",0,0,257,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-27T16:20:00.000+0000",20,-5],[2,5,16,4,"2019-05-16","9E",20363,"N294PQ",11612,"EVV","IN",10397,"ATL","GA",600,557,-3,0,0,-1,"0600-0659",820,941,81,81,1,5,"0800-0859",0,0,350,2,0,0,81,0,0,2019,"KEVV","medium_airport","Evansville Regional Airport",418,"NA","US","US-IN","Evansville","KEVV","EVV","EVV","-87.5324020386, 38.0369987488","America/Chicago","2019-05-16T11:00:00.000+0000",43,-121],[4,12,5,3,"2018-12-05","AA",19805,"N811NN",15376,"TUS","AZ",11298,"DFW","TX",809,806,-3,0,0,-1,"0800-0859",1121,1114,-7,0,0,-1,"1100-1159",0,0,813,4,0,0,0,0,0,2018,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2018-12-05T15:09:00.000+0000",3,7],[2,5,11,6,"2019-05-11","9E",20363,"N316PQ",12945,"LEX","KY",10397,"ATL","GA",1405,1400,-5,0,0,-1,"1400-1459",1535,1529,-6,0,0,-1,"1500-1559",0,0,304,2,0,0,0,0,0,2019,"KLEX","large_airport","Blue Grass Airport",979,"NA","US","US-KY","Lexington","KLEX","LEX","LEX","-84.60590362548828, 38.0364990234375","America/New_York","2019-05-11T18:05:00.000+0000",5,6],[4,12,7,5,"2018-12-07","AA",19805,"N188AN",12889,"LAS","NV",13303,"MIA","FL",900,858,-2,0,0,-1,"0900-0959",1637,1625,-12,0,0,-1,"1600-1659",0,0,2174,9,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-07T17:00:00.000+0000",42,12],[2,5,18,6,"2019-05-18","9E",20363,"N294PQ",10397,"ATL","GA",12945,"LEX","KY",944,941,-3,0,0,-1,"0900-0959",1056,1105,9,9,0,0,"1000-1059",0,0,304,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-18T13:44:00.000+0000",3,-49],[4,12,12,3,"2018-12-12","AA",19805,"N197AN",12889,"LAS","NV",13303,"MIA","FL",900,857,-3,0,0,-1,"0900-0959",1637,1621,-16,0,0,-2,"1600-1659",0,0,2174,9,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-12T17:00:00.000+0000",43,16],[2,6,30,7,"2019-06-30","NK",20416,"N515NK",11697,"FLL","FL",10397,"ATL","GA",600,555,-5,0,0,-1,"0600-0659",758,729,-29,0,0,-2,"0700-0759",0,0,581,3,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-06-30T10:00:00.000+0000",45,29],[4,10,27,6,"2018-10-27","OO",20304,"N929SW",11292,"DEN","CO",14288,"PUB","CO",2010,2001,-9,0,0,-1,"2000-2059",2102,2042,-20,0,0,-2,"2100-2159",0,0,109,1,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-28T02:10:00.000+0000",9,60],[2,5,6,1,"2019-05-06","9E",20363,"N930XJ",12478,"JFK","NY",11433,"DTW","MI",1259,1256,-3,0,0,-1,"1200-1259",1501,1450,-11,0,0,-1,"1500-1559",0,0,509,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-06T16:59:00.000+0000",3,51],[4,10,27,6,"2018-10-27","OO",20304,"N709BR",11648,"FCA","MT",11292,"DEN","CO",1053,1048,-5,0,0,-1,"1000-1059",1305,1303,-2,0,0,-1,"1300-1359",0,0,752,4,0,0,0,0,0,2018,"KGPI","medium_airport","Glacier Park International Airport",2977,"NA","US","US-MT","Kalispell","KGPI","FCA","GPI","-114.25599670410156, 48.31050109863281","America/Denver","2018-10-27T16:53:00.000+0000",5,2],[2,5,15,3,"2019-05-15","9E",20363,"N904XJ",12478,"JFK","NY",11433,"DTW","MI",1259,1258,-1,0,0,-1,"1200-1259",1501,1447,-14,0,0,-1,"1500-1559",0,0,509,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-15T16:59:00.000+0000",1,54],[4,12,28,5,"2018-12-28","AA",19805,"N758US",11298,"DFW","TX",13244,"MEM","TN",1431,1429,-2,0,0,-1,"1400-1459",1553,1540,-13,0,0,-1,"1500-1559",0,0,431,2,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-28T20:31:00.000+0000",2,13],[2,5,1,3,"2019-05-01","9E",20363,"N605LR",14122,"PIT","PA",11433,"DTW","MI",1806,1755,-11,0,0,-1,"1800-1859",1919,1900,-19,0,0,-2,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-01T22:06:00.000+0000",51,19],[4,10,27,6,"2018-10-27","OO",20304,"N916EV",11013,"CIU","MI",13487,"MSP","MN",723,714,-9,0,0,-1,"0700-0759",758,746,-12,0,0,-1,"0700-0759",0,0,435,2,0,0,0,0,0,2018,"KCIU","medium_airport","Chippewa County International Airport",800,"NA","US","US-MI","Sault Ste Marie","KCIU","CIU","CIU","-84.47239685058594, 46.25080108642578","America/New_York","2018-10-27T11:23:00.000+0000",9,12],[2,6,28,5,"2019-06-28","NK",20416,"N647NK",13204,"MCO","FL",11057,"CLT","NC",1742,1737,-5,0,0,-1,"1700-1759",1923,1918,-5,0,0,-1,"1900-1959",0,0,468,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-28T21:42:00.000+0000",5,5],[4,10,27,6,"2018-10-27","OO",20304,"N437SW",11921,"GJT","CO",14869,"SLC","UT",1836,1826,-10,0,0,-1,"1800-1859",1940,1929,-11,0,0,-1,"1900-1959",0,0,216,1,0,0,0,0,0,2018,"KGJT","medium_airport","Grand Junction Regional Airport",4858,"NA","US","US-CO","Grand Junction","KGJT","GJT","GJT","-108.527000427, 39.1223983765","America/Denver","2018-10-28T00:36:00.000+0000",10,11],[2,6,24,1,"2019-06-24","NK",20416,"N606NK",11433,"DTW","MI",12889,"LAS","NV",605,603,-2,0,0,-1,"0600-0659",723,716,-7,0,0,-1,"0700-0759",0,0,1749,7,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-24T10:05:00.000+0000",2,7],[4,10,28,7,"2018-10-28","OO",20304,"N702SK",13076,"LSE","WI",13930,"ORD","IL",955,940,-15,0,0,-1,"0900-0959",1104,1059,-5,0,0,-1,"1100-1159",0,0,215,1,0,0,0,0,0,2018,"KLSE","medium_airport","La Crosse Municipal Airport",655,"NA","US","US-WI","La Crosse","KLSE","LSE","LSE","-91.256699, 43.879002","America/Chicago","2018-10-28T14:55:00.000+0000",15,45],[2,5,11,6,"2019-05-11","9E",20363,"N910XJ",11042,"CLE","OH",12478,"JFK","NY",1536,1526,-10,0,0,-1,"1500-1559",1724,1705,-19,0,0,-2,"1700-1759",0,0,425,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-11T19:36:00.000+0000",10,19],[4,12,9,7,"2018-12-09","AA",19805,"N153UW",14107,"PHX","AZ",13204,"MCO","FL",1000,955,-5,0,0,-1,"1000-1059",1608,1548,-20,0,0,-2,"1600-1659",0,0,1849,8,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-09T17:00:00.000+0000",45,60],[2,5,22,3,"2019-05-22","9E",20363,"N197PQ",13198,"MCI","MO",12953,"LGA","NY",600,556,-4,0,0,-1,"0600-0659",1000,931,-29,0,0,-2,"1000-1059",0,0,1107,5,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-22T11:00:00.000+0000",44,69],[4,12,30,7,"2018-12-30","AA",19805,"N939UW",14107,"PHX","AZ",11278,"DCA","VA",949,946,-3,0,0,-1,"0900-0959",1559,1624,25,25,1,1,"1500-1559",0,0,1979,8,0,0,25,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-30T16:49:00.000+0000",3,-65],[2,5,5,7,"2019-05-05","9E",20363,"N925XJ",12953,"LGA","NY",14321,"PWM","ME",2040,2035,-5,0,0,-1,"2000-2059",2205,2158,-7,0,0,-1,"2200-2259",0,0,269,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-06T00:40:00.000+0000",5,47],[4,12,21,5,"2018-12-21","AA",19805,"N204UW",12173,"HNL","HI",14107,"PHX","AZ",2057,2054,-3,0,0,-1,"2000-2059",602,557,-5,0,0,-1,"0600-0659",0,0,2917,11,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-22T06:57:00.000+0000",3,45],[2,5,7,2,"2019-05-07","9E",20363,"N228PQ",10431,"AVL","NC",10397,"ATL","GA",1944,1939,-5,0,0,-1,"1900-1959",2055,2030,-25,0,0,-2,"2000-2059",0,0,164,1,0,0,0,0,0,2019,"KAVL","large_airport","Asheville Regional Airport",2165,"NA","US","US-NC","Asheville","KAVL","AVL","AVL","-82.541801, 35.436199","America/New_York","2019-05-07T23:44:00.000+0000",5,25],[4,10,28,7,"2018-10-28","OO",20304,"N611SK",13487,"MSP","MN",10693,"BNA","TN",1345,1338,-7,0,0,-1,"1300-1359",1548,1539,-9,0,0,-1,"1500-1559",0,0,695,3,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-28T18:45:00.000+0000",7,9],[2,6,24,1,"2019-06-24","NK",20416,"N508NK",11697,"FLL","FL",12266,"IAH","TX",830,825,-5,0,0,-1,"0800-0859",1020,1038,18,18,1,1,"1000-1059",0,0,966,4,0,0,18,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-06-24T12:30:00.000+0000",5,-18],[4,10,28,7,"2018-10-28","OO",20304,"N487CA",10397,"ATL","GA",15323,"TRI","TN",1625,1623,-2,0,0,-1,"1600-1659",1725,1722,-3,0,0,-1,"1700-1759",0,0,227,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-28T20:25:00.000+0000",2,3],[2,6,7,5,"2019-06-07","NK",20416,"N692NK",10821,"BWI","MD",14843,"SJU","PR",945,940,-5,0,0,-1,"0900-0959",1345,1325,-20,0,0,-2,"1300-1359",0,0,1565,7,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-07T13:45:00.000+0000",5,20],[4,12,22,6,"2018-12-22","AA",19805,"N193UW",11298,"DFW","TX",11292,"DEN","CO",1440,1438,-2,0,0,-1,"1400-1459",1544,1539,-5,0,0,-1,"1500-1559",0,0,641,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-22T20:40:00.000+0000",2,5],[2,5,10,5,"2019-05-10","9E",20363,"N8694A",12478,"JFK","NY",14321,"PWM","ME",1105,1056,-9,0,0,-1,"1100-1159",1227,1223,-4,0,0,-1,"1200-1259",0,0,273,2,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-10T15:05:00.000+0000",49,4],[4,10,28,7,"2018-10-28","OO",20304,"N418SW",14869,"SLC","UT",11638,"FAT","CA",1115,1112,-3,0,0,-1,"1100-1159",1208,1203,-5,0,0,-1,"1200-1259",0,0,501,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-28T17:15:00.000+0000",3,5],[2,5,27,1,"2019-05-27","9E",20363,"N293PQ",11423,"DSM","IA",13487,"MSP","MN",1056,1049,-7,0,0,-1,"1000-1059",1206,1205,-1,0,0,-1,"1200-1259",0,0,232,1,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-05-27T15:56:00.000+0000",7,1],[4,12,29,6,"2018-12-29","AA",19805,"N725UW",11278,"DCA","VA",14027,"PBI","FL",830,823,-7,0,0,-1,"0800-0859",1114,1043,-31,0,0,-2,"1100-1159",0,0,857,4,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-29T13:30:00.000+0000",7,71],[2,6,21,5,"2019-06-21","NK",20416,"N640NK",14893,"SMF","CA",12889,"LAS","NV",2212,2212,0,0,0,0,"2200-2259",2345,2342,-3,0,0,-1,"2300-2359",0,0,397,2,0,0,0,0,0,2019,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2019-06-22T05:12:00.000+0000",0,3],[4,12,2,7,"2018-12-02","AA",19805,"N714US",13577,"MYR","SC",11057,"CLT","NC",714,711,-3,0,0,-1,"0700-0759",819,819,0,0,0,0,"0800-0859",0,0,157,1,0,0,0,0,0,2018,"KMYR","medium_airport","Myrtle Beach International Airport",25,"NA","US","US-SC","Myrtle Beach","KMYR","MYR","MYR","-78.9282989502, 33.6796989441","America/New_York","2018-12-02T12:14:00.000+0000",3,0],[2,5,15,3,"2019-05-15","9E",20363,"N349PQ",14122,"PIT","PA",12478,"JFK","NY",610,559,-11,0,0,-1,"0600-0659",744,722,-22,0,0,-2,"0700-0759",0,0,340,2,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-15T10:10:00.000+0000",51,22],[4,10,28,7,"2018-10-28","OO",20304,"N143SY",15919,"XNA","AR",14771,"SFO","CA",725,725,0,0,0,0,"0700-0759",954,942,-12,0,0,-1,"0900-0959",0,0,1550,7,0,0,0,0,0,2018,"KXNA","medium_airport","Northwest Arkansas Regional Airport",1287,"NA","US","US-AR","Fayetteville/Springdale/Rogers","KXNA","XNA","XNA","-94.306801, 36.281898","America/Chicago","2018-10-28T12:25:00.000+0000",0,12],[2,6,20,4,"2019-06-20","NK",20416,"N509NK",10397,"ATL","GA",15304,"TPA","FL",1055,1055,0,0,0,0,"1000-1059",1227,1228,1,1,0,0,"1200-1259",0,0,406,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-20T14:55:00.000+0000",0,-1],[4,10,28,7,"2018-10-28","OO",20304,"N965SW",11292,"DEN","CO",14262,"PSP","CA",1535,1526,-9,0,0,-1,"1500-1559",1702,1634,-28,0,0,-2,"1700-1759",0,0,776,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-28T21:35:00.000+0000",9,68],[2,5,29,3,"2019-05-29","9E",20363,"N655CA",15370,"TUL","OK",10397,"ATL","GA",1007,953,-14,0,0,-1,"1000-1059",1305,1258,-7,0,0,-1,"1300-1359",0,0,674,3,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-05-29T15:07:00.000+0000",54,47],[4,12,22,6,"2018-12-22","AA",19805,"N895NN",15027,"STX","VI",13303,"MIA","FL",945,932,-13,0,0,-1,"0900-0959",1159,1135,-24,0,0,-2,"1100-1159",0,0,1139,5,0,0,0,0,0,2018,"TISX","medium_airport","Henry E Rohlsen Airport",74,"NA","VI","VI-U-A","Christiansted","TISX","STX","STX","-64.79859924316406, 17.701900482177734","America/St_Thomas","2018-12-22T13:45:00.000+0000",13,24],[2,5,10,5,"2019-05-10","9E",20363,"N538CA",15016,"STL","MO",12953,"LGA","NY",1859,1847,-12,0,0,-1,"1800-1859",2227,2204,-23,0,0,-2,"2200-2259",0,0,888,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-10T23:59:00.000+0000",12,23],[4,12,6,4,"2018-12-06","AA",19805,"N864NN",10423,"AUS","TX",11298,"DFW","TX",801,754,-7,0,0,-1,"0800-0859",914,915,1,1,0,0,"0900-0959",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-12-06T14:01:00.000+0000",47,-1],[2,6,22,6,"2019-06-22","NK",20416,"N526NK",12889,"LAS","NV",10800,"BUR","CA",1800,1753,-7,0,0,-1,"1800-1859",1908,1855,-13,0,0,-1,"1900-1959",0,0,223,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-23T01:00:00.000+0000",47,53],[4,12,18,2,"2018-12-18","AA",19805,"N909AM",12889,"LAS","NV",11298,"DFW","TX",904,902,-2,0,0,-1,"0900-0959",1341,1343,2,2,0,0,"1300-1359",0,0,1055,5,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-18T17:04:00.000+0000",2,-2],[2,5,9,4,"2019-05-09","9E",20363,"N909XJ",10785,"BTV","VT",11433,"DTW","MI",550,543,-7,0,0,-1,"0001-0559",748,733,-15,0,0,-1,"0700-0759",0,0,537,3,0,0,0,0,0,2019,"KBTV","medium_airport","Burlington International Airport",335,"NA","US","US-VT","Burlington","KBTV","BTV","BTV","-73.15329742429999, 44.471900939899996","America/New_York","2019-05-09T09:50:00.000+0000",7,15],[4,12,1,6,"2018-12-01","AA",19805,"N991AU",11298,"DFW","TX",14679,"SAN","CA",935,931,-4,0,0,-1,"0900-0959",1044,1052,8,8,0,0,"1000-1059",0,0,1171,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-01T15:35:00.000+0000",4,-8],[2,5,17,5,"2019-05-17","9E",20363,"N310PQ",10397,"ATL","GA",15370,"TUL","OK",1431,1424,-7,0,0,-1,"1400-1459",1539,1507,-32,0,0,-2,"1500-1559",0,0,674,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-17T18:31:00.000+0000",7,32],[4,10,5,5,"2018-10-05","AA",19805,"N121AN",13303,"MIA","FL",13204,"MCO","FL",850,844,-6,0,0,-1,"0800-0859",955,941,-14,0,0,-1,"0900-0959",0,0,192,1,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-05T12:50:00.000+0000",6,14],[2,5,28,2,"2019-05-28","9E",20363,"N197PQ",10781,"BTR","LA",10397,"ATL","GA",1206,1159,-7,0,0,-1,"1200-1259",1439,1421,-18,0,0,-2,"1400-1459",0,0,448,2,0,0,0,0,0,2019,"KBTR","medium_airport","Baton Rouge Metropolitan Airport",70,"NA","US","US-LA","Baton Rouge","KBTR","BTR","BTR","-91.149597, 30.533199","America/Chicago","2019-05-28T17:06:00.000+0000",47,18],[4,10,25,4,"2018-10-25","AA",19805,"N112AN",12892,"LAX","CA",12478,"JFK","NY",1245,1239,-6,0,0,-1,"1200-1259",2120,2107,-13,0,0,-1,"2100-2159",0,0,2475,10,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-25T19:45:00.000+0000",6,13],[2,5,27,1,"2019-05-27","DL",19790,"N868DN",12892,"LAX","CA",14869,"SLC","UT",2000,1959,-1,0,0,-1,"2000-2059",2254,2240,-14,0,0,-1,"2200-2259",0,0,590,3,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-28T03:00:00.000+0000",41,14],[4,10,17,3,"2018-10-17","AA",19805,"N101NN",12478,"JFK","NY",10721,"BOS","MA",1530,1523,-7,0,0,-1,"1500-1559",1653,1641,-12,0,0,-1,"1600-1659",0,0,187,1,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-17T19:30:00.000+0000",7,12],[2,6,11,2,"2019-06-11","NK",20416,"N612NK",13198,"MCI","MO",13204,"MCO","FL",1305,1259,-6,0,0,-1,"1300-1359",1650,1640,-10,0,0,-1,"1600-1659",0,0,1072,5,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-06-11T18:05:00.000+0000",46,10],[4,10,27,6,"2018-10-27","AA",19805,"N121AN",12892,"LAX","CA",12982,"LIH","HI",1725,1720,-5,0,0,-1,"1700-1759",2020,2020,0,0,0,0,"2000-2059",0,0,2615,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-28T00:25:00.000+0000",5,0],[2,6,14,5,"2019-06-14","NK",20416,"N665NK",12953,"LGA","NY",11697,"FLL","FL",1059,1055,-4,0,0,-1,"1000-1059",1410,1413,3,3,0,0,"1400-1459",0,0,1076,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-14T14:59:00.000+0000",4,-3],[4,10,3,3,"2018-10-03","AA",19805,"N132AN",12892,"LAX","CA",12173,"HNL","HI",1655,1647,-8,0,0,-1,"1600-1659",1946,1928,-18,0,0,-2,"1900-1959",0,0,2556,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-03T23:55:00.000+0000",8,18],[2,6,11,2,"2019-06-11","NK",20416,"N650NK",12889,"LAS","NV",11298,"DFW","TX",1920,1912,-8,0,0,-1,"1900-1959",2359,2349,-10,0,0,-1,"2300-2359",0,0,1055,5,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-12T02:20:00.000+0000",8,10],[4,12,20,4,"2018-12-20","AA",19805,"N949AN",14679,"SAN","CA",12478,"JFK","NY",2139,2134,-5,0,0,-1,"2100-2159",555,615,20,20,1,1,"0001-0559",0,0,2446,10,0,0,20,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-21T05:39:00.000+0000",5,-60],[2,6,13,4,"2019-06-13","NK",20416,"N523NK",12889,"LAS","NV",11298,"DFW","TX",104,59,-5,0,0,-1,"0001-0559",541,537,-4,0,0,-1,"0001-0559",0,0,1055,5,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-13T08:04:00.000+0000",45,4],[4,12,3,1,"2018-12-03","AA",19805,"N946AN",12892,"LAX","CA",12889,"LAS","NV",1410,1405,-5,0,0,-1,"1400-1459",1522,1511,-11,0,0,-1,"1500-1559",0,0,236,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-03T22:10:00.000+0000",5,11],[2,5,28,2,"2019-05-28","DL",19790,"N943AT",13198,"MCI","MO",13487,"MSP","MN",647,645,-2,0,0,-1,"0600-0659",815,821,6,6,0,0,"0800-0859",0,0,393,2,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-28T11:47:00.000+0000",2,-6],[4,10,27,6,"2018-10-27","AA",19805,"N837AW",14683,"SAT","TX",14107,"PHX","AZ",815,806,-9,0,0,-1,"0800-0859",900,833,-27,0,0,-2,"0900-0959",0,0,843,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-10-27T13:15:00.000+0000",9,67],[2,5,28,2,"2019-05-28","DL",19790,"N877DN",14869,"SLC","UT",13487,"MSP","MN",1520,1517,-3,0,0,-1,"1500-1559",1854,1843,-11,0,0,-1,"1800-1859",0,0,991,4,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T21:20:00.000+0000",3,11],[4,12,16,7,"2018-12-16","AA",19805,"N120EE",11298,"DFW","TX",12892,"LAX","CA",1740,1737,-3,0,0,-1,"1700-1759",1900,1851,-9,0,0,-1,"1900-1959",0,0,1235,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-16T23:40:00.000+0000",3,49],[2,5,28,2,"2019-05-28","DL",19790,"N346DN",13303,"MIA","FL",12953,"LGA","NY",1130,1129,-1,0,0,-1,"1100-1159",1431,1436,5,5,0,0,"1400-1459",0,0,1096,5,0,0,0,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-28T15:30:00.000+0000",1,-5],[4,12,20,4,"2018-12-20","AA",19805,"N339PL",14908,"SNA","CA",11298,"DFW","TX",1730,1729,-1,0,0,-1,"1700-1759",2220,2212,-8,0,0,-1,"2200-2259",0,0,1205,5,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-21T01:30:00.000+0000",1,8],[2,5,28,2,"2019-05-28","DL",19790,"N969DL",10599,"BHM","AL",10397,"ATL","GA",1126,1125,-1,0,0,-1,"1100-1159",1329,1327,-2,0,0,-1,"1300-1359",0,0,134,1,0,0,0,0,0,2019,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2019-05-28T16:26:00.000+0000",1,2],[4,10,21,7,"2018-10-21","AA",19805,"N814AW",14027,"PBI","FL",14100,"PHL","PA",1630,1621,-9,0,0,-1,"1600-1659",1914,1854,-20,0,0,-2,"1900-1959",0,0,951,4,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-10-21T20:30:00.000+0000",9,60],[2,5,28,2,"2019-05-28","DL",19790,"N927DN",10397,"ATL","GA",10529,"BDL","CT",1600,1557,-3,0,0,-1,"1600-1659",1816,1812,-4,0,0,-1,"1800-1859",0,0,859,4,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-28T20:00:00.000+0000",43,4],[4,10,29,1,"2018-10-29","AA",19805,"N542UW",14679,"SAN","CA",11057,"CLT","NC",620,614,-6,0,0,-1,"0600-0659",1405,1350,-15,0,0,-1,"1400-1459",0,0,2077,9,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-29T13:20:00.000+0000",6,55],[2,5,28,2,"2019-05-28","DL",19790,"N535US",14869,"SLC","UT",10397,"ATL","GA",820,817,-3,0,0,-1,"0800-0859",1405,1342,-23,0,0,-2,"1400-1459",0,0,1590,7,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T14:20:00.000+0000",3,63],[4,10,19,5,"2018-10-19","AA",19805,"N919US",11057,"CLT","NC",14771,"SFO","CA",1649,1649,0,0,0,0,"1600-1659",1930,1910,-20,0,0,-2,"1900-1959",0,0,2296,10,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-10-19T20:49:00.000+0000",0,20],[2,6,13,4,"2019-06-13","NK",20416,"N636NK",12889,"LAS","NV",14679,"SAN","CA",1804,1758,-6,0,0,-1,"1800-1859",1915,1907,-8,0,0,-1,"1900-1959",0,0,258,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-14T01:04:00.000+0000",46,8],[4,12,29,6,"2018-12-29","AA",19805,"N851NN",14100,"PHL","PA",11298,"DFW","TX",508,504,-4,0,0,-1,"0001-0559",804,817,13,13,0,0,"0800-0859",0,0,1303,6,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-29T10:08:00.000+0000",4,-13],[2,5,28,2,"2019-05-28","DL",19790,"N932AT",10397,"ATL","GA",11057,"CLT","NC",1715,1711,-4,0,0,-1,"1700-1759",1830,1816,-14,0,0,-1,"1800-1859",0,0,226,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-28T21:15:00.000+0000",4,14],[4,12,30,7,"2018-12-30","AA",19805,"N899NN",11298,"DFW","TX",11278,"DCA","VA",1519,1516,-3,0,0,-1,"1500-1559",1900,1855,-5,0,0,-1,"1900-1959",0,0,1192,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-30T21:19:00.000+0000",3,45],[2,5,28,2,"2019-05-28","DL",19790,"N842DN",12478,"JFK","NY",14747,"SEA","WA",1630,1629,-1,0,0,-1,"1600-1659",1949,1942,-7,0,0,-1,"1900-1959",0,0,2422,10,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-28T20:30:00.000+0000",1,7],[4,10,15,1,"2018-10-15","AA",19805,"N657AW",15304,"TPA","FL",14107,"PHX","AZ",720,714,-6,0,0,-1,"0700-0759",859,901,2,2,0,0,"0800-0859",0,0,1788,8,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-15T11:20:00.000+0000",6,-42],[2,5,28,2,"2019-05-28","DL",19790,"N983DL",14685,"SAV","GA",10397,"ATL","GA",630,627,-3,0,0,-1,"0600-0659",734,725,-9,0,0,-1,"0700-0759",0,0,214,1,0,0,0,0,0,2019,"KSAV","large_airport","Savannah Hilton Head International Airport",50,"NA","US","US-GA","Savannah","KSAV","SAV","SAV","-81.20210266, 32.12760162","America/New_York","2019-05-28T10:30:00.000+0000",3,9],[4,10,30,2,"2018-10-30","AA",19805,"N961NN",12892,"LAX","CA",12889,"LAS","NV",1405,1402,-3,0,0,-1,"1400-1459",1521,1523,2,2,0,0,"1500-1559",0,0,236,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-30T21:05:00.000+0000",3,-2],[2,5,28,2,"2019-05-28","DL",19790,"N685DA",13204,"MCO","FL",10397,"ATL","GA",820,818,-2,0,0,-1,"0800-0859",955,939,-16,0,0,-2,"0900-0959",0,0,404,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-28T12:20:00.000+0000",2,16],[4,12,5,3,"2018-12-05","AA",19805,"N9677W",11298,"DFW","TX",14193,"PNS","FL",1300,1255,-5,0,0,-1,"1300-1359",1438,1421,-17,0,0,-2,"1400-1459",0,0,604,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-05T19:00:00.000+0000",45,17],[2,5,28,2,"2019-05-28","DL",19790,"N102DU",14869,"SLC","UT",11298,"DFW","TX",1115,1115,0,0,0,0,"1100-1159",1458,1459,1,1,0,0,"1400-1459",0,0,989,4,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T17:15:00.000+0000",0,-1],[4,10,6,6,"2018-10-06","AA",19805,"N909AM",10423,"AUS","TX",11298,"DFW","TX",508,503,-5,0,0,-1,"0001-0559",614,558,-16,0,0,-2,"0600-0659",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-06T10:08:00.000+0000",5,56],[2,6,13,4,"2019-06-13","YV",20378,"N85356",14492,"RDU","NC",12264,"IAD","VA",1500,1456,-4,0,0,-1,"1500-1559",1614,1629,15,15,1,1,"1600-1659",0,0,224,1,0,0,15,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-06-13T19:00:00.000+0000",44,-15],[4,10,22,1,"2018-10-22","AA",19805,"N141NN",10423,"AUS","TX",11298,"DFW","TX",508,501,-7,0,0,-1,"0001-0559",614,602,-12,0,0,-1,"0600-0659",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-22T10:08:00.000+0000",7,12],[2,5,28,2,"2019-05-28","DL",19790,"N853DN",14771,"SFO","CA",10397,"ATL","GA",1409,1401,-8,0,0,-1,"1400-1459",2159,2137,-22,0,0,-2,"2100-2159",0,0,2139,9,0,0,0,0,0,2019,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2019-05-28T21:09:00.000+0000",8,22],[4,10,27,6,"2018-10-27","AA",19805,"N961AN",13303,"MIA","FL",11298,"DFW","TX",1216,1216,0,0,0,0,"1200-1259",1424,1432,8,8,0,0,"1400-1459",0,0,1121,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-27T16:16:00.000+0000",0,-8],[2,5,28,2,"2019-05-28","DL",19790,"N966AT",14492,"RDU","NC",11697,"FLL","FL",1120,1116,-4,0,0,-1,"1100-1159",1337,1313,-24,0,0,-2,"1300-1359",0,0,680,3,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-28T15:20:00.000+0000",4,24],[4,10,30,2,"2018-10-30","AA",19805,"N186AN",13303,"MIA","FL",12478,"JFK","NY",1825,1823,-2,0,0,-1,"1800-1859",2126,2109,-17,0,0,-2,"2100-2159",0,0,1089,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-30T22:25:00.000+0000",2,17],[2,6,18,2,"2019-06-18","YV",20378,"N89313",10994,"CHS","SC",12266,"IAH","TX",1700,1650,-10,0,0,-1,"1700-1759",1841,1829,-12,0,0,-1,"1800-1859",0,0,925,4,0,0,0,0,0,2019,"KCHS","large_airport","Charleston Air Force Base-International Airport",46,"NA","US","US-SC","Charleston","KCHS","CHS","CHS","-80.04049683, 32.89860153","America/New_York","2019-06-18T21:00:00.000+0000",50,12],[4,10,26,5,"2018-10-26","AA",19805,"N957NN",13303,"MIA","FL",11298,"DFW","TX",700,659,-1,0,0,-1,"0700-0759",914,919,5,5,0,0,"0900-0959",0,0,1121,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-26T11:00:00.000+0000",41,-5],[2,6,15,6,"2019-06-15","YV",20378,"N510MJ",12264,"IAD","VA",14685,"SAV","GA",1230,1230,0,0,0,0,"1200-1259",1413,1415,2,2,0,0,"1400-1459",0,0,515,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-15T16:30:00.000+0000",0,-2],[4,12,2,7,"2018-12-02","B6",20409,"N746JB",11697,"FLL","FL",13930,"ORD","IL",2206,2205,-1,0,0,-1,"2200-2259",8,5,-3,0,0,-1,"0001-0559",0,0,1182,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-03T03:06:00.000+0000",1,3],[2,6,21,5,"2019-06-21","YV",20378,"N89317",12266,"IAH","TX",13256,"MFE","TX",1000,1000,0,0,0,0,"1000-1059",1114,1125,11,11,0,0,"1100-1159",0,0,316,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-21T15:00:00.000+0000",0,-11],[4,12,23,7,"2018-12-23","B6",20409,"N705JB",10721,"BOS","MA",11697,"FLL","FL",530,527,-3,0,0,-1,"0001-0559",902,843,-19,0,0,-2,"0900-0959",0,0,1237,5,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-23T10:30:00.000+0000",3,59],[2,6,20,4,"2019-06-20","YV",20378,"N86312",12266,"IAH","TX",14100,"PHL","PA",750,745,-5,0,0,-1,"0700-0759",1218,1205,-13,0,0,-1,"1200-1259",0,0,1325,6,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-20T12:50:00.000+0000",5,13],[4,12,22,6,"2018-12-22","B6",20409,"N568JB",11697,"FLL","FL",10721,"BOS","MA",1339,1335,-4,0,0,-1,"1300-1359",1651,1654,3,3,0,0,"1600-1659",0,0,1237,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-22T18:39:00.000+0000",4,-3],[2,6,9,7,"2019-06-09","YV",20378,"N86311",12266,"IAH","TX",13487,"MSP","MN",1420,1419,-1,0,0,-1,"1400-1459",1709,1702,-7,0,0,-1,"1700-1759",0,0,1034,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-09T19:20:00.000+0000",1,7],[4,12,29,6,"2018-12-29","B6",20409,"N984JB",14771,"SFO","CA",11697,"FLL","FL",935,934,-1,0,0,-1,"0900-0959",1800,1756,-4,0,0,-1,"1800-1859",0,0,2584,11,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-29T17:35:00.000+0000",1,44],[2,6,23,7,"2019-06-23","YV",20378,"N519LR",12264,"IAD","VA",14122,"PIT","PA",845,838,-7,0,0,-1,"0800-0859",941,928,-13,0,0,-1,"0900-0959",0,0,182,1,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-23T12:45:00.000+0000",7,13],[4,12,22,6,"2018-12-22","B6",20409,"N337JB",11278,"DCA","VA",12451,"JAX","FL",1000,948,-12,0,0,-1,"1000-1059",1215,1140,-35,0,0,-2,"1200-1259",0,0,634,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-22T15:00:00.000+0000",52,75],[2,6,13,4,"2019-06-13","YV",20378,"N503MJ",12264,"IAD","VA",14685,"SAV","GA",1230,1229,-1,0,0,-1,"1200-1259",1413,1416,3,3,0,0,"1400-1459",0,0,515,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-13T16:30:00.000+0000",1,-3],[4,12,22,6,"2018-12-22","B6",20409,"N979JB",10721,"BOS","MA",14771,"SFO","CA",1529,1525,-4,0,0,-1,"1500-1559",1930,1910,-20,0,0,-2,"1900-1959",0,0,2704,11,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-22T20:29:00.000+0000",4,20],[2,6,8,6,"2019-06-08","YV",20378,"N89317",13158,"MAF","TX",12266,"IAH","TX",1357,1356,-1,0,0,-1,"1300-1359",1529,1516,-13,0,0,-1,"1500-1559",0,0,429,2,0,0,0,0,0,2019,"KMAF","medium_airport","Midland International Airport",2871,"NA","US","US-TX","Midland","KMAF","MAF","MAF","-102.2020034790039, 31.9424991607666","America/Chicago","2019-06-08T18:57:00.000+0000",1,13],[4,10,24,3,"2018-10-24","AA",19805,"N9626F",11298,"DFW","TX",11193,"CVG","KY",1026,1020,-6,0,0,-1,"1000-1059",1332,1323,-9,0,0,-1,"1300-1359",0,0,812,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-24T15:26:00.000+0000",6,9],[2,5,29,3,"2019-05-29","DL",19790,"N818DA",10140,"ABQ","NM",10397,"ATL","GA",610,609,-1,0,0,-1,"0600-0659",1105,1047,-18,0,0,-2,"1100-1159",0,0,1269,6,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-05-29T12:10:00.000+0000",1,58],[4,10,5,5,"2018-10-05","AA",19805,"N865NN",11292,"DEN","CO",11298,"DFW","TX",622,616,-6,0,0,-1,"0600-0659",925,912,-13,0,0,-1,"0900-0959",0,0,641,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-05T12:22:00.000+0000",6,13],[2,5,29,3,"2019-05-29","DL",19790,"N363DN",12953,"LGA","NY",13303,"MIA","FL",1244,1241,-3,0,0,-1,"1200-1259",1558,1601,3,3,0,0,"1500-1559",0,0,1096,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-29T16:44:00.000+0000",3,-43],[4,10,28,7,"2018-10-28","AA",19805,"N969NN",11298,"DFW","TX",14908,"SNA","CA",945,935,-10,0,0,-1,"0900-0959",1052,1041,-11,0,0,-1,"1000-1059",0,0,1205,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-28T14:45:00.000+0000",10,11],[2,5,9,4,"2019-05-09","DL",19790,"N104DU",11433,"DTW","MI",11298,"DFW","TX",1600,1558,-2,0,0,-1,"1600-1659",1758,1758,0,0,0,0,"1700-1759",0,0,986,4,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-09T20:00:00.000+0000",42,0],[4,12,2,7,"2018-12-02","B6",20409,"N283JB",11697,"FLL","FL",14524,"RIC","VA",1359,1353,-6,0,0,-1,"1300-1359",1612,1632,20,20,1,1,"1600-1659",0,0,805,4,0,0,20,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-02T18:59:00.000+0000",6,-20],[2,5,9,4,"2019-05-09","DL",19790,"N325US",13487,"MSP","MN",10397,"ATL","GA",1115,1111,-4,0,0,-1,"1100-1159",1440,1434,-6,0,0,-1,"1400-1459",0,0,907,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-09T16:15:00.000+0000",4,6],[4,10,3,3,"2018-10-03","AA",19805,"N9617R",11986,"GRR","MI",11298,"DFW","TX",746,739,-7,0,0,-1,"0700-0759",934,916,-18,0,0,-2,"0900-0959",0,0,931,4,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-03T11:46:00.000+0000",7,18],[2,6,1,6,"2019-06-01","YV",20378,"N88327",10529,"BDL","CT",12264,"IAD","VA",1030,1025,-5,0,0,-1,"1000-1059",1150,1144,-6,0,0,-1,"1100-1159",0,0,326,2,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-06-01T14:30:00.000+0000",5,6],[4,10,24,3,"2018-10-24","AA",19805,"N9616G",11986,"GRR","MI",11298,"DFW","TX",746,742,-4,0,0,-1,"0700-0759",934,926,-8,0,0,-1,"0900-0959",0,0,931,4,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-24T11:46:00.000+0000",4,8],[2,5,9,4,"2019-05-09","DL",19790,"N350NA",14492,"RDU","NC",10397,"ATL","GA",530,530,0,0,0,0,"0001-0559",650,649,-1,0,0,-1,"0600-0659",0,0,356,2,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-09T09:30:00.000+0000",0,1],[4,10,23,2,"2018-10-23","AA",19805,"N346PR",11298,"DFW","TX",12339,"IND","IN",1835,1832,-3,0,0,-1,"1800-1859",2148,2132,-16,0,0,-2,"2100-2159",0,0,761,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-23T23:35:00.000+0000",3,16],[2,6,22,6,"2019-06-22","YV",20378,"N86311",11140,"CRP","TX",12266,"IAH","TX",545,540,-5,0,0,-1,"0001-0559",640,643,3,3,0,0,"0600-0659",0,0,201,1,0,0,0,0,0,2019,"KCRP","large_airport","Corpus Christi International Airport",44,"NA","US","US-TX","Corpus Christi","KCRP","CRP","CRP","-97.5011978149414, 27.77039909362793","America/Chicago","2019-06-22T10:45:00.000+0000",5,-3],[4,12,14,5,"2018-12-14","B6",20409,"N643JB",11697,"FLL","FL",11042,"CLE","OH",2010,1959,-11,0,0,-1,"2000-2059",2259,2238,-21,0,0,-2,"2200-2259",0,0,1062,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-15T01:10:00.000+0000",51,21],[2,6,10,1,"2019-06-10","YV",20378,"N80348",11057,"CLT","NC",12266,"IAH","TX",1500,1457,-3,0,0,-1,"1500-1559",1650,1615,-35,0,0,-2,"1600-1659",0,0,912,4,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-10T19:00:00.000+0000",43,35],[4,12,6,4,"2018-12-06","B6",20409,"N374JB",13933,"ORH","MA",12478,"JFK","NY",600,545,-15,0,0,-1,"0600-0659",659,657,-2,0,0,-1,"0600-0659",0,0,150,1,0,0,0,0,0,2018,"KORH","medium_airport","Worcester Regional Airport",1009,"NA","US","US-MA","Worcester","KORH","ORH","ORH","-71.87570190429688, 42.26729965209961","America/New_York","2018-12-06T11:00:00.000+0000",55,2],[2,6,26,3,"2019-06-26","YV",20378,"N518LR",12264,"IAD","VA",15096,"SYR","NY",2200,2157,-3,0,0,-1,"2200-2259",2317,2301,-16,0,0,-2,"2300-2359",0,0,296,2,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-27T02:00:00.000+0000",43,16],[4,12,30,7,"2018-12-30","B6",20409,"N653JB",11697,"FLL","FL",10821,"BWI","MD",2130,2126,-4,0,0,-1,"2100-2159",2355,2345,-10,0,0,-1,"2300-2359",0,0,925,4,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-31T02:30:00.000+0000",4,10],[2,5,9,4,"2019-05-09","DL",19790,"N673DL",13204,"MCO","FL",10397,"ATL","GA",620,615,-5,0,0,-1,"0600-0659",757,737,-20,0,0,-2,"0700-0759",0,0,404,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-09T10:20:00.000+0000",5,20],[4,12,8,6,"2018-12-08","B6",20409,"N358JB",12478,"JFK","NY",10792,"BUF","NY",959,955,-4,0,0,-1,"0900-0959",1122,1115,-7,0,0,-1,"1100-1159",0,0,301,2,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-08T14:59:00.000+0000",4,7],[2,6,7,5,"2019-06-07","YV",20378,"N86309",12264,"IAD","VA",12217,"HSV","AL",1710,1708,-2,0,0,-1,"1700-1759",1817,1810,-7,0,0,-1,"1800-1859",0,0,596,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-07T21:10:00.000+0000",2,7],[4,12,16,7,"2018-12-16","B6",20409,"N337JB",11298,"DFW","TX",10721,"BOS","MA",1752,1740,-12,0,0,-1,"1700-1759",2227,2212,-15,0,0,-1,"2200-2259",0,0,1562,7,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-16T23:52:00.000+0000",12,15],[2,6,13,4,"2019-06-13","YV",20378,"N83329",13487,"MSP","MN",12264,"IAD","VA",1745,1744,-1,0,0,-1,"1700-1759",2115,2116,1,1,0,0,"2100-2159",0,0,908,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-13T22:45:00.000+0000",1,-1],[4,12,8,6,"2018-12-08","B6",20409,"N216JB",12478,"JFK","NY",10721,"BOS","MA",2255,2254,-1,0,0,-1,"2200-2259",4,10,6,6,0,0,"0001-0559",0,0,187,1,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-09T03:55:00.000+0000",1,-6],[2,6,14,5,"2019-06-14","YV",20378,"N85340",12266,"IAH","TX",11298,"DFW","TX",1000,1000,0,0,0,0,"1000-1059",1114,1117,3,3,0,0,"1100-1159",0,0,224,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-14T15:00:00.000+0000",0,-3],[4,10,10,3,"2018-10-10","AA",19805,"N157AA",11298,"DFW","TX",12889,"LAS","NV",910,903,-7,0,0,-1,"0900-0959",1011,1008,-3,0,0,-1,"1000-1059",0,0,1055,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-10T14:10:00.000+0000",7,3],[2,5,17,5,"2019-05-17","DL",19790,"N694DL",14908,"SNA","CA",11433,"DTW","MI",1150,1150,0,0,0,0,"1100-1159",1910,1844,-26,0,0,-2,"1900-1959",0,0,1960,8,0,0,0,0,0,2019,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2019-05-17T18:50:00.000+0000",0,66],[4,10,9,2,"2018-10-09","AA",19805,"N992AU",12889,"LAS","NV",11298,"DFW","TX",1104,1101,-3,0,0,-1,"1100-1159",1550,1651,61,61,1,4,"1500-1559",0,0,1055,5,0,0,61,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-10-09T18:04:00.000+0000",3,-101],[2,6,26,3,"2019-06-26","EV",20366,"N14568",12217,"HSV","AL",12266,"IAH","TX",1232,1227,-5,0,0,-1,"1200-1259",1430,1439,9,9,0,0,"1400-1459",0,0,595,3,0,0,0,0,0,2019,"KHSV","large_airport","Huntsville International Carl T Jones Field",629,"NA","US","US-AL","Huntsville","KHSV","HSV","HSV","-86.775100708008, 34.637199401855","America/Chicago","2019-06-26T17:32:00.000+0000",5,-9],[4,10,24,3,"2018-10-24","AA",19805,"N110AN",12478,"JFK","NY",14771,"SFO","CA",1729,1729,0,0,0,0,"1700-1759",2108,2052,-16,0,0,-2,"2100-2159",0,0,2586,11,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-24T21:29:00.000+0000",0,56],[2,5,18,6,"2019-05-18","DL",19790,"N37700",12892,"LAX","CA",13495,"MSY","LA",930,925,-5,0,0,-1,"0900-0959",1516,1444,-32,0,0,-2,"1500-1559",0,0,1670,7,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-18T16:30:00.000+0000",5,72],[4,10,3,3,"2018-10-03","AA",19805,"N358PW",12266,"IAH","TX",11057,"CLT","NC",518,518,0,0,0,0,"0001-0559",846,852,6,6,0,0,"0800-0859",0,0,912,4,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-03T10:18:00.000+0000",0,-6],[2,6,29,6,"2019-06-29","G4",20368,"262NV",14082,"PGD","FL",14952,"SPI","IL",1218,1157,-21,0,0,-2,"1200-1259",1345,1315,-30,0,0,-2,"1300-1359",0,0,994,4,0,0,0,0,0,2019,"KPGD","small_airport","Charlotte County Airport",26,"NA","US","US-FL","Punta Gorda","KPGD","PGD","PGD","-81.9905014, 26.92020035","America/New_York","2019-06-29T16:18:00.000+0000",61,30],[4,12,7,5,"2018-12-07","B6",20409,"N296JB",10721,"BOS","MA",11278,"DCA","VA",1616,1610,-6,0,0,-1,"1600-1659",1758,1756,-2,0,0,-1,"1700-1759",0,0,399,2,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-07T21:16:00.000+0000",6,2],[2,5,18,6,"2019-05-18","DL",19790,"N341DN",11433,"DTW","MI",13485,"MSN","WI",2020,2016,-4,0,0,-1,"2000-2059",2035,2023,-12,0,0,-1,"2000-2059",0,0,311,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-19T00:20:00.000+0000",4,12],[4,10,5,5,"2018-10-05","AA",19805,"N314RH",10721,"BOS","MA",13303,"MIA","FL",722,719,-3,0,0,-1,"0700-0759",1100,1020,-40,0,0,-2,"1100-1159",0,0,1258,6,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-05T11:22:00.000+0000",3,80],[2,5,18,6,"2019-05-18","DL",19790,"N919DN",14986,"SRQ","FL",10397,"ATL","GA",725,723,-2,0,0,-1,"0700-0759",902,910,8,8,0,0,"0900-0959",0,0,444,2,0,0,0,0,0,2019,"KSRQ","large_airport","Sarasota Bradenton International Airport",30,"NA","US","US-FL","Sarasota/Bradenton","KSRQ","SRQ","SRQ","-82.55439758300781, 27.39539909362793","America/New_York","2019-05-18T11:25:00.000+0000",2,-8],[4,10,1,1,"2018-10-01","AA",19805,"N941NN",15370,"TUL","OK",13930,"ORD","IL",546,536,-10,0,0,-1,"0001-0559",744,728,-16,0,0,-2,"0700-0759",0,0,585,3,0,0,0,0,0,2018,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2018-10-01T10:46:00.000+0000",10,16],[2,6,16,7,"2019-06-16","G4",20368,"257NV",12223,"HTS","WV",15624,"VPS","FL",959,941,-18,0,0,-2,"0900-0959",1046,1037,-9,0,0,-1,"1000-1059",0,0,589,3,0,0,0,0,0,2019,"KHTS","large_airport","Tri-State/Milton J. Ferguson Field",828,"NA","US","US-WV","Huntington","KHTS","HTS","HTS","-82.55799866, 38.36669922","America/New_York","2019-06-16T13:59:00.000+0000",18,9],[4,12,7,5,"2018-12-07","B6",20409,"N905JB",12478,"JFK","NY",14843,"SJU","PR",1329,1325,-4,0,0,-1,"1300-1359",1817,1803,-14,0,0,-1,"1800-1859",0,0,1598,7,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-07T18:29:00.000+0000",4,14],[2,5,18,6,"2019-05-18","DL",19790,"N105DU",10721,"BOS","MA",12953,"LGA","NY",700,655,-5,0,0,-1,"0700-0759",830,756,-34,0,0,-2,"0800-0859",0,0,184,1,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-18T11:00:00.000+0000",45,74],[4,12,23,7,"2018-12-23","DL",19790,"N948AT",13487,"MSP","MN",13930,"ORD","IL",1523,1521,-2,0,0,-1,"1500-1559",1659,1707,8,8,0,0,"1600-1659",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-23T21:23:00.000+0000",2,-48],[2,6,23,7,"2019-06-23","G4",20368,"246NV",15412,"TYS","TN",15624,"VPS","FL",903,900,-3,0,0,-1,"0900-0959",924,913,-11,0,0,-1,"0900-0959",0,0,395,2,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-06-23T13:03:00.000+0000",3,11],[4,10,25,4,"2018-10-25","AA",19805,"N846NN",13303,"MIA","FL",10397,"ATL","GA",701,659,-2,0,0,-1,"0700-0759",858,905,7,7,0,0,"0800-0859",0,0,594,3,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-25T11:01:00.000+0000",42,-47],[2,6,7,5,"2019-06-07","OO",20304,"N986SW",13930,"ORD","IL",11337,"DLH","MN",1250,1246,-4,0,0,-1,"1200-1259",1432,1406,-26,0,0,-2,"1400-1459",0,0,397,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-07T17:50:00.000+0000",4,26],[4,10,15,1,"2018-10-15","AA",19805,"N324RA",14492,"RDU","NC",13303,"MIA","FL",535,531,-4,0,0,-1,"0001-0559",747,732,-15,0,0,-1,"0700-0759",0,0,700,3,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-15T09:35:00.000+0000",4,15],[2,6,14,5,"2019-06-14","OO",20304,"N659BR",12389,"ISN","ND",13487,"MSP","MN",1745,1734,-11,0,0,-1,"1700-1759",1938,1951,13,13,0,0,"1900-1959",0,0,546,3,0,0,0,0,0,2019,"KISN","medium_airport","Sloulin Field International Airport",1982,"NA","US","US-ND","Williston","KISN","ISN","ISN","-103.641998291, 48.177898407","America/Chicago","2019-06-14T22:45:00.000+0000",11,-13],[4,12,24,1,"2018-12-24","DL",19790,"N359DN",15304,"TPA","FL",13487,"MSP","MN",1441,1427,-14,0,0,-1,"1400-1459",1702,1650,-12,0,0,-1,"1700-1759",0,0,1306,6,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-24T19:41:00.000+0000",14,52],[2,5,18,6,"2019-05-18","DL",19790,"N305DN",13204,"MCO","FL",12478,"JFK","NY",1153,1151,-2,0,0,-1,"1100-1159",1432,1429,-3,0,0,-1,"1400-1459",0,0,944,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-18T15:53:00.000+0000",2,3],[4,10,5,5,"2018-10-05","AA",19805,"N993AN",10721,"BOS","MA",11298,"DFW","TX",1009,1001,-8,0,0,-1,"1000-1059",1326,1253,-33,0,0,-2,"1300-1359",0,0,1562,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-05T14:09:00.000+0000",8,73],[2,5,18,6,"2019-05-18","DL",19790,"N3761R",10299,"ANC","AK",14747,"SEA","WA",1525,1508,-17,0,0,-2,"1500-1559",1950,1946,-4,0,0,-1,"1900-1959",0,0,1448,6,0,0,0,0,0,2019,"PANC","large_airport","Ted Stevens Anchorage International Airport",152,"NA","US","US-AK","Anchorage","PANC","ANC","ANC","-149.99600219726562, 61.174400329589844","America/Anchorage","2019-05-18T23:25:00.000+0000",17,4],[4,10,17,3,"2018-10-17","AA",19805,"N929AA",12892,"LAX","CA",11298,"DFW","TX",1705,1658,-7,0,0,-1,"1700-1759",2209,2150,-19,0,0,-2,"2200-2259",0,0,1235,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-18T00:05:00.000+0000",47,59],[2,5,18,6,"2019-05-18","DL",19790,"N925AT",10397,"ATL","GA",11995,"GSO","NC",1456,1453,-3,0,0,-1,"1400-1459",1610,1601,-9,0,0,-1,"1600-1659",0,0,306,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-18T18:56:00.000+0000",3,9],[4,12,24,1,"2018-12-24","DL",19790,"N980AT",10397,"ATL","GA",11995,"GSO","NC",1014,1009,-5,0,0,-1,"1000-1059",1128,1112,-16,0,0,-2,"1100-1159",0,0,306,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-24T15:14:00.000+0000",5,16],[2,5,1,3,"2019-05-01","OO",20304,"N178SY",14831,"SJC","CA",10800,"BUR","CA",1950,1938,-12,0,0,-1,"1900-1959",2055,2044,-11,0,0,-1,"2000-2059",0,0,296,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-05-02T02:50:00.000+0000",12,11],[4,10,5,5,"2018-10-05","AA",19805,"N974AN",11298,"DFW","TX",11618,"EWR","NJ",1240,1239,-1,0,0,-1,"1200-1259",1704,1656,-8,0,0,-1,"1700-1759",0,0,1372,6,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-05T17:40:00.000+0000",1,48],[2,6,14,5,"2019-06-14","OO",20304,"N960SW",14814,"SHV","LA",11292,"DEN","CO",700,650,-10,0,0,-1,"0700-0759",841,826,-15,0,0,-1,"0800-0859",0,0,792,4,0,0,0,0,0,2019,"KSHV","medium_airport","Shreveport Regional Airport",258,"NA","US","US-LA","Shreveport","KSHV","SHV","SHV","-93.8256, 32.446602","America/Chicago","2019-06-14T12:00:00.000+0000",50,15],[4,12,24,1,"2018-12-24","DL",19790,"N376DA",10693,"BNA","TN",14869,"SLC","UT",1755,1748,-7,0,0,-1,"1700-1759",2056,2031,-25,0,0,-2,"2000-2059",0,0,1404,6,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-24T23:55:00.000+0000",7,25],[2,6,14,5,"2019-06-14","OO",20304,"N743SK",10693,"BNA","TN",11292,"DEN","CO",1746,1744,-2,0,0,-1,"1700-1759",1939,2043,64,64,1,4,"1900-1959",0,0,1014,5,0,0,64,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-14T22:46:00.000+0000",2,-104],[4,12,24,1,"2018-12-24","DL",19790,"N312US",11697,"FLL","FL",10721,"BOS","MA",1135,1124,-11,0,0,-1,"1100-1159",1454,1427,-27,0,0,-2,"1400-1459",0,0,1237,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-24T16:35:00.000+0000",11,27],[2,5,7,2,"2019-05-07","OO",20304,"N264SY",14869,"SLC","UT",15376,"TUS","AZ",2046,2044,-2,0,0,-1,"2000-2059",2152,2156,4,4,0,0,"2100-2159",0,0,601,3,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-08T02:46:00.000+0000",2,-4],[4,12,24,1,"2018-12-24","DL",19790,"N592NW",13487,"MSP","MN",13204,"MCO","FL",845,844,-1,0,0,-1,"0800-0859",1324,1248,-36,0,0,-2,"1300-1359",0,0,1310,6,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-24T14:45:00.000+0000",1,76],[2,6,14,5,"2019-06-14","OO",20304,"N202SY",11292,"DEN","CO",14683,"SAT","TX",1059,1056,-3,0,0,-1,"1000-1059",1411,1400,-11,0,0,-1,"1400-1459",0,0,794,4,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-14T16:59:00.000+0000",3,11],[4,12,24,1,"2018-12-24","DL",19790,"N624AG",12478,"JFK","NY",14679,"SAN","CA",810,810,0,0,0,0,"0800-0859",1141,1121,-20,0,0,-2,"1100-1159",0,0,2446,10,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-24T13:10:00.000+0000",0,20],[2,6,14,5,"2019-06-14","OO",20304,"N869AS",14679,"SAN","CA",12892,"LAX","CA",1750,1744,-6,0,0,-1,"1700-1759",1845,1857,12,12,0,0,"1800-1859",0,0,109,1,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-15T00:50:00.000+0000",6,-12],[4,10,31,3,"2018-10-31","AA",19805,"N863NN",14107,"PHX","AZ",10721,"BOS","MA",1530,1526,-4,0,0,-1,"1500-1559",2320,2300,-20,0,0,-2,"2300-2359",0,0,2300,10,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-31T22:30:00.000+0000",4,20],[2,6,14,5,"2019-06-14","OO",20304,"N874AS",12884,"LAN","MI",13930,"ORD","IL",1815,1805,-10,0,0,-1,"1800-1859",1822,1804,-18,0,0,-2,"1800-1859",0,0,179,1,0,0,0,0,0,2019,"KLAN","medium_airport","Capital City Airport",861,"NA","US","US-MI","Lansing","KLAN","LAN","LAN","-84.58740234375, 42.77870178222656","America/Detroit","2019-06-14T22:15:00.000+0000",10,18],[4,12,24,1,"2018-12-24","DL",19790,"N916DL",13931,"ORF","VA",10397,"ATL","GA",540,534,-6,0,0,-1,"0001-0559",735,722,-13,0,0,-1,"0700-0759",0,0,516,3,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-12-24T10:40:00.000+0000",6,13],[2,5,17,5,"2019-05-17","OO",20304,"N213SY",10849,"BZN","MT",12892,"LAX","CA",1341,1338,-3,0,0,-1,"1300-1359",1528,1506,-22,0,0,-2,"1500-1559",0,0,902,4,0,0,0,0,0,2019,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2019-05-17T19:41:00.000+0000",3,22],[4,10,30,2,"2018-10-30","AA",19805,"N163AA",12892,"LAX","CA",13930,"ORD","IL",1815,1808,-7,0,0,-1,"1800-1859",17,2350,-27,0,0,-2,"0001-0559",0,0,1744,7,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-31T01:15:00.000+0000",7,-2333],[2,6,15,6,"2019-06-15","OO",20304,"N719SK",14107,"PHX","AZ",14489,"RDM","OR",2026,2021,-5,0,0,-1,"2000-2059",2255,2243,-12,0,0,-1,"2200-2259",0,0,893,4,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-16T03:26:00.000+0000",5,12],[4,12,25,2,"2018-12-25","DL",19790,"N348NW",13204,"MCO","FL",10721,"BOS","MA",1959,1953,-6,0,0,-1,"1900-1959",2253,2234,-19,0,0,-2,"2200-2259",0,0,1121,5,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-26T00:59:00.000+0000",6,19],[2,6,15,6,"2019-06-15","OO",20304,"N431SW",10627,"BIS","ND",13487,"MSP","MN",1725,1719,-6,0,0,-1,"1700-1759",1855,1840,-15,0,0,-1,"1800-1859",0,0,386,2,0,0,0,0,0,2019,"KBIS","medium_airport","Bismarck Municipal Airport",1661,"NA","US","US-ND","Bismarck","KBIS","BIS","BIS","-100.74600219726562, 46.772701263427734","America/Chicago","2019-06-15T22:25:00.000+0000",6,15],[4,12,25,2,"2018-12-25","DL",19790,"N976DL",10397,"ATL","GA",11267,"DAY","OH",1400,1357,-3,0,0,-1,"1400-1459",1531,1523,-8,0,0,-1,"1500-1559",0,0,432,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T19:00:00.000+0000",43,8],[2,5,18,6,"2019-05-18","OO",20304,"N760SK",13930,"ORD","IL",10713,"BOI","ID",950,949,-1,0,0,-1,"0900-0959",1239,1231,-8,0,0,-1,"1200-1259",0,0,1437,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-18T14:50:00.000+0000",1,8],[4,10,5,5,"2018-10-05","AA",19805,"N988AL",11298,"DFW","TX",13204,"MCO","FL",1654,1653,-1,0,0,-1,"1600-1659",2030,2030,0,0,0,0,"2000-2059",0,0,985,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-05T21:54:00.000+0000",1,0],[2,6,15,6,"2019-06-15","OO",20304,"N461SW",12280,"IDA","ID",14869,"SLC","UT",755,750,-5,0,0,-1,"0700-0759",856,841,-15,0,0,-1,"0800-0859",0,0,188,1,0,0,0,0,0,2019,"KIDA","medium_airport","Idaho Falls Regional Airport",4744,"NA","US","US-ID","Idaho Falls","KIDA","IDA","IDA","-112.070999, 43.514599","America/Boise","2019-06-15T13:55:00.000+0000",5,15],[4,12,25,2,"2018-12-25","DL",19790,"N807DN",14869,"SLC","UT",14057,"PDX","OR",2030,2024,-6,0,0,-1,"2000-2059",2142,2131,-11,0,0,-1,"2100-2159",0,0,630,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-26T03:30:00.000+0000",6,11],[2,5,18,6,"2019-05-18","OO",20304,"N191SY",14908,"SNA","CA",14831,"SJC","CA",1700,1646,-14,0,0,-1,"1700-1759",1820,1800,-20,0,0,-2,"1800-1859",0,0,342,2,0,0,0,0,0,2019,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2019-05-19T00:00:00.000+0000",54,20],[4,12,25,2,"2018-12-25","DL",19790,"N803NW",14107,"PHX","AZ",10397,"ATL","GA",1420,1417,-3,0,0,-1,"1400-1459",1953,1933,-20,0,0,-2,"1900-1959",0,0,1587,7,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-25T21:20:00.000+0000",3,20],[2,5,18,6,"2019-05-18","OO",20304,"N554CA",10781,"BTR","LA",10397,"ATL","GA",1300,1300,0,0,0,0,"1300-1359",1532,1536,4,4,0,0,"1500-1559",0,0,448,2,0,0,0,0,0,2019,"KBTR","medium_airport","Baton Rouge Metropolitan Airport",70,"NA","US","US-LA","Baton Rouge","KBTR","BTR","BTR","-91.149597, 30.533199","America/Chicago","2019-05-18T18:00:00.000+0000",0,-4],[4,12,25,2,"2018-12-25","DL",19790,"N329NW",10397,"ATL","GA",11298,"DFW","TX",1621,1621,0,0,0,0,"1600-1659",1749,1751,2,2,0,0,"1700-1759",0,0,731,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T21:21:00.000+0000",0,-2],[2,6,15,6,"2019-06-15","OO",20304,"N937EV",14689,"SBA","CA",12892,"LAX","CA",1032,1030,-2,0,0,-1,"1000-1059",1132,1129,-3,0,0,-1,"1100-1159",0,0,89,1,0,0,0,0,0,2019,"KSBA","medium_airport","Santa Barbara Municipal Airport",13,"NA","US","US-CA","Santa Barbara","KSBA","SBA","SBA","-119.8399963, 34.42620087","America/Los_Angeles","2019-06-15T17:32:00.000+0000",2,3],[4,12,25,2,"2018-12-25","DL",19790,"N684DA",10397,"ATL","GA",11697,"FLL","FL",1300,1255,-5,0,0,-1,"1300-1359",1447,1427,-20,0,0,-2,"1400-1459",0,0,581,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T18:00:00.000+0000",45,20],[2,6,15,6,"2019-06-15","OO",20304,"N203SY",11292,"DEN","CO",12441,"JAC","WY",805,758,-7,0,0,-1,"0800-0859",937,938,1,1,0,0,"0900-0959",0,0,406,2,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-15T14:05:00.000+0000",47,-1],[4,10,24,3,"2018-10-24","DL",19790,"N960AT",14057,"PDX","OR",14747,"SEA","WA",600,559,-1,0,0,-1,"0600-0659",704,651,-13,0,0,-1,"0700-0759",0,0,129,1,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-10-24T13:00:00.000+0000",41,53],[2,5,18,6,"2019-05-18","OO",20304,"N154SY",11292,"DEN","CO",11503,"EGE","CO",2022,2020,-2,0,0,-1,"2000-2059",2117,2102,-15,0,0,-1,"2100-2159",0,0,120,1,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-19T02:22:00.000+0000",2,15],[4,10,24,3,"2018-10-24","DL",19790,"N837DN",13198,"MCI","MO",10397,"ATL","GA",1846,1839,-7,0,0,-1,"1800-1859",2145,2122,-23,0,0,-2,"2100-2159",0,0,692,3,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-24T23:46:00.000+0000",7,23],[2,5,18,6,"2019-05-18","OO",20304,"N939SW",11109,"COS","CO",11292,"DEN","CO",740,737,-3,0,0,-1,"0700-0759",839,838,-1,0,0,-1,"0800-0859",0,0,73,1,0,0,0,0,0,2019,"KCOS","large_airport","City of Colorado Springs Municipal Airport",6187,"NA","US","US-CO","Colorado Springs","KCOS","COS","COS","-104.700996, 38.805801","America/Denver","2019-05-18T13:40:00.000+0000",3,1],[4,10,24,3,"2018-10-24","DL",19790,"N982DL",10397,"ATL","GA",10693,"BNA","TN",1156,1153,-3,0,0,-1,"1100-1159",1200,1154,-6,0,0,-1,"1200-1259",0,0,214,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-24T15:56:00.000+0000",3,46],[2,5,18,6,"2019-05-18","OO",20304,"N206SY",11292,"DEN","CO",11109,"COS","CO",1850,1849,-1,0,0,-1,"1800-1859",1942,1930,-12,0,0,-1,"1900-1959",0,0,73,1,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-19T00:50:00.000+0000",1,12],[4,10,24,3,"2018-10-24","DL",19790,"N323DN",10721,"BOS","MA",10397,"ATL","GA",815,814,-1,0,0,-1,"0800-0859",1057,1100,3,3,0,0,"1000-1059",0,0,946,4,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-24T12:15:00.000+0000",1,-43],[2,5,18,6,"2019-05-18","OO",20304,"N153SY",14004,"PAE","WA",11292,"DEN","CO",600,553,-7,0,0,-1,"0600-0659",948,936,-12,0,0,-1,"0900-0959",0,0,1036,5,0,0,0,0,0,2019,"KPAE","medium_airport","Snohomish County (Paine Field) Airport",606,"NA","US","US-WA","Everett","KPAE","PAE","PAE","-122.2819977, 47.90629959","America/Los_Angeles","2019-05-18T13:00:00.000+0000",47,12],[4,12,25,2,"2018-12-25","DL",19790,"N845DN",10397,"ATL","GA",12451,"JAX","FL",1507,1506,-1,0,0,-1,"1500-1559",1616,1606,-10,0,0,-1,"1600-1659",0,0,270,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T20:07:00.000+0000",1,10],[2,6,16,7,"2019-06-16","OO",20304,"N755SK",11823,"FWA","IN",11298,"DFW","TX",759,752,-7,0,0,-1,"0700-0759",933,939,6,6,0,0,"0900-0959",0,0,859,4,0,0,0,0,0,2019,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2019-06-16T11:59:00.000+0000",7,-6],[4,12,25,2,"2018-12-25","DL",19790,"N365NW",11278,"DCA","VA",10397,"ATL","GA",1000,958,-2,0,0,-1,"1000-1059",1155,1146,-9,0,0,-1,"1100-1159",0,0,547,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-25T15:00:00.000+0000",42,9],[2,5,19,7,"2019-05-19","OO",20304,"N740SK",11298,"DFW","TX",14588,"ROW","NM",2219,2217,-2,0,0,-1,"2200-2259",2300,2250,-10,0,0,-1,"2300-2359",0,0,435,2,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-20T03:19:00.000+0000",2,50],[4,10,24,3,"2018-10-24","DL",19790,"N962DN",10693,"BNA","TN",11433,"DTW","MI",615,610,-5,0,0,-1,"0600-0659",858,851,-7,0,0,-1,"0800-0859",0,0,456,2,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-10-24T11:15:00.000+0000",5,7],[2,6,16,7,"2019-06-16","OO",20304,"N898SK",13485,"MSN","WI",11433,"DTW","MI",1311,1307,-4,0,0,-1,"1300-1359",1532,1521,-11,0,0,-1,"1500-1559",0,0,311,2,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-06-16T18:11:00.000+0000",4,11],[4,10,24,3,"2018-10-24","DL",19790,"N894DN",14771,"SFO","CA",13487,"MSP","MN",610,602,-8,0,0,-1,"0600-0659",1156,1135,-21,0,0,-2,"1100-1159",0,0,1589,7,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-24T13:10:00.000+0000",8,21],[2,5,19,7,"2019-05-19","OO",20304,"N685BR",15607,"VLD","GA",10397,"ATL","GA",1139,1134,-5,0,0,-1,"1100-1159",1259,1241,-18,0,0,-2,"1200-1259",0,0,208,1,0,0,0,0,0,2019,"KVLD","medium_airport","Valdosta Regional Airport",203,"NA","US","US-GA","Valdosta","KVLD","VLD","VLD","-83.27670288085938, 30.782499313354492","America/New_York","2019-05-19T15:39:00.000+0000",5,18],[4,10,24,3,"2018-10-24","DL",19790,"N919DN",13487,"MSP","MN",11292,"DEN","CO",1945,1939,-6,0,0,-1,"1900-1959",2103,2034,-29,0,0,-2,"2100-2159",0,0,680,3,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-25T00:45:00.000+0000",6,69],[2,6,30,7,"2019-06-30","DL",19790,"N366NW",14107,"PHX","AZ",14747,"SEA","WA",1856,1853,-3,0,0,-1,"1800-1859",2201,2142,-19,0,0,-2,"2200-2259",0,0,1107,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-07-01T01:56:00.000+0000",3,59],[4,10,24,3,"2018-10-24","DL",19790,"N919DN",13487,"MSP","MN",10140,"ABQ","NM",1145,1141,-4,0,0,-1,"1100-1159",1337,1319,-18,0,0,-2,"1300-1359",0,0,981,4,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-24T16:45:00.000+0000",4,18],[2,5,19,7,"2019-05-19","OO",20304,"N920EV",11433,"DTW","MI",12397,"ITH","NY",1057,1050,-7,0,0,-1,"1000-1059",1218,1204,-14,0,0,-1,"1200-1259",0,0,353,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-19T14:57:00.000+0000",7,14],[4,10,5,5,"2018-10-05","EV",20366,"N25134",14524,"RIC","VA",11618,"EWR","NJ",1915,1915,0,0,0,0,"1900-1959",2045,2050,5,5,0,0,"2000-2059",0,0,277,2,0,0,0,0,0,2018,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2018-10-05T23:15:00.000+0000",0,-5],[2,5,19,7,"2019-05-19","OO",20304,"N263SY",15376,"TUS","AZ",12892,"LAX","CA",700,654,-6,0,0,-1,"0700-0759",900,839,-21,0,0,-2,"0900-0959",0,0,451,2,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-05-19T14:00:00.000+0000",46,61],[4,10,24,3,"2018-10-24","DL",19790,"N894AT",11433,"DTW","MI",14576,"ROC","NY",2200,2157,-3,0,0,-1,"2200-2259",2311,2301,-10,0,0,-1,"2300-2359",0,0,296,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-25T02:00:00.000+0000",43,10],[2,5,19,7,"2019-05-19","OO",20304,"N259SY",14869,"SLC","UT",12954,"LGB","CA",835,835,0,0,0,0,"0800-0859",940,947,7,7,0,0,"0900-0959",0,0,588,3,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-19T14:35:00.000+0000",0,-7],[4,10,24,3,"2018-10-24","DL",19790,"N886DN",11433,"DTW","MI",14747,"SEA","WA",845,844,-1,0,0,-1,"0800-0859",1057,1028,-29,0,0,-2,"1000-1059",0,0,1927,8,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-24T12:45:00.000+0000",1,29],[2,6,30,7,"2019-06-30","DL",19790,"N968AT",13487,"MSP","MN",11057,"CLT","NC",1314,1312,-2,0,0,-1,"1300-1359",1643,1703,20,20,1,1,"1600-1659",0,0,930,4,0,0,20,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-30T18:14:00.000+0000",2,-60],[4,10,4,4,"2018-10-04","EV",20366,"N11192",13930,"ORD","IL",15370,"TUL","OK",1305,1305,0,0,0,0,"1300-1359",1508,1455,-13,0,0,-1,"1500-1559",0,0,585,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T18:05:00.000+0000",0,53],[2,6,1,6,"2019-06-01","DL",19790,"N977AT",13930,"ORD","IL",13487,"MSP","MN",910,902,-8,0,0,-1,"0900-0959",1039,1026,-13,0,0,-1,"1000-1059",0,0,334,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-01T14:10:00.000+0000",8,13],[4,10,25,4,"2018-10-25","DL",19790,"N357NW",10397,"ATL","GA",12945,"LEX","KY",2046,2044,-2,0,0,-1,"2000-2059",2154,2142,-12,0,0,-1,"2100-2159",0,0,304,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-26T00:46:00.000+0000",2,12],[2,6,1,6,"2019-06-01","DL",19790,"N892AT",10397,"ATL","GA",11618,"EWR","NJ",1502,1502,0,0,0,0,"1500-1559",1716,1705,-11,0,0,-1,"1700-1759",0,0,746,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-01T19:02:00.000+0000",0,11],[4,10,25,4,"2018-10-25","DL",19790,"N929AT",14635,"RSW","FL",11193,"CVG","KY",1352,1338,-14,0,0,-1,"1300-1359",1615,1552,-23,0,0,-2,"1600-1659",0,0,879,4,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-25T17:52:00.000+0000",14,63],[2,6,1,6,"2019-06-01","DL",19790,"N349DX",10849,"BZN","MT",13487,"MSP","MN",600,558,-2,0,0,-1,"0600-0659",916,909,-7,0,0,-1,"0900-0959",0,0,874,4,0,0,0,0,0,2019,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2019-06-01T12:00:00.000+0000",42,7],[4,10,25,4,"2018-10-25","DL",19790,"N943DN",13342,"MKE","WI",11433,"DTW","MI",1257,1255,-2,0,0,-1,"1200-1259",1510,1500,-10,0,0,-1,"1500-1559",0,0,237,1,0,0,0,0,0,2018,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2018-10-25T17:57:00.000+0000",2,10],[2,6,1,6,"2019-06-01","DL",19790,"N935AT",10397,"ATL","GA",10431,"AVL","NC",1245,1242,-3,0,0,-1,"1200-1259",1340,1331,-9,0,0,-1,"1300-1359",0,0,164,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-01T16:45:00.000+0000",3,9],[4,10,26,5,"2018-10-26","EV",20366,"N10575",11042,"CLE","OH",11278,"DCA","VA",1233,1227,-6,0,0,-1,"1200-1259",1357,1338,-19,0,0,-2,"1300-1359",0,0,310,2,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-10-26T16:33:00.000+0000",6,19],[2,5,24,5,"2019-05-24","OO",20304,"N177SY",11259,"DAL","TX",14771,"SFO","CA",905,859,-6,0,0,-1,"0900-0959",1105,1111,6,6,0,0,"1100-1159",0,0,1476,6,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-24T14:05:00.000+0000",46,-6],[4,10,5,5,"2018-10-05","EV",20366,"N26545",12266,"IAH","TX",12896,"LBB","TX",1435,1431,-4,0,0,-1,"1400-1459",1618,1612,-6,0,0,-1,"1600-1659",0,0,458,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-05T19:35:00.000+0000",4,6],[2,5,11,6,"2019-05-11","OO",20304,"N726SK",15376,"TUS","AZ",12892,"LAX","CA",601,556,-5,0,0,-1,"0600-0659",749,743,-6,0,0,-1,"0700-0759",0,0,451,2,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-05-11T13:01:00.000+0000",45,6],[4,10,14,7,"2018-10-14","EV",20366,"N29917",12266,"IAH","TX",12896,"LBB","TX",1435,1433,-2,0,0,-1,"1400-1459",1618,1620,2,2,0,0,"1600-1659",0,0,458,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-14T19:35:00.000+0000",2,-2],[2,6,2,7,"2019-06-02","DL",19790,"N341NB",13487,"MSP","MN",13198,"MCI","MO",1328,1321,-7,0,0,-1,"1300-1359",1455,1444,-11,0,0,-1,"1400-1459",0,0,393,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-02T18:28:00.000+0000",7,11],[4,10,23,2,"2018-10-23","EV",20366,"N16559",11618,"EWR","NJ",14524,"RIC","VA",1715,1710,-5,0,0,-1,"1700-1759",1845,1845,0,0,0,0,"1800-1859",0,0,277,2,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-23T21:15:00.000+0000",5,0],[2,5,11,6,"2019-05-11","OO",20304,"N606SK",13232,"MDW","IL",11433,"DTW","MI",1700,1700,0,0,0,0,"1700-1759",1912,1902,-10,0,0,-1,"1900-1959",0,0,228,1,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-11T22:00:00.000+0000",0,10],[4,10,26,5,"2018-10-26","EV",20366,"N14916",15370,"TUL","OK",12266,"IAH","TX",1850,1840,-10,0,0,-1,"1800-1859",2026,1959,-27,0,0,-2,"2000-2059",0,0,429,2,0,0,0,0,0,2018,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2018-10-26T23:50:00.000+0000",10,67],[2,5,11,6,"2019-05-11","OO",20304,"N457SW",10408,"ATW","WI",13487,"MSP","MN",1451,1445,-6,0,0,-1,"1400-1459",1607,1547,-20,0,0,-2,"1600-1659",0,0,236,1,0,0,0,0,0,2019,"KATW","small_airport","Appleton International Airport",918,"NA","US","US-WI","Appleton","KATW","ATW","ATW","-88.5190963745, 44.258098602299995","America/Chicago","2019-05-11T19:51:00.000+0000",6,60],[4,10,25,4,"2018-10-25","DL",19790,"N308DN",11433,"DTW","MI",13487,"MSP","MN",1352,1349,-3,0,0,-1,"1300-1359",1442,1432,-10,0,0,-1,"1400-1459",0,0,528,3,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-25T17:52:00.000+0000",3,10],[2,6,2,7,"2019-06-02","DL",19790,"N815DN",11433,"DTW","MI",14771,"SFO","CA",1225,1222,-3,0,0,-1,"1200-1259",1434,1428,-6,0,0,-1,"1400-1459",0,0,2079,9,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-02T16:25:00.000+0000",3,6],[4,10,18,4,"2018-10-18","EV",20366,"N11192",10185,"AEX","LA",12266,"IAH","TX",1610,1607,-3,0,0,-1,"1600-1659",1721,1736,15,15,1,1,"1700-1759",0,0,190,1,0,0,15,0,0,2018,"KAEX","medium_airport","Alexandria International Airport",89,"NA","US","US-LA","Alexandria","KAEX","AEX","AEX","-92.54979705810547, 31.32740020751953","America/Chicago","2018-10-18T21:10:00.000+0000",3,-15],[2,6,2,7,"2019-06-02","DL",19790,"N852DN",10821,"BWI","MD",11433,"DTW","MI",941,940,-1,0,0,-1,"0900-0959",1112,1113,1,1,0,0,"1100-1159",0,0,409,2,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-02T13:41:00.000+0000",1,-1],[4,10,25,4,"2018-10-25","DL",19790,"N361DN",10821,"BWI","MD",11433,"DTW","MI",600,557,-3,0,0,-1,"0600-0659",738,729,-9,0,0,-1,"0700-0759",0,0,409,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-25T10:00:00.000+0000",43,9],[2,5,11,6,"2019-05-11","YV",20378,"N502MJ",13931,"ORF","VA",12264,"IAD","VA",1445,1433,-12,0,0,-1,"1400-1459",1544,1525,-19,0,0,-2,"1500-1559",0,0,157,1,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-11T18:45:00.000+0000",12,19],[4,10,9,2,"2018-10-09","EV",20366,"N903EV",13930,"ORD","IL",12278,"ICT","KS",2105,2102,-3,0,0,-1,"2100-2159",2307,2320,13,13,0,0,"2300-2359",0,0,588,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-10T02:05:00.000+0000",3,-13],[2,5,14,2,"2019-05-14","YV",20378,"N88301",13487,"MSP","MN",12266,"IAH","TX",800,754,-6,0,0,-1,"0800-0859",1110,1024,-46,0,0,-2,"1100-1159",0,0,1034,5,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-14T13:00:00.000+0000",46,86],[4,10,15,1,"2018-10-15","EV",20366,"N854AS",12278,"ICT","KS",13930,"ORD","IL",800,759,-1,0,0,-1,"0800-0859",959,1016,17,17,1,1,"0900-0959",0,0,588,3,0,0,17,0,0,2018,"KICT","large_airport","Wichita Eisenhower National Airport",1333,"NA","US","US-KS","Wichita","KICT","ICT","ICT","-97.433098, 37.649899","America/Chicago","2018-10-15T13:00:00.000+0000",41,-57]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"QUARTER","type":"\"integer\""},{"metadata":"{}","name":"MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_WEEK","type":"\"integer\""},{"metadata":"{}","name":"FL_DATE","type":"\"string\""},{"metadata":"{}","name":"OP_UNIQUE_CARRIER","type":"\"string\""},{"metadata":"{}","name":"OP_CARRIER_AIRLINE_ID","type":"\"integer\""},{"metadata":"{}","name":"TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"DEST_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"DEST_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"CRS_DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CRS_ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_DELAY","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"ARR_DEL15","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"DIVERTED","type":"\"double\""},{"metadata":"{}","name":"DISTANCE","type":"\"double\""},{"metadata":"{}","name":"DISTANCE_GROUP","type":"\"integer\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""},{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"ident","type":"\"string\""},{"metadata":"{}","name":"type","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"elevation_ft","type":"\"integer\""},{"metadata":"{}","name":"continent","type":"\"string\""},{"metadata":"{}","name":"iso_country","type":"\"string\""},{"metadata":"{}","name":"iso_region","type":"\"string\""},{"metadata":"{}","name":"municipality","type":"\"string\""},{"metadata":"{}","name":"gps_code","type":"\"string\""},{"metadata":"{}","name":"iata_code","type":"\"string\""},{"metadata":"{}","name":"local_code","type":"\"string\""},{"metadata":"{}","name":"coordinates","type":"\"string\""},{"metadata":"{}","name":"tz","type":"\"string\""},{"metadata":"{}","name":"FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"calc_dep_delay","type":"\"integer\""},{"metadata":"{}","name":"calc_arr_delay","type":"\"integer\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_airlines)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5ee2c3e6-4b22-424b-897f-2006ed78c961","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
QUARTERMONTHDAY_OF_MONTHDAY_OF_WEEKFL_DATEOP_UNIQUE_CARRIEROP_CARRIER_AIRLINE_IDTAIL_NUMORIGIN_AIRPORT_IDORIGINORIGIN_STATE_ABRDEST_AIRPORT_IDDESTDEST_STATE_ABRCRS_DEP_TIMEDEP_TIMEDEP_DELAYDEP_DELAY_NEWDEP_DEL15DEP_DELAY_GROUPDEP_TIME_BLKCRS_ARR_TIMEARR_TIMEARR_DELAYARR_DELAY_NEWARR_DEL15ARR_DELAY_GROUPARR_TIME_BLKCANCELLEDDIVERTEDDISTANCEDISTANCE_GROUPCARRIER_DELAYWEATHER_DELAYNAS_DELAYSECURITY_DELAYLATE_AIRCRAFT_DELAYYEARidenttypenameelevation_ftcontinentiso_countryiso_regionmunicipalitygps_codeiata_codelocal_codecoordinatestzFLIGHT_TIMESTAMPcalc_dep_delaycalc_arr_delayCITY_PAIR
251862019-05-18UA19977N1571011057CLTNC11618EWRNJ7107100.00.00.000700-07598599001.01.00.000800-08590.00.0529.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-18T11:10:00.000+00000-41CLT-EWR
4102062018-10-20B620409N284JB12478JFKNY14576ROCNY820814-6.00.00.0-10800-0859941927-14.00.00.0-10900-09590.00.0264.020.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-20T12:20:00.000+0000614JFK-ROC
251862019-05-18UA19977N3747112266IAHTX13198MCIMO20052004-1.00.00.0-12000-20592203225653.053.01.032200-22590.00.0643.030.00.053.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-19T01:05:00.000+00001-53IAH-MCI
4103022018-10-30B620409N506JB14843SJUPR10529BDLCT12331230-3.00.00.0-11200-125916341623-11.00.00.0-11600-16590.00.01666.070.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-10-30T16:33:00.000+0000311SJU-BDL
26642019-06-06YX20452N357FC11433DTWMI12945LEXKY12171215-2.00.00.0-11200-125913311322-9.00.00.0-11300-13590.00.0296.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-06T16:17:00.000+000029DTW-LEX
4103022018-10-30B620409N606JB12478JFKNY12191HOUTX14201412-8.00.00.0-11400-145917241649-35.00.00.0-21700-17590.00.01428.060.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-30T18:20:00.000+0000875JFK-HOU
26642019-06-06YX20452N870RW12953LGANY10792BUFNY21552154-1.00.00.0-12100-2159232323285.05.00.002300-23590.00.0292.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-07T01:55:00.000+00001-5LGA-BUF
4103022018-10-30B620409N775JB12954LGBCA14831SJCCA650640-10.00.00.0-10600-0659810807-3.00.00.0-10800-08590.00.0324.020.00.00.00.00.02018KLGBmedium_airportLong Beach /Daugherty Field/ Airport60NAUSUS-CALong BeachKLGBLGBLGB-118.1520004, 33.81769943America/Los_Angeles2018-10-30T13:50:00.000+0000103LGB-SJC
26752019-06-07YX20452N205JQ12953LGANY11057CLTNC630629-1.00.00.0-10600-0659837832-5.00.00.0-10800-08590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-07T10:30:00.000+000015LGA-CLT
4103132018-10-31B620409N594JB12954LGBCA12478JFKNY20502047-3.00.00.0-12000-2059459449-10.00.00.0-10001-05590.00.02465.0100.00.00.00.00.02018KLGBmedium_airportLong Beach /Daugherty Field/ Airport60NAUSUS-CALong BeachKLGBLGBLGB-118.1520004, 33.81769943America/Los_Angeles2018-11-01T03:50:00.000+0000310LGB-JFK
26752019-06-07YX20452N210JQ15016STLMO12953LGANY600556-4.00.00.0-10600-0659937922-15.00.00.0-10900-09590.00.0888.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-07T11:00:00.000+00004415STL-LGA
4101842018-10-18DL19790N896AT10721BOSMA12953LGANY6306300.00.00.000600-0659752734-18.00.00.0-20700-07590.00.0184.010.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-18T10:30:00.000+0000018BOS-LGA
251862019-05-18UA19977N495UA11292DENCO11433DTWMI10571051-6.00.00.0-11000-105915431536-7.00.00.0-11500-15590.00.01123.050.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-18T16:57:00.000+000067DEN-DTW
4101842018-10-18DL19790N903DE15624VPSFL10397ATLGA10341029-5.00.00.0-11000-105912491240-9.00.00.0-11200-12590.00.0250.020.00.00.00.00.02018KVPSlarge_airportDestin-Ft Walton Beach Airport87NAUSUS-FLValparaisoKVPSVPSVPS-86.525398, 30.4832America/Chicago2018-10-18T15:34:00.000+000059VPS-ATL
251862019-05-18UA19977N7400711618EWRNJ12266IAHTX17451744-1.00.00.0-11700-175920322020-12.00.00.0-12000-20590.00.01400.060.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-18T21:45:00.000+0000112EWR-IAH
4101842018-10-18DL19790N344NW10423AUSTX13487MSPMN610606-4.00.00.0-10600-0659851839-12.00.00.0-10800-08590.00.01042.050.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-18T11:10:00.000+0000412AUS-MSP
261232019-06-12YX20452N809MD10721BOSMA10792BUFNY15151512-3.00.00.0-11500-155916591652-7.00.00.0-11600-16590.00.0395.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-12T19:15:00.000+000037BOS-BUF
4122042018-12-20UA19977N3750412892LAXCA12266IAHTX600554-6.00.00.0-10600-065911131103-10.00.00.0-11100-11590.00.01379.060.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-20T14:00:00.000+00004610LAX-IAH
261232019-06-12YX20452N869RW10721BOSMA12451JAXFL14101406-4.00.00.0-11400-14591707173326.026.01.011700-17590.00.01010.050.00.026.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-12T18:10:00.000+00004-26BOS-JAX
4101842018-10-18DL19790N555NW13487MSPMN13342MKEWI12451243-2.00.00.0-11200-125913561345-11.00.00.0-11300-13590.00.0297.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T17:45:00.000+0000211MSP-MKE
261232019-06-12YX20452N821MD11066CMHOH12953LGANY19151904-11.00.00.0-11900-195921002043-17.00.00.0-22100-21590.00.0479.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-06-12T23:15:00.000+00001157CMH-LGA
4101842018-10-18DL19790N318NB11433DTWMI15016STLMO15331529-4.00.00.0-11500-155916081600-8.00.00.0-11600-16590.00.0440.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-18T19:33:00.000+000048DTW-STL
251752019-05-17UA19977N7325613930ORDIL13485MSNWI14251421-4.00.00.0-11400-1459151715203.03.00.001500-15590.00.0109.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-17T19:25:00.000+00004-3ORD-MSN
4122042018-12-20UA19977N3647612173HNLHI14771SFOCA13101300-10.00.00.0-11300-135920112009-2.00.00.0-12000-20590.00.02398.0100.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-20T23:10:00.000+0000102HNL-SFO
251752019-05-17UA19977N445UA12266IAHTX14683SATTX14201419-1.00.00.0-11400-145915231517-6.00.00.0-11500-15590.00.0191.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-17T19:20:00.000+000016IAH-SAT
4101842018-10-18DL19790N930DN13487MSPMN14100PHLPA20302026-4.00.00.0-12000-205923552347-8.00.00.0-12300-23590.00.0980.040.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-19T01:30:00.000+000048MSP-PHL
261712019-06-17YX20452N201JQ11066CMHOH12478JFKNY17251722-3.00.00.0-11700-175919351913-22.00.00.0-21900-19590.00.0483.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-06-17T21:25:00.000+0000322CMH-JFK
4122042018-12-20UA19977N3620710721BOSMA12266IAHTX715711-4.00.00.0-10700-075910431038-5.00.00.0-11000-10590.00.01597.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-20T12:15:00.000+000045BOS-IAH
251752019-05-17UA19977N2370713930ORDIL11278DCAVA600555-5.00.00.0-10600-0659846827-19.00.00.0-20800-08590.00.0612.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-17T11:00:00.000+00004519ORD-DCA
4121672018-12-16UA19977N3845111292DENCO10423AUSTX20352033-2.00.00.0-12000-205923402326-14.00.00.0-12300-23590.00.0775.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-17T03:35:00.000+0000214DEN-AUS
262522019-06-25HA19690N381HA14679SANCA12173HNLHI920918-2.00.00.0-10900-09591235125015.015.01.011200-12590.00.02614.01115.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-25T16:20:00.000+00002-15SAN-HNL
4101952018-10-19DL19790N915AT14635RSWFL11193CVGKY13521337-15.00.00.0-11300-135916151549-26.00.00.0-21600-16590.00.0879.040.00.00.00.00.02018KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2018-10-19T17:52:00.000+00001566RSW-CVG
26162019-06-01HA19690N214HA13830OGGHI14057PDXOR10351028-7.00.00.0-11000-105919051856-9.00.00.0-11900-19590.00.02562.0110.00.00.00.00.02019PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2019-06-01T20:35:00.000+0000749OGG-PDX
4121672018-12-16UA19977N6784515304TPAFL11618EWRNJ610607-3.00.00.0-10600-0659840827-13.00.00.0-10800-08590.00.0997.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-16T11:10:00.000+0000313TPA-EWR
26642019-06-06HA19690N205HA12982LIHHI12892LAXCA12451239-6.00.00.0-11200-125921302129-1.00.00.0-12100-21590.00.02615.0110.00.00.00.00.02019PHLImedium_airportLihue Airport153NAUSUS-HILihuePHLILIHLIH-159.33900451660156, 21.97599983215332Pacific/Honolulu2019-06-06T22:45:00.000+000061LIH-LAX
4101952018-10-19DL19790N974DL10397ATLGA12217HSVAL859855-4.00.00.0-10800-0859853838-15.00.00.0-10800-08590.00.0151.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-19T12:59:00.000+0000415ATL-HSV
251642019-05-16UA19977N441UA11618EWRNJ11697FLLFL14001356-4.00.00.0-11400-145916571641-16.00.00.0-21600-16590.00.01065.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-16T18:00:00.000+00004416EWR-FLL
4121672018-12-16UA19977N3742710721BOSMA13930ORDIL15001455-5.00.00.0-11500-155916421620-22.00.00.0-21600-16590.00.0867.040.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-16T20:00:00.000+00004522BOS-ORD
26972019-06-09HA19690N218HA12173HNLHI12954LGBCA122512250.00.00.001200-125921002056-4.00.00.0-12100-21590.00.02569.0110.00.00.00.00.02019PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2019-06-09T22:25:00.000+0000044HNL-LGB
4121672018-12-16UA19977N853UA14685SAVGA13930ORDIL12451240-5.00.00.0-11200-125914061357-9.00.00.0-11400-14590.00.0773.040.00.00.00.00.02018KSAVlarge_airportSavannah Hilton Head International Airport50NAUSUS-GASavannahKSAVSAVSAV-81.20210266, 32.12760162America/New_York2018-12-16T17:45:00.000+0000549SAV-ORD
262372019-06-23HA19690N361HA10721BOSMA12173HNLHI920913-7.00.00.0-10900-0959142014244.04.00.001400-14590.00.05095.0110.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-23T13:20:00.000+00007-4BOS-HNL
4101952018-10-19DL19790N676DL14635RSWFL10397ATLGA16591653-6.00.00.0-11600-165918451834-11.00.00.0-11800-18590.00.0515.030.00.00.00.00.02018KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2018-10-19T20:59:00.000+0000611RSW-ATL
262632019-06-26HA19690N477HA12173HNLHI12402ITOHI500457-3.00.00.0-10001-05595505533.03.00.000001-05590.00.0216.010.00.00.00.00.02019PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2019-06-26T15:00:00.000+000043-3HNL-ITO
4121672018-12-16UA19977N1412112892LAXCA10721BOSMA820812-8.00.00.0-10800-0859164416440.00.00.001600-16590.00.02611.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-16T16:20:00.000+000080LAX-BOS
251642019-05-16UA19977N7485611292DENCO13930ORDIL18501849-1.00.00.0-11800-1859220722158.08.00.002200-22590.00.0888.040.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-17T00:50:00.000+00001-8DEN-ORD
4101952018-10-19DL19790N3741S10721BOSMA12892LAXCA155015500.00.00.001500-15591920194525.025.01.011900-19590.00.02611.0110.00.025.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-19T19:50:00.000+00000-25BOS-LAX
25462019-05-04UA19977N6288911292DENCO14107PHXAZ15401535-5.00.00.0-11500-155916341623-11.00.00.0-11600-16590.00.0602.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-04T21:40:00.000+0000511DEN-PHX
4121672018-12-16UA19977N809UA10693BNATN12264IADVA18471837-10.00.00.0-11800-185921182112-6.00.00.0-12100-21590.00.0542.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-17T00:47:00.000+0000106BNA-IAD
262262019-06-22HA19690N488HA12982LIHHI12173HNLHI714710-4.00.00.0-10700-07597507511.01.00.000700-07590.00.0102.010.00.00.00.00.02019PHLImedium_airportLihue Airport153NAUSUS-HILihuePHLILIHLIH-159.33900451660156, 21.97599983215332Pacific/Honolulu2019-06-22T17:14:00.000+00004-1LIH-HNL
4121672018-12-16UA19977N1324814679SANCA13930ORDIL10591050-9.00.00.0-11000-105916581638-20.00.00.0-21600-16590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-16T18:59:00.000+0000920SAN-ORD
26422019-06-04HA19690N489HA12402ITOHI12173HNLHI730727-3.00.00.0-10700-07598238307.07.00.000800-08590.00.0216.010.00.00.00.00.02019PHTOmedium_airportHilo International Airport38NAUSUS-HIHiloPHTOITOITO-155.04800415039062, 19.721399307250977Pacific/Honolulu2019-06-04T17:30:00.000+00003-7ITO-HNL
4101142018-10-11DL19790N968AT12892LAXCA11292DENCO19351930-5.00.00.0-11900-195923022237-25.00.00.0-22300-23590.00.0862.040.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-12T02:35:00.000+0000565LAX-DEN
25462019-05-04UA19977N6988812889LASNV14771SFOCA12371223-14.00.00.0-11200-125914181358-20.00.00.0-21400-14590.00.0414.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-04T19:37:00.000+00001460LAS-SFO
4101142018-10-11DL19790N541US12892LAXCA10397ATLGA535531-4.00.00.0-10001-055912441239-5.00.00.0-11200-12590.00.01947.080.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-11T12:35:00.000+000045LAX-ATL
25462019-05-04UA19977N1212512758KOAHI11292DENCO20001942-18.00.00.0-22000-2059642611-31.00.00.0-20600-06590.00.03329.0110.00.00.00.00.02019PHKOmedium_airportEllison Onizuka Kona International At Keahole Airport47NAUSUS-HIKailua/KonaPHKOKOAKOA-156.045603, 19.738783Pacific/Honolulu2019-05-05T06:00:00.000+00005831KOA-DEN
4103022018-10-30DL19790N582NW14771SFOCA10397ATLGA100710070.00.00.001000-105917331721-12.00.00.0-11700-17590.00.02139.090.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-30T17:07:00.000+0000012SFO-ATL
25462019-05-04UA19977N889UA13930ORDIL11638FATCA19401939-1.00.00.0-11900-195922102151-19.00.00.0-22200-22590.00.01730.070.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-05T00:40:00.000+0000159ORD-FAT
4121562018-12-15UA19977N829UA12953LGANY13930ORDIL18001749-11.00.00.0-11800-185919361907-29.00.00.0-21900-19590.00.0733.030.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-15T23:00:00.000+00005129LGA-ORD
252342019-05-23B620409N179JB10721BOSMA11057CLTNC18351827-8.00.00.0-11800-185921022051-11.00.00.0-12100-21590.00.0728.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-23T22:35:00.000+0000851BOS-CLT
4103022018-10-30DL19790N852DN14057PDXOR11433DTWMI12171216-1.00.00.0-11200-125919231913-10.00.00.0-11900-19590.00.01953.080.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-10-30T19:17:00.000+0000110PDX-DTW
261012019-06-10NK20416N632NK10397ATLGA13495MSYLA16321627-5.00.00.0-11600-16591705172116.016.01.011700-17590.00.0425.020.00.016.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-10T20:32:00.000+00005-16ATL-MSY
412312018-12-03UA19977N1824312264IADVA10529BDLCT815811-4.00.00.0-10800-0859933925-8.00.00.0-10900-09590.00.0326.020.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-03T13:15:00.000+000048IAD-BDL
252452019-05-24B620409N946JL12892LAXCA12478JFKNY530526-4.00.00.0-10001-055914061330-36.00.00.0-21400-14590.00.02475.0100.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-24T12:30:00.000+0000476LAX-JFK
412312018-12-03UA19977N6689313871OMANE11292DENCO937927-10.00.00.0-10900-0959102110309.09.00.001000-10590.00.0472.020.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-03T15:37:00.000+000010-9OMA-DEN
262852019-06-28NK20416N633NK14057PDXOR12889LASNV625619-6.00.00.0-10600-0659836824-12.00.00.0-10800-08590.00.0763.040.00.00.00.00.02019KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2019-06-28T13:25:00.000+0000612PDX-LAS
4103022018-10-30DL19790N332DN13487MSPMN12892LAXCA845842-3.00.00.0-10800-085910451043-2.00.00.0-11000-10590.00.01535.070.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-30T13:45:00.000+000032MSP-LAX
263072019-06-30NK20416N510NK13577MYRSC11298DFWTX12001157-3.00.00.0-11200-125913501344-6.00.00.0-11300-13590.00.01048.050.00.00.00.00.02019KMYRmedium_airportMyrtle Beach International Airport25NAUSUS-SCMyrtle BeachKMYRMYRMYR-78.9282989502, 33.6796989441America/New_York2019-06-30T16:00:00.000+0000436MYR-DFW
4103022018-10-30DL19790N908DA10397ATLGA14122PITPA16201617-3.00.00.0-11600-165917561743-13.00.00.0-11700-17590.00.0526.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T20:20:00.000+0000313ATL-PIT
252452019-05-24B620409N247JB14524RICVA11697FLLFL17001659-1.00.00.0-11700-175919231906-17.00.00.0-21900-19590.00.0805.040.00.00.00.00.02019KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2019-05-24T21:00:00.000+00004117RIC-FLL
412312018-12-03UA19977N7652312264IADVA14771SFOCA12301223-7.00.00.0-11200-125915271511-16.00.00.0-21500-15590.00.02419.0100.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-03T17:30:00.000+0000716IAD-SFO
252452019-05-24B620409N807JB12478JFKNY12451JAXFL810808-2.00.00.0-10800-085910551044-11.00.00.0-11000-10590.00.0828.040.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-24T12:10:00.000+0000211JFK-JAX
412312018-12-03UA19977N6680811618EWRNJ13930ORDIL900857-3.00.00.0-10900-0959103410351.01.00.001000-10590.00.0719.030.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-03T14:00:00.000+000043-1EWR-ORD
26752019-06-07NK20416N657NK12266IAHTX13204MCOFL13321328-4.00.00.0-11300-135916571655-2.00.00.0-11600-16590.00.0854.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-07T18:32:00.000+000042IAH-MCO
412312018-12-03UA19977N3644711292DENCO12892LAXCA111511150.00.00.001100-115912451232-13.00.00.0-11200-12590.00.0862.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-03T18:15:00.000+0000013DEN-LAX
26422019-06-04NK20416N626NK13930ORDIL13577MYRSC808802-6.00.00.0-10800-085911101109-1.00.00.0-11100-11590.00.0753.040.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-04T13:08:00.000+000061ORD-MYR
4103022018-10-30DL19790N988DL10397ATLGA10980CHATN16291623-6.00.00.0-11600-165917121704-8.00.00.0-11700-17590.00.0106.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T20:29:00.000+000068ATL-CHA
252452019-05-24B620409N607JB14027PBIFL12197HPNNY150115010.00.00.001500-155917521744-8.00.00.0-11700-17590.00.01056.050.00.00.00.00.02019KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2019-05-24T19:01:00.000+000008PBI-HPN
412312018-12-03UA19977N768UA12173HNLHI11292DENCO21202113-7.00.00.0-12100-2159652635-17.00.00.0-20600-06590.00.03365.0110.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-04T07:20:00.000+0000717HNL-DEN
26862019-06-08NK20416N664NK11298DFWTX12892LAXCA16101609-1.00.00.0-11600-16591726173812.012.00.001700-17590.00.01235.050.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-08T21:10:00.000+00001-12DFW-LAX
4103022018-10-30DL19790N975DL11995GSONC10397ATLGA14411437-4.00.00.0-11400-145915581548-10.00.00.0-11500-15590.00.0306.020.00.00.00.00.02018KGSOlarge_airportPiedmont Triad International Airport925NAUSUS-NCGreensboroKGSOGSOGSO-79.93730163574219, 36.097801208496094America/New_York2018-10-30T18:41:00.000+0000410GSO-ATL
252562019-05-25B620409N979JT11697FLLFL14771SFOCA823815-8.00.00.0-10800-085911361108-28.00.00.0-21100-11590.00.02584.0110.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-25T12:23:00.000+0000828FLL-SFO
4103022018-10-30DL19790N912DN11433DTWMI10529BDLCT840834-6.00.00.0-10800-085910191018-1.00.00.0-11000-10590.00.0549.030.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-30T12:40:00.000+000061DTW-BDL
252562019-05-25B620409N561JB12478JFKNY10994CHSSC629623-6.00.00.0-10600-0659836815-21.00.00.0-20800-08590.00.0636.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-25T10:29:00.000+0000621JFK-CHS
4103022018-10-30DL19790N331NW13303MIAFL12953LGANY705659-6.00.00.0-10700-0759100810102.02.00.001000-10590.00.01096.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-30T11:05:00.000+000046-2MIA-LGA
252562019-05-25B620409N588JB12954LGBCA14057PDXOR18261814-12.00.00.0-11800-1859204120421.01.00.002000-20590.00.0846.040.00.00.00.00.02019KLGBmedium_airportLong Beach /Daugherty Field/ Airport60NAUSUS-CALong BeachKLGBLGBLGB-118.1520004, 33.81769943America/Los_Angeles2019-05-26T01:26:00.000+000012-1LGB-PDX
412272018-12-02UA19977N3847913930ORDIL11292DENCO14151414-1.00.00.0-11400-145915561549-7.00.00.0-11500-15590.00.0888.040.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-02T20:15:00.000+000017ORD-DEN
252562019-05-25B620409N192JB11433DTWMI10721BOSMA545536-9.00.00.0-10001-0559731712-19.00.00.0-20700-07590.00.0632.030.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-25T09:45:00.000+0000919DTW-BOS
4103022018-10-30DL19790N909DA10397ATLGA14683SATTX17541745-9.00.00.0-11700-175919181902-16.00.00.0-21900-19590.00.0874.040.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T21:54:00.000+0000916ATL-SAT
252562019-05-25B620409N537JT14843SJUPR13204MCOFL10471044-3.00.00.0-11000-105913551326-29.00.00.0-21300-13590.00.01189.050.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-05-25T14:47:00.000+0000329SJU-MCO
4103022018-10-30DL19790N587NW13487MSPMN14747SEAWA18151814-1.00.00.0-11800-185920041955-9.00.00.0-12000-20590.00.01399.060.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-30T23:15:00.000+0000149MSP-SEA
252562019-05-25B620409N247JB12451JAXFL11697FLLFL19361924-12.00.00.0-11900-195920552034-21.00.00.0-22000-20590.00.0319.020.00.00.00.00.02019KJAXlarge_airportJacksonville International Airport30NAUSUS-FLJacksonvilleKJAXJAXJAX-81.68789672851562, 30.49410057067871America/New_York2019-05-25T23:36:00.000+00001221JAX-FLL
412272018-12-02UA19977N2421213930ORDIL14831SJCCA194119410.00.00.001900-195922212159-22.00.00.0-22200-22590.00.01829.080.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-03T01:41:00.000+0000062ORD-SJC
252672019-05-26B620409N358JB10721BOSMA11042CLEOH17061704-2.00.00.0-11700-175919101907-3.00.00.0-11900-19590.00.0563.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-26T21:06:00.000+000023BOS-CLE
412272018-12-02UA19977N1724514576ROCNY13930ORDIL800758-2.00.00.0-10800-0859902853-9.00.00.0-10900-09590.00.0528.030.00.00.00.00.02018KROClarge_airportGreater Rochester International Airport559NAUSUS-NYRochesterKROCROCROC-77.67240142822266, 43.118900299072266America/New_York2018-12-02T13:00:00.000+00004249ROC-ORD
252672019-05-26B620409N307JB10721BOSMA14122PITPA18051803-2.00.00.0-11800-185919561955-1.00.00.0-11900-19590.00.0496.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-26T22:05:00.000+000021BOS-PIT
410662018-10-06F920436N329FR11292DENCO10643BKGMO16021556-6.00.00.0-11600-165918561845-11.00.00.0-11800-18590.00.0665.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-06T22:02:00.000+00004611DEN-BKG
252712019-05-27B620409N775JB11042CLEOH11697FLLFL700650-10.00.00.0-10700-0759947926-21.00.00.0-20900-09590.00.01062.050.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-27T11:00:00.000+00005021CLE-FLL
412272018-12-02UA19977N2971710693BNATN11618EWRNJ755752-3.00.00.0-10700-075911031047-16.00.00.0-21100-11590.00.0748.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-02T13:55:00.000+0000356BNA-EWR
261672019-06-16NK20416N684NK11433DTWMI11292DENCO700658-2.00.00.0-10700-0759759749-10.00.00.0-10700-07590.00.01123.050.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-16T11:00:00.000+00004210DTW-DEN
412272018-12-02UA19977N1410212892LAXCA12264IADVA22352232-3.00.00.0-12200-2259612550-22.00.00.0-20600-06590.00.02288.0100.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-03T06:35:00.000+0000362LAX-IAD
252712019-05-27B620409N236JB10721BOSMA11278DCAVA14201403-17.00.00.0-21400-145915591543-16.00.00.0-21500-15590.00.0399.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-27T18:20:00.000+00001716BOS-DCA
410922018-10-09F920436N233FR13204MCOFL12339INDIN745737-8.00.00.0-10700-07591010950-20.00.00.0-21000-10590.00.0829.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-09T11:45:00.000+0000860MCO-IND
252712019-05-27B620409N648JB14843SJUPR11618EWRNJ16541643-11.00.00.0-11600-165920572039-18.00.00.0-22000-20590.00.01608.070.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-05-27T20:54:00.000+00001118SJU-EWR
412162018-12-01WN19393N7864B12191HOUTX11481ECPFL14501449-1.00.00.0-11400-145916251612-13.00.00.0-11600-16590.00.0571.030.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-01T20:50:00.000+0000113HOU-ECP
262152019-06-21YV20378N8835912266IAHTX14683SATTX735734-1.00.00.0-10700-07598328353.03.00.000800-08590.00.0191.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-21T12:35:00.000+00001-3IAH-SAT
410922018-10-09F920436N719FR12889LASNV11292DENCO12051202-3.00.00.0-11200-125915031455-8.00.00.0-11500-15590.00.0628.030.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-10-09T19:05:00.000+0000348LAS-DEN
26312019-06-03YV20378N501MJ12264IADVA14307PVDRI12451244-1.00.00.0-11200-12591409141910.010.00.001400-14590.00.0371.020.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-03T16:45:00.000+00001-10IAD-PVD
412162018-12-01WN19393N238WN12191HOUTX15016STLMO21002059-1.00.00.0-12100-215922502239-11.00.00.0-12200-22590.00.0687.030.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-02T03:00:00.000+00004111HOU-STL
26312019-06-03YV20378N503MJ12264IADVA12953LGANY170517050.00.00.001700-1759184318430.00.00.001800-18590.00.0229.010.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-03T21:05:00.000+000000IAD-LGA
412162018-12-01WN19393N7828A12892LAXCA14107PHXAZ13301328-2.00.00.0-11300-135916001534-26.00.00.0-21600-16590.00.0370.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T21:30:00.000+0000266LAX-PHX
261342019-06-13YV20378N8730212266IAHTX13487MSPMN18101807-3.00.00.0-11800-185920592052-7.00.00.0-12000-20590.00.01034.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T23:10:00.000+000037IAH-MSP
412162018-12-01WN19393N7715E12892LAXCA14831SJCCA10501048-2.00.00.0-11000-105912051204-1.00.00.0-11200-12590.00.0308.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T18:50:00.000+000021LAX-SJC
262852019-06-28YV20378N8934211298DFWTX12266IAHTX5355350.00.00.000001-0559639634-5.00.00.0-10600-06590.00.0224.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-28T10:35:00.000+000005DFW-IAH
412162018-12-01WN19393N7706A12892LAXCA15376TUSAZ11551150-5.00.00.0-11100-115914351400-35.00.00.0-21400-14590.00.0451.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T19:55:00.000+0000535LAX-TUS
261712019-06-17YV20378N8734512264IADVA11298DFWTX8458450.00.00.000800-085911001050-10.00.00.0-11100-11590.00.01172.050.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-17T12:45:00.000+0000050IAD-DFW
412162018-12-01WN19393N969WN13204MCOFL10693BNATN11501148-2.00.00.0-11100-115912451242-3.00.00.0-11200-12590.00.0616.030.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-01T16:50:00.000+000023MCO-BNA
262632019-06-26YV20378N510MJ12264IADVA13198MCIMO900854-6.00.00.0-10900-095910381020-18.00.00.0-21000-10590.00.0926.040.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-26T13:00:00.000+00004618IAD-MCI
4101142018-10-11F920436N718FR14307PVDRI13577MYRSC17311724-7.00.00.0-11700-175919301924-6.00.00.0-11900-19590.00.0690.030.00.00.00.00.02018KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2018-10-11T21:31:00.000+000076PVD-MYR
262742019-06-27YV20378N8832712266IAHTX12206HRLTX19441943-1.00.00.0-11900-195920522047-5.00.00.0-12000-20590.00.0295.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-28T00:44:00.000+000015IAH-HRL
4101362018-10-13F920436N338FR11292DENCO14831SJCCA842831-11.00.00.0-10800-08591023955-28.00.00.0-21000-10590.00.0948.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-13T14:42:00.000+00001168DEN-SJC
262522019-06-25YV20378N8535812266IAHTX11540ELPTX745742-3.00.00.0-10700-0759837834-3.00.00.0-10800-08590.00.0667.030.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-25T12:45:00.000+000033IAH-ELP
412162018-12-01WN19393N762SW14843SJUPR13232MDWIL16151612-3.00.00.0-11600-165919251908-17.00.00.0-21900-19590.00.02057.090.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-01T20:15:00.000+0000317SJU-MDW
261342019-06-13YV20378N8535812266IAHTX13871OMANE15051458-7.00.00.0-11500-155917151705-10.00.00.0-11700-17590.00.0781.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T20:05:00.000+00004710IAH-OMA
412162018-12-01WN19393N718SW14908SNACA12889LASNV810808-2.00.00.0-10800-0859915909-6.00.00.0-10900-09590.00.0226.010.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-01T16:10:00.000+000026SNA-LAS
261712019-06-17YV20378N518LR12266IAHTX12451JAXFL1000959-1.00.00.0-11000-105913131304-9.00.00.0-11300-13590.00.0817.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-17T15:00:00.000+0000419IAH-JAX
412272018-12-02WN19393N8631A10693BNATN14107PHXAZ830824-6.00.00.0-10800-085911301120-10.00.00.0-11100-11590.00.01449.060.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-02T14:30:00.000+0000610BNA-PHX
26272019-06-02YV20378N8635013422MOBAL12266IAHTX700654-6.00.00.0-10700-0759849818-31.00.00.0-20800-08590.00.0427.020.00.00.00.00.02019KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2019-06-02T12:00:00.000+00004631MOB-IAH
412272018-12-02WN19393N8556Z11259DALTX12191HOUTX12301226-4.00.00.0-11200-1259133513361.01.00.001300-13590.00.0239.010.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-02T18:30:00.000+00004-1DAL-HOU
262742019-06-27EV20366N1415813930ORDIL15016STLMO755744-11.00.00.0-10700-0759915913-2.00.00.0-10900-09590.00.0258.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-27T12:55:00.000+0000112ORD-STL
412272018-12-02WN19393N929WN11292DENCO11986GRRMI130013000.00.00.001300-135917201717-3.00.00.0-11700-17590.00.01015.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-02T20:00:00.000+000003DEN-GRR
26642019-06-06EV20366N1256411996GSPSC13930ORDIL800757-3.00.00.0-10800-0859908907-1.00.00.0-10900-09590.00.0577.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-06-06T12:00:00.000+0000431GSP-ORD
412272018-12-02WN19393N796SW12191HOUTX15370TULOK810804-6.00.00.0-10800-0859935916-19.00.00.0-20900-09590.00.0453.020.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-02T14:10:00.000+0000619HOU-TUL
261232019-06-12EV20366N1711515412TYSTN12266IAHTX933932-1.00.00.0-10900-0959104910545.05.00.001000-10590.00.0771.040.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-06-12T13:33:00.000+00001-5TYS-IAH
410772018-10-07WN19393N8671D12191HOUTX12339INDIN11051104-1.00.00.0-11100-115914201411-9.00.00.0-11400-14590.00.0861.040.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-10-07T16:05:00.000+000019HOU-IND
26312019-06-03EV20366N1490512951LFTLA12266IAHTX17511736-15.00.00.0-11700-175919001853-7.00.00.0-11900-19590.00.0201.010.00.00.00.00.02019KLFTlarge_airportLafayette Regional Airport42NAUSUS-LALafayetteKLFTLFTLFT-91.98760223, 30.20529938America/Chicago2019-06-03T22:51:00.000+00001547LFT-IAH
412272018-12-02WN19393N943WN13296MHTNH10821BWIMD16301626-4.00.00.0-11600-165918051759-6.00.00.0-11800-18590.00.0377.020.00.00.00.00.02018KMHTlarge_airportManchester-Boston Regional Airport266NAUSUS-NHManchesterKMHTMHTMHT-71.435699, 42.932598America/New_York2018-12-02T21:30:00.000+0000446MHT-BWI
251162019-05-11NK20416N647NK13796OAKCA12889LASNV14001359-1.00.00.0-11400-145915261520-6.00.00.0-11500-15590.00.0407.020.00.00.00.00.02019KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2019-05-11T21:00:00.000+0000416OAK-LAS
412272018-12-02WN19393N732SW13891ONTCA14893SMFCA213021300.00.00.002100-2159224522472.02.00.002200-22590.00.0390.020.00.00.00.00.02018KONTlarge_airportOntario International Airport944NAUSUS-CAOntarioKONTONTONT-117.60099792480469, 34.055999755859375America/Los_Angeles2018-12-03T05:30:00.000+00000-2ONT-SMF
261122019-06-11EV20366N1414815370TULOK12266IAHTX18501840-10.00.00.0-11800-185920272013-14.00.00.0-12000-20590.00.0429.020.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-06-11T23:50:00.000+00001014TUL-IAH
410772018-10-07WN19393N761RR13232MDWIL15016STLMO10251022-3.00.00.0-11000-105911301128-2.00.00.0-11100-11590.00.0251.020.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-07T15:25:00.000+000032MDW-STL
251422019-05-14NK20416N901NK14747SEAWA12266IAHTX5958-1.00.00.0-10001-0559705703-2.00.00.0-10700-07590.00.01874.080.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-05-14T07:59:00.000+000012SEA-IAH
410772018-10-07WN19393N901WN13495MSYLA11259DALTX1000959-1.00.00.0-11000-105911251115-10.00.00.0-11100-11590.00.0436.020.00.00.00.00.02018KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2018-10-07T15:00:00.000+00004110MSY-DAL
26272019-06-02EV20366N1154811042CLEOH12953LGANY10481039-9.00.00.0-11000-105912291210-19.00.00.0-21200-12590.00.0419.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-02T14:48:00.000+0000919CLE-LGA
410772018-10-07WN19393N8321D13796OAKCA12191HOUTX12451239-6.00.00.0-11200-1259183018311.01.00.001800-18590.00.01642.070.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-07T19:45:00.000+00006-1OAK-HOU
26972019-06-09EV20366N1397912206HRLTX12266IAHTX12101201-9.00.00.0-11200-125913221311-11.00.00.0-11300-13590.00.0295.020.00.00.00.00.02019KHRLmedium_airportValley International Airport36NAUSUS-TXHarlingenKHRLHRLHRL-97.65440368652344, 26.228500366210938America/Chicago2019-06-09T17:10:00.000+0000911HRL-IAH
410772018-10-07WN19393N280WN13891ONTCA12889LASNV725723-2.00.00.0-10700-0759825814-11.00.00.0-10800-08590.00.0197.010.00.00.00.00.02018KONTlarge_airportOntario International Airport944NAUSUS-CAOntarioKONTONTONT-117.60099792480469, 34.055999755859375America/Los_Angeles2018-10-07T14:25:00.000+0000211ONT-LAS
262372019-06-23EV20366N1591213930ORDIL12278ICTKS12551248-7.00.00.0-11200-125914581445-13.00.00.0-11400-14590.00.0588.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-23T17:55:00.000+0000713ORD-ICT
412272018-12-02WN19393N211WN14771SFOCA10800BURCA910902-8.00.00.0-10900-095910251005-20.00.00.0-21000-10590.00.0326.020.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-02T17:10:00.000+0000820SFO-BUR
262742019-06-27EV20366N1955411278DCAVA11042CLEOH615600-15.00.00.0-10600-0659740716-24.00.00.0-20700-07590.00.0310.020.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-27T10:15:00.000+00001524DCA-CLE
410772018-10-07WN19393N939WN14122PITPA10693BNATN800758-2.00.00.0-10800-0859835819-16.00.00.0-20800-08590.00.0462.020.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-10-07T12:00:00.000+00004216PIT-BNA
253152019-05-31NK20416N695NK10821BWIMD13204MCOFL620616-4.00.00.0-10600-0659840830-10.00.00.0-10800-08590.00.0787.040.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-31T10:20:00.000+0000410BWI-MCO
412272018-12-02WN19393N781WN14831SJCCA14747SEAWA12251223-2.00.00.0-11200-125914351432-3.00.00.0-11400-14590.00.0696.030.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-12-02T20:25:00.000+000023SJC-SEA
25832019-05-08NK20416N519NK13198MCIMO13577MYRSC940932-8.00.00.0-10900-095913051252-13.00.00.0-11300-13590.00.0959.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-08T14:40:00.000+0000853MCI-MYR
412272018-12-02WN19393N465WN14843SJUPR11697FLLFL645640-5.00.00.0-10600-0659835824-11.00.00.0-10800-08590.00.01046.050.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-02T10:45:00.000+0000511SJU-FLL
25572019-05-05NK20416N607NK10397ATLGA12892LAXCA12171214-3.00.00.0-11200-1259140614071.01.00.001400-14590.00.01947.080.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-05T16:17:00.000+00003-1ATL-LAX
410772018-10-07WN19393N953WN14492RDUNC13198MCIMO12251222-3.00.00.0-11200-125914001340-20.00.00.0-21400-14590.00.0904.040.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-07T16:25:00.000+0000360RDU-MCI
25832019-05-08NK20416N603NK11697FLLFL10397ATLGA930927-3.00.00.0-10900-095911271126-1.00.00.0-11100-11590.00.0581.030.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-08T13:30:00.000+000031FLL-ATL
410772018-10-07WN19393N428WN14679SANCA10821BWIMD11301120-10.00.00.0-11100-115919251904-21.00.00.0-21900-19590.00.02295.0100.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-07T18:30:00.000+00001021SAN-BWI
252562019-05-25NK20416N692NK13204MCOFL11298DFWTX10101007-3.00.00.0-11000-105911551138-17.00.00.0-21100-11590.00.0985.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-25T14:10:00.000+0000317MCO-DFW
4122632018-12-26WN19393N769SW14683SATTX14107PHXAZ615612-3.00.00.0-10600-0659745734-11.00.00.0-10700-07590.00.0843.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-12-26T12:15:00.000+0000311SAT-PHX
25722019-05-07NK20416N902NK13930ORDIL11697FLLFL515511-4.00.00.0-10001-0559917856-21.00.00.0-20900-09590.00.01182.050.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-07T10:15:00.000+0000461ORD-FLL
410772018-10-07WN19393N473WN15016STLMO14771SFOCA14201419-1.00.00.0-11400-145916451623-22.00.00.0-21600-16590.00.01735.070.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-10-07T19:20:00.000+0000122STL-SFO
26752019-06-07EV20366N1697612266IAHTX13256MFETX12151210-5.00.00.0-11200-12591329134819.019.01.011300-13590.00.0316.020.00.019.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-07T17:15:00.000+00005-19IAH-MFE
4122632018-12-26WN19393N8522P14893SMFCA11292DENCO825818-7.00.00.0-10800-0859114011400.00.00.001100-11590.00.0909.040.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-12-26T16:25:00.000+000070SMF-DEN
252232019-05-22NK20416N636NK10721BOSMA13204MCOFL15501545-5.00.00.0-11500-155919051841-24.00.00.0-21900-19590.00.01121.050.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-22T19:50:00.000+0000564BOS-MCO
410812018-10-08WN19393N569WN10821BWIMD13198MCIMO845840-5.00.00.0-10800-085910401032-8.00.00.0-11000-10590.00.0967.040.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-08T12:45:00.000+000058BWI-MCI
252452019-05-24NK20416N504NK11066CMHOH11697FLLFL6006000.00.00.000600-0659837815-22.00.00.0-20800-08590.00.0973.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-24T10:00:00.000+0000022CMH-FLL
410812018-10-08WN19393N916WN11042CLEOH10821BWIMD605600-5.00.00.0-10600-06597207200.00.00.000700-07590.00.0314.020.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-10-08T10:05:00.000+000050CLE-BWI
252452019-05-24NK20416N502NK14100PHLPA13495MSYLA14361425-11.00.00.0-11400-145917001632-28.00.00.0-21700-17590.00.01089.050.00.00.00.00.02019KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2019-05-24T18:36:00.000+00001168PHL-MSY
410812018-10-08WN19393N8629A11292DENCO13204MCOFL935934-1.00.00.0-10900-09591500153434.034.01.021500-15590.00.01546.070.00.034.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-08T15:35:00.000+00001-34DEN-MCO
251532019-05-15NK20416N617NK10397ATLGA13487MSPMN11041101-3.00.00.0-11100-1159124912523.03.00.001200-12590.00.0907.040.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-15T15:04:00.000+00003-3ATL-MSP
4122742018-12-27WN19393N718SW11066CMHOH14635RSWFL5205200.00.00.000001-0559755747-8.00.00.0-10700-07590.00.0930.040.00.00.00.00.02018KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2018-12-27T10:20:00.000+000008CMH-RSW
252452019-05-24NK20416N646NK11697FLLFL13930ORDIL22102202-8.00.00.0-12200-2259272355-32.00.00.0-20001-05590.00.01182.050.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-25T02:10:00.000+00008-2328FLL-ORD
410812018-10-08WN19393N932WN11697FLLFL13495MSYLA925919-6.00.00.0-10900-095910201004-16.00.00.0-21000-10590.00.0674.030.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-10-08T13:25:00.000+0000616FLL-MSY
26532019-06-05F920436N201FR10792BUFNY14492RDUNC11311116-15.00.00.0-11100-115913111248-23.00.00.0-21300-13590.00.0487.020.00.00.00.00.02019KBUFlarge_airportBuffalo Niagara International Airport728NAUSUS-NYBuffaloKBUFBUFBUF-78.73220062, 42.94049835America/New_York2019-06-05T15:31:00.000+00001563BUF-RDU
410812018-10-08WN19393N287WN13232MDWIL13487MSPMN700658-2.00.00.0-10700-0759830828-2.00.00.0-10800-08590.00.0349.020.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-08T12:00:00.000+0000422MDW-MSP
26532019-06-05F920436N342FR10397ATLGA11109COSCO15401528-12.00.00.0-11500-155917001631-29.00.00.0-21700-17590.00.01184.050.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T19:40:00.000+00001269ATL-COS
410812018-10-08WN19393N419WN13232MDWIL14492RDUNC830828-2.00.00.0-10800-0859112011222.02.00.001100-11590.00.0632.030.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-08T13:30:00.000+00002-2MDW-RDU
26532019-06-05F920436N350FR14771SFOCA11292DENCO5549-6.00.00.0-10001-0559433408-25.00.00.0-20001-05590.00.0967.040.00.00.00.00.02019KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2019-06-05T07:55:00.000+0000625SFO-DEN
4122742018-12-27WN19393N8548P13198MCIMO11259DALTX10051002-3.00.00.0-11000-1059113511405.05.00.001100-11590.00.0461.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-27T16:05:00.000+00003-5MCI-DAL
26642019-06-06F920436N723FR11042CLEOH12889LASNV21202117-3.00.00.0-12100-215922522229-23.00.00.0-22200-22590.00.01824.080.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-07T01:20:00.000+0000323CLE-LAS
410812018-10-08WN19393N714CB13342MKEWI11042CLEOH163016300.00.00.001600-1659184018400.00.00.001800-18590.00.0328.020.00.00.00.00.02018KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2018-10-08T21:30:00.000+000000MKE-CLE
252452019-05-24NK20416N673NK11433DTWMI12889LASNV11081107-1.00.00.0-11100-1159122512305.05.00.001200-12590.00.01749.070.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-24T15:08:00.000+00001-5DTW-LAS
410812018-10-08WN19393N490WN13931ORFVA10821BWIMD12301225-5.00.00.0-11200-125913251314-11.00.00.0-11300-13590.00.0159.010.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-10-08T16:30:00.000+0000511ORF-BWI
25242019-05-02NK20416N680NK11697FLLFL11433DTWMI710704-6.00.00.0-10700-07591008957-11.00.00.0-11000-10590.00.01127.050.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-02T11:10:00.000+0000651FLL-DTW
410812018-10-08WN19393N556WN14107PHXAZ15370TULOK10351031-4.00.00.0-11000-105915051457-8.00.00.0-11500-15590.00.0935.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-08T17:35:00.000+0000448PHX-TUL
251052019-05-10NK20416N651NK13495MSYLA12266IAHTX845841-4.00.00.0-10800-08591007103023.023.01.011000-10590.00.0305.020.00.023.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-10T13:45:00.000+00004-23MSY-IAH
410812018-10-08WN19393N776WN14679SANCA13796OAKCA10101007-3.00.00.0-11000-105911401133-7.00.00.0-11100-11590.00.0446.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-08T17:10:00.000+000037SAN-OAK
26752019-06-07F920436N719FR14100PHLPA13204MCOFL14011358-3.00.00.0-11400-145916401623-17.00.00.0-21600-16590.00.0861.040.00.00.00.00.02019KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2019-06-07T18:01:00.000+00004317PHL-MCO
4122742018-12-27WN19393N723SW14193PNSFL10693BNATN755754-1.00.00.0-10700-0759915904-11.00.00.0-10900-09590.00.0391.020.00.00.00.00.02018KPNSmedium_airportPensacola International Airport121NAUSUS-FLPensacolaKPNSPNSPNS-87.1866, 30.4734America/Chicago2018-12-27T13:55:00.000+0000111PNS-BNA
252232019-05-22NK20416N694NK12339INDIN12889LASNV20472045-2.00.00.0-12000-205921502149-1.00.00.0-12100-21590.00.01590.070.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-23T00:47:00.000+000021IND-LAS
4122742018-12-27WN19393N8553W14492RDUNC12191HOUTX141514150.00.00.001400-14591620163414.014.00.001600-16590.00.01050.050.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-12-27T19:15:00.000+00000-14RDU-HOU
251422019-05-14NK20416N601NK12889LASNV14057PDXOR22402234-6.00.00.0-12200-22595540-15.00.00.0-10001-05590.00.0763.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-15T05:40:00.000+0000615LAS-PDX
410812018-10-08WN19393N8316H15304TPAFL11697FLLFL192019200.00.00.001900-195920252024-1.00.00.0-12000-20590.00.0197.010.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-08T23:20:00.000+000001TPA-FLL
25722019-05-07NK20416N639NK10397ATLGA10821BWIMD700656-4.00.00.0-10700-0759849842-7.00.00.0-10800-08590.00.0577.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-07T11:00:00.000+0000447ATL-BWI
4122412018-12-24WN19393N8549Z13204MCOFL13198MCIMO17151710-5.00.00.0-11700-175919151858-17.00.00.0-21900-19590.00.01072.050.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-24T22:15:00.000+0000557MCO-MCI
251052019-05-10NK20416N901NK11292DENCO12889LASNV11401137-3.00.00.0-11100-115912361219-17.00.00.0-21200-12590.00.0628.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-10T17:40:00.000+0000317DEN-LAS
4101142018-10-11WN19393N567WN12892LAXCA10423AUSTX8508500.00.00.000800-085914001327-33.00.00.0-21400-14590.00.01242.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-11T15:50:00.000+0000073LAX-AUS
25242019-05-02NK20416N908NK11433DTWMI10397ATLGA18491845-4.00.00.0-11800-185920542038-16.00.00.0-22000-20590.00.0594.030.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-02T22:49:00.000+0000416DTW-ATL
4101142018-10-11WN19393N926WN13198MCIMO11259DALTX810808-2.00.00.0-10800-0859940937-3.00.00.0-10900-09590.00.0461.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-11T13:10:00.000+000023MCI-DAL
251862019-05-18NK20416N684NK13930ORDIL12266IAHTX942940-2.00.00.0-10900-095912311212-19.00.00.0-21200-12590.00.0925.040.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-18T14:42:00.000+0000219ORD-IAH
4122412018-12-24WN19393N7721E14679SANCA12889LASNV14551453-2.00.00.0-11400-145916051601-4.00.00.0-11600-16590.00.0258.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-24T22:55:00.000+000024SAN-LAS
261012019-06-10F920436N351FR13487MSPMN11042CLEOH11121106-6.00.00.0-11100-115914071354-13.00.00.0-11400-14590.00.0622.030.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-10T16:12:00.000+0000653MSP-CLE
4122412018-12-24WN19393N954WN14831SJCCA14679SANCA18451838-7.00.00.0-11800-185920051957-8.00.00.0-12000-20590.00.0417.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-12-25T02:45:00.000+0000748SJC-SAN
25832019-05-08NK20416N601NK11697FLLFL15304TPAFL22552251-4.00.00.0-12200-225923552345-10.00.00.0-12300-23590.00.0197.010.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-09T02:55:00.000+0000410FLL-TPA
4122412018-12-24WN19393N457WN14893SMFCA10821BWIMD730727-3.00.00.0-10700-075915201502-18.00.00.0-21500-15590.00.02395.0100.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-12-24T15:30:00.000+0000318SMF-BWI
252452019-05-24WN19393N8317M12173HNLHI13830OGGHI15251523-2.00.00.0-11500-155916151608-7.00.00.0-11600-16590.00.0100.010.00.00.00.00.02019PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2019-05-25T01:25:00.000+000027HNL-OGG
4122412018-12-24WN19393N933WN15016STLMO12191HOUTX13401339-1.00.00.0-11300-135915451537-8.00.00.0-11500-15590.00.0687.030.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-12-24T19:40:00.000+000018STL-HOU
252452019-05-24WN19393N729SW12889LASNV14570RNONV9059050.00.00.000900-095910301020-10.00.00.0-11000-10590.00.0345.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-24T16:05:00.000+0000010LAS-RNO
4101142018-10-11WN19393N569WN13796OAKCA14747SEAWA16101606-4.00.00.0-11600-165918101804-6.00.00.0-11800-18590.00.0672.030.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-11T23:10:00.000+000046OAK-SEA
262372019-06-23OO20304N809SK12266IAHTX14869SLCUT645641-4.00.00.0-10600-0659852846-6.00.00.0-10800-08590.00.01195.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-23T11:45:00.000+000046IAH-SLC
4122412018-12-24WN19393N432WN15376TUSAZ14679SANCA945939-6.00.00.0-10900-09591005950-15.00.00.0-11000-10590.00.0368.020.00.00.00.00.02018KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2018-12-24T16:45:00.000+0000655TUS-SAN
252452019-05-24WN19393N439WN13232MDWIL12191HOUTX11151112-3.00.00.0-11100-115913551338-17.00.00.0-21300-13590.00.0937.040.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-24T16:15:00.000+0000317MDW-HOU
4122522018-12-25WN19393N8302F10821BWIMD14122PITPA19051902-3.00.00.0-11900-195920051954-11.00.00.0-12000-20590.00.0210.010.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-12-26T00:05:00.000+0000351BWI-PIT
262372019-06-23OO20304N133SY11292DENCO15376TUSAZ944940-4.00.00.0-10900-09591045105914.014.00.001000-10590.00.0639.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-23T15:44:00.000+00004-14DEN-TUS
410112018-10-01YX20452N863RW14986SRQFL11618EWRNJ11451135-10.00.00.0-11100-11591413143623.023.01.011400-14590.00.01034.050.00.023.00.00.02018KSRQlarge_airportSarasota Bradenton International Airport30NAUSUS-FLSarasota/BradentonKSRQSRQSRQ-82.55439758300781, 27.39539909362793America/New_York2018-10-01T15:45:00.000+000010-23SRQ-EWR
252452019-05-24WN19393N791SW13495MSYLA10693BNATN13051303-2.00.00.0-11300-135914351424-11.00.00.0-11400-14590.00.0471.020.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-24T18:05:00.000+0000211MSY-BNA
4122522018-12-25WN19393N7885A11259DALTX10821BWIMD172517250.00.00.001700-175921102055-15.00.00.0-12100-21590.00.01209.050.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-25T23:25:00.000+0000055DAL-BWI
262372019-06-23OO20304N701BR14570RNONV14771SFOCA12301216-14.00.00.0-11200-125913481331-17.00.00.0-21300-13590.00.0192.010.00.00.00.00.02019KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2019-06-23T19:30:00.000+00001417RNO-SFO
410222018-10-02YX20452N644RW14730SDFKY12266IAHTX735731-4.00.00.0-10700-0759851848-3.00.00.0-10800-08590.00.0788.040.00.00.00.00.02018KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2018-10-02T11:35:00.000+000043SDF-IAH
252452019-05-24WN19393N926WN13796OAKCA13891ONTCA610609-1.00.00.0-10600-0659730729-1.00.00.0-10700-07590.00.0362.020.00.00.00.00.02019KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2019-05-24T13:10:00.000+000011OAK-ONT
410222018-10-02YX20452N743YX11618EWRNJ14492RDUNC17001651-9.00.00.0-11700-175918421834-8.00.00.0-11800-18590.00.0416.020.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-02T21:00:00.000+0000498EWR-RDU
261012019-06-10OO20304N920EV10779BTMMT14869SLCUT13001244-16.00.00.0-21300-135914261401-25.00.00.0-21400-14590.00.0358.020.00.00.00.00.02019KBTMmedium_airportBert Mooney Airport5550NAUSUS-MTButteKBTMBTMBTM-112.49700164794922, 45.95479965209961America/Denver2019-06-10T19:00:00.000+00005625BTM-SLC
4122522018-12-25WN19393N8613K11292DENCO13851OKCOK19451943-2.00.00.0-11900-195922152201-14.00.00.0-12200-22590.00.0495.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-26T02:45:00.000+0000214DEN-OKC
252452019-05-24WN19393N282WN13931ORFVA10821BWIMD20452036-9.00.00.0-12000-205921502125-25.00.00.0-22100-21590.00.0159.010.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-25T00:45:00.000+0000925ORF-BWI
410332018-10-03YX20452N740YX14122PITPA12266IAHTX625618-7.00.00.0-10600-0659821758-23.00.00.0-20800-08590.00.01117.050.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-10-03T10:25:00.000+0000763PIT-IAH
261012019-06-10OO20304N449SW14869SLCUT11921GJTCO17001656-4.00.00.0-11700-175918121757-15.00.00.0-11800-18590.00.0216.010.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-06-10T23:00:00.000+00004455SLC-GJT
410332018-10-03YX20452N636RW11618EWRNJ13487MSPMN21102100-10.00.00.0-12100-215923212258-23.00.00.0-22300-23590.00.01008.050.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-04T01:10:00.000+00001063EWR-MSP
253152019-05-31WN19393N761RR10800BURCA14057PDXOR110011000.00.00.001100-115913201304-16.00.00.0-21300-13590.00.0817.040.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-05-31T18:00:00.000+0000016BUR-PDX
410442018-10-04YX20452N861RW11066CMHOH13930ORDIL625618-7.00.00.0-10600-06596556550.00.00.000600-06590.00.0296.020.00.00.00.00.02018KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2018-10-04T10:25:00.000+000070CMH-ORD
261122019-06-11OO20304N296SY14747SEAWA12819KTNAK11201119-1.00.00.0-11100-115912511212-39.00.00.0-21200-12590.00.0680.030.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-11T18:20:00.000+0000139SEA-KTN
410442018-10-04YX20452N865RW13930ORDIL10397ATLGA14001354-6.00.00.0-11400-145917091649-20.00.00.0-21700-17590.00.0606.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T19:00:00.000+00004660ORD-ATL
253152019-05-31WN19393N566WN11140CRPTX12191HOUTX15251517-8.00.00.0-11500-155916251601-24.00.00.0-21600-16590.00.0187.010.00.00.00.00.02019KCRPlarge_airportCorpus Christi International Airport44NAUSUS-TXCorpus ChristiKCRPCRPCRP-97.5011978149414, 27.77039909362793America/Chicago2019-05-31T20:25:00.000+0000824CRP-HOU
4122522018-12-25WN19393N415WN12889LASNV13796OAKCA182518250.00.00.001800-185919551942-13.00.00.0-11900-19590.00.0407.020.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-26T02:25:00.000+0000013LAS-OAK
261122019-06-11OO20304N265SY13487MSPMN13871OMANE13541353-1.00.00.0-11300-135915131506-7.00.00.0-11500-15590.00.0282.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-11T18:54:00.000+000017MSP-OMA
410442018-10-04YX20452N655RW12266IAHTX14193PNSFL935928-7.00.00.0-10900-095911151056-19.00.00.0-21100-11590.00.0489.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-04T14:35:00.000+0000759IAH-PNS
253152019-05-31WN19393N453WN11697FLLFL13204MCOFL11501148-2.00.00.0-11100-115912551248-7.00.00.0-11200-12590.00.0177.010.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-31T15:50:00.000+000027FLL-MCO
410442018-10-04YX20452N647RW13930ORDIL11193CVGKY21102106-4.00.00.0-12100-215923342320-14.00.00.0-12300-23590.00.0264.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-05T02:10:00.000+0000414ORD-CVG
261122019-06-11OO20304N133SY14004PAEWA11292DENCO15551545-10.00.00.0-11500-155919401917-23.00.00.0-21900-19590.00.01036.050.00.00.00.00.02019KPAEmedium_airportSnohomish County (Paine Field) Airport606NAUSUS-WAEverettKPAEPAEPAE-122.2819977, 47.90629959America/Los_Angeles2019-06-11T22:55:00.000+00001023PAE-DEN
4122522018-12-25WN19393N457WN12892LAXCA14107PHXAZ16001558-2.00.00.0-11600-165918201816-4.00.00.0-11800-18590.00.0370.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-26T00:00:00.000+0000424LAX-PHX
253152019-05-31WN19393N8514F13204MCOFL11292DENCO10101009-1.00.00.0-11000-105912101159-11.00.00.0-11200-12590.00.01546.070.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-31T14:10:00.000+0000151MCO-DEN
410552018-10-05YX20452N723YX11433DTWMI11618EWRNJ1005953-12.00.00.0-11000-105911491125-24.00.00.0-21100-11590.00.0488.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-05T14:05:00.000+00005224DTW-EWR
253152019-05-31WN19393N937WN13204MCOFL12191HOUTX21302127-3.00.00.0-12100-2159225022511.01.00.002200-22590.00.0849.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-01T01:30:00.000+00003-1MCO-HOU
4122522018-12-25WN19393N7731A13296MHTNH10821BWIMD16351633-2.00.00.0-11600-165918101753-17.00.00.0-21800-18590.00.0377.020.00.00.00.00.02018KMHTlarge_airportManchester-Boston Regional Airport266NAUSUS-NHManchesterKMHTMHTMHT-71.435699, 42.932598America/New_York2018-12-25T21:35:00.000+0000257MHT-BWI
261122019-06-11OO20304N117SY13485MSNWI14771SFOCA15531546-7.00.00.0-11500-155918351801-34.00.00.0-21800-18590.00.01772.080.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-06-11T20:53:00.000+0000734MSN-SFO
4101952018-10-19EV20366N713EV13367MLIIL10397ATLGA11281127-1.00.00.0-11100-115914191416-3.00.00.0-11400-14590.00.0633.030.00.00.00.00.02018KMLIlarge_airportQuad City International Airport590NAUSUS-ILMolineKMLIMLIMLI-90.50749969482422, 41.44850158691406America/Chicago2018-10-19T16:28:00.000+000013MLI-ATL
253152019-05-31WN19393N720WN13232MDWIL10800BURCA8258250.00.00.000800-085910451035-10.00.00.0-11000-10590.00.01740.070.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-31T13:25:00.000+0000010MDW-BUR
4103022018-10-30EV20366N708EV11003CIDIA10397ATLGA17051701-4.00.00.0-11700-175920051959-6.00.00.0-12000-20590.00.0694.030.00.00.00.00.02018KCIDlarge_airportThe Eastern Iowa Airport869NAUSUS-IACedar RapidsKCIDCIDCID-91.71080017089844, 41.884700775146484America/Chicago2018-10-30T22:05:00.000+0000446CID-ATL
261122019-06-11OO20304N498CA14150PLNMI10333APNMI22132200-13.00.00.0-12200-225922552239-16.00.00.0-22200-22590.00.069.010.00.00.00.00.02019KPLNmedium_airportPellston Regional Airport of Emmet County Airport721NAUSUS-MIPellstonKPLNPLNPLN-84.79669952, 45.57089996America/Detroit2019-06-12T02:13:00.000+00001316PLN-APN
4122372018-12-239E20363N8886A12953LGANY11995GSONC18201814-6.00.00.0-11800-185920182012-6.00.00.0-12000-20590.00.0461.020.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-23T23:20:00.000+000066LGA-GSO
261232019-06-12OO20304N727SK12892LAXCA12441JACWY18171810-7.00.00.0-11800-185921282112-16.00.00.0-22100-21590.00.0784.040.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-06-13T01:17:00.000+0000716LAX-JAC
412422018-12-049E20363N297PQ13485MSNWI11433DTWMI907903-4.00.00.0-10900-095911321117-15.00.00.0-11100-11590.00.0311.020.00.00.00.00.02018KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2018-12-04T15:07:00.000+0000415MSN-DTW
261232019-06-12OO20304N771SK14730SDFKY13930ORDIL19331931-2.00.00.0-11900-19592006203428.028.01.012000-20590.00.0286.020.00.028.00.00.02019KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2019-06-12T23:33:00.000+00002-28SDF-ORD
410332018-10-03EV20366N707EV10397ATLGA12945LEXKY10141009-5.00.00.0-11000-105911281116-12.00.00.0-11100-11590.00.0304.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-03T14:14:00.000+0000512ATL-LEX
261232019-06-12OO20304N185SY14570RNONV14057PDXOR19551945-10.00.00.0-11900-195921252120-5.00.00.0-12100-21590.00.0444.020.00.00.00.00.02019KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2019-06-13T02:55:00.000+0000105RNO-PDX
412862018-12-089E20363N8976E12007GTRMS10397ATLGA13251321-4.00.00.0-11300-135915421525-17.00.00.0-21500-15590.00.0241.010.00.00.00.00.02018KGTRmedium_airportGolden Triangle Regional Airport264NAUSUS-MSColumbus/W Point/StarkvilleKGTRGTRGTR-88.5914001465, 33.450298309299995America/Chicago2018-12-08T19:25:00.000+0000417GTR-ATL
261232019-06-12OO20304N185SY14057PDXOR14570RNONV17301724-6.00.00.0-11700-175919101908-2.00.00.0-11900-19590.00.0444.020.00.00.00.00.02019KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2019-06-13T00:30:00.000+000062PDX-RNO
410112018-10-01OO20304N755SK11298DFWTX15412TYSTN20352026-9.00.00.0-12000-2059234523549.09.00.002300-23590.00.0771.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-02T01:35:00.000+00009-9DFW-TYS
253152019-05-31WN19393N934WN14107PHXAZ11042CLEOH10351032-3.00.00.0-11000-105917301716-14.00.00.0-11700-17590.00.01737.070.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-31T17:35:00.000+0000314PHX-CLE
410112018-10-01OO20304N702SK11695FLGAZ14107PHXAZ10341033-1.00.00.0-11000-105911291123-6.00.00.0-11100-11590.00.0119.010.00.00.00.00.02018KFLGmedium_airportFlagstaff Pulliam Airport7014NAUSUS-AZFlagstaffKFLGFLGFLG-111.6709976, 35.13850021America/Phoenix2018-10-01T17:34:00.000+000016FLG-PHX
261232019-06-12OO20304N181SY14679SANCA14869SLCUT650643-7.00.00.0-10600-06599509566.06.00.000900-09590.00.0626.030.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-12T13:50:00.000+00007-6SAN-SLC
4121342018-12-139E20363N921XJ12953LGANY11423DSMIA11211107-14.00.00.0-11100-11591352140412.012.00.001300-13590.00.01031.050.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-13T16:21:00.000+000014-52LGA-DSM
261232019-06-12OO20304N189SY14679SANCA11638FATCA19401934-6.00.00.0-11900-195921002059-1.00.00.0-12100-21590.00.0314.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-13T02:40:00.000+0000641SAN-FAT
412312018-12-039E20363N293PQ11433DTWMI10792BUFNY10121007-5.00.00.0-11000-105911391129-10.00.00.0-11100-11590.00.0241.010.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-12-03T15:12:00.000+0000510DTW-BUF
261232019-06-12OO20304N274SY10868CAESC12953LGANY600557-3.00.00.0-10600-0659755732-23.00.00.0-20700-07590.00.0617.030.00.00.00.00.02019KCAElarge_airportColumbia Metropolitan Airport236NAUSUS-SCColumbiaKCAECAECAE-81.11949920654297, 33.93880081176758America/New_York2019-06-12T10:00:00.000+00004323CAE-LGA
412422018-12-04AA19805N301PA15016STLMO12892LAXCA620617-3.00.00.0-10600-065984485410.010.00.000800-08590.00.01592.070.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-12-04T12:20:00.000+00003-10STL-LAX
261232019-06-12OO20304N295SY13487MSPMN12156HLNMT17491739-10.00.00.0-11700-175919401920-20.00.00.0-21900-19590.00.0913.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-12T22:49:00.000+00001020MSP-HLN
4121712018-12-17AA19805N901NN13930ORDIL14771SFOCA11501147-3.00.00.0-11100-115914341406-28.00.00.0-21400-14590.00.01846.080.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-17T17:50:00.000+0000328ORD-SFO
261232019-06-12OO20304N800SK13487MSPMN14524RICVA12361232-4.00.00.0-11200-125916251557-28.00.00.0-21600-16590.00.0970.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-12T17:36:00.000+0000468MSP-RIC
4101472018-10-14OO20304N941SW14698SBPCA12892LAXCA19511937-14.00.00.0-11900-195921052102-3.00.00.0-12100-21590.00.0156.010.00.00.00.00.02018KSBPmedium_airportSan Luis County Regional Airport212NAUSUS-CASan Luis ObispoKSBPSBPSBP-120.641998291, 35.236801147499996America/Los_Angeles2018-10-15T02:51:00.000+0000143SBP-LAX
262962019-06-29OO20304N263SY12953LGANY11057CLTNC113011300.00.00.001100-115913451328-17.00.00.0-21300-13590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-29T15:30:00.000+0000017LGA-CLT
4122742018-12-27AA19805N757UW14107PHXAZ12266IAHTX959957-2.00.00.0-10900-0959133613459.09.00.001300-13590.00.01009.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-27T16:59:00.000+00002-9PHX-IAH
262962019-06-29OO20304N809SK10620BILMT13487MSPMN16301628-2.00.00.0-11600-165919361913-23.00.00.0-21900-19590.00.0748.030.00.00.00.00.02019KBILlarge_airportBillings Logan International Airport3652NAUSUS-MTBillingsKBILBILBIL-108.54299926757812, 45.807701110839844America/Denver2019-06-29T22:30:00.000+0000223BIL-MSP
4101472018-10-14OO20304N418SW15389TWFID14869SLCUT18201818-2.00.00.0-11800-185919201911-9.00.00.0-11900-19590.00.0175.010.00.00.00.00.02018KTWFmedium_airportJoslin Field Magic Valley Regional Airport4154NAUSUS-IDTwin FallsKTWFTWFTWF-114.487999, 42.4818America/Boise2018-10-15T00:20:00.000+000029TWF-SLC
262962019-06-29OO20304N292SY10713BOIID14869SLCUT900854-6.00.00.0-10900-09591016959-17.00.00.0-21000-10590.00.0290.020.00.00.00.00.02019KBOIlarge_airportBoise Air Terminal/Gowen Field2871NAUSUS-IDBoiseKBOIBOIBOI-116.223, 43.5644America/Boise2019-06-29T15:00:00.000+00004657BOI-SLC
4101512018-10-15OO20304N762SK11823FWAIN11298DFWTX625620-5.00.00.0-10600-06598108155.05.00.000800-08590.00.0859.040.00.00.00.00.02018KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2018-10-15T10:25:00.000+00005-5FWA-DFW
262962019-06-29OO20304N901EV13184MBSMI13930ORDIL16481633-15.00.00.0-11600-165917031649-14.00.00.0-11700-17590.00.0222.010.00.00.00.00.02019KMBSlarge_airportMBS International Airport668NAUSUS-MISaginawKMBSMBSMBS-84.07959747314453, 43.532901763916016America/New_York2019-06-29T20:48:00.000+00001554MBS-ORD
4101512018-10-15OO20304N641CA12197HPNNY11433DTWMI12351222-13.00.00.0-11200-125914321420-12.00.00.0-11400-14590.00.0505.030.00.00.00.00.02018KHPNmedium_airportWestchester County Airport439NAUSUS-NYWhite PlainsKHPNHPNHPN-73.70760345458984, 41.06700134277344America/New_York2018-10-15T16:35:00.000+00001312HPN-DTW
252562019-05-25WN19393N7710A15304TPAFL14730SDFKY17201717-3.00.00.0-11700-175919251908-17.00.00.0-21900-19590.00.0727.030.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-05-25T21:20:00.000+0000317TPA-SDF
4101512018-10-15OO20304N609SK12992LITAR11433DTWMI605557-8.00.00.0-10600-0659912850-22.00.00.0-20900-09590.00.0705.030.00.00.00.00.02018KLITlarge_airportBill & Hillary Clinton National Airport/Adams Field262NAUSUS-ARLittle RockKLITLITLIT-92.2242965698, 34.729400634799994America/Chicago2018-10-15T11:05:00.000+00004862LIT-DTW
252672019-05-26WN19393N8681M10423AUSTX12889LASNV16101608-2.00.00.0-11600-165917101658-12.00.00.0-11700-17590.00.01090.050.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-05-26T21:10:00.000+0000252AUS-LAS
412312018-12-03AA19805N746UW15304TPAFL11278DCAVA828823-5.00.00.0-10800-085910391023-16.00.00.0-21000-10590.00.0814.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-03T13:28:00.000+0000516TPA-DCA
252672019-05-26WN19393N8617E10529BDLCT10821BWIMD815813-2.00.00.0-10800-0859930917-13.00.00.0-10900-09590.00.0283.020.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-05-26T12:15:00.000+0000213BDL-BWI
4101512018-10-15OO20304N268SY13930ORDIL12478JFKNY15101509-1.00.00.0-11500-155918361812-24.00.00.0-21800-18590.00.0740.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-15T20:10:00.000+0000124ORD-JFK
252672019-05-26WN19393N712SW10693BNATN13232MDWIL610607-3.00.00.0-10600-0659740724-16.00.00.0-20700-07590.00.0395.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-26T11:10:00.000+0000316BNA-MDW
4121932018-12-19AA19805N661AW11057CLTNC10397ATLGA924917-7.00.00.0-10900-095910381032-6.00.00.0-11000-10590.00.0226.010.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-19T14:24:00.000+000076CLT-ATL
252672019-05-26WN19393N7851A10693BNATN14683SATTX19151908-7.00.00.0-11900-195921352115-20.00.00.0-22100-21590.00.0822.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-27T00:15:00.000+0000720BNA-SAT
4122042018-12-20AA19805N136AN14747SEAWA11298DFWTX915909-6.00.00.0-10900-095915071442-25.00.00.0-21500-15590.00.01660.070.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-12-20T17:15:00.000+0000665SEA-DFW
262962019-06-29OO20304N120SY15376TUSAZ14771SFOCA13001256-4.00.00.0-11300-135915181506-12.00.00.0-11500-15590.00.0751.040.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-06-29T20:00:00.000+00004412TUS-SFO
412312018-12-03AA19805N982VJ14679SANCA14107PHXAZ19261920-6.00.00.0-11900-195921472134-13.00.00.0-12100-21590.00.0304.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-04T03:26:00.000+0000613SAN-PHX
252672019-05-26WN19393N7724A10821BWIMD14107PHXAZ141014100.00.00.001400-145916101607-3.00.00.0-11600-16590.00.01999.080.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-26T18:10:00.000+000003BWI-PHX
4101842018-10-18OO20304N754SK13931ORFVA13930ORDIL10331027-6.00.00.0-11000-105912041158-6.00.00.0-11200-12590.00.0717.030.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-10-18T14:33:00.000+0000646ORF-ORD
252672019-05-26WN19393N742SW11066CMHOH11697FLLFL10301027-3.00.00.0-11000-105913101251-19.00.00.0-21300-13590.00.0973.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-26T14:30:00.000+0000359CMH-FLL
4101842018-10-18OO20304N746SK14107PHXAZ16218YUMAZ18481841-7.00.00.0-11800-185919441943-1.00.00.0-11900-19590.00.0160.010.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-19T01:48:00.000+000071PHX-YUM
252672019-05-26WN19393N8581Z11259DALTX14747SEAWA140514050.00.00.001400-145916251605-20.00.00.0-21600-16590.00.01670.070.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-26T19:05:00.000+0000020DAL-SEA
4101842018-10-18OO20304N719SK13930ORDIL14869SLCUT20262025-1.00.00.0-12000-2059230323118.08.00.002300-23590.00.01250.060.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-19T01:26:00.000+00001-8ORD-SLC
252672019-05-26WN19393N569WN11278DCAVA13495MSYLA125512550.00.00.001200-1259144014411.01.00.001400-14590.00.0969.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-26T16:55:00.000+00000-1DCA-MSY
4123072018-12-30AA19805N837AW14908SNACA14107PHXAZ1001954-7.00.00.0-11000-105912191207-12.00.00.0-11200-12590.00.0338.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-30T18:01:00.000+00004712SNA-PHX
263072019-06-30OO20304N763SK11423DSMIA11298DFWTX920911-9.00.00.0-10900-095911211056-25.00.00.0-21100-11590.00.0624.030.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-06-30T14:20:00.000+0000965DSM-DFW
4122632018-12-26AA19805N189UW14107PHXAZ14679SANCA15091503-6.00.00.0-11500-15591516152610.010.00.001500-15590.00.0304.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-26T22:09:00.000+00006-10PHX-SAN
252672019-05-26WN19393N8644C12892LAXCA10397ATLGA7407400.00.00.000700-075914551436-19.00.00.0-21400-14590.00.01947.080.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-26T14:40:00.000+0000019LAX-ATL
4101842018-10-18OO20304N822SK14492RDUNC10721BOSMA9069060.00.00.000900-095911041056-8.00.00.0-11100-11590.00.0612.030.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-18T13:06:00.000+0000048RDU-BOS
26162019-06-01WN19393N7833A10423AUSTX12191HOUTX610609-1.00.00.0-10600-0659710652-18.00.00.0-20700-07590.00.0148.010.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-06-01T11:10:00.000+0000158AUS-HOU
412752018-12-07AA19805N974UY11057CLTNC14492RDUNC22452239-6.00.00.0-12200-225923372323-14.00.00.0-12300-23590.00.0130.010.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-08T03:45:00.000+0000614CLT-RDU
252672019-05-26WN19393N8567Z12892LAXCA13495MSYLA615611-4.00.00.0-10600-065911551143-12.00.00.0-11100-11590.00.01670.070.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-26T13:15:00.000+0000412LAX-MSY
4101842018-10-18OO20304N498CA11721FNTMI13487MSPMN18121804-8.00.00.0-11800-185919001843-17.00.00.0-21900-19590.00.0491.020.00.00.00.00.02018KFNTmedium_airportBishop International Airport782NAUSUS-MIFlintKFNTFNTFNT-83.74359893798828, 42.96540069580078America/New_York2018-10-18T22:12:00.000+0000857FNT-MSP
252672019-05-26WN19393N569WN13198MCIMO11278DCAVA830823-7.00.00.0-10800-085911551148-7.00.00.0-11100-11590.00.0949.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-26T13:30:00.000+000077MCI-DCA
412162018-12-01AA19805N820AW11057CLTNC14524RICVA737728-9.00.00.0-10700-0759845825-20.00.00.0-20800-08590.00.0257.020.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-01T12:37:00.000+0000920CLT-RIC
252672019-05-26WN19393N210WN13232MDWIL11278DCAVA600554-6.00.00.0-10600-0659840821-19.00.00.0-20800-08590.00.0601.030.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-26T11:00:00.000+00004619MDW-DCA
4101842018-10-18OO20304N826SK13487MSPMN11637FARND153715370.00.00.001500-155916461632-14.00.00.0-11600-16590.00.0223.010.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T20:37:00.000+0000014MSP-FAR
26162019-06-01WN19393N8613K11042CLEOH14107PHXAZ8358350.00.00.000800-0859955947-8.00.00.0-10900-09590.00.01737.070.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-01T12:35:00.000+000008CLE-PHX
4121672018-12-16AA19805N840AW14107PHXAZ14683SATTX10201014-6.00.00.0-11000-105913321320-12.00.00.0-11300-13590.00.0843.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-16T17:20:00.000+0000612PHX-SAT
252672019-05-26WN19393N275WN13232MDWIL14122PITPA13451342-3.00.00.0-11300-135916051552-13.00.00.0-11600-16590.00.0402.020.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-26T18:45:00.000+0000353MDW-PIT
4121932018-12-19AA19805N765US14027PBIFL11057CLTNC500455-5.00.00.0-10001-0559649636-13.00.00.0-10600-06590.00.0590.030.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-12-19T10:00:00.000+00004513PBI-CLT
26162019-06-01WN19393N768SW11193CVGKY10821BWIMD16401634-6.00.00.0-11600-165918101749-21.00.00.0-21800-18590.00.0430.020.00.00.00.00.02019KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2019-06-01T20:40:00.000+0000661CVG-BWI
4102212018-10-22OO20304N162SY11292DENCO10140ABQNM12151210-5.00.00.0-11200-125913401329-11.00.00.0-11300-13590.00.0349.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-22T18:15:00.000+0000511DEN-ABQ
26162019-06-01WN19393N7813P11278DCAVA11259DALTX630626-4.00.00.0-10600-0659840819-21.00.00.0-20800-08590.00.01184.050.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-01T10:30:00.000+0000421DCA-DAL
4102212018-10-22OO20304N125SY12892LAXCA14689SBACA11471142-5.00.00.0-11100-115912401234-6.00.00.0-11200-12590.00.089.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-22T18:47:00.000+000056LAX-SBA
26162019-06-01WN19393N214WN11423DSMIA15016STLMO910909-1.00.00.0-10900-095910151008-7.00.00.0-11000-10590.00.0259.020.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-06-01T14:10:00.000+000017DSM-STL
4121122018-12-11AA19805N282AY14100PHLPA11057CLTNC635627-8.00.00.0-10600-0659820806-14.00.00.0-10800-08590.00.0449.020.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-11T11:35:00.000+0000814PHL-CLT
252672019-05-26WN19393N713SW14122PITPA10397ATLGA11251119-6.00.00.0-11100-115913101250-20.00.00.0-21300-13590.00.0526.030.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-26T15:25:00.000+0000660PIT-ATL
4102212018-10-22OO20304N926SW14771SFOCA14252PSCWA12551249-6.00.00.0-11200-12591504152218.018.01.011500-15590.00.0620.030.00.018.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-22T19:55:00.000+00006-18SFO-PSC
252672019-05-26WN19393N953WN14492RDUNC10693BNATN625621-4.00.00.0-10600-0659655642-13.00.00.0-10600-06590.00.0442.020.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-26T10:25:00.000+0000413RDU-BNA
412272018-12-02AA19805N172US14100PHLPA12892LAXCA10101008-2.00.00.0-11000-105913121311-1.00.00.0-11300-13590.00.02402.0100.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-02T15:10:00.000+000021PHL-LAX
26162019-06-01WN19393N562WN12191HOUTX13232MDWIL211021100.00.00.002100-2159233023311.01.00.002300-23590.00.0937.040.00.00.00.00.02019KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2019-06-02T02:10:00.000+00000-1HOU-MDW
4121932018-12-19AA19805N669AW14107PHXAZ11423DSMIA20001959-1.00.00.0-12000-20592337235114.014.00.002300-23590.00.01149.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-20T03:00:00.000+000041-14PHX-DSM
252672019-05-26WN19393N297WN14679SANCA12889LASNV725718-7.00.00.0-10700-0759845823-22.00.00.0-20800-08590.00.0258.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-05-26T14:25:00.000+0000722SAN-LAS
412642018-12-06AA19805N824AW14107PHXAZ14683SATTX13271323-4.00.00.0-11300-1359163316407.07.00.001600-16590.00.0843.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-06T20:27:00.000+00004-7PHX-SAT
252672019-05-26WN19393N7735A15304TPAFL10821BWIMD20051955-10.00.00.0-12000-2059222522261.01.00.002200-22590.00.0842.040.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-05-27T00:05:00.000+000050-1TPA-BWI
4102322018-10-23OO20304N709SK14107PHXAZ11921GJTCO12151209-6.00.00.0-11200-125914421440-2.00.00.0-11400-14590.00.0438.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-23T19:15:00.000+000062PHX-GJT
252712019-05-27WN19393N7877H10397ATLGA13495MSYLA10501046-4.00.00.0-11000-105911251110-15.00.00.0-11100-11590.00.0425.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-27T14:50:00.000+0000415ATL-MSY
4121342018-12-13AA19805N926UW11298DFWTX15304TPAFL11051102-3.00.00.0-11100-115914271422-5.00.00.0-11400-14590.00.0929.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-13T17:05:00.000+000035DFW-TPA
26162019-06-01WN19393N561WN13495MSYLA10821BWIMD171517150.00.00.001700-175920502034-16.00.00.0-22000-20590.00.0998.040.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-06-01T22:15:00.000+0000016MSY-BWI
412862018-12-08AA19805N904AA11292DENCO11298DFWTX16391632-7.00.00.0-11600-165919371923-14.00.00.0-11900-19590.00.0641.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-08T23:39:00.000+0000714DEN-DFW
26162019-06-01WN19393N479WN14635RSWFL11042CLEOH18051755-10.00.00.0-11800-185920452023-22.00.00.0-22000-20590.00.01025.050.00.00.00.00.02019KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2019-06-01T22:05:00.000+00005022RSW-CLE
4122372018-12-23AA19805N755US11057CLTNC14321PWMME950945-5.00.00.0-10900-095912041155-9.00.00.0-11200-12590.00.0813.040.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-23T14:50:00.000+0000549CLT-PWM
26162019-06-01WN19393N756SA14831SJCCA10800BURCA15501547-3.00.00.0-11500-155916551653-2.00.00.0-11600-16590.00.0296.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-06-01T22:50:00.000+000032SJC-BUR
4102322018-10-23OO20304N260SY14869SLCUT11292DENCO154915490.00.00.001500-155917211706-15.00.00.0-11700-17590.00.0391.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-23T21:49:00.000+0000015SLC-DEN
25352019-05-03WN19393N7715E10140ABQNM12892LAXCA525524-1.00.00.0-10001-0559630617-13.00.00.0-10600-06590.00.0677.030.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-05-03T11:25:00.000+0000113ABQ-LAX
4102322018-10-23OO20304N857AS15323TRITN10397ATLGA13151310-5.00.00.0-11300-1359142014222.02.00.001400-14590.00.0227.010.00.00.00.00.02018KTRIlarge_airportTri-Cities Regional TN/VA Airport1519NAUSUS-TNBristol/Johnson/KingsportKTRITRITRI-82.407401, 36.475201America/New_York2018-10-23T17:15:00.000+00005-2TRI-ATL
26162019-06-01WN19393N912WN14831SJCCA12889LASNV11101106-4.00.00.0-11100-115912351227-8.00.00.0-11200-12590.00.0386.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-06-01T18:10:00.000+000048SJC-LAS
4101952018-10-19OO20304N191SY14570RNONV14831SJCCA550542-8.00.00.0-10001-05596486546.06.00.000600-06590.00.0188.010.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-19T12:50:00.000+00008-6RNO-SJC
26272019-06-02WN19393N913WN10397ATLGA15304TPAFL10451041-4.00.00.0-11000-105912151154-21.00.00.0-21200-12590.00.0406.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-02T14:45:00.000+0000461ATL-TPA
4121932018-12-19UA19977N1424913198MCIMO13930ORDIL904853-11.00.00.0-10900-095910451021-24.00.00.0-21000-10590.00.0403.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-19T15:04:00.000+00005124MCI-ORD
26272019-06-02WN19393N917WN10693BNATN10721BOSMA11001058-2.00.00.0-11100-115914301414-16.00.00.0-21400-14590.00.0942.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-02T16:00:00.000+00004216BNA-BOS
4101952018-10-19OO20304N168SY11292DENCO13851OKCOK19551952-3.00.00.0-11900-195922342222-12.00.00.0-12200-22590.00.0495.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-20T01:55:00.000+0000312DEN-OKC
26272019-06-02WN19393N497WN10800BURCA13796OAKCA825822-3.00.00.0-10800-0859940923-17.00.00.0-20900-09590.00.0325.020.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-06-02T15:25:00.000+0000317BUR-OAK
412752018-12-07UA19977N854UA13930ORDIL13244MEMTN15451540-5.00.00.0-11500-155917401731-9.00.00.0-11700-17590.00.0491.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T21:45:00.000+000059ORD-MEM
252712019-05-27AA19805N713UW11057CLTNC14100PHLPA11201116-4.00.00.0-11100-115912561252-4.00.00.0-11200-12590.00.0449.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T15:20:00.000+000044CLT-PHL
412752018-12-07UA19977N420UA13487MSPMN13930ORDIL720712-8.00.00.0-10700-0759848835-13.00.00.0-10800-08590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-07T13:20:00.000+0000813MSP-ORD
252232019-05-22AA19805N579UW14107PHXAZ11057CLTNC835829-6.00.00.0-10800-0859154115509.09.00.001500-15590.00.01773.080.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-22T15:35:00.000+00006-9PHX-CLT
412752018-12-07UA19977N3844613930ORDIL10821BWIMD14001354-6.00.00.0-11400-145917031634-29.00.00.0-21700-17590.00.0621.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T20:00:00.000+00004669ORD-BWI
262042019-06-20WN19393N8511K12191HOUTX13796OAKCA640637-3.00.00.0-10600-06598308322.02.00.000800-08590.00.01642.070.00.00.00.00.02019KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2019-06-20T11:40:00.000+00003-2HOU-OAK
412752018-12-07UA19977N6888013930ORDIL13204MCOFL600553-7.00.00.0-10600-0659938920-18.00.00.0-20900-09590.00.01005.050.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T12:00:00.000+00004718ORD-MCO
25132019-05-01AA19805N756US14107PHXAZ12892LAXCA20052003-2.00.00.0-12000-205921402134-6.00.00.0-12100-21590.00.0370.020.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-02T03:05:00.000+000026PHX-LAX
412752018-12-07UA19977N845UA13244MEMTN12266IAHTX700655-5.00.00.0-10700-07598478470.00.00.000800-08590.00.0468.020.00.00.00.00.02018KMEMlarge_airportMemphis International Airport341NAUSUS-TNMemphisKMEMMEMMEM-89.97669982910156, 35.04240036010742America/Chicago2018-12-07T13:00:00.000+0000450MEM-IAH
262042019-06-20WN19393N443WN13204MCOFL14100PHLPA9059050.00.00.000900-0959113511438.08.00.001100-11590.00.0861.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-20T13:05:00.000+00000-8MCO-PHL
412752018-12-07UA19977N7586113930ORDIL12892LAXCA8048040.00.00.000800-085910341023-11.00.00.0-11000-10590.00.01744.070.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T14:04:00.000+0000011ORD-LAX
262042019-06-20WN19393N8698B13204MCOFL14843SJUPR745744-1.00.00.0-10700-075910351031-4.00.00.0-11000-10590.00.01189.050.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-20T11:45:00.000+000014MCO-SJU
412752018-12-07UA19977N456UA10849BZNMT11292DENCO7057050.00.00.000700-075984585813.013.00.000800-08590.00.0524.030.00.00.00.00.02018KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2018-12-07T14:05:00.000+00000-13BZN-DEN
252712019-05-27AA19805N123UW13495MSYLA11057CLTNC10351030-5.00.00.0-11000-105913341322-12.00.00.0-11300-13590.00.0651.030.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-27T15:35:00.000+0000512MSY-CLT
412752018-12-07UA19977N7325912889LASNV11292DENCO846840-6.00.00.0-10800-085911301128-2.00.00.0-11100-11590.00.0628.030.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-07T16:46:00.000+000062LAS-DEN
262042019-06-20WN19393N910WN13232MDWIL14635RSWFL13351334-1.00.00.0-11300-135917201702-18.00.00.0-21700-17590.00.01105.050.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-06-20T18:35:00.000+0000118MDW-RSW
4101732018-10-17AA19805N663AW14107PHXAZ12892LAXCA720715-5.00.00.0-10700-0759906851-15.00.00.0-10900-09590.00.0370.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-17T14:20:00.000+0000555PHX-LAX
251312019-05-13AA19805N335PH11298DFWTX12892LAXCA705703-2.00.00.0-10700-0759837802-35.00.00.0-20800-08590.00.01235.050.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-13T12:05:00.000+0000235DFW-LAX
412752018-12-07UA19977N855UA10397ATLGA12264IADVA14341422-12.00.00.0-11400-145916171600-17.00.00.0-21600-16590.00.0534.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-07T19:34:00.000+00001217ATL-IAD
25462019-05-04AA19805N837NN15016STLMO11057CLTNC751748-3.00.00.0-10700-075910411034-7.00.00.0-11000-10590.00.0575.030.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-04T12:51:00.000+000037STL-CLT
412642018-12-06UA19977N1412114679SANCA11618EWRNJ12351230-5.00.00.0-11200-125920452024-21.00.00.0-22000-20590.00.02425.0100.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-06T20:35:00.000+0000521SAN-EWR
262042019-06-20WN19393N723SW14492RDUNC13232MDWIL615614-1.00.00.0-10600-0659710707-3.00.00.0-10700-07590.00.0632.030.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-06-20T10:15:00.000+000013RDU-MDW
4101512018-10-15AA19805N758US12339INDIN12892LAXCA170617060.00.00.001700-175918401832-8.00.00.0-11800-18590.00.01814.080.00.00.00.00.02018KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2018-10-15T21:06:00.000+000008IND-LAX
251642019-05-16AA19805N185UW13487MSPMN11057CLTNC629625-4.00.00.0-10600-0659100610148.08.00.001000-10590.00.0930.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-16T11:29:00.000+00004-8MSP-CLT
412642018-12-06UA19977N8751212266IAHTX14771SFOCA12091206-3.00.00.0-11200-125914271425-2.00.00.0-11400-14590.00.01635.070.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T18:09:00.000+000032IAH-SFO
25352019-05-03AA19805N992NN14107PHXAZ11278DCAVA12551251-4.00.00.0-11200-125920232014-9.00.00.0-12000-20590.00.01979.080.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-03T19:55:00.000+000049PHX-DCA
412642018-12-06UA19977N1671311042CLEOH14771SFOCA700656-4.00.00.0-10700-0759932924-8.00.00.0-10900-09590.00.02161.090.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-12-06T12:00:00.000+0000448CLE-SFO
251312019-05-13AA19805N820AW11057CLTNC14730SDFKY11251120-5.00.00.0-11100-115912511229-22.00.00.0-21200-12590.00.0335.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-13T15:25:00.000+0000522CLT-SDF
412642018-12-06UA19977N818UA12266IAHTX12953LGANY12071157-10.00.00.0-11200-125916301601-29.00.00.0-21600-16590.00.01416.060.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T18:07:00.000+00005029IAH-LGA
262632019-06-26WN19393N223WN14679SANCA12889LASNV855850-5.00.00.0-10800-085910201000-20.00.00.0-21000-10590.00.0258.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-26T15:55:00.000+0000520SAN-LAS
412642018-12-06UA19977N822UA12266IAHTX10693BNATN14201416-4.00.00.0-11400-145916161600-16.00.00.0-21600-16590.00.0657.030.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T20:20:00.000+0000416IAH-BNA
251052019-05-10AA19805N524UW12892LAXCA14107PHXAZ16351634-1.00.00.0-11600-165918011752-9.00.00.0-11800-18590.00.0370.020.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-10T23:35:00.000+0000149LAX-PHX
410332018-10-03AA19805N912UY14679SANCA14107PHXAZ19261921-5.00.00.0-11900-195920462031-15.00.00.0-12000-20590.00.0304.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-04T02:26:00.000+0000515SAN-PHX
251532019-05-15AA19805N357PV13930ORDIL14492RDUNC12111207-4.00.00.0-11200-125915081458-10.00.00.0-11500-15590.00.0646.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-15T17:11:00.000+0000450ORD-RDU
412642018-12-06UA19977N6188210397ATLGA12264IADVA955948-7.00.00.0-10900-095911341127-7.00.00.0-11100-11590.00.0534.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-06T14:55:00.000+000077ATL-IAD
25942019-05-09AA19805N9022G15016STLMO13303MIAFL544536-8.00.00.0-10001-05599349406.06.00.000900-09590.00.01068.050.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-09T10:44:00.000+00008-6STL-MIA
4103132018-10-31AA19805N519UW14100PHLPA12892LAXCA13001258-2.00.00.0-11300-1359154515450.00.00.001500-15590.00.02402.0100.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-10-31T17:00:00.000+0000420PHL-LAX
252712019-05-27AA19805N939AN12953LGANY13303MIAFL830826-4.00.00.0-10800-085911551122-33.00.00.0-21100-11590.00.01096.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-27T12:30:00.000+0000433LGA-MIA
4103132018-10-31AA19805N815AW14107PHXAZ14908SNACA752746-6.00.00.0-10700-075991192211.011.00.000900-09590.00.0338.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-31T14:52:00.000+00006-11PHX-SNA
253152019-05-31AA19805N733UW10693BNATN11057CLTNC951944-7.00.00.0-10900-095912251204-21.00.00.0-21200-12590.00.0328.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-31T14:51:00.000+0000721BNA-CLT
4101842018-10-18AA19805N981UY14679SANCA11298DFWTX16111602-9.00.00.0-11600-165921092100-9.00.00.0-12100-21590.00.01171.050.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-18T23:11:00.000+000099SAN-DFW
262632019-06-26WN19393N8520Q15304TPAFL14492RDUNC650649-1.00.00.0-10600-0659830825-5.00.00.0-10800-08590.00.0587.030.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-06-26T10:50:00.000+000015TPA-RDU
4101842018-10-18UA19977N893UA13930ORDIL10785BTVVT18001754-6.00.00.0-11800-185921042058-6.00.00.0-12100-21590.00.0763.040.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-18T23:00:00.000+00004646ORD-BTV
262742019-06-27WN19393N460WN10140ABQNM12892LAXCA10151014-1.00.00.0-11000-105911201107-13.00.00.0-11100-11590.00.0677.030.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-06-27T16:15:00.000+0000113ABQ-LAX
4101842018-10-18UA19977N456UA11618EWRNJ10721BOSMA13301323-7.00.00.0-11300-135914421424-18.00.00.0-21400-14590.00.0200.010.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-18T17:30:00.000+0000718EWR-BOS
25942019-05-09AA19805N987NN15016STLMO13930ORDIL700659-1.00.00.0-10700-0759825816-9.00.00.0-10800-08590.00.0258.020.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-09T12:00:00.000+0000419STL-ORD
412532018-12-05UA19977N4114012758KOAHI12892LAXCA21352126-9.00.00.0-12100-2159453436-17.00.00.0-20001-05590.00.02504.0110.00.00.00.00.02018PHKOmedium_airportEllison Onizuka Kona International At Keahole Airport47NAUSUS-HIKailua/KonaPHKOKOAKOA-156.045603, 19.738783Pacific/Honolulu2018-12-06T07:35:00.000+0000917KOA-LAX
252672019-05-26AA19805N961NN15016STLMO13930ORDIL700659-1.00.00.0-10700-0759825819-6.00.00.0-10800-08590.00.0258.020.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-26T12:00:00.000+0000416STL-ORD
4101842018-10-18UA19977N1724514107PHXAZ11618EWRNJ615608-7.00.00.0-10600-065914001326-34.00.00.0-21400-14590.00.02133.090.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-18T13:15:00.000+0000774PHX-EWR
262742019-06-27WN19393N725SW10800BURCA11292DENCO17401736-4.00.00.0-11700-1759205020511.01.00.002000-20590.00.0850.040.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-06-28T00:40:00.000+00004-1BUR-DEN
412532018-12-05UA19977N3750213830OGGHI12892LAXCA13431331-12.00.00.0-11300-1359205920590.00.00.002000-20590.00.02486.0100.00.00.00.00.02018PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2018-12-05T23:43:00.000+0000120OGG-LAX
262742019-06-27WN19393N8539V11259DALTX11278DCAVA930927-3.00.00.0-10900-095913251322-3.00.00.0-11300-13590.00.01184.050.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-06-27T14:30:00.000+000033DAL-DCA
4101842018-10-18UA19977N3240413204MCOFL12266IAHTX915906-9.00.00.0-10900-095910371028-9.00.00.0-11000-10590.00.0854.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-18T13:15:00.000+000099MCO-IAH
262742019-06-27WN19393N8318F11259DALTX14831SJCCA710709-1.00.00.0-10700-0759840839-1.00.00.0-10800-08590.00.01450.060.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-06-27T12:10:00.000+000011DAL-SJC
412532018-12-05UA19977N815UA10620BILMT11292DENCO15001452-8.00.00.0-11500-155916221614-8.00.00.0-11600-16590.00.0455.020.00.00.00.00.02018KBILlarge_airportBillings Logan International Airport3652NAUSUS-MTBillingsKBILBILBIL-108.54299926757812, 45.807701110839844America/Denver2018-12-05T22:00:00.000+0000488BIL-DEN
25572019-05-05EV20366N1118411995GSONC11618EWRNJ600552-8.00.00.0-10600-0659744718-26.00.00.0-20700-07590.00.0445.020.00.00.00.00.02019KGSOlarge_airportPiedmont Triad International Airport925NAUSUS-NCGreensboroKGSOGSOGSO-79.93730163574219, 36.097801208496094America/New_York2019-05-05T10:00:00.000+00004826GSO-EWR
4101842018-10-18UA19977N416UA13487MSPMN13930ORDIL638637-1.00.00.0-10600-0659805800-5.00.00.0-10800-08590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T11:38:00.000+000015MSP-ORD
25352019-05-03EV20366N903EV13930ORDIL15412TYSTN17501749-1.00.00.0-11700-175920352024-11.00.00.0-12000-20590.00.0475.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-03T22:50:00.000+0000111ORD-TYS
412422018-12-04UA19977N6882211618EWRNJ11057CLTNC21552150-5.00.00.0-12100-215923572350-7.00.00.0-12300-23590.00.0529.030.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-05T02:55:00.000+000057EWR-CLT
262742019-06-27WN19393N7863A12339INDIN10397ATLGA805803-2.00.00.0-10800-0859940928-12.00.00.0-10900-09590.00.0432.020.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-06-27T12:05:00.000+0000212IND-ATL
410332018-10-03UA19977N2742110821BWIMD12892LAXCA526524-2.00.00.0-10001-0559800739-21.00.00.0-20800-08590.00.02329.0100.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-03T09:26:00.000+0000261BWI-LAX
262742019-06-27WN19393N8533S12889LASNV14057PDXOR21302128-2.00.00.0-12100-215923402338-2.00.00.0-12300-23590.00.0763.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-28T04:30:00.000+000022LAS-PDX
410332018-10-03UA19977N6689314747SEAWA13930ORDIL13551346-9.00.00.0-11300-135920011933-28.00.00.0-22000-20590.00.01721.070.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-10-03T20:55:00.000+0000968SEA-ORD
251752019-05-17EV20366N854AS10874CAKOH13930ORDIL14151410-5.00.00.0-11400-145914541442-12.00.00.0-11400-14590.00.0343.020.00.00.00.00.02019KCAKmedium_airportAkron Canton Regional Airport1228NAUSUS-OHAkronKCAKCAKCAK-81.44219970703125, 40.916099548339844America/New_York2019-05-17T18:15:00.000+0000512CAK-ORD
412422018-12-04UA19977N2773312266IAHTX11278DCAVA800749-11.00.00.0-10800-085911511131-20.00.00.0-21100-11590.00.01208.050.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-04T14:00:00.000+00005120IAH-DCA
253152019-05-31EV20366N1798414307PVDRI11618EWRNJ600553-7.00.00.0-10600-0659720710-10.00.00.0-10700-07590.00.0160.010.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-05-31T10:00:00.000+00004710PVD-EWR
412422018-12-04UA19977N3326614771SFOCA12892LAXCA11001059-1.00.00.0-11100-11591236125721.021.01.011200-12590.00.0337.020.00.021.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-04T19:00:00.000+000041-21SFO-LAX
262742019-06-27WN19393N562WN12953LGANY11292DENCO14251422-3.00.00.0-11400-145916451608-37.00.00.0-21600-16590.00.01620.070.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-27T18:25:00.000+0000337LGA-DEN
410332018-10-03UA19977N6984012264IADVA12892LAXCA550544-6.00.00.0-10001-0559826817-9.00.00.0-10800-08590.00.02288.0100.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-10-03T09:50:00.000+000069IAD-LAX
262742019-06-27WN19393N7811F12953LGANY13495MSYLA11251124-1.00.00.0-11100-11591340135010.010.00.001300-13590.00.01183.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-27T15:25:00.000+00001-10LGA-MSY
412422018-12-04UA19977N7650812264IADVA13930ORDIL935925-10.00.00.0-10900-095910341029-5.00.00.0-11000-10590.00.0588.030.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-04T14:35:00.000+0000105IAD-ORD
251532019-05-15EV20366N1420312339INDIN12266IAHTX17141708-6.00.00.0-11700-175919001837-23.00.00.0-21900-19590.00.0844.040.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-15T21:14:00.000+0000663IND-IAH
412422018-12-04UA19977N510UA11618EWRNJ14771SFOCA900852-8.00.00.0-10900-095912351231-4.00.00.0-11200-12590.00.02565.0110.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-04T14:00:00.000+0000484EWR-SFO
252932019-05-29EV20366N1499313422MOBAL12266IAHTX18351833-2.00.00.0-11800-185920152011-4.00.00.0-12000-20590.00.0427.020.00.00.00.00.02019KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2019-05-29T23:35:00.000+000024MOB-IAH
412422018-12-04UA19977N6845211618EWRNJ12266IAHTX12301227-3.00.00.0-11200-125915221516-6.00.00.0-11500-15590.00.01400.060.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-04T17:30:00.000+000036EWR-IAH
25132019-05-01EV20366N1490211042CLEOH11618EWRNJ13431335-8.00.00.0-11300-135915301508-22.00.00.0-21500-15590.00.0404.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-01T17:43:00.000+0000822CLE-EWR
410222018-10-02UA19977N6289212266IAHTX12889LASNV21512147-4.00.00.0-12100-215923012254-7.00.00.0-12300-23590.00.01222.050.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-03T02:51:00.000+0000447IAH-LAS
261672019-06-16WN19393N8318F13830OGGHI13796OAKCA134513450.00.00.001300-13592145220520.020.01.012100-21590.00.02349.0100.00.020.00.00.02019PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2019-06-16T23:45:00.000+00000-60OGG-OAK
412422018-12-04UA19977N3947512264IADVA13204MCOFL845841-4.00.00.0-10800-0859110111021.01.00.001100-11590.00.0758.040.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-04T13:45:00.000+00004-1IAD-MCO
261672019-06-16WN19393N8535S14107PHXAZ13198MCIMO705704-1.00.00.0-10700-075911351126-9.00.00.0-11100-11590.00.01044.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-16T14:05:00.000+000019PHX-MCI
412422018-12-04UA19977N5471114908SNACA13930ORDIL655647-8.00.00.0-10600-065912531236-17.00.00.0-21200-12590.00.01726.070.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-04T14:55:00.000+0000817SNA-ORD
261672019-06-16WN19393N217JC14576ROCNY10821BWIMD605600-5.00.00.0-10600-0659715704-11.00.00.0-10700-07590.00.0277.020.00.00.00.00.02019KROClarge_airportGreater Rochester International Airport559NAUSUS-NYRochesterKROCROCROC-77.67240142822266, 43.118900299072266America/New_York2019-06-16T10:05:00.000+0000511ROC-BWI
410662018-10-06WN19393N415WN14908SNACA14831SJCCA900859-1.00.00.0-10900-0959101510249.09.00.001000-10590.00.0342.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-10-06T16:00:00.000+000041-9SNA-SJC
251642019-05-16EV20366N1855713930ORDIL14574ROAVA18051802-3.00.00.0-11800-18592102213634.034.01.022100-21590.00.0530.030.00.034.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-16T23:05:00.000+00003-34ORD-ROA
412312018-12-03UA19977N447UA14747SEAWA12266IAHTX905901-4.00.00.0-10900-095915161505-11.00.00.0-11500-15590.00.01874.080.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-12-03T17:05:00.000+0000411SEA-IAH
261672019-06-16WN19393N8617E14843SJUPR10821BWIMD6156150.00.00.000600-065910251012-13.00.00.0-11000-10590.00.01565.070.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-06-16T10:15:00.000+0000013SJU-BWI
412312018-12-03UA19977N473UA11433DTWMI13930ORDIL745737-8.00.00.0-10700-0759805746-19.00.00.0-20800-08590.00.0235.010.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-12-03T12:45:00.000+0000859DTW-ORD
261672019-06-16WN19393N8637A14843SJUPR13204MCOFL13501346-4.00.00.0-11300-135916501647-3.00.00.0-11600-16590.00.01189.050.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-06-16T17:50:00.000+000043SJU-MCO
410772018-10-07WN19393N8531Q10397ATLGA12892LAXCA900857-3.00.00.0-10900-095910501031-19.00.00.0-21000-10590.00.01947.080.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-07T13:00:00.000+00004319ATL-LAX
25612019-05-06EV20366N1353812266IAHTX12951LFTLA18251821-4.00.00.0-11800-185919241921-3.00.00.0-11900-19590.00.0201.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-06T23:25:00.000+000043IAH-LFT
412312018-12-03UA19977N849UA11298DFWTX11292DENCO20132002-11.00.00.0-12000-205921152101-14.00.00.0-12100-21590.00.0641.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-04T02:13:00.000+00001114DFW-DEN
262372019-06-23WN19393N248WN10279AMATX12889LASNV17051703-2.00.00.0-11700-175917101700-10.00.00.0-11700-17590.00.0758.040.00.00.00.00.02019KAMAlarge_airportRick Husband Amarillo International Airport3607NAUSUS-TXAmarilloKAMAAMAAMA-101.706001, 35.219398America/Chicago2019-06-23T22:05:00.000+0000210AMA-LAS
410772018-10-07WN19393N935WN10423AUSTX11292DENCO12051201-4.00.00.0-11200-125913151258-17.00.00.0-21300-13590.00.0775.040.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-07T17:05:00.000+0000457AUS-DEN
25612019-05-06EV20366N860AS12266IAHTX15370TULOK800756-4.00.00.0-10800-08599339352.02.00.000900-09590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-06T13:00:00.000+000044-2IAH-TUL
4101472018-10-14WN19393N567WN14100PHLPA13204MCOFL620618-2.00.00.0-10600-0659850831-19.00.00.0-20800-08590.00.0861.040.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-10-14T10:20:00.000+0000219PHL-MCO
251162019-05-11EV20366N1655912266IAHTX15370TULOK800757-3.00.00.0-10800-0859933923-10.00.00.0-10900-09590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-11T13:00:00.000+00004310IAH-TUL
4121932018-12-19UA19977N3746212173HNLHI14771SFOCA13101305-5.00.00.0-11300-135920112010-1.00.00.0-12000-20590.00.02398.0100.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-19T23:10:00.000+000051HNL-SFO
262372019-06-23WN19393N464WN10821BWIMD11697FLLFL131513150.00.00.001300-135915551542-13.00.00.0-11500-15590.00.0925.040.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-23T17:15:00.000+0000013BWI-FLL
4101472018-10-14WN19393N551WN14193PNSFL12191HOUTX112011200.00.00.001100-115912551248-7.00.00.0-11200-12590.00.0488.020.00.00.00.00.02018KPNSmedium_airportPensacola International Airport121NAUSUS-FLPensacolaKPNSPNSPNS-87.1866, 30.4734America/Chicago2018-10-14T16:20:00.000+000007PNS-HOU
252822019-05-28EV20366N1355312266IAHTX13422MOBAL16351628-7.00.00.0-11600-165918041747-17.00.00.0-21800-18590.00.0427.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-28T21:35:00.000+0000757IAH-MOB
4101472018-10-14WN19393N716SW14683SATTX10397ATLGA720718-2.00.00.0-10700-075910401018-22.00.00.0-21000-10590.00.0874.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-10-14T12:20:00.000+0000222SAT-ATL
25462019-05-04MQ20398N831AE11298DFWTX13244MEMTN830826-4.00.00.0-10800-08591003957-6.00.00.0-11000-10590.00.0431.020.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-04T13:30:00.000+0000446DFW-MEM
4121932018-12-19UA19977N459UA13930ORDIL14100PHLPA14151407-8.00.00.0-11400-145917171709-8.00.00.0-11700-17590.00.0678.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-19T20:15:00.000+000088ORD-PHL
252672019-05-26MQ20398N619AE11067CMIIL13930ORDIL18341826-8.00.00.0-11800-185919391921-18.00.00.0-21900-19590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-05-26T23:34:00.000+0000818CMI-ORD
4101472018-10-14WN19393N233LV14893SMFCA12889LASNV16001554-6.00.00.0-11600-165917201714-6.00.00.0-11700-17590.00.0397.020.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-10-14T23:00:00.000+0000466SMF-LAS
253152019-05-31MQ20398N675AE11067CMIIL13930ORDIL18341827-7.00.00.0-11800-185919391932-7.00.00.0-11900-19590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-05-31T23:34:00.000+000077CMI-ORD
4121932018-12-19UA19977N2747711292DENCO14747SEAWA11211120-1.00.00.0-11100-115913271325-2.00.00.0-11300-13590.00.01024.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T18:21:00.000+000012DEN-SEA
252712019-05-27MQ20398N848AE11057CLTNC14783SGFMO18251820-5.00.00.0-11800-18591949200415.015.01.011900-19590.00.0708.030.00.015.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T22:25:00.000+00005-55CLT-SGF
4121932018-12-19UA19977N6983811292DENCO13930ORDIL655649-6.00.00.0-10600-065910171013-4.00.00.0-11000-10590.00.0888.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T13:55:00.000+000064DEN-ORD
251272019-05-12MQ20398N800AE14783SGFMO11057CLTNC15171514-3.00.00.0-11500-155918401807-33.00.00.0-21800-18590.00.0708.030.00.00.00.00.02019KSGFlarge_airportSpringfield Branson National Airport1268NAUSUS-MOSpringfieldKSGFSGFSGF-93.38860321, 37.24570084America/Chicago2019-05-12T20:17:00.000+0000333SGF-CLT
4101512018-10-15WN19393N259WN10713BOIID11292DENCO800755-5.00.00.0-10800-0859945936-9.00.00.0-10900-09590.00.0649.030.00.00.00.00.02018KBOIlarge_airportBoise Air Terminal/Gowen Field2871NAUSUS-IDBoiseKBOIBOIBOI-116.223, 43.5644America/Boise2018-10-15T14:00:00.000+0000459BOI-DEN
251162019-05-11MQ20398N807AE12953LGANY13931ORFVA15151508-7.00.00.0-11500-155916451619-26.00.00.0-21600-16590.00.0296.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-11T19:15:00.000+0000726LGA-ORF
4121822018-12-18UA19977N827UA13303MIAFL12266IAHTX18331818-15.00.00.0-11800-185920172010-7.00.00.0-12000-20590.00.0964.040.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-18T23:33:00.000+0000157MIA-IAH
25722019-05-07MQ20398N855AE10990CHOVA11057CLTNC19531949-4.00.00.0-11900-195921152105-10.00.00.0-12100-21590.00.0245.010.00.00.00.00.02019KCHOmedium_airportCharlottesville Albemarle Airport639NAUSUS-VACharlottesvilleKCHOCHOCHO-78.4529037475586, 38.13859939575195America/New_York2019-05-07T23:53:00.000+0000410CHO-CLT
4121822018-12-18UA19977N7325114771SFOCA11278DCAVA13151311-4.00.00.0-11300-135921212118-3.00.00.0-12100-21590.00.02442.0100.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-18T21:15:00.000+000043SFO-DCA
262372019-06-23WN19393N8618N14679SANCA10821BWIMD120012000.00.00.001200-125920051936-29.00.00.0-22000-20590.00.02295.0100.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-23T19:00:00.000+0000069SAN-BWI
4121822018-12-18UA19977N7340615304TPAFL12266IAHTX715707-8.00.00.0-10700-0759833827-6.00.00.0-10800-08590.00.0787.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-18T12:15:00.000+000086TPA-IAH
262372019-06-23WN19393N7818L15016STLMO11259DALTX6556550.00.00.000600-06598308366.06.00.000800-08590.00.0546.030.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-23T11:55:00.000+00000-6STL-DAL
4101512018-10-15WN19393N749SW10821BWIMD14492RDUNC820817-3.00.00.0-10800-08599309344.04.00.000900-09590.00.0255.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-15T12:20:00.000+00003-4BWI-RDU
262372019-06-23WN19393N566WN15304TPAFL13342MKEWI900857-3.00.00.0-10900-095910401035-5.00.00.0-11000-10590.00.01075.050.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-06-23T13:00:00.000+0000435TPA-MKE
4101512018-10-15WN19393N564WN11259DALTX14683SATTX6006000.00.00.000600-06597107199.09.00.000700-07590.00.0247.010.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-10-15T11:00:00.000+00000-9DAL-SAT
253042019-05-30MQ20398N928AE11977GRBWI13930ORDIL957947-10.00.00.0-10900-095911091053-16.00.00.0-21100-11590.00.0174.010.00.00.00.00.02019KGRBlarge_airportAustin Straubel International Airport695NAUSUS-WIGreen BayKGRBGRBGRB-88.12960052490234, 44.48509979248047America/Chicago2019-05-30T14:57:00.000+00001056GRB-ORD
4101512018-10-15WN19393N928WN11292DENCO10529BDLCT173017300.00.00.001700-175923052233-32.00.00.0-22300-23590.00.01671.070.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-15T23:30:00.000+0000072DEN-BDL
262412019-06-24WN19393N718SW10397ATLGA13495MSYLA700659-1.00.00.0-10700-0759725721-4.00.00.0-10700-07590.00.0425.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-24T11:00:00.000+0000414ATL-MSY
4101512018-10-15WN19393N8634A11292DENCO13796OAKCA18051802-3.00.00.0-11800-185919501940-10.00.00.0-11900-19590.00.0957.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-16T00:05:00.000+0000310DEN-OAK
262412019-06-24WN19393N8507C10693BNATN11433DTWMI21502148-2.00.00.0-12100-2159256-19.00.00.0-20001-05590.00.0456.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-25T02:50:00.000+0000219BNA-DTW
4121822018-12-18UA19977N827UA12266IAHTX11298DFWTX945941-4.00.00.0-10900-095911021054-8.00.00.0-11100-11590.00.0224.010.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-18T15:45:00.000+0000448IAH-DFW
251422019-05-14MQ20398N528EG11977GRBWI13930ORDIL620616-4.00.00.0-10600-0659729715-14.00.00.0-10700-07590.00.0174.010.00.00.00.00.02019KGRBlarge_airportAustin Straubel International Airport695NAUSUS-WIGreen BayKGRBGRBGRB-88.12960052490234, 44.48509979248047America/Chicago2019-05-14T11:20:00.000+0000414GRB-ORD
4121822018-12-18UA19977N467UA13930ORDIL11278DCAVA14001351-9.00.00.0-11400-145917011642-19.00.00.0-21700-17590.00.0612.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-18T20:00:00.000+00004959ORD-DCA
262412019-06-24WN19393N748SW10693BNATN14492RDUNC700658-2.00.00.0-10700-0759930917-13.00.00.0-10900-09590.00.0442.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-24T12:00:00.000+00004213BNA-RDU
4101512018-10-15WN19393N8634A12264IADVA11292DENCO15201513-7.00.00.0-11500-1559171517161.01.00.001700-17590.00.01452.060.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-10-15T19:20:00.000+00007-1IAD-DEN
251162019-05-11MQ20398N697AB14524RICVA13303MIAFL711708-3.00.00.0-10700-0759945943-2.00.00.0-10900-09590.00.0825.040.00.00.00.00.02019KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2019-05-11T11:11:00.000+000032RIC-MIA
4121822018-12-18UA19977N6980611292DENCO14679SANCA19201917-3.00.00.0-11900-195920422027-15.00.00.0-12000-20590.00.0853.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T02:20:00.000+0000315DEN-SAN
262412019-06-24WN19393N8609A11278DCAVA13232MDWIL16501642-8.00.00.0-11600-165917551729-26.00.00.0-21700-17590.00.0601.030.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-24T20:50:00.000+0000826DCA-MDW
4121122018-12-11WN19393N8548P11292DENCO14570RNONV22052158-7.00.00.0-12200-225923302308-22.00.00.0-22300-23590.00.0804.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-12T05:05:00.000+00004722DEN-RNO
25132019-05-01MQ20398N826AE12953LGANY14524RICVA17291718-11.00.00.0-11700-175918571838-19.00.00.0-21800-18590.00.0292.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-01T21:29:00.000+00001119LGA-RIC
4101732018-10-17WN19393N767SW13198MCIMO15016STLMO14101407-3.00.00.0-11400-145915051500-5.00.00.0-11500-15590.00.0237.010.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-17T19:10:00.000+000035MCI-STL
25942019-05-09MQ20398N531EG11996GSPSC13930ORDIL10311023-8.00.00.0-11000-105911371111-26.00.00.0-21100-11590.00.0577.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-05-09T14:31:00.000+0000826GSP-ORD
4101732018-10-17WN19393N8633A13204MCOFL15016STLMO113011300.00.00.001100-115912551242-13.00.00.0-11200-12590.00.0882.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-17T15:30:00.000+0000013MCO-STL
262412019-06-24WN19393N437WN12889LASNV10800BURCA635631-4.00.00.0-10600-0659735730-5.00.00.0-10700-07590.00.0223.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-24T13:35:00.000+000045LAS-BUR
4121122018-12-11WN19393N443WN12339INDIN13198MCIMO745740-5.00.00.0-10700-07598258261.01.00.000800-08590.00.0451.020.00.00.00.00.02018KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2018-12-11T12:45:00.000+00005-1IND-MCI
262412019-06-24WN19393N7865A12889LASNV14747SEAWA215521550.00.00.002100-21592019-1.00.00.0-10001-05590.00.0867.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-25T04:55:00.000+000001LAS-SEA
4121122018-12-11WN19393N742SW12892LAXCA13796OAKCA820818-2.00.00.0-10800-0859940938-2.00.00.0-10900-09590.00.0337.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-11T16:20:00.000+000022LAX-OAK
252342019-05-23MQ20398N821AE11298DFWTX15401TXKAR17111705-6.00.00.0-11700-175918101802-8.00.00.0-11800-18590.00.0181.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-23T22:11:00.000+000068DFW-TXK
4101732018-10-17WN19393N793SA13796OAKCA14679SANCA192519250.00.00.001900-1959205020500.00.00.002000-20590.00.0446.020.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-18T02:25:00.000+000000OAK-SAN
261012019-06-10AA19805N905NN13930ORDIL14100PHLPA819818-1.00.00.0-10800-0859112411317.07.00.001100-11590.00.0678.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-10T13:19:00.000+00001-7ORD-PHL
4121122018-12-11WN19393N8709Q13198MCIMO14107PHXAZ185518550.00.00.001800-185920502047-3.00.00.0-12000-20590.00.01044.050.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-12T00:55:00.000+000003MCI-PHX
263072019-06-30AA19805N927UW14747SEAWA11057CLTNC86-2.00.00.0-10001-0559807751-16.00.00.0-20800-08590.00.02279.0100.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-30T07:08:00.000+0000256SEA-CLT
4101732018-10-17WN19393N7831B14831SJCCA10800BURCA705701-4.00.00.0-10700-0759805803-2.00.00.0-10800-08590.00.0296.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T14:05:00.000+000042SJC-BUR
26972019-06-09AA19805N833AW14107PHXAZ11423DSMIA840834-6.00.00.0-10800-085913281314-14.00.00.0-11300-13590.00.01149.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-09T15:40:00.000+0000614PHX-DSM
4101732018-10-17WN19393N404WN14831SJCCA12889LASNV945937-8.00.00.0-10900-095911051059-6.00.00.0-11100-11590.00.0386.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T16:45:00.000+0000846SJC-LAS
252822019-05-28YX20452N442YX11278DCAVA13244MEMTN20001958-2.00.00.0-12000-2059213021311.01.00.002100-21590.00.0762.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-29T00:00:00.000+000042-1DCA-MEM
4101732018-10-17WN19393N484WN14831SJCCA12892LAXCA15351532-3.00.00.0-11500-155916551645-10.00.00.0-11600-16590.00.0308.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T22:35:00.000+0000310SJC-LAX
252822019-05-28YX20452N443YX14307PVDRI11278DCAVA13361329-7.00.00.0-11300-135915131507-6.00.00.0-11500-15590.00.0356.020.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-05-28T17:36:00.000+000076PVD-DCA
4101732018-10-17WN19393N567WN14831SJCCA12892LAXCA16351632-3.00.00.0-11600-165917551743-12.00.00.0-11700-17590.00.0308.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T23:35:00.000+0000312SJC-LAX
252012019-05-20YX20452N101HQ13198MCIMO11278DCAVA600554-6.00.00.0-10600-0659929909-20.00.00.0-20900-09590.00.0949.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-20T11:00:00.000+00004620MCI-DCA
4101732018-10-17WN19393N7858A14831SJCCA14679SANCA151015100.00.00.001500-155916301627-3.00.00.0-11600-16590.00.0417.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T22:10:00.000+000003SJC-SAN
261452019-06-14AA19805N819AW14307PVDRI11057CLTNC10111009-2.00.00.0-11000-105912231220-3.00.00.0-11200-12590.00.0683.030.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-14T14:11:00.000+000023PVD-CLT
4121122018-12-11WN19393N400WN14107PHXAZ10140ABQNM22302228-2.00.00.0-12200-225923352326-9.00.00.0-12300-23590.00.0328.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-12T05:30:00.000+000029PHX-ABQ
252452019-05-24YX20452N443YX13495MSYLA13303MIAFL15581555-3.00.00.0-11500-155918551851-4.00.00.0-11800-18590.00.0675.030.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-24T20:58:00.000+000034MSY-MIA
4121122018-12-11WN19393N8655D14107PHXAZ13198MCIMO700659-1.00.00.0-10700-075910251015-10.00.00.0-11000-10590.00.01044.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-11T14:00:00.000+00004110PHX-MCI
25462019-05-04YX20452N431YX10693BNATN12953LGANY746741-5.00.00.0-10700-075911041103-1.00.00.0-11100-11590.00.0764.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-04T12:46:00.000+000051BNA-LGA
4121122018-12-11WN19393N557WN14122PITPA10821BWIMD6106100.00.00.000600-0659720709-11.00.00.0-10700-07590.00.0210.010.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-12-11T11:10:00.000+0000011PIT-BWI
26422019-06-04AA19805N125UW11057CLTNC14122PITPA16351629-6.00.00.0-11600-165918071747-20.00.00.0-21800-18590.00.0366.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-04T20:35:00.000+0000660CLT-PIT
4101622018-10-16WN19393N764SW12896LBBTX12889LASNV151015100.00.00.001500-155915201512-8.00.00.0-11500-15590.00.0775.040.00.00.00.00.02018KLBBlarge_airportLubbock Preston Smith International Airport3282NAUSUS-TXLubbockKLBBLBBLBB-101.822998, 33.663601America/Chicago2018-10-16T20:10:00.000+000008LBB-LAS
262632019-06-26AA19805N818AW15016STLMO14100PHLPA850844-6.00.00.0-10800-085912091150-19.00.00.0-21200-12590.00.0814.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-26T13:50:00.000+0000659STL-PHL
4101622018-10-16WN19393N232WN13204MCOFL14100PHLPA740739-1.00.00.0-10700-07591005945-20.00.00.0-21000-10590.00.0861.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-16T11:40:00.000+0000160MCO-PHL
252122019-05-21YX20452N101HQ11066CMHOH11278DCAVA544541-3.00.00.0-10001-0559657652-5.00.00.0-10600-06590.00.0323.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-21T09:44:00.000+000035CMH-DCA
4121672018-12-16WN19393N499WN11259DALTX12191HOUTX15001456-4.00.00.0-11500-15591610162616.016.01.011600-16590.00.0239.010.00.016.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-16T21:00:00.000+000044-16DAL-HOU
261012019-06-10AA19805N112US11278DCAVA13204MCOFL11371136-1.00.00.0-11100-115913571340-17.00.00.0-21300-13590.00.0759.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-10T15:37:00.000+0000117DCA-MCO
4121672018-12-16WN19393N8718Q11259DALTX12896LBBTX845840-5.00.00.0-10800-0859955950-5.00.00.0-10900-09590.00.0293.020.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-16T14:45:00.000+000055DAL-LBB
261712019-06-17AA19805N753US11057CLTNC12953LGANY22092207-2.00.00.0-12200-2259235523594.04.00.002300-23590.00.0544.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-18T02:09:00.000+00002-4CLT-LGA
4101622018-10-16WN19393N464WN13495MSYLA13232MDWIL15101504-6.00.00.0-11500-155917251710-15.00.00.0-11700-17590.00.0825.040.00.00.00.00.02018KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2018-10-16T20:10:00.000+0000615MSY-MDW
251272019-05-12YX20452N422YX12953LGANY15919XNAAR13401333-7.00.00.0-11300-13591551161120.020.01.011500-15590.00.01147.050.00.020.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-12T17:40:00.000+00007-60LGA-XNA
4121672018-12-16WN19393N8693A11292DENCO13204MCOFL150015000.00.00.001500-155920202007-13.00.00.0-12000-20590.00.01546.070.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-16T22:00:00.000+0000013DEN-MCO
252012019-05-20YX20452N425YX12953LGANY14100PHLPA13001259-1.00.00.0-11300-135914151359-16.00.00.0-21400-14590.00.096.010.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-20T17:00:00.000+00004156LGA-PHL
4121672018-12-16WN19393N7701B12191HOUTX14193PNSFL17101706-4.00.00.0-11700-175918351822-13.00.00.0-11800-18590.00.0488.020.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-16T23:10:00.000+0000413HOU-PNS
252672019-05-26YX20452N131HQ11278DCAVA14027PBIFL12001147-13.00.00.0-11200-125914371422-15.00.00.0-11400-14590.00.0857.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-26T16:00:00.000+00005315DCA-PBI
4101622018-10-16WN19393N461WN14570RNONV14679SANCA6256250.00.00.000600-0659755740-15.00.00.0-10700-07590.00.0488.020.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-16T13:25:00.000+0000015RNO-SAN
252562019-05-25YX20452N136HQ14027PBIFL11278DCAVA15551548-7.00.00.0-11500-155918251809-16.00.00.0-21800-18590.00.0857.040.00.00.00.00.02019KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2019-05-25T19:55:00.000+0000716PBI-DCA
4101622018-10-16WN19393N8626B14679SANCA13198MCIMO17101705-5.00.00.0-11700-175922152151-24.00.00.0-22200-22590.00.01334.060.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-17T00:10:00.000+0000564SAN-MCI
25942019-05-09YX20452N133HQ11423DSMIA14100PHLPA601553-8.00.00.0-10600-06599419443.03.00.000900-09590.00.0972.040.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-05-09T11:01:00.000+000048-3DSM-PHL
4121672018-12-16WN19393N258WN12992LITAR11259DALTX605602-3.00.00.0-10600-06597157172.02.00.000700-07590.00.0296.020.00.00.00.00.02018KLITlarge_airportBill & Hillary Clinton National Airport/Adams Field262NAUSUS-ARLittle RockKLITLITLIT-92.2242965698, 34.729400634799994America/Chicago2018-12-16T12:05:00.000+00003-2LIT-DAL
252712019-05-27YX20452N119HQ10693BNATN11278DCAVA10121010-2.00.00.0-11000-105912581237-21.00.00.0-21200-12590.00.0562.030.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-27T15:12:00.000+0000221BNA-DCA
4101622018-10-16WN19393N567WN15304TPAFL11697FLLFL13451342-3.00.00.0-11300-135914451429-16.00.00.0-21400-14590.00.0197.010.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-16T17:45:00.000+0000316TPA-FLL
251532019-05-15YX20452N419YX10529BDLCT14100PHLPA14411435-6.00.00.0-11400-145916101551-19.00.00.0-21600-16590.00.0196.010.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-05-15T18:41:00.000+0000659BDL-PHL
4101732018-10-17WN19393N219WN10279AMATX11259DALTX16151610-5.00.00.0-11600-1659172017200.00.00.001700-17590.00.0323.020.00.00.00.00.02018KAMAlarge_airportRick Husband Amarillo International Airport3607NAUSUS-TXAmarilloKAMAAMAAMA-101.706001, 35.219398America/Chicago2018-10-17T21:15:00.000+000050AMA-DAL
252672019-05-26YX20452N426YX13303MIAFL10994CHSSC21442142-2.00.00.0-12100-21592329234516.016.01.012300-23590.00.0489.020.00.016.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-27T01:44:00.000+00002-16MIA-CHS
4121672018-12-16WN19393N733SA14027PBIFL10821BWIMD720714-6.00.00.0-10700-0759940921-19.00.00.0-20900-09590.00.0883.040.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-12-16T12:20:00.000+0000619PBI-BWI
251052019-05-10YX20452N407YX13303MIAFL12953LGANY6516510.00.00.000600-065995310018.08.00.000900-09590.00.01096.050.00.00.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-10T10:51:00.000+00000-48MIA-LGA
4101732018-10-17WN19393N7708E10423AUSTX12892LAXCA22002155-5.00.00.0-12200-225923152255-20.00.00.0-22300-23590.00.01242.050.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-18T03:00:00.000+00004560AUS-LAX
261562019-06-15AA19805N971NN10423AUSTX11298DFWTX715712-3.00.00.0-10700-0759824816-8.00.00.0-10800-08590.00.0190.010.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-06-15T12:15:00.000+000038AUS-DFW
4101732018-10-17WN19393N782SA10599BHMAL12191HOUTX550547-3.00.00.0-10001-0559735733-2.00.00.0-10700-07590.00.0570.030.00.00.00.00.02018KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2018-10-17T10:50:00.000+000032BHM-HOU
252712019-05-27YX20452N135HQ11057CLTNC12124HHHSC918910-8.00.00.0-10900-095910231009-14.00.00.0-11000-10590.00.0207.010.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T13:18:00.000+0000814CLT-HHH
4121672018-12-16WN19393N7832A14679SANCA10140ABQNM935932-3.00.00.0-10900-095912151207-8.00.00.0-11200-12590.00.0628.030.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-16T17:35:00.000+000038SAN-ABQ
262152019-06-21AA19805N604AW14307PVDRI11057CLTNC5585580.00.00.000001-0559810804-6.00.00.0-10800-08590.00.0683.030.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-21T09:58:00.000+000006PVD-CLT
4101732018-10-17WN19393N8571Z10821BWIMD10792BUFNY16001558-2.00.00.0-11600-16591705171611.011.00.001700-17590.00.0281.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-17T20:00:00.000+000042-11BWI-BUF
262372019-06-23AA19805N713UW14122PITPA11057CLTNC704700-4.00.00.0-10700-0759835830-5.00.00.0-10800-08590.00.0366.020.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-06-23T11:04:00.000+000045PIT-CLT
4121672018-12-16WN19393N7860A14908SNACA14893SMFCA10101009-1.00.00.0-11000-105911351127-8.00.00.0-11100-11590.00.0404.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-16T18:10:00.000+000018SNA-SMF
261712019-06-17AA19805N601AW11057CLTNC12953LGANY16181613-5.00.00.0-11600-165918171807-10.00.00.0-11800-18590.00.0544.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-17T20:18:00.000+0000510CLT-LGA
410922018-10-09YV20378N243LR14107PHXAZ13796OAKCA720716-4.00.00.0-10700-07599169182.02.00.000900-09590.00.0646.030.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-09T14:20:00.000+00004-2PHX-OAK
251312019-05-13OO20304N875AS10397ATLGA14696SBNIN9519510.00.00.000900-095911471144-3.00.00.0-11100-11590.00.0566.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-13T13:51:00.000+000003ATL-SBN
4121712018-12-17WN19393N915WN10140ABQNM11259DALTX18001755-5.00.00.0-11800-185920352026-9.00.00.0-12000-20590.00.0580.030.00.00.00.00.02018KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2018-12-18T01:00:00.000+0000459ABQ-DAL
251312019-05-13OO20304N820SK10397ATLGA10781BTRLA18051804-1.00.00.0-11800-185918451836-9.00.00.0-11800-18590.00.0448.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-13T22:05:00.000+000019ATL-BTR
4121712018-12-17WN19393N765SW10397ATLGA10693BNATN10351027-8.00.00.0-11000-105910451031-14.00.00.0-11000-10590.00.0214.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T15:35:00.000+0000814ATL-BNA
26422019-06-04AA19805N809AW11057CLTNC14635RSWFL740737-3.00.00.0-10700-0759932102048.048.01.030900-09590.00.0600.030.00.048.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-04T11:40:00.000+00003-88CLT-RSW
4121712018-12-17WN19393N785SW10397ATLGA11066CMHOH915914-1.00.00.0-10900-0959104510450.00.00.001000-10590.00.0447.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T14:15:00.000+000010ATL-CMH
251312019-05-13OO20304N832SK13871OMANE11433DTWMI13561354-2.00.00.0-11300-135916581646-12.00.00.0-11600-16590.00.0651.030.00.00.00.00.02019KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2019-05-13T18:56:00.000+0000212OMA-DTW
4121712018-12-17WN19393N7812G10397ATLGA15304TPAFL113511350.00.00.001100-115913051250-15.00.00.0-11300-13590.00.0406.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T16:35:00.000+0000055ATL-TPA
25132019-05-01OH20397N510AE11278DCAVA11433DTWMI14591453-6.00.00.0-11400-14591638165012.012.00.001600-16590.00.0405.020.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-01T18:59:00.000+00006-12DCA-DTW
4121342018-12-13WN19393N8305E10423AUSTX14771SFOCA19301926-4.00.00.0-11900-195921302118-12.00.00.0-12100-21590.00.01504.070.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-12-14T01:30:00.000+0000412AUS-SFO
252672019-05-26OH20397N501BG11057CLTNC10431AVLNC945939-6.00.00.0-10900-095910511033-18.00.00.0-21000-10590.00.091.010.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-26T13:45:00.000+0000618CLT-AVL
410332018-10-03YV20378N918FJ10599BHMAL11298DFWTX607559-8.00.00.0-10600-0659810755-15.00.00.0-10800-08590.00.0597.030.00.00.00.00.02018KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2018-10-03T11:07:00.000+00004855BHM-DFW
251312019-05-13OH20397N586NN11267DAYOH11057CLTNC910905-5.00.00.0-10900-095910511034-17.00.00.0-21000-10590.00.0370.020.00.00.00.00.02019KDAYlarge_airportJames M Cox Dayton International Airport1009NAUSUS-OHDaytonKDAYDAYDAY-84.21939849853516, 39.902400970458984America/New_York2019-05-13T13:10:00.000+0000517DAY-CLT
4121342018-12-13WN19393N562WN11618EWRNJ13204MCOFL640636-4.00.00.0-10600-0659935916-19.00.00.0-20900-09590.00.0937.040.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-13T11:40:00.000+0000419EWR-MCO
25942019-05-09OH20397N571NN11057CLTNC15370TULOK13151314-1.00.00.0-11300-1359144614504.04.00.001400-14590.00.0842.040.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-09T17:15:00.000+00001-4CLT-TUL
4101142018-10-11YV20378N935LR11298DFWTX12217HSVAL16451642-3.00.00.0-11600-165918321823-9.00.00.0-11800-18590.00.0603.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-11T21:45:00.000+000039DFW-HSV
262742019-06-27MQ20398N858AE13930ORDIL12511JLNMO12001154-6.00.00.0-11200-125913411333-8.00.00.0-11300-13590.00.0484.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-27T17:00:00.000+0000468ORD-JLN
4121342018-12-13WN19393N7731A12892LAXCA14831SJCCA19251923-2.00.00.0-11900-195920352026-9.00.00.0-12000-20590.00.0308.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-14T03:25:00.000+000029LAX-SJC
25722019-05-07OH20397N571NN11057CLTNC11953GNVFL13291324-5.00.00.0-11300-135914581454-4.00.00.0-11400-14590.00.0388.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-07T17:29:00.000+000054CLT-GNV
4101252018-10-12YV20378N503MJ11193CVGKY12264IADVA14451442-3.00.00.0-11400-145916141557-17.00.00.0-21600-16590.00.0388.020.00.00.00.00.02018KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2018-10-12T18:45:00.000+0000357CVG-IAD
262412019-06-24MQ20398N844AE13930ORDIL11067CMIIL8408400.00.00.000800-0859939935-4.00.00.0-10900-09590.00.0135.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-24T13:40:00.000+000004ORD-CMI
4121342018-12-13WN19393N569WN13232MDWIL13796OAKCA190519050.00.00.001900-195921552117-38.00.00.0-22100-21590.00.01844.080.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-12-14T01:05:00.000+0000038MDW-OAK
261822019-06-18MQ20398N855AE13377MLULA11298DFWTX16231621-2.00.00.0-11600-165917501737-13.00.00.0-11700-17590.00.0293.020.00.00.00.00.02019KMLUlarge_airportMonroe Regional Airport79NAUSUS-LAMonroeKMLUMLUMLU-92.0376968383789, 32.51089859008789America/Chicago2019-06-18T21:23:00.000+0000213MLU-DFW
4121342018-12-13WN19393N446WN13871OMANE14107PHXAZ14301429-1.00.00.0-11400-145916251556-29.00.00.0-21600-16590.00.01037.050.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-13T20:30:00.000+0000169OMA-PHX
262522019-06-25MQ20398N234JW11278DCAVA15919XNAAR17111705-6.00.00.0-11700-175918541851-3.00.00.0-11800-18590.00.0963.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-25T21:11:00.000+000063DCA-XNA
4101252018-10-12EV20366N611QX11980GRINE11298DFWTX605559-6.00.00.0-10600-0659753740-13.00.00.0-10700-07590.00.0561.030.00.00.00.00.02018KGRImedium_airportCentral Nebraska Regional Airport1847NAUSUS-NEGrand IslandKGRIGRIGRI-98.30960083007812, 40.967498779296875America/Chicago2018-10-12T11:05:00.000+00004613GRI-DFW
26862019-06-08MQ20398N251NN13930ORDIL11624EYWFL8258250.00.00.000800-085912491247-2.00.00.0-11200-12590.00.01251.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-08T13:25:00.000+000002ORD-EYW
4121342018-12-13WN19393N745SW14107PHXAZ13891ONTCA17051701-4.00.00.0-11700-175917101659-11.00.00.0-11700-17590.00.0325.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-14T00:05:00.000+0000451PHX-ONT
26422019-06-04MQ20398N685AE11612EVVIN13930ORDIL17361731-5.00.00.0-11700-175919141851-23.00.00.0-21900-19590.00.0272.020.00.00.00.00.02019KEVVmedium_airportEvansville Regional Airport418NAUSUS-INEvansvilleKEVVEVVEVV-87.5324020386, 38.0369987488America/Chicago2019-06-04T22:36:00.000+0000563EVV-ORD
4121342018-12-13WN19393N8671D14107PHXAZ14100PHLPA11201113-7.00.00.0-11100-1159174517483.03.00.001700-17590.00.02075.090.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-13T18:20:00.000+00007-3PHX-PHL
262632019-06-26MQ20398N529EA13930ORDIL11066CMHOH725722-3.00.00.0-10700-0759945923-22.00.00.0-20900-09590.00.0296.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-26T12:25:00.000+0000322ORD-CMH
4121342018-12-13WN19393N261WN14683SATTX10693BNATN18551852-3.00.00.0-11800-185921002044-16.00.00.0-22100-21590.00.0822.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-12-14T00:55:00.000+0000356SAT-BNA
26862019-06-08MQ20398N831AE11067CMIIL11298DFWTX15551548-7.00.00.0-11500-155918101745-25.00.00.0-21800-18590.00.0692.030.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-06-08T20:55:00.000+0000765CMI-DFW
4101622018-10-16EV20366N1591212266IAHTX10185AEXLA21302129-1.00.00.0-12100-215922302225-5.00.00.0-12200-22590.00.0190.010.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-17T02:30:00.000+000015IAH-AEX
251532019-05-15OH20397N530EA13485MSNWI14100PHLPA600552-8.00.00.0-10600-06599139163.03.00.000900-09590.00.0764.040.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-05-15T11:00:00.000+000048-3MSN-PHL
4103132018-10-31EV20366N1217212266IAHTX11146CRWWV18301825-5.00.00.0-11800-185922002159-1.00.00.0-12200-22590.00.0975.040.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-31T23:30:00.000+0000541IAH-CRW
25132019-05-01OH20397N539EA11996GSPSC14100PHLPA743736-7.00.00.0-10700-0759930916-14.00.00.0-10900-09590.00.0515.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-05-01T11:43:00.000+0000714GSP-PHL
410812018-10-08EV20366N1213512266IAHTX10747BROTX12251216-9.00.00.0-11200-125913421333-9.00.00.0-11300-13590.00.0308.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-08T17:25:00.000+000099IAH-BRO
25352019-05-03OH20397N567NN11057CLTNC11066CMHOH16031557-6.00.00.0-11600-165917291720-9.00.00.0-11700-17590.00.0347.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-03T20:03:00.000+0000469CLT-CMH
4121822018-12-18WN19393N7720F11540ELPTX14683SATTX805801-4.00.00.0-10800-085910301019-11.00.00.0-11000-10590.00.0496.020.00.00.00.00.02018KELPmedium_airportEl Paso International Airport3959NAUSUS-TXEl PasoKELPELPELP-106.3779984, 31.80719948America/Denver2018-12-18T15:05:00.000+0000411ELP-SAT
261932019-06-19MQ20398N855AE15401TXKAR11298DFWTX10391034-5.00.00.0-11000-1059114311441.01.00.001100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-19T15:39:00.000+00005-1TXK-DFW
410112018-10-01OO20304N767SK13487MSPMN13930ORDIL201520150.00.00.002000-20592147220316.016.01.012100-21590.00.0334.020.00.016.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-02T01:15:00.000+00000-56MSP-ORD
262742019-06-27MQ20398N818AE15401TXKAR11298DFWTX10391033-6.00.00.0-11000-105911431129-14.00.00.0-11100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-27T15:39:00.000+0000614TXK-DFW
410112018-10-01OO20304N931EV13422MOBAL10397ATLGA600557-3.00.00.0-10600-0659820819-1.00.00.0-10800-08590.00.0302.020.00.00.00.00.02018KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2018-10-01T11:00:00.000+0000431MOB-ATL
263072019-06-30MQ20398N820AE15401TXKAR11298DFWTX10391026-13.00.00.0-11000-105911431124-19.00.00.0-21100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-30T15:39:00.000+00001319TXK-DFW
410112018-10-01OO20304N205SY13930ORDIL13342MKEWI17501746-4.00.00.0-11700-175918401827-13.00.00.0-11800-18590.00.067.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-01T22:50:00.000+0000413ORD-MKE
251532019-05-15OH20397N568NN13342MKEWI11057CLTNC525518-7.00.00.0-10001-05598318310.00.00.000800-08590.00.0651.030.00.00.00.00.02019KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2019-05-15T10:25:00.000+000070MKE-CLT
410112018-10-01OO20304N142SY14570RNONV14771SFOCA12351231-4.00.00.0-11200-125913531334-19.00.00.0-21300-13590.00.0192.010.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-01T19:35:00.000+0000419RNO-SFO
26422019-06-04MQ20398N803AE14960SPSTX11298DFWTX500447-13.00.00.0-10001-0559553535-18.00.00.0-20001-05590.00.0113.010.00.00.00.00.02019KSPSlarge_airportSheppard Air Force Base-Wichita Falls Municipal Airport1019NAUSUS-TXWichita FallsKSPSSPSSPS-98.491898, 33.9888America/Chicago2019-06-04T10:00:00.000+00005318SPS-DFW
410112018-10-01OO20304N946SW11292DENCO11109COSCO20001953-7.00.00.0-12000-205920522033-19.00.00.0-22000-20590.00.073.010.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-02T02:00:00.000+00004719DEN-COS
25612019-05-06OH20397N242JS11278DCAVA14492RDUNC20001950-10.00.00.0-12000-205921122052-20.00.00.0-22100-21590.00.0227.010.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-07T00:00:00.000+00005060DCA-RDU
4121822018-12-18WN19393N749SW13244MEMTN11292DENCO10301025-5.00.00.0-11000-105912051143-22.00.00.0-21200-12590.00.0872.040.00.00.00.00.02018KMEMlarge_airportMemphis International Airport341NAUSUS-TNMemphisKMEMMEMMEM-89.97669982910156, 35.04240036010742America/Chicago2018-12-18T16:30:00.000+0000562MEM-DEN
262152019-06-21MQ20398N276NN11066CMHOH13930ORDIL836835-1.00.00.0-10800-08599109100.00.00.000900-09590.00.0296.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-06-21T12:36:00.000+000010CMH-ORD
410112018-10-01OO20304N937SW14698SBPCA14771SFOCA13401337-3.00.00.0-11300-135914481433-15.00.00.0-11400-14590.00.0190.010.00.00.00.00.02018KSBPmedium_airportSan Luis County Regional Airport212NAUSUS-CASan Luis ObispoKSBPSBPSBP-120.641998291, 35.236801147499996America/Los_Angeles2018-10-01T20:40:00.000+0000315SBP-SFO
26272019-06-02MQ20398N827AE14783SGFMO11057CLTNC700653-7.00.00.0-10700-075910241017-7.00.00.0-11000-10590.00.0708.030.00.00.00.00.02019KSGFlarge_airportSpringfield Branson National Airport1268NAUSUS-MOSpringfieldKSGFSGFSGF-93.38860321, 37.24570084America/Chicago2019-06-02T12:00:00.000+0000477SGF-CLT
410112018-10-01OO20304N141SY14771SFOCA15376TUSAZ838834-4.00.00.0-10800-08591049110112.012.00.001000-10590.00.0751.040.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-01T15:38:00.000+00004-52SFO-TUS
25242019-05-02OH20397N254PS13931ORFVA11278DCAVA16201617-3.00.00.0-11600-165917251924119.0119.01.071700-17590.00.0142.010.00.0119.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-02T20:20:00.000+00003-199ORF-DCA
410112018-10-01OO20304N161SY11292DENCO14683SATTX17501748-2.00.00.0-11700-175921152054-21.00.00.0-22100-21590.00.0794.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-01T23:50:00.000+0000261DEN-SAT
261012019-06-10MQ20398N622AE11067CMIIL13930ORDIL630626-4.00.00.0-10600-0659734726-8.00.00.0-10700-07590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-06-10T11:30:00.000+000048CMI-ORD
4121822018-12-18WN19393N951WN13871OMANE15016STLMO13551351-4.00.00.0-11300-135915001454-6.00.00.0-11500-15590.00.0342.020.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-18T19:55:00.000+0000446OMA-STL
25942019-05-09OH20397N516AE10581BGRME11278DCAVA17021655-7.00.00.0-11700-175919001847-13.00.00.0-11900-19590.00.0590.030.00.00.00.00.02019KBGRlarge_airportBangor International Airport192NAUSUS-MEBangorKBGRBGRBGR-68.8281021118164, 44.80739974975586America/New_York2019-05-09T21:02:00.000+00004753BGR-DCA
4121822018-12-18WN19393N8613K14679SANCA13198MCIMO10351034-1.00.00.0-11000-1059154015400.00.00.001500-15590.00.01334.060.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-18T18:35:00.000+000010SAN-MCI
252122019-05-21OH20397N582NN11057CLTNC12264IADVA725718-7.00.00.0-10700-0759843833-10.00.00.0-10800-08590.00.0322.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-21T11:25:00.000+0000710CLT-IAD
410222018-10-02OO20304N255SY14869SLCUT10713BOIID17201713-7.00.00.0-11700-175918351820-15.00.00.0-11800-18590.00.0290.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-02T23:20:00.000+0000715SLC-BOI
261012019-06-10MQ20398N918AE11298DFWTX11982GRKTX715708-7.00.00.0-10700-0759803758-5.00.00.0-10800-08590.00.0134.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-10T12:15:00.000+0000745DFW-GRK
412642018-12-06AA19805N931NN14869SLCUT14107PHXAZ13431337-6.00.00.0-11300-135915231522-1.00.00.0-11500-15590.00.0507.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-06T20:43:00.000+000061SLC-PHX
262632019-06-26MQ20398N827AE11298DFWTX15074SWOOK22252219-6.00.00.0-12200-22592326233812.012.00.002300-23590.00.0225.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-27T03:25:00.000+00006-12DFW-SWO
4121822018-12-18AA19805N913NN14869SLCUT14107PHXAZ13431341-2.00.00.0-11300-135915231519-4.00.00.0-11500-15590.00.0507.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-18T20:43:00.000+000024SLC-PHX
251862019-05-18OH20397N710PS10581BGRME11278DCAVA12181217-1.00.00.0-11200-125914191358-21.00.00.0-21400-14590.00.0590.030.00.00.00.00.02019KBGRlarge_airportBangor International Airport192NAUSUS-MEBangorKBGRBGRBGR-68.8281021118164, 44.80739974975586America/New_York2019-05-18T16:18:00.000+0000161BGR-DCA
410222018-10-02OO20304N944SW10208AGSGA10397ATLGA19141905-9.00.00.0-11900-195920192017-2.00.00.0-12000-20590.00.0143.010.00.00.00.00.02018KAGSlarge_airportAugusta Regional At Bush Field144NAUSUS-GAAugustaKAGSAGSAGS-81.9645004272461, 33.36989974975586America/New_York2018-10-02T23:14:00.000+000092AGS-ATL
26862019-06-08MQ20398N902BC13930ORDIL10599BHMAL12241223-1.00.00.0-11200-1259141514150.00.00.001400-14590.00.0583.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-08T17:24:00.000+000010ORD-BHM
412162018-12-01AA19805N900613303MIAFL14492RDUNC15361531-5.00.00.0-11500-155917401736-4.00.00.0-11700-17590.00.0700.030.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-01T20:36:00.000+000054MIA-RDU
261452019-06-14MQ20398N825AE11298DFWTX14960SPSTX14251417-8.00.00.0-11400-1459151715247.07.00.001500-15590.00.0113.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-14T19:25:00.000+00008-7DFW-SPS
410222018-10-02OO20304N953SW11823FWAIN13487MSPMN704701-3.00.00.0-10700-075981582712.012.00.000800-08590.00.0488.020.00.00.00.00.02018KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2018-10-02T11:04:00.000+00003-12FWA-MSP
251422019-05-14OH20397N502AE14730SDFKY11278DCAVA12201214-6.00.00.0-11200-1259140014077.07.00.001400-14590.00.0474.020.00.00.00.00.02019KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2019-05-14T16:20:00.000+00006-7SDF-DCA
4122372018-12-23AA19805N997NN14679SANCA13930ORDIL730725-5.00.00.0-10700-075913351320-15.00.00.0-11300-13590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-23T15:30:00.000+0000515SAN-ORD
26752019-06-07MQ20398N827AE14960SPSTX11298DFWTX10421033-9.00.00.0-11000-1059114011411.01.00.001100-11590.00.0113.010.00.00.00.00.02019KSPSlarge_airportSheppard Air Force Base-Wichita Falls Municipal Airport1019NAUSUS-TXWichita FallsKSPSSPSSPS-98.491898, 33.9888America/Chicago2019-06-07T15:42:00.000+00009-1SPS-DFW
4122372018-12-23AA19805N980TW11298DFWTX11042CLEOH11301125-5.00.00.0-11100-115915081443-25.00.00.0-21500-15590.00.01021.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-23T17:30:00.000+0000565DFW-CLE
252562019-05-25OH20397N601EN11057CLTNC15016STLMO14391436-3.00.00.0-11400-145915381525-13.00.00.0-11500-15590.00.0575.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-25T18:39:00.000+0000313CLT-STL
410222018-10-02OO20304N438SW13487MSPMN13459MQTMI20302023-7.00.00.0-12000-205922492232-17.00.00.0-22200-22590.00.0300.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T01:30:00.000+0000717MSP-MQT
251752019-05-17WN19393N286WN11259DALTX13342MKEWI17051700-5.00.00.0-11700-175919201910-10.00.00.0-11900-19590.00.0850.040.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-17T22:05:00.000+0000510DAL-MKE
410222018-10-02OO20304N914EV14113PIHID14869SLCUT15201513-7.00.00.0-11500-155916201610-10.00.00.0-11600-16590.00.0150.010.00.00.00.00.02018KPIHmedium_airportPocatello Regional Airport4452NAUSUS-IDPocatelloKPIHPIHPIH-112.59600067138672, 42.9098014831543America/Denver2018-10-02T21:20:00.000+0000710PIH-SLC
251752019-05-17WN19393N773SA11292DENCO13198MCIMO161516150.00.00.001600-165918551844-11.00.00.0-11800-18590.00.0533.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-17T22:15:00.000+0000011DEN-MCI
4121672018-12-16AA19805N942NN13930ORDIL13204MCOFL705654-11.00.00.0-10700-075910431042-1.00.00.0-11000-10590.00.01005.050.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-16T13:05:00.000+0000511ORD-MCO
261822019-06-18B620409N228JB10721BOSMA14492RDUNC610607-3.00.00.0-10600-0659808803-5.00.00.0-10800-08590.00.0612.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-18T10:10:00.000+000035BOS-RDU
4121122018-12-11AA19805N963TW13851OKCOK11298DFWTX12201211-9.00.00.0-11200-125913291307-22.00.00.0-21300-13590.00.0175.010.00.00.00.00.02018KOKClarge_airportWill Rogers World Airport1295NAUSUS-OKOklahoma CityKOKCOKCOKC-97.60070037841797, 35.39310073852539America/Chicago2018-12-11T18:20:00.000+0000922OKC-DFW
251752019-05-17WN19393N7714B12889LASNV12954LGBCA730729-1.00.00.0-10700-0759835826-9.00.00.0-10800-08590.00.0231.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-17T14:30:00.000+000019LAS-LGB
4122262018-12-22AA19805N970NN13930ORDIL14908SNACA165016500.00.00.001600-165919201902-18.00.00.0-21900-19590.00.01726.070.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-22T22:50:00.000+0000018ORD-SNA
251752019-05-17WN19393N7869A12953LGANY13232MDWIL18501849-1.00.00.0-11800-185920201958-22.00.00.0-22000-20590.00.0725.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-17T22:50:00.000+0000162LGA-MDW
4121452018-12-14AA19805N393AN13303MIAFL12478JFKNY7047040.00.00.000700-075995710047.07.00.000900-09590.00.01089.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-14T12:04:00.000+00000-47MIA-JFK
251752019-05-17WN19393N7751A13204MCOFL13495MSYLA10201015-5.00.00.0-11000-105911101058-12.00.00.0-11100-11590.00.0551.030.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-17T14:20:00.000+0000552MCO-MSY
4121712018-12-17AA19805N968AN10529BDLCT13930ORDIL15461542-4.00.00.0-11500-155917341716-18.00.00.0-21700-17590.00.0783.040.00.00.00.00.02018KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2018-12-17T20:46:00.000+0000418BDL-ORD
251752019-05-17WN19393N294WN13342MKEWI10721BOSMA730727-3.00.00.0-10700-075910501026-24.00.00.0-21000-10590.00.0860.040.00.00.00.00.02019KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2019-05-17T12:30:00.000+0000324MKE-BOS
410332018-10-03OO20304N439SW11003CIDIA11433DTWMI630627-3.00.00.0-10600-0659914902-12.00.00.0-10900-09590.00.0430.020.00.00.00.00.02018KCIDlarge_airportThe Eastern Iowa Airport869NAUSUS-IACedar RapidsKCIDCIDCID-91.71080017089844, 41.884700775146484America/Chicago2018-10-03T11:30:00.000+0000312CID-DTW
251752019-05-17WN19393N450WN13495MSYLA10693BNATN13051300-5.00.00.0-11300-135914351427-8.00.00.0-11400-14590.00.0471.020.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-17T18:05:00.000+000058MSY-BNA
410332018-10-03OO20304N8965E13487MSPMN11721FNTMI20402039-1.00.00.0-12000-20592317234124.024.01.012300-23590.00.0491.020.00.024.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-04T01:40:00.000+00001-24MSP-FNT
263072019-06-30B620409N323JB12953LGANY10721BOSMA10451034-11.00.00.0-11000-105912131136-37.00.00.0-21200-12590.00.0184.010.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-30T14:45:00.000+00001177LGA-BOS
4121562018-12-15AA19805N990NN14843SJUPR11298DFWTX922915-7.00.00.0-10900-095912431206-37.00.00.0-21200-12590.00.02165.090.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-15T13:22:00.000+0000737SJU-DFW
263072019-06-30B620409N827JB14307PVDRI14027PBIFL11551150-5.00.00.0-11100-1159144314529.09.00.001400-14590.00.01148.050.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-30T15:55:00.000+00005-9PVD-PBI
410332018-10-03OO20304N868AS13487MSPMN10627BISND12451241-4.00.00.0-11200-125914141410-4.00.00.0-11400-14590.00.0386.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T17:45:00.000+000044MSP-BIS
251752019-05-17WN19393N7886A14679SANCA11292DENCO18551847-8.00.00.0-11800-185922052146-19.00.00.0-22200-22590.00.0853.040.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-05-18T01:55:00.000+0000859SAN-DEN
410332018-10-03OO20304N269SY11986GRRMI13487MSPMN13071256-11.00.00.0-11300-135913421329-13.00.00.0-11300-13590.00.0408.020.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-03T17:07:00.000+00005113GRR-MSP
263072019-06-30B620409N627JB10721BOSMA15304TPAFL956953-3.00.00.0-10900-095913081247-21.00.00.0-21300-13590.00.01185.050.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-30T13:56:00.000+0000361BOS-TPA
410332018-10-03OO20304N856AS13076LSEWI13487MSPMN700647-13.00.00.0-10700-0759803756-7.00.00.0-10800-08590.00.0119.010.00.00.00.00.02018KLSEmedium_airportLa Crosse Municipal Airport655NAUSUS-WILa CrosseKLSELSELSE-91.256699, 43.879002America/Chicago2018-10-03T12:00:00.000+00005347LSE-MSP
251752019-05-17WN19393N292WN14683SATTX15016STLMO16251623-2.00.00.0-11600-165918251819-6.00.00.0-11800-18590.00.0786.040.00.00.00.00.02019KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2019-05-17T21:25:00.000+000026SAT-STL
4122042018-12-20AA19805N897NN14679SANCA13930ORDIL22502241-9.00.00.0-12200-2259448446-2.00.00.0-10001-05590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-21T06:50:00.000+000092SAN-ORD
26422019-06-04DL19790N929AT13930ORDIL12953LGANY745741-4.00.00.0-10700-075911021052-10.00.00.0-11100-11590.00.0733.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-04T12:45:00.000+0000450ORD-LGA
410332018-10-03OO20304N771SK13487MSPMN13232MDWIL1001956-5.00.00.0-11000-105911451136-9.00.00.0-11100-11590.00.0349.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T15:01:00.000+0000459MSP-MDW
251752019-05-17WN19393N463WN14893SMFCA10800BURCA10501047-3.00.00.0-11000-105912051157-8.00.00.0-11200-12590.00.0358.020.00.00.00.00.02019KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2019-05-17T17:50:00.000+0000348SMF-BUR
4121342018-12-13AA19805N886NN11278DCAVA13930ORDIL14301427-3.00.00.0-11400-145915451533-12.00.00.0-11500-15590.00.0612.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-13T19:30:00.000+0000312DCA-ORD
26422019-06-04DL19790N832DN10397ATLGA14057PDXOR201520150.00.00.002000-205922272206-21.00.00.0-22200-22590.00.02172.090.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T00:15:00.000+0000021ATL-PDX
410332018-10-03OO20304N915SW14025PBGNY12264IADVA930920-10.00.00.0-10900-095911221057-25.00.00.0-21100-11590.00.0444.020.00.00.00.00.02018KPBGmedium_airportPlattsburgh International Airport234NAUSUS-NYPlattsburghKPBGPBGPBG-73.46810150146484, 44.650901794433594America/New_York2018-10-03T13:30:00.000+00001065PBG-IAD
26422019-06-04DL19790N981AT13230MDTPA10397ATLGA12111205-6.00.00.0-11200-125914121357-15.00.00.0-11400-14590.00.0620.030.00.00.00.00.02019KMDTmedium_airportHarrisburg International Airport310NAUSUS-PAHarrisburgKMDTMDTMDT-76.7633972168, 40.1935005188America/New_York2019-06-04T16:11:00.000+0000655MDT-ATL
410332018-10-03OO20304N435SW13930ORDIL11471EAUWI11271120-7.00.00.0-11100-115912501239-11.00.00.0-11200-12590.00.0269.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-03T16:27:00.000+0000711ORD-EAU
26422019-06-04DL19790N987DN13487MSPMN13198MCIMO1005958-7.00.00.0-11000-105911291112-17.00.00.0-21100-11590.00.0393.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-04T15:05:00.000+00004717MSP-MCI
410332018-10-03OO20304N128SY11292DENCO12451JAXFL10151009-6.00.00.0-11000-105915321531-1.00.00.0-11500-15590.00.01447.060.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-03T16:15:00.000+000061DEN-JAX
26422019-06-04DL19790N912DE10397ATLGA10599BHMAL10501048-2.00.00.0-11000-105910421032-10.00.00.0-11000-10590.00.0134.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T14:50:00.000+0000210ATL-BHM
410332018-10-03OO20304N148SY14771SFOCA10140ABQNM193019300.00.00.001900-1959230523050.00.00.002300-23590.00.0896.040.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-04T02:30:00.000+000000SFO-ABQ
251862019-05-18WN19393N8563Z10821BWIMD14576ROCNY11001055-5.00.00.0-11100-115912151156-19.00.00.0-21200-12590.00.0277.020.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-18T15:00:00.000+00004559BWI-ROC
410332018-10-03OO20304N652BR14489RDMOR14771SFOCA20162005-11.00.00.0-12000-205922002152-8.00.00.0-12200-22590.00.0462.020.00.00.00.00.02018KRDMmedium_airportRoberts Field3080NAUSUS-ORRedmondKRDMRDMRDM-121.1500015, 44.2541008America/Los_Angeles2018-10-04T03:16:00.000+00001148RDM-SFO
251862019-05-18WN19393N770SA11066CMHOH15304TPAFL17301725-5.00.00.0-11700-175919451930-15.00.00.0-11900-19590.00.0829.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-18T21:30:00.000+0000515CMH-TPA
410332018-10-03OO20304N130SY13930ORDIL15919XNAAR20132006-7.00.00.0-12000-205922052200-5.00.00.0-12200-22590.00.0522.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T01:13:00.000+000075ORD-XNA
26422019-06-04DL19790N345DN10397ATLGA11697FLLFL160516050.00.00.001600-1659180118087.07.00.001800-18590.00.0581.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T20:05:00.000+00000-7ATL-FLL
410332018-10-03OO20304N930SW13930ORDIL13485MSNWI653645-8.00.00.0-10600-0659751730-21.00.00.0-20700-07590.00.0109.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-03T11:53:00.000+0000821ORD-MSN
251862019-05-18WN19393N554WN11278DCAVA15304TPAFL18451844-1.00.00.0-11800-185921102104-6.00.00.0-12100-21590.00.0814.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-18T22:45:00.000+000016DCA-TPA
410332018-10-03OO20304N785SK10372ASECO11292DENCO16001543-17.00.00.0-21600-165916551637-18.00.00.0-21600-16590.00.0125.010.00.00.00.00.02018KASEmedium_airportAspen-Pitkin Co/Sardy Field7820NAUSUS-COAspenKASEASEASE-106.8690033, 39.22320175America/Denver2018-10-03T22:00:00.000+00005718ASE-DEN
26422019-06-04DL19790N980AT14747SEAWA12889LASNV12221218-4.00.00.0-11200-125914541451-3.00.00.0-11400-14590.00.0867.040.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-04T19:22:00.000+000043SEA-LAS
412312018-12-03AA19805N657AW10397ATLGA11298DFWTX16291622-7.00.00.0-11600-1659175517594.04.00.001700-17590.00.0731.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-03T21:29:00.000+00007-4ATL-DFW
26422019-06-04DL19790N962DN10529BDLCT10397ATLGA12451240-5.00.00.0-11200-125915101457-13.00.00.0-11500-15590.00.0859.040.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-06-04T16:45:00.000+0000553BDL-ATL
410442018-10-04OO20304N761ND11298DFWTX12891LAWOK162516250.00.00.001600-165917231717-6.00.00.0-11700-17590.00.0140.010.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-04T21:25:00.000+000006DFW-LAW
26422019-06-04DL19790N369DN12953LGANY11433DTWMI710708-2.00.00.0-10700-0759909855-14.00.00.0-10900-09590.00.0502.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-04T11:10:00.000+0000254LGA-DTW
410442018-10-04OO20304N718SK13930ORDIL14869SLCUT14051400-5.00.00.0-11400-14591636170630.030.01.021600-16590.00.01250.060.00.030.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T19:05:00.000+00005-70ORD-SLC
251862019-05-18WN19393N8310C12339INDIN12889LASNV800759-1.00.00.0-10800-0859855853-2.00.00.0-10800-08590.00.01590.070.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-18T12:00:00.000+0000412IND-LAS
410442018-10-04OO20304N754SK14730SDFKY13930ORDIL15161506-10.00.00.0-11500-15591549160314.014.00.001500-15590.00.0286.020.00.00.00.00.02018KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2018-10-04T19:16:00.000+000010-54SDF-ORD
251862019-05-18WN19393N8557Q12339INDIN14635RSWFL18251817-8.00.00.0-11800-185920552026-29.00.00.0-22000-20590.00.0945.040.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-18T22:25:00.000+0000829IND-RSW
410442018-10-04OO20304N400SY11259DALTX11278DCAVA700651-9.00.00.0-10700-07591050110414.014.00.001000-10590.00.01184.050.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-10-04T12:00:00.000+000049-54DAL-DCA
26422019-06-04DL19790N334NW10397ATLGA11259DALTX13581353-5.00.00.0-11300-135915131455-18.00.00.0-21500-15590.00.0721.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T17:58:00.000+0000558ATL-DAL
412642018-12-06AA19805N317PG11298DFWTX11540ELPTX13201316-4.00.00.0-11300-135914011400-1.00.00.0-11400-14590.00.0551.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-06T19:20:00.000+000041DFW-ELP
26422019-06-04DL19790N922AT10397ATLGA12217HSVAL20592054-5.00.00.0-12000-205920582053-5.00.00.0-12000-20590.00.0151.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T00:59:00.000+000055ATL-HSV
410442018-10-04OO20304N453SW10397ATLGA11641FAYNC17171716-1.00.00.0-11700-1759183018388.08.00.001800-18590.00.0331.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-04T21:17:00.000+00001-8ATL-FAY
252232019-05-22YX20452N863RW11624EYWFL11618EWRNJ13151252-23.00.00.0-21300-135916301606-24.00.00.0-21600-16590.00.01196.050.00.00.00.00.02019KEYWmedium_airportKey West International Airport3NAUSUS-FLKey WestKEYWEYWEYW-81.75959777832031, 24.556100845336914America/New_York2019-05-22T17:15:00.000+00006324EYW-EWR
4121712018-12-17AA19805N930AN14057PDXOR13930ORDIL13371329-8.00.00.0-11300-135919391921-18.00.00.0-21900-19590.00.01739.070.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-12-17T21:37:00.000+0000818PDX-ORD
252232019-05-22YX20452N657RW13930ORDIL14122PITPA11401137-3.00.00.0-11100-115914121358-14.00.00.0-11400-14590.00.0413.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-22T16:40:00.000+0000354ORD-PIT
410442018-10-04OO20304N443SW13230MDTPA11433DTWMI600555-5.00.00.0-10600-0659739719-20.00.00.0-20700-07590.00.0371.020.00.00.00.00.02018KMDTmedium_airportHarrisburg International Airport310NAUSUS-PAHarrisburgKMDTMDTMDT-76.7633972168, 40.1935005188America/New_York2018-10-04T10:00:00.000+00004520MDT-DTW
252232019-05-22YX20452N651RW11618EWRNJ11193CVGKY165916590.00.00.001600-165919081903-5.00.00.0-11900-19590.00.0569.030.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-22T20:59:00.000+000005EWR-CVG
410442018-10-04OO20304N779CA11109COSCO14869SLCUT12351216-19.00.00.0-21200-125914261401-25.00.00.0-21400-14590.00.0411.020.00.00.00.00.02018KCOSlarge_airportCity of Colorado Springs Municipal Airport6187NAUSUS-COColorado SpringsKCOSCOSCOS-104.700996, 38.805801America/Denver2018-10-04T18:35:00.000+00001925COS-SLC
26532019-06-05YX20452N640RW15370TULOK12266IAHTX500455-5.00.00.0-10001-0559643624-19.00.00.0-20600-06590.00.0429.020.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-06-05T10:00:00.000+00004519TUL-IAH
4122852018-12-28AA19805N990AN14843SJUPR13303MIAFL12251220-5.00.00.0-11200-125914191413-6.00.00.0-11400-14590.00.01045.050.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-28T16:25:00.000+000056SJU-MIA
26642019-06-06YX20452N649RW13158MAFTX11292DENCO18371832-5.00.00.0-11800-185919401932-8.00.00.0-11900-19590.00.0563.030.00.00.00.00.02019KMAFmedium_airportMidland International Airport2871NAUSUS-TXMidlandKMAFMAFMAF-102.2020034790039, 31.9424991607666America/Chicago2019-06-06T23:37:00.000+000058MAF-DEN
4122372018-12-23AA19805N800AN11298DFWTX13930ORDIL16351634-1.00.00.0-11600-165919011856-5.00.00.0-11900-19590.00.0801.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-23T22:35:00.000+0000145DFW-ORD
26752019-06-07YX20452N752YX11618EWRNJ12451JAXFL14001355-5.00.00.0-11400-145916241619-5.00.00.0-11600-16590.00.0820.040.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-07T18:00:00.000+0000455EWR-JAX
4123072018-12-30AA19805N164NN11298DFWTX12889LASNV15311528-3.00.00.0-11500-155916291627-2.00.00.0-11600-16590.00.01055.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-30T21:31:00.000+000032DFW-LAS
252452019-05-24YX20452N657RW13930ORDIL11624EYWFL11251115-10.00.00.0-11100-115915371529-8.00.00.0-11500-15590.00.01251.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-24T16:25:00.000+0000108ORD-EYW
4121122018-12-11AA19805N140AN11298DFWTX12892LAXCA910905-5.00.00.0-10900-095910501037-13.00.00.0-11000-10590.00.01235.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-11T15:10:00.000+0000513DFW-LAX
26862019-06-08YX20452N729YX11057CLTNC11618EWRNJ16301626-4.00.00.0-11600-1659184218486.06.00.001800-18590.00.0529.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-08T20:30:00.000+00004-6CLT-EWR
4122522018-12-25AA19805N812NN14262PSPCA11298DFWTX620614-6.00.00.0-10600-065911091104-5.00.00.0-11100-11590.00.01126.050.00.00.00.00.02018KPSPmedium_airportPalm Springs International Airport477NAUSUS-CAPalm SpringsKPSPPSPPSP-116.50700378417969, 33.8297004699707America/Los_Angeles2018-12-25T14:20:00.000+000065PSP-DFW
26862019-06-08YX20452N639RW11618EWRNJ14524RICVA830822-8.00.00.0-10800-08591009941-28.00.00.0-21000-10590.00.0277.020.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-08T12:30:00.000+0000868EWR-RIC
4101142018-10-11OO20304N907EV13930ORDIL14696SBNIN18351832-3.00.00.0-11800-18592027203811.011.00.002000-20590.00.084.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-11T23:35:00.000+00003-11ORD-SBN
26862019-06-08YX20452N635RW11618EWRNJ13198MCIMO141514150.00.00.001400-145916221602-20.00.00.0-21600-16590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-08T18:15:00.000+0000020EWR-MCI
4101142018-10-11OO20304N472CA11292DENCO14262PSPCA153515350.00.00.001500-1559165617048.08.00.001600-16590.00.0776.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-11T21:35:00.000+00000-48DEN-PSP
252712019-05-27YX20452N729YX11618EWRNJ13198MCIMO845841-4.00.00.0-10800-085910591041-18.00.00.0-21000-10590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-27T12:45:00.000+0000418EWR-MCI
4101142018-10-11OO20304N208SY14869SLCUT12892LAXCA20062002-4.00.00.0-12000-205921082058-10.00.00.0-12100-21590.00.0590.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-12T02:06:00.000+0000450SLC-LAX
26972019-06-09YX20452N859RW12266IAHTX11433DTWMI725719-6.00.00.0-10700-075911181100-18.00.00.0-21100-11590.00.01075.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-09T12:25:00.000+0000618IAH-DTW
4122042018-12-20AA19805N991AU11298DFWTX14057PDXOR17181717-1.00.00.0-11700-175919351925-10.00.00.0-11900-19590.00.01616.070.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-20T23:18:00.000+0000110DFW-PDX
252822019-05-28YX20452N856RW12339INDIN11618EWRNJ545541-4.00.00.0-10001-0559746730-16.00.00.0-20700-07590.00.0645.030.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-28T09:45:00.000+0000416IND-EWR
4121932018-12-19AA19805N848NN14107PHXAZ12478JFKNY13511349-2.00.00.0-11300-13592030205222.022.01.012000-20590.00.02153.090.00.022.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-19T20:51:00.000+00002-22PHX-JFK
261012019-06-10YX20452N641RW11618EWRNJ13198MCIMO14151412-3.00.00.0-11400-1459162216242.02.00.001600-16590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-10T18:15:00.000+00003-2EWR-MCI
412862018-12-08AA19805N128AN12892LAXCA11298DFWTX700654-6.00.00.0-10700-075912041159-5.00.00.0-11200-12590.00.01235.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-08T15:00:00.000+00004645LAX-DFW
252822019-05-28YX20452N631RW12339INDIN13930ORDIL730727-3.00.00.0-10700-0759741722-19.00.00.0-20700-07590.00.0177.010.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-28T11:30:00.000+0000319IND-ORD
4101142018-10-11OO20304N442SW14869SLCUT11122CPRWY20152009-6.00.00.0-12000-205921362113-23.00.00.0-22100-21590.00.0320.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-12T02:15:00.000+0000623SLC-CPR
251272019-05-129E20363N138EV15249TLHFL10397ATLGA10131004-9.00.00.0-11000-105911241115-9.00.00.0-11100-11590.00.0223.010.00.00.00.00.02019KTLHlarge_airportTallahassee Regional Airport81NAUSUS-FLTallahasseeKTLHTLHTLH-84.35030364990234, 30.396499633789062America/New_York2019-05-12T14:13:00.000+000099TLH-ATL
4122742018-12-27AA19805N4005X13303MIAFL13204MCOFL20252020-5.00.00.0-12000-20592131214514.014.00.002100-21590.00.0192.010.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-28T01:25:00.000+00005-14MIA-MCO
25132019-05-019E20363N606LR10397ATLGA15249TLHFL16491646-3.00.00.0-11600-165917541739-15.00.00.0-11700-17590.00.0223.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-01T20:49:00.000+0000315ATL-TLH
4101252018-10-12OO20304N751EV11298DFWTX10372ASECO845843-2.00.00.0-10800-085995810046.06.00.000900-09590.00.0701.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-12T13:45:00.000+00002-46DFW-ASE
261232019-06-12YX20452N732YX13930ORDIL12339INDIN19451941-4.00.00.0-11900-195921592144-15.00.00.0-12100-21590.00.0177.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-13T00:45:00.000+0000415ORD-IND
4121232018-12-12AA19805N900UW10721BOSMA11298DFWTX950945-5.00.00.0-10900-095913261310-16.00.00.0-21300-13590.00.01562.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-12T14:50:00.000+0000516BOS-DFW
261232019-06-12YX20452N643RW11433DTWMI11618EWRNJ840837-3.00.00.0-10800-085910291014-15.00.00.0-11000-10590.00.0488.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-12T12:40:00.000+0000315DTW-EWR
4122042018-12-20AA19805N160AN14679SANCA11298DFWTX706659-7.00.00.0-10700-075912081155-13.00.00.0-11200-12590.00.01171.050.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-20T15:06:00.000+00004753SAN-DFW
261342019-06-13YX20452N744YX12266IAHTX14492RDUNC935933-2.00.00.0-10900-095913221307-15.00.00.0-11300-13590.00.01042.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T14:35:00.000+0000215IAH-RDU
4101252018-10-12OO20304N916EV10397ATLGA10431AVLNC10511048-3.00.00.0-11000-105911451144-1.00.00.0-11100-11590.00.0164.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-12T14:51:00.000+000031ATL-AVL
252232019-05-229E20363N8694A10208AGSGA10397ATLGA705700-5.00.00.0-10700-0759808802-6.00.00.0-10800-08590.00.0143.010.00.00.00.00.02019KAGSlarge_airportAugusta Regional At Bush Field144NAUSUS-GAAugustaKAGSAGSAGS-81.9645004272461, 33.36989974975586America/New_York2019-05-22T11:05:00.000+000056AGS-ATL
4101252018-10-12OO20304N240SY14747SEAWA14057PDXOR15141512-2.00.00.0-11500-155916151602-13.00.00.0-11600-16590.00.0129.010.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-10-12T22:14:00.000+0000213SEA-PDX
252012019-05-209E20363N686BR15412TYSTN11433DTWMI12161207-9.00.00.0-11200-125913541337-17.00.00.0-21300-13590.00.0443.020.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-05-20T16:16:00.000+0000917TYS-DTW
4101252018-10-12OO20304N881AS10408ATWWI11433DTWMI14351424-11.00.00.0-11400-145916551626-29.00.00.0-21600-16590.00.0296.020.00.00.00.00.02018KATWsmall_airportAppleton International Airport918NAUSUS-WIAppletonKATWATWATW-88.5190963745, 44.258098602299995America/Chicago2018-10-12T19:35:00.000+00001129ATW-DTW
25612019-05-069E20363N336PQ12953LGANY11057CLTNC18591852-7.00.00.0-11800-185921182057-21.00.00.0-22100-21590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-06T22:59:00.000+0000761LGA-CLT
4101252018-10-12OO20304N440SW11433DTWMI14711SCEPA22022159-3.00.00.0-12200-225923162309-7.00.00.0-12300-23590.00.0301.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-13T02:02:00.000+0000437DTW-SCE
252712019-05-279E20363N8877A10397ATLGA13795OAJNC15201516-4.00.00.0-11500-155916531641-12.00.00.0-11600-16590.00.0399.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-27T19:20:00.000+0000412ATL-OAJ
4101252018-10-12OO20304N766SK11337DLHMN13487MSPMN515507-8.00.00.0-10001-0559617558-19.00.00.0-20600-06590.00.0144.010.00.00.00.00.02018KDLHlarge_airportDuluth International Airport1428NAUSUS-MNDuluthKDLHDLHDLH-92.19360351559999, 46.8420982361America/Chicago2018-10-12T10:15:00.000+0000859DLH-MSP
261452019-06-14YX20452N722YX11618EWRNJ13487MSPMN10451036-9.00.00.0-11000-105912451234-11.00.00.0-11200-12590.00.01008.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-14T14:45:00.000+0000911EWR-MSP
4101252018-10-12OO20304N138SY11292DENCO11042CLEOH12351233-2.00.00.0-11200-125917281711-17.00.00.0-21700-17590.00.01201.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-12T18:35:00.000+0000217DEN-CLE
25572019-05-059E20363N197PQ13931ORFVA11433DTWMI7057050.00.00.000700-0759904846-18.00.00.0-20900-09590.00.0529.030.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-05T11:05:00.000+0000058ORF-DTW
412862018-12-08AA19805N343PN10693BNATN11298DFWTX546543-3.00.00.0-10001-0559805804-1.00.00.0-10800-08590.00.0631.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-08T11:46:00.000+000031BNA-DFW
261452019-06-14YX20452N862RW12266IAHTX13158MAFTX16251620-5.00.00.0-11600-165917511749-2.00.00.0-11700-17590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-14T21:25:00.000+000052IAH-MAF
4101252018-10-12OO20304N932SW14771SFOCA14487RDDCA840835-5.00.00.0-10800-0859950936-14.00.00.0-10900-09590.00.0199.010.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-12T15:40:00.000+0000514SFO-RDD
261562019-06-15YX20452N741YX13930ORDIL10257ALBNY9009000.00.00.000900-0959115612015.05.00.001100-11590.00.0723.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-15T14:00:00.000+00000-45ORD-ALB
4101252018-10-12OO20304N863AS11292DENCO10561BFLCA11161108-8.00.00.0-11100-115912571247-10.00.00.0-11200-12590.00.0845.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-12T17:16:00.000+0000810DEN-BFL
261562019-06-15YX20452N723YX13930ORDIL11278DCAVA12001153-7.00.00.0-11200-125914591440-19.00.00.0-21400-14590.00.0612.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-15T17:00:00.000+00004719ORD-DCA
4102762018-10-27OO20304N726SK16218YUMAZ14107PHXAZ550545-5.00.00.0-10001-0559644630-14.00.00.0-10600-06590.00.0160.010.00.00.00.00.02018KNYLmedium_airportYuma MCAS/Yuma International Airport213NAUSUS-AZYumaKNYLYUMNYL-114.6060028, 32.65660095America/Phoenix2018-10-27T12:50:00.000+0000514YUM-PHX
252712019-05-279E20363N691CA11193CVGKY11618EWRNJ13001258-2.00.00.0-11300-135915021447-15.00.00.0-11500-15590.00.0569.030.00.00.00.00.02019KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2019-05-27T17:00:00.000+00004255CVG-EWR
4102762018-10-27OO20304N750SK12892LAXCA14869SLCUT18451839-6.00.00.0-11800-185921362119-17.00.00.0-22100-21590.00.0590.030.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-28T01:45:00.000+0000617LAX-SLC
252452019-05-249E20363N927XJ12953LGANY12451JAXFL14261422-4.00.00.0-11400-145917041639-25.00.00.0-21700-17590.00.0833.040.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-24T18:26:00.000+0000465LGA-JAX
4102762018-10-27OO20304N923EV10980CHATN10397ATLGA800751-9.00.00.0-10800-08599019109.09.00.000900-09590.00.0106.010.00.00.00.00.02018KCHAlarge_airportLovell Field683NAUSUS-TNChattanoogaKCHACHACHA-85.20379638671875, 35.035301208496094America/New_York2018-10-27T12:00:00.000+000049-9CHA-ATL
25612019-05-069E20363N8943A12478JFKNY13931ORFVA900854-6.00.00.0-10900-095910381010-28.00.00.0-21000-10590.00.0290.020.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-06T13:00:00.000+00004628JFK-ORF
4102762018-10-27OO20304N272SY13930ORDIL12953LGANY930924-6.00.00.0-10900-0959123812435.05.00.001200-12590.00.0733.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-27T14:30:00.000+00006-5ORD-LGA
261712019-06-17YX20452N646RW12266IAHTX14122PITPA725723-2.00.00.0-10700-075911161103-13.00.00.0-11100-11590.00.01117.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-17T12:25:00.000+0000213IAH-PIT
4102762018-10-27OO20304N455SW13487MSPMN12335IMTMI11201100-20.00.00.0-21100-1159122612315.05.00.001200-12590.00.0257.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-27T16:20:00.000+000020-5MSP-IMT
251642019-05-169E20363N294PQ11612EVVIN10397ATLGA600557-3.00.00.0-10600-065982094181.081.01.050800-08590.00.0350.020.00.081.00.00.02019KEVVmedium_airportEvansville Regional Airport418NAUSUS-INEvansvilleKEVVEVVEVV-87.5324020386, 38.0369987488America/Chicago2019-05-16T11:00:00.000+000043-121EVV-ATL
412532018-12-05AA19805N811NN15376TUSAZ11298DFWTX809806-3.00.00.0-10800-085911211114-7.00.00.0-11100-11590.00.0813.040.00.00.00.00.02018KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2018-12-05T15:09:00.000+000037TUS-DFW
251162019-05-119E20363N316PQ12945LEXKY10397ATLGA14051400-5.00.00.0-11400-145915351529-6.00.00.0-11500-15590.00.0304.020.00.00.00.00.02019KLEXlarge_airportBlue Grass Airport979NAUSUS-KYLexingtonKLEXLEXLEX-84.60590362548828, 38.0364990234375America/New_York2019-05-11T18:05:00.000+000056LEX-ATL
412752018-12-07AA19805N188AN12889LASNV13303MIAFL900858-2.00.00.0-10900-095916371625-12.00.00.0-11600-16590.00.02174.090.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-07T17:00:00.000+00004212LAS-MIA
251862019-05-189E20363N294PQ10397ATLGA12945LEXKY944941-3.00.00.0-10900-0959105611059.09.00.001000-10590.00.0304.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-18T13:44:00.000+00003-49ATL-LEX
4121232018-12-12AA19805N197AN12889LASNV13303MIAFL900857-3.00.00.0-10900-095916371621-16.00.00.0-21600-16590.00.02174.090.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-12T17:00:00.000+00004316LAS-MIA
263072019-06-30NK20416N515NK11697FLLFL10397ATLGA600555-5.00.00.0-10600-0659758729-29.00.00.0-20700-07590.00.0581.030.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-06-30T10:00:00.000+00004529FLL-ATL
4102762018-10-27OO20304N929SW11292DENCO14288PUBCO20102001-9.00.00.0-12000-205921022042-20.00.00.0-22100-21590.00.0109.010.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-28T02:10:00.000+0000960DEN-PUB
25612019-05-069E20363N930XJ12478JFKNY11433DTWMI12591256-3.00.00.0-11200-125915011450-11.00.00.0-11500-15590.00.0509.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-06T16:59:00.000+0000351JFK-DTW
4102762018-10-27OO20304N709BR11648FCAMT11292DENCO10531048-5.00.00.0-11000-105913051303-2.00.00.0-11300-13590.00.0752.040.00.00.00.00.02018KGPImedium_airportGlacier Park International Airport2977NAUSUS-MTKalispellKGPIFCAGPI-114.25599670410156, 48.31050109863281America/Denver2018-10-27T16:53:00.000+000052FCA-DEN
251532019-05-159E20363N904XJ12478JFKNY11433DTWMI12591258-1.00.00.0-11200-125915011447-14.00.00.0-11500-15590.00.0509.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-15T16:59:00.000+0000154JFK-DTW
4122852018-12-28AA19805N758US11298DFWTX13244MEMTN14311429-2.00.00.0-11400-145915531540-13.00.00.0-11500-15590.00.0431.020.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-28T20:31:00.000+0000213DFW-MEM
25132019-05-019E20363N605LR14122PITPA11433DTWMI18061755-11.00.00.0-11800-185919191900-19.00.00.0-21900-19590.00.0201.010.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-01T22:06:00.000+00005119PIT-DTW
4102762018-10-27OO20304N916EV11013CIUMI13487MSPMN723714-9.00.00.0-10700-0759758746-12.00.00.0-10700-07590.00.0435.020.00.00.00.00.02018KCIUmedium_airportChippewa County International Airport800NAUSUS-MISault Ste MarieKCIUCIUCIU-84.47239685058594, 46.25080108642578America/New_York2018-10-27T11:23:00.000+0000912CIU-MSP
262852019-06-28NK20416N647NK13204MCOFL11057CLTNC17421737-5.00.00.0-11700-175919231918-5.00.00.0-11900-19590.00.0468.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-28T21:42:00.000+000055MCO-CLT
4102762018-10-27OO20304N437SW11921GJTCO14869SLCUT18361826-10.00.00.0-11800-185919401929-11.00.00.0-11900-19590.00.0216.010.00.00.00.00.02018KGJTmedium_airportGrand Junction Regional Airport4858NAUSUS-COGrand JunctionKGJTGJTGJT-108.527000427, 39.1223983765America/Denver2018-10-28T00:36:00.000+00001011GJT-SLC
262412019-06-24NK20416N606NK11433DTWMI12889LASNV605603-2.00.00.0-10600-0659723716-7.00.00.0-10700-07590.00.01749.070.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-24T10:05:00.000+000027DTW-LAS
4102872018-10-28OO20304N702SK13076LSEWI13930ORDIL955940-15.00.00.0-10900-095911041059-5.00.00.0-11100-11590.00.0215.010.00.00.00.00.02018KLSEmedium_airportLa Crosse Municipal Airport655NAUSUS-WILa CrosseKLSELSELSE-91.256699, 43.879002America/Chicago2018-10-28T14:55:00.000+00001545LSE-ORD
251162019-05-119E20363N910XJ11042CLEOH12478JFKNY15361526-10.00.00.0-11500-155917241705-19.00.00.0-21700-17590.00.0425.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-11T19:36:00.000+00001019CLE-JFK
412972018-12-09AA19805N153UW14107PHXAZ13204MCOFL1000955-5.00.00.0-11000-105916081548-20.00.00.0-21600-16590.00.01849.080.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-09T17:00:00.000+00004560PHX-MCO
252232019-05-229E20363N197PQ13198MCIMO12953LGANY600556-4.00.00.0-10600-06591000931-29.00.00.0-21000-10590.00.01107.050.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-22T11:00:00.000+00004469MCI-LGA
4123072018-12-30AA19805N939UW14107PHXAZ11278DCAVA949946-3.00.00.0-10900-09591559162425.025.01.011500-15590.00.01979.080.00.025.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-30T16:49:00.000+00003-65PHX-DCA
25572019-05-059E20363N925XJ12953LGANY14321PWMME20402035-5.00.00.0-12000-205922052158-7.00.00.0-12200-22590.00.0269.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-06T00:40:00.000+0000547LGA-PWM
4122152018-12-21AA19805N204UW12173HNLHI14107PHXAZ20572054-3.00.00.0-12000-2059602557-5.00.00.0-10600-06590.00.02917.0110.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-22T06:57:00.000+0000345HNL-PHX
25722019-05-079E20363N228PQ10431AVLNC10397ATLGA19441939-5.00.00.0-11900-195920552030-25.00.00.0-22000-20590.00.0164.010.00.00.00.00.02019KAVLlarge_airportAsheville Regional Airport2165NAUSUS-NCAshevilleKAVLAVLAVL-82.541801, 35.436199America/New_York2019-05-07T23:44:00.000+0000525AVL-ATL
4102872018-10-28OO20304N611SK13487MSPMN10693BNATN13451338-7.00.00.0-11300-135915481539-9.00.00.0-11500-15590.00.0695.030.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-28T18:45:00.000+000079MSP-BNA
262412019-06-24NK20416N508NK11697FLLFL12266IAHTX830825-5.00.00.0-10800-08591020103818.018.01.011000-10590.00.0966.040.00.018.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-06-24T12:30:00.000+00005-18FLL-IAH
4102872018-10-28OO20304N487CA10397ATLGA15323TRITN16251623-2.00.00.0-11600-165917251722-3.00.00.0-11700-17590.00.0227.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-28T20:25:00.000+000023ATL-TRI
26752019-06-07NK20416N692NK10821BWIMD14843SJUPR945940-5.00.00.0-10900-095913451325-20.00.00.0-21300-13590.00.01565.070.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-07T13:45:00.000+0000520BWI-SJU
4122262018-12-22AA19805N193UW11298DFWTX11292DENCO14401438-2.00.00.0-11400-145915441539-5.00.00.0-11500-15590.00.0641.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-22T20:40:00.000+000025DFW-DEN
251052019-05-109E20363N8694A12478JFKNY14321PWMME11051056-9.00.00.0-11100-115912271223-4.00.00.0-11200-12590.00.0273.020.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-10T15:05:00.000+0000494JFK-PWM
4102872018-10-28OO20304N418SW14869SLCUT11638FATCA11151112-3.00.00.0-11100-115912081203-5.00.00.0-11200-12590.00.0501.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-28T17:15:00.000+000035SLC-FAT
252712019-05-279E20363N293PQ11423DSMIA13487MSPMN10561049-7.00.00.0-11000-105912061205-1.00.00.0-11200-12590.00.0232.010.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-05-27T15:56:00.000+000071DSM-MSP
4122962018-12-29AA19805N725UW11278DCAVA14027PBIFL830823-7.00.00.0-10800-085911141043-31.00.00.0-21100-11590.00.0857.040.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-29T13:30:00.000+0000771DCA-PBI
262152019-06-21NK20416N640NK14893SMFCA12889LASNV221222120.00.00.002200-225923452342-3.00.00.0-12300-23590.00.0397.020.00.00.00.00.02019KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2019-06-22T05:12:00.000+000003SMF-LAS
412272018-12-02AA19805N714US13577MYRSC11057CLTNC714711-3.00.00.0-10700-07598198190.00.00.000800-08590.00.0157.010.00.00.00.00.02018KMYRmedium_airportMyrtle Beach International Airport25NAUSUS-SCMyrtle BeachKMYRMYRMYR-78.9282989502, 33.6796989441America/New_York2018-12-02T12:14:00.000+000030MYR-CLT
251532019-05-159E20363N349PQ14122PITPA12478JFKNY610559-11.00.00.0-10600-0659744722-22.00.00.0-20700-07590.00.0340.020.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-15T10:10:00.000+00005122PIT-JFK
4102872018-10-28OO20304N143SY15919XNAAR14771SFOCA7257250.00.00.000700-0759954942-12.00.00.0-10900-09590.00.01550.070.00.00.00.00.02018KXNAmedium_airportNorthwest Arkansas Regional Airport1287NAUSUS-ARFayetteville/Springdale/RogersKXNAXNAXNA-94.306801, 36.281898America/Chicago2018-10-28T12:25:00.000+0000012XNA-SFO
262042019-06-20NK20416N509NK10397ATLGA15304TPAFL105510550.00.00.001000-1059122712281.01.00.001200-12590.00.0406.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-20T14:55:00.000+00000-1ATL-TPA
4102872018-10-28OO20304N965SW11292DENCO14262PSPCA15351526-9.00.00.0-11500-155917021634-28.00.00.0-21700-17590.00.0776.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-28T21:35:00.000+0000968DEN-PSP
252932019-05-299E20363N655CA15370TULOK10397ATLGA1007953-14.00.00.0-11000-105913051258-7.00.00.0-11300-13590.00.0674.030.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-05-29T15:07:00.000+00005447TUL-ATL
4122262018-12-22AA19805N895NN15027STXVI13303MIAFL945932-13.00.00.0-10900-095911591135-24.00.00.0-21100-11590.00.01139.050.00.00.00.00.02018TISXmedium_airportHenry E Rohlsen Airport74NAVIVI-U-AChristianstedTISXSTXSTX-64.79859924316406, 17.701900482177734America/St_Thomas2018-12-22T13:45:00.000+00001324STX-MIA
251052019-05-109E20363N538CA15016STLMO12953LGANY18591847-12.00.00.0-11800-185922272204-23.00.00.0-22200-22590.00.0888.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-10T23:59:00.000+00001223STL-LGA
412642018-12-06AA19805N864NN10423AUSTX11298DFWTX801754-7.00.00.0-10800-08599149151.01.00.000900-09590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-12-06T14:01:00.000+000047-1AUS-DFW
262262019-06-22NK20416N526NK12889LASNV10800BURCA18001753-7.00.00.0-11800-185919081855-13.00.00.0-11900-19590.00.0223.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-23T01:00:00.000+00004753LAS-BUR
4121822018-12-18AA19805N909AM12889LASNV11298DFWTX904902-2.00.00.0-10900-0959134113432.02.00.001300-13590.00.01055.050.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-18T17:04:00.000+00002-2LAS-DFW
25942019-05-099E20363N909XJ10785BTVVT11433DTWMI550543-7.00.00.0-10001-0559748733-15.00.00.0-10700-07590.00.0537.030.00.00.00.00.02019KBTVmedium_airportBurlington International Airport335NAUSUS-VTBurlingtonKBTVBTVBTV-73.15329742429999, 44.471900939899996America/New_York2019-05-09T09:50:00.000+0000715BTV-DTW
412162018-12-01AA19805N991AU11298DFWTX14679SANCA935931-4.00.00.0-10900-0959104410528.08.00.001000-10590.00.01171.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-01T15:35:00.000+00004-8DFW-SAN
251752019-05-179E20363N310PQ10397ATLGA15370TULOK14311424-7.00.00.0-11400-145915391507-32.00.00.0-21500-15590.00.0674.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-17T18:31:00.000+0000732ATL-TUL
410552018-10-05AA19805N121AN13303MIAFL13204MCOFL850844-6.00.00.0-10800-0859955941-14.00.00.0-10900-09590.00.0192.010.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-05T12:50:00.000+0000614MIA-MCO
252822019-05-289E20363N197PQ10781BTRLA10397ATLGA12061159-7.00.00.0-11200-125914391421-18.00.00.0-21400-14590.00.0448.020.00.00.00.00.02019KBTRmedium_airportBaton Rouge Metropolitan Airport70NAUSUS-LABaton RougeKBTRBTRBTR-91.149597, 30.533199America/Chicago2019-05-28T17:06:00.000+00004718BTR-ATL
4102542018-10-25AA19805N112AN12892LAXCA12478JFKNY12451239-6.00.00.0-11200-125921202107-13.00.00.0-12100-21590.00.02475.0100.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-25T19:45:00.000+0000613LAX-JFK
252712019-05-27DL19790N868DN12892LAXCA14869SLCUT20001959-1.00.00.0-12000-205922542240-14.00.00.0-12200-22590.00.0590.030.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-28T03:00:00.000+00004114LAX-SLC
4101732018-10-17AA19805N101NN12478JFKNY10721BOSMA15301523-7.00.00.0-11500-155916531641-12.00.00.0-11600-16590.00.0187.010.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-17T19:30:00.000+0000712JFK-BOS
261122019-06-11NK20416N612NK13198MCIMO13204MCOFL13051259-6.00.00.0-11300-135916501640-10.00.00.0-11600-16590.00.01072.050.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-06-11T18:05:00.000+00004610MCI-MCO
4102762018-10-27AA19805N121AN12892LAXCA12982LIHHI17251720-5.00.00.0-11700-1759202020200.00.00.002000-20590.00.02615.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-28T00:25:00.000+000050LAX-LIH
261452019-06-14NK20416N665NK12953LGANY11697FLLFL10591055-4.00.00.0-11000-1059141014133.03.00.001400-14590.00.01076.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-14T14:59:00.000+00004-3LGA-FLL
410332018-10-03AA19805N132AN12892LAXCA12173HNLHI16551647-8.00.00.0-11600-165919461928-18.00.00.0-21900-19590.00.02556.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-03T23:55:00.000+0000818LAX-HNL
261122019-06-11NK20416N650NK12889LASNV11298DFWTX19201912-8.00.00.0-11900-195923592349-10.00.00.0-12300-23590.00.01055.050.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-12T02:20:00.000+0000810LAS-DFW
4122042018-12-20AA19805N949AN14679SANCA12478JFKNY21392134-5.00.00.0-12100-215955561520.020.01.010001-05590.00.02446.0100.00.020.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-21T05:39:00.000+00005-60SAN-JFK
261342019-06-13NK20416N523NK12889LASNV11298DFWTX10459-5.00.00.0-10001-0559541537-4.00.00.0-10001-05590.00.01055.050.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-13T08:04:00.000+0000454LAS-DFW
412312018-12-03AA19805N946AN12892LAXCA12889LASNV14101405-5.00.00.0-11400-145915221511-11.00.00.0-11500-15590.00.0236.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-03T22:10:00.000+0000511LAX-LAS
252822019-05-28DL19790N943AT13198MCIMO13487MSPMN647645-2.00.00.0-10600-06598158216.06.00.000800-08590.00.0393.020.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-28T11:47:00.000+00002-6MCI-MSP
4102762018-10-27AA19805N837AW14683SATTX14107PHXAZ815806-9.00.00.0-10800-0859900833-27.00.00.0-20900-09590.00.0843.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-10-27T13:15:00.000+0000967SAT-PHX
252822019-05-28DL19790N877DN14869SLCUT13487MSPMN15201517-3.00.00.0-11500-155918541843-11.00.00.0-11800-18590.00.0991.040.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T21:20:00.000+0000311SLC-MSP
4121672018-12-16AA19805N120EE11298DFWTX12892LAXCA17401737-3.00.00.0-11700-175919001851-9.00.00.0-11900-19590.00.01235.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-16T23:40:00.000+0000349DFW-LAX
252822019-05-28DL19790N346DN13303MIAFL12953LGANY11301129-1.00.00.0-11100-1159143114365.05.00.001400-14590.00.01096.050.00.00.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-28T15:30:00.000+00001-5MIA-LGA
4122042018-12-20AA19805N339PL14908SNACA11298DFWTX17301729-1.00.00.0-11700-175922202212-8.00.00.0-12200-22590.00.01205.050.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-21T01:30:00.000+000018SNA-DFW
252822019-05-28DL19790N969DL10599BHMAL10397ATLGA11261125-1.00.00.0-11100-115913291327-2.00.00.0-11300-13590.00.0134.010.00.00.00.00.02019KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2019-05-28T16:26:00.000+000012BHM-ATL
4102172018-10-21AA19805N814AW14027PBIFL14100PHLPA16301621-9.00.00.0-11600-165919141854-20.00.00.0-21900-19590.00.0951.040.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-10-21T20:30:00.000+0000960PBI-PHL
252822019-05-28DL19790N927DN10397ATLGA10529BDLCT16001557-3.00.00.0-11600-165918161812-4.00.00.0-11800-18590.00.0859.040.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-28T20:00:00.000+0000434ATL-BDL
4102912018-10-29AA19805N542UW14679SANCA11057CLTNC620614-6.00.00.0-10600-065914051350-15.00.00.0-11400-14590.00.02077.090.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-29T13:20:00.000+0000655SAN-CLT
252822019-05-28DL19790N535US14869SLCUT10397ATLGA820817-3.00.00.0-10800-085914051342-23.00.00.0-21400-14590.00.01590.070.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T14:20:00.000+0000363SLC-ATL
4101952018-10-19AA19805N919US11057CLTNC14771SFOCA164916490.00.00.001600-165919301910-20.00.00.0-21900-19590.00.02296.0100.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-10-19T20:49:00.000+0000020CLT-SFO
261342019-06-13NK20416N636NK12889LASNV14679SANCA18041758-6.00.00.0-11800-185919151907-8.00.00.0-11900-19590.00.0258.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-14T01:04:00.000+0000468LAS-SAN
4122962018-12-29AA19805N851NN14100PHLPA11298DFWTX508504-4.00.00.0-10001-055980481713.013.00.000800-08590.00.01303.060.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-29T10:08:00.000+00004-13PHL-DFW
252822019-05-28DL19790N932AT10397ATLGA11057CLTNC17151711-4.00.00.0-11700-175918301816-14.00.00.0-11800-18590.00.0226.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-28T21:15:00.000+0000414ATL-CLT
4123072018-12-30AA19805N899NN11298DFWTX11278DCAVA15191516-3.00.00.0-11500-155919001855-5.00.00.0-11900-19590.00.01192.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-30T21:19:00.000+0000345DFW-DCA
252822019-05-28DL19790N842DN12478JFKNY14747SEAWA16301629-1.00.00.0-11600-165919491942-7.00.00.0-11900-19590.00.02422.0100.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-28T20:30:00.000+000017JFK-SEA
4101512018-10-15AA19805N657AW15304TPAFL14107PHXAZ720714-6.00.00.0-10700-07598599012.02.00.000800-08590.00.01788.080.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-15T11:20:00.000+00006-42TPA-PHX
252822019-05-28DL19790N983DL14685SAVGA10397ATLGA630627-3.00.00.0-10600-0659734725-9.00.00.0-10700-07590.00.0214.010.00.00.00.00.02019KSAVlarge_airportSavannah Hilton Head International Airport50NAUSUS-GASavannahKSAVSAVSAV-81.20210266, 32.12760162America/New_York2019-05-28T10:30:00.000+000039SAV-ATL
4103022018-10-30AA19805N961NN12892LAXCA12889LASNV14051402-3.00.00.0-11400-1459152115232.02.00.001500-15590.00.0236.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-30T21:05:00.000+00003-2LAX-LAS
252822019-05-28DL19790N685DA13204MCOFL10397ATLGA820818-2.00.00.0-10800-0859955939-16.00.00.0-20900-09590.00.0404.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-28T12:20:00.000+0000216MCO-ATL
412532018-12-05AA19805N9677W11298DFWTX14193PNSFL13001255-5.00.00.0-11300-135914381421-17.00.00.0-21400-14590.00.0604.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-05T19:00:00.000+00004517DFW-PNS
252822019-05-28DL19790N102DU14869SLCUT11298DFWTX111511150.00.00.001100-1159145814591.01.00.001400-14590.00.0989.040.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T17:15:00.000+00000-1SLC-DFW
410662018-10-06AA19805N909AM10423AUSTX11298DFWTX508503-5.00.00.0-10001-0559614558-16.00.00.0-20600-06590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-06T10:08:00.000+0000556AUS-DFW
261342019-06-13YV20378N8535614492RDUNC12264IADVA15001456-4.00.00.0-11500-15591614162915.015.01.011600-16590.00.0224.010.00.015.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-06-13T19:00:00.000+000044-15RDU-IAD
4102212018-10-22AA19805N141NN10423AUSTX11298DFWTX508501-7.00.00.0-10001-0559614602-12.00.00.0-10600-06590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-22T10:08:00.000+0000712AUS-DFW
252822019-05-28DL19790N853DN14771SFOCA10397ATLGA14091401-8.00.00.0-11400-145921592137-22.00.00.0-22100-21590.00.02139.090.00.00.00.00.02019KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2019-05-28T21:09:00.000+0000822SFO-ATL
4102762018-10-27AA19805N961AN13303MIAFL11298DFWTX121612160.00.00.001200-1259142414328.08.00.001400-14590.00.01121.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-27T16:16:00.000+00000-8MIA-DFW
252822019-05-28DL19790N966AT14492RDUNC11697FLLFL11201116-4.00.00.0-11100-115913371313-24.00.00.0-21300-13590.00.0680.030.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-28T15:20:00.000+0000424RDU-FLL
4103022018-10-30AA19805N186AN13303MIAFL12478JFKNY18251823-2.00.00.0-11800-185921262109-17.00.00.0-22100-21590.00.01089.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-30T22:25:00.000+0000217MIA-JFK
261822019-06-18YV20378N8931310994CHSSC12266IAHTX17001650-10.00.00.0-11700-175918411829-12.00.00.0-11800-18590.00.0925.040.00.00.00.00.02019KCHSlarge_airportCharleston Air Force Base-International Airport46NAUSUS-SCCharlestonKCHSCHSCHS-80.04049683, 32.89860153America/New_York2019-06-18T21:00:00.000+00005012CHS-IAH
4102652018-10-26AA19805N957NN13303MIAFL11298DFWTX700659-1.00.00.0-10700-07599149195.05.00.000900-09590.00.01121.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-26T11:00:00.000+000041-5MIA-DFW
261562019-06-15YV20378N510MJ12264IADVA14685SAVGA123012300.00.00.001200-1259141314152.02.00.001400-14590.00.0515.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-15T16:30:00.000+00000-2IAD-SAV
412272018-12-02B620409N746JB11697FLLFL13930ORDIL22062205-1.00.00.0-12200-225985-3.00.00.0-10001-05590.00.01182.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-03T03:06:00.000+000013FLL-ORD
262152019-06-21YV20378N8931712266IAHTX13256MFETX100010000.00.00.001000-10591114112511.011.00.001100-11590.00.0316.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-21T15:00:00.000+00000-11IAH-MFE
4122372018-12-23B620409N705JB10721BOSMA11697FLLFL530527-3.00.00.0-10001-0559902843-19.00.00.0-20900-09590.00.01237.050.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-23T10:30:00.000+0000359BOS-FLL
262042019-06-20YV20378N8631212266IAHTX14100PHLPA750745-5.00.00.0-10700-075912181205-13.00.00.0-11200-12590.00.01325.060.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-20T12:50:00.000+0000513IAH-PHL
4122262018-12-22B620409N568JB11697FLLFL10721BOSMA13391335-4.00.00.0-11300-1359165116543.03.00.001600-16590.00.01237.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-22T18:39:00.000+00004-3FLL-BOS
26972019-06-09YV20378N8631112266IAHTX13487MSPMN14201419-1.00.00.0-11400-145917091702-7.00.00.0-11700-17590.00.01034.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-09T19:20:00.000+000017IAH-MSP
4122962018-12-29B620409N984JB14771SFOCA11697FLLFL935934-1.00.00.0-10900-095918001756-4.00.00.0-11800-18590.00.02584.0110.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-29T17:35:00.000+0000144SFO-FLL
262372019-06-23YV20378N519LR12264IADVA14122PITPA845838-7.00.00.0-10800-0859941928-13.00.00.0-10900-09590.00.0182.010.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-23T12:45:00.000+0000713IAD-PIT
4122262018-12-22B620409N337JB11278DCAVA12451JAXFL1000948-12.00.00.0-11000-105912151140-35.00.00.0-21200-12590.00.0634.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-22T15:00:00.000+00005275DCA-JAX
261342019-06-13YV20378N503MJ12264IADVA14685SAVGA12301229-1.00.00.0-11200-1259141314163.03.00.001400-14590.00.0515.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-13T16:30:00.000+00001-3IAD-SAV
4122262018-12-22B620409N979JB10721BOSMA14771SFOCA15291525-4.00.00.0-11500-155919301910-20.00.00.0-21900-19590.00.02704.0110.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-22T20:29:00.000+0000420BOS-SFO
26862019-06-08YV20378N8931713158MAFTX12266IAHTX13571356-1.00.00.0-11300-135915291516-13.00.00.0-11500-15590.00.0429.020.00.00.00.00.02019KMAFmedium_airportMidland International Airport2871NAUSUS-TXMidlandKMAFMAFMAF-102.2020034790039, 31.9424991607666America/Chicago2019-06-08T18:57:00.000+0000113MAF-IAH
4102432018-10-24AA19805N9626F11298DFWTX11193CVGKY10261020-6.00.00.0-11000-105913321323-9.00.00.0-11300-13590.00.0812.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-24T15:26:00.000+000069DFW-CVG
252932019-05-29DL19790N818DA10140ABQNM10397ATLGA610609-1.00.00.0-10600-065911051047-18.00.00.0-21100-11590.00.01269.060.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-05-29T12:10:00.000+0000158ABQ-ATL
410552018-10-05AA19805N865NN11292DENCO11298DFWTX622616-6.00.00.0-10600-0659925912-13.00.00.0-10900-09590.00.0641.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-05T12:22:00.000+0000613DEN-DFW
252932019-05-29DL19790N363DN12953LGANY13303MIAFL12441241-3.00.00.0-11200-1259155816013.03.00.001500-15590.00.01096.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-29T16:44:00.000+00003-43LGA-MIA
4102872018-10-28AA19805N969NN11298DFWTX14908SNACA945935-10.00.00.0-10900-095910521041-11.00.00.0-11000-10590.00.01205.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-28T14:45:00.000+00001011DFW-SNA
25942019-05-09DL19790N104DU11433DTWMI11298DFWTX16001558-2.00.00.0-11600-1659175817580.00.00.001700-17590.00.0986.040.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-09T20:00:00.000+0000420DTW-DFW
412272018-12-02B620409N283JB11697FLLFL14524RICVA13591353-6.00.00.0-11300-13591612163220.020.01.011600-16590.00.0805.040.00.020.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-02T18:59:00.000+00006-20FLL-RIC
25942019-05-09DL19790N325US13487MSPMN10397ATLGA11151111-4.00.00.0-11100-115914401434-6.00.00.0-11400-14590.00.0907.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-09T16:15:00.000+000046MSP-ATL
410332018-10-03AA19805N9617R11986GRRMI11298DFWTX746739-7.00.00.0-10700-0759934916-18.00.00.0-20900-09590.00.0931.040.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-03T11:46:00.000+0000718GRR-DFW
26162019-06-01YV20378N8832710529BDLCT12264IADVA10301025-5.00.00.0-11000-105911501144-6.00.00.0-11100-11590.00.0326.020.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-06-01T14:30:00.000+000056BDL-IAD
4102432018-10-24AA19805N9616G11986GRRMI11298DFWTX746742-4.00.00.0-10700-0759934926-8.00.00.0-10900-09590.00.0931.040.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-24T11:46:00.000+000048GRR-DFW
25942019-05-09DL19790N350NA14492RDUNC10397ATLGA5305300.00.00.000001-0559650649-1.00.00.0-10600-06590.00.0356.020.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-09T09:30:00.000+000001RDU-ATL
4102322018-10-23AA19805N346PR11298DFWTX12339INDIN18351832-3.00.00.0-11800-185921482132-16.00.00.0-22100-21590.00.0761.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-23T23:35:00.000+0000316DFW-IND
262262019-06-22YV20378N8631111140CRPTX12266IAHTX545540-5.00.00.0-10001-05596406433.03.00.000600-06590.00.0201.010.00.00.00.00.02019KCRPlarge_airportCorpus Christi International Airport44NAUSUS-TXCorpus ChristiKCRPCRPCRP-97.5011978149414, 27.77039909362793America/Chicago2019-06-22T10:45:00.000+00005-3CRP-IAH
4121452018-12-14B620409N643JB11697FLLFL11042CLEOH20101959-11.00.00.0-12000-205922592238-21.00.00.0-22200-22590.00.01062.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-15T01:10:00.000+00005121FLL-CLE
261012019-06-10YV20378N8034811057CLTNC12266IAHTX15001457-3.00.00.0-11500-155916501615-35.00.00.0-21600-16590.00.0912.040.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-10T19:00:00.000+00004335CLT-IAH
412642018-12-06B620409N374JB13933ORHMA12478JFKNY600545-15.00.00.0-10600-0659659657-2.00.00.0-10600-06590.00.0150.010.00.00.00.00.02018KORHmedium_airportWorcester Regional Airport1009NAUSUS-MAWorcesterKORHORHORH-71.87570190429688, 42.26729965209961America/New_York2018-12-06T11:00:00.000+0000552ORH-JFK
262632019-06-26YV20378N518LR12264IADVA15096SYRNY22002157-3.00.00.0-12200-225923172301-16.00.00.0-22300-23590.00.0296.020.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-27T02:00:00.000+00004316IAD-SYR
4123072018-12-30B620409N653JB11697FLLFL10821BWIMD21302126-4.00.00.0-12100-215923552345-10.00.00.0-12300-23590.00.0925.040.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-31T02:30:00.000+0000410FLL-BWI
25942019-05-09DL19790N673DL13204MCOFL10397ATLGA620615-5.00.00.0-10600-0659757737-20.00.00.0-20700-07590.00.0404.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-09T10:20:00.000+0000520MCO-ATL
412862018-12-08B620409N358JB12478JFKNY10792BUFNY959955-4.00.00.0-10900-095911221115-7.00.00.0-11100-11590.00.0301.020.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-08T14:59:00.000+000047JFK-BUF
26752019-06-07YV20378N8630912264IADVA12217HSVAL17101708-2.00.00.0-11700-175918171810-7.00.00.0-11800-18590.00.0596.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-07T21:10:00.000+000027IAD-HSV
4121672018-12-16B620409N337JB11298DFWTX10721BOSMA17521740-12.00.00.0-11700-175922272212-15.00.00.0-12200-22590.00.01562.070.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-16T23:52:00.000+00001215DFW-BOS
261342019-06-13YV20378N8332913487MSPMN12264IADVA17451744-1.00.00.0-11700-1759211521161.01.00.002100-21590.00.0908.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-13T22:45:00.000+00001-1MSP-IAD
412862018-12-08B620409N216JB12478JFKNY10721BOSMA22552254-1.00.00.0-12200-22594106.06.00.000001-05590.00.0187.010.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-09T03:55:00.000+00001-6JFK-BOS
261452019-06-14YV20378N8534012266IAHTX11298DFWTX100010000.00.00.001000-1059111411173.03.00.001100-11590.00.0224.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-14T15:00:00.000+00000-3IAH-DFW
4101032018-10-10AA19805N157AA11298DFWTX12889LASNV910903-7.00.00.0-10900-095910111008-3.00.00.0-11000-10590.00.01055.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-10T14:10:00.000+000073DFW-LAS
251752019-05-17DL19790N694DL14908SNACA11433DTWMI115011500.00.00.001100-115919101844-26.00.00.0-21900-19590.00.01960.080.00.00.00.00.02019KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2019-05-17T18:50:00.000+0000066SNA-DTW
410922018-10-09AA19805N992AU12889LASNV11298DFWTX11041101-3.00.00.0-11100-11591550165161.061.01.041500-15590.00.01055.050.00.061.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-10-09T18:04:00.000+00003-101LAS-DFW
262632019-06-26EV20366N1456812217HSVAL12266IAHTX12321227-5.00.00.0-11200-1259143014399.09.00.001400-14590.00.0595.030.00.00.00.00.02019KHSVlarge_airportHuntsville International Carl T Jones Field629NAUSUS-ALHuntsvilleKHSVHSVHSV-86.775100708008, 34.637199401855America/Chicago2019-06-26T17:32:00.000+00005-9HSV-IAH
4102432018-10-24AA19805N110AN12478JFKNY14771SFOCA172917290.00.00.001700-175921082052-16.00.00.0-22100-21590.00.02586.0110.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-24T21:29:00.000+0000056JFK-SFO
251862019-05-18DL19790N3770012892LAXCA13495MSYLA930925-5.00.00.0-10900-095915161444-32.00.00.0-21500-15590.00.01670.070.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-18T16:30:00.000+0000572LAX-MSY
410332018-10-03AA19805N358PW12266IAHTX11057CLTNC5185180.00.00.000001-05598468526.06.00.000800-08590.00.0912.040.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-03T10:18:00.000+00000-6IAH-CLT
262962019-06-29G420368262NV14082PGDFL14952SPIIL12181157-21.00.00.0-21200-125913451315-30.00.00.0-21300-13590.00.0994.040.00.00.00.00.02019KPGDsmall_airportCharlotte County Airport26NAUSUS-FLPunta GordaKPGDPGDPGD-81.9905014, 26.92020035America/New_York2019-06-29T16:18:00.000+00006130PGD-SPI
412752018-12-07B620409N296JB10721BOSMA11278DCAVA16161610-6.00.00.0-11600-165917581756-2.00.00.0-11700-17590.00.0399.020.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-07T21:16:00.000+000062BOS-DCA
251862019-05-18DL19790N341DN11433DTWMI13485MSNWI20202016-4.00.00.0-12000-205920352023-12.00.00.0-12000-20590.00.0311.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-19T00:20:00.000+0000412DTW-MSN
410552018-10-05AA19805N314RH10721BOSMA13303MIAFL722719-3.00.00.0-10700-075911001020-40.00.00.0-21100-11590.00.01258.060.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-05T11:22:00.000+0000380BOS-MIA
251862019-05-18DL19790N919DN14986SRQFL10397ATLGA725723-2.00.00.0-10700-07599029108.08.00.000900-09590.00.0444.020.00.00.00.00.02019KSRQlarge_airportSarasota Bradenton International Airport30NAUSUS-FLSarasota/BradentonKSRQSRQSRQ-82.55439758300781, 27.39539909362793America/New_York2019-05-18T11:25:00.000+00002-8SRQ-ATL
410112018-10-01AA19805N941NN15370TULOK13930ORDIL546536-10.00.00.0-10001-0559744728-16.00.00.0-20700-07590.00.0585.030.00.00.00.00.02018KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2018-10-01T10:46:00.000+00001016TUL-ORD
261672019-06-16G420368257NV12223HTSWV15624VPSFL959941-18.00.00.0-20900-095910461037-9.00.00.0-11000-10590.00.0589.030.00.00.00.00.02019KHTSlarge_airportTri-State/Milton J. Ferguson Field828NAUSUS-WVHuntingtonKHTSHTSHTS-82.55799866, 38.36669922America/New_York2019-06-16T13:59:00.000+0000189HTS-VPS
412752018-12-07B620409N905JB12478JFKNY14843SJUPR13291325-4.00.00.0-11300-135918171803-14.00.00.0-11800-18590.00.01598.070.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-07T18:29:00.000+0000414JFK-SJU
251862019-05-18DL19790N105DU10721BOSMA12953LGANY700655-5.00.00.0-10700-0759830756-34.00.00.0-20800-08590.00.0184.010.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-18T11:00:00.000+00004574BOS-LGA
4122372018-12-23DL19790N948AT13487MSPMN13930ORDIL15231521-2.00.00.0-11500-1559165917078.08.00.001600-16590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-23T21:23:00.000+00002-48MSP-ORD
262372019-06-23G420368246NV15412TYSTN15624VPSFL903900-3.00.00.0-10900-0959924913-11.00.00.0-10900-09590.00.0395.020.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-06-23T13:03:00.000+0000311TYS-VPS
4102542018-10-25AA19805N846NN13303MIAFL10397ATLGA701659-2.00.00.0-10700-07598589057.07.00.000800-08590.00.0594.030.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-25T11:01:00.000+000042-47MIA-ATL
26752019-06-07OO20304N986SW13930ORDIL11337DLHMN12501246-4.00.00.0-11200-125914321406-26.00.00.0-21400-14590.00.0397.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-07T17:50:00.000+0000426ORD-DLH
4101512018-10-15AA19805N324RA14492RDUNC13303MIAFL535531-4.00.00.0-10001-0559747732-15.00.00.0-10700-07590.00.0700.030.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-15T09:35:00.000+0000415RDU-MIA
261452019-06-14OO20304N659BR12389ISNND13487MSPMN17451734-11.00.00.0-11700-17591938195113.013.00.001900-19590.00.0546.030.00.00.00.00.02019KISNmedium_airportSloulin Field International Airport1982NAUSUS-NDWillistonKISNISNISN-103.641998291, 48.177898407America/Chicago2019-06-14T22:45:00.000+000011-13ISN-MSP
4122412018-12-24DL19790N359DN15304TPAFL13487MSPMN14411427-14.00.00.0-11400-145917021650-12.00.00.0-11700-17590.00.01306.060.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-24T19:41:00.000+00001452TPA-MSP
251862019-05-18DL19790N305DN13204MCOFL12478JFKNY11531151-2.00.00.0-11100-115914321429-3.00.00.0-11400-14590.00.0944.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-18T15:53:00.000+000023MCO-JFK
410552018-10-05AA19805N993AN10721BOSMA11298DFWTX10091001-8.00.00.0-11000-105913261253-33.00.00.0-21300-13590.00.01562.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-05T14:09:00.000+0000873BOS-DFW
251862019-05-18DL19790N3761R10299ANCAK14747SEAWA15251508-17.00.00.0-21500-155919501946-4.00.00.0-11900-19590.00.01448.060.00.00.00.00.02019PANClarge_airportTed Stevens Anchorage International Airport152NAUSUS-AKAnchoragePANCANCANC-149.99600219726562, 61.174400329589844America/Anchorage2019-05-18T23:25:00.000+0000174ANC-SEA
4101732018-10-17AA19805N929AA12892LAXCA11298DFWTX17051658-7.00.00.0-11700-175922092150-19.00.00.0-22200-22590.00.01235.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-18T00:05:00.000+00004759LAX-DFW
251862019-05-18DL19790N925AT10397ATLGA11995GSONC14561453-3.00.00.0-11400-145916101601-9.00.00.0-11600-16590.00.0306.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-18T18:56:00.000+000039ATL-GSO
4122412018-12-24DL19790N980AT10397ATLGA11995GSONC10141009-5.00.00.0-11000-105911281112-16.00.00.0-21100-11590.00.0306.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-24T15:14:00.000+0000516ATL-GSO
25132019-05-01OO20304N178SY14831SJCCA10800BURCA19501938-12.00.00.0-11900-195920552044-11.00.00.0-12000-20590.00.0296.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-05-02T02:50:00.000+00001211SJC-BUR
410552018-10-05AA19805N974AN11298DFWTX11618EWRNJ12401239-1.00.00.0-11200-125917041656-8.00.00.0-11700-17590.00.01372.060.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-05T17:40:00.000+0000148DFW-EWR
261452019-06-14OO20304N960SW14814SHVLA11292DENCO700650-10.00.00.0-10700-0759841826-15.00.00.0-10800-08590.00.0792.040.00.00.00.00.02019KSHVmedium_airportShreveport Regional Airport258NAUSUS-LAShreveportKSHVSHVSHV-93.8256, 32.446602America/Chicago2019-06-14T12:00:00.000+00005015SHV-DEN
4122412018-12-24DL19790N376DA10693BNATN14869SLCUT17551748-7.00.00.0-11700-175920562031-25.00.00.0-22000-20590.00.01404.060.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-24T23:55:00.000+0000725BNA-SLC
261452019-06-14OO20304N743SK10693BNATN11292DENCO17461744-2.00.00.0-11700-17591939204364.064.01.041900-19590.00.01014.050.00.064.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-14T22:46:00.000+00002-104BNA-DEN
4122412018-12-24DL19790N312US11697FLLFL10721BOSMA11351124-11.00.00.0-11100-115914541427-27.00.00.0-21400-14590.00.01237.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-24T16:35:00.000+00001127FLL-BOS
25722019-05-07OO20304N264SY14869SLCUT15376TUSAZ20462044-2.00.00.0-12000-2059215221564.04.00.002100-21590.00.0601.030.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-08T02:46:00.000+00002-4SLC-TUS
4122412018-12-24DL19790N592NW13487MSPMN13204MCOFL845844-1.00.00.0-10800-085913241248-36.00.00.0-21300-13590.00.01310.060.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-24T14:45:00.000+0000176MSP-MCO
261452019-06-14OO20304N202SY11292DENCO14683SATTX10591056-3.00.00.0-11000-105914111400-11.00.00.0-11400-14590.00.0794.040.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-14T16:59:00.000+0000311DEN-SAT
4122412018-12-24DL19790N624AG12478JFKNY14679SANCA8108100.00.00.000800-085911411121-20.00.00.0-21100-11590.00.02446.0100.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-24T13:10:00.000+0000020JFK-SAN
261452019-06-14OO20304N869AS14679SANCA12892LAXCA17501744-6.00.00.0-11700-17591845185712.012.00.001800-18590.00.0109.010.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-15T00:50:00.000+00006-12SAN-LAX
4103132018-10-31AA19805N863NN14107PHXAZ10721BOSMA15301526-4.00.00.0-11500-155923202300-20.00.00.0-22300-23590.00.02300.0100.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-31T22:30:00.000+0000420PHX-BOS
261452019-06-14OO20304N874AS12884LANMI13930ORDIL18151805-10.00.00.0-11800-185918221804-18.00.00.0-21800-18590.00.0179.010.00.00.00.00.02019KLANmedium_airportCapital City Airport861NAUSUS-MILansingKLANLANLAN-84.58740234375, 42.77870178222656America/Detroit2019-06-14T22:15:00.000+00001018LAN-ORD
4122412018-12-24DL19790N916DL13931ORFVA10397ATLGA540534-6.00.00.0-10001-0559735722-13.00.00.0-10700-07590.00.0516.030.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-12-24T10:40:00.000+0000613ORF-ATL
251752019-05-17OO20304N213SY10849BZNMT12892LAXCA13411338-3.00.00.0-11300-135915281506-22.00.00.0-21500-15590.00.0902.040.00.00.00.00.02019KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2019-05-17T19:41:00.000+0000322BZN-LAX
4103022018-10-30AA19805N163AA12892LAXCA13930ORDIL18151808-7.00.00.0-11800-1859172350-27.00.00.0-20001-05590.00.01744.070.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-31T01:15:00.000+00007-2333LAX-ORD
261562019-06-15OO20304N719SK14107PHXAZ14489RDMOR20262021-5.00.00.0-12000-205922552243-12.00.00.0-12200-22590.00.0893.040.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-16T03:26:00.000+0000512PHX-RDM
4122522018-12-25DL19790N348NW13204MCOFL10721BOSMA19591953-6.00.00.0-11900-195922532234-19.00.00.0-22200-22590.00.01121.050.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-26T00:59:00.000+0000619MCO-BOS
261562019-06-15OO20304N431SW10627BISND13487MSPMN17251719-6.00.00.0-11700-175918551840-15.00.00.0-11800-18590.00.0386.020.00.00.00.00.02019KBISmedium_airportBismarck Municipal Airport1661NAUSUS-NDBismarckKBISBISBIS-100.74600219726562, 46.772701263427734America/Chicago2019-06-15T22:25:00.000+0000615BIS-MSP
4122522018-12-25DL19790N976DL10397ATLGA11267DAYOH14001357-3.00.00.0-11400-145915311523-8.00.00.0-11500-15590.00.0432.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T19:00:00.000+0000438ATL-DAY
251862019-05-18OO20304N760SK13930ORDIL10713BOIID950949-1.00.00.0-10900-095912391231-8.00.00.0-11200-12590.00.01437.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-18T14:50:00.000+000018ORD-BOI
410552018-10-05AA19805N988AL11298DFWTX13204MCOFL16541653-1.00.00.0-11600-1659203020300.00.00.002000-20590.00.0985.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-05T21:54:00.000+000010DFW-MCO
261562019-06-15OO20304N461SW12280IDAID14869SLCUT755750-5.00.00.0-10700-0759856841-15.00.00.0-10800-08590.00.0188.010.00.00.00.00.02019KIDAmedium_airportIdaho Falls Regional Airport4744NAUSUS-IDIdaho FallsKIDAIDAIDA-112.070999, 43.514599America/Boise2019-06-15T13:55:00.000+0000515IDA-SLC
4122522018-12-25DL19790N807DN14869SLCUT14057PDXOR20302024-6.00.00.0-12000-205921422131-11.00.00.0-12100-21590.00.0630.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-26T03:30:00.000+0000611SLC-PDX
251862019-05-18OO20304N191SY14908SNACA14831SJCCA17001646-14.00.00.0-11700-175918201800-20.00.00.0-21800-18590.00.0342.020.00.00.00.00.02019KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2019-05-19T00:00:00.000+00005420SNA-SJC
4122522018-12-25DL19790N803NW14107PHXAZ10397ATLGA14201417-3.00.00.0-11400-145919531933-20.00.00.0-21900-19590.00.01587.070.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-25T21:20:00.000+0000320PHX-ATL
251862019-05-18OO20304N554CA10781BTRLA10397ATLGA130013000.00.00.001300-1359153215364.04.00.001500-15590.00.0448.020.00.00.00.00.02019KBTRmedium_airportBaton Rouge Metropolitan Airport70NAUSUS-LABaton RougeKBTRBTRBTR-91.149597, 30.533199America/Chicago2019-05-18T18:00:00.000+00000-4BTR-ATL
4122522018-12-25DL19790N329NW10397ATLGA11298DFWTX162116210.00.00.001600-1659174917512.02.00.001700-17590.00.0731.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T21:21:00.000+00000-2ATL-DFW
261562019-06-15OO20304N937EV14689SBACA12892LAXCA10321030-2.00.00.0-11000-105911321129-3.00.00.0-11100-11590.00.089.010.00.00.00.00.02019KSBAmedium_airportSanta Barbara Municipal Airport13NAUSUS-CASanta BarbaraKSBASBASBA-119.8399963, 34.42620087America/Los_Angeles2019-06-15T17:32:00.000+000023SBA-LAX
4122522018-12-25DL19790N684DA10397ATLGA11697FLLFL13001255-5.00.00.0-11300-135914471427-20.00.00.0-21400-14590.00.0581.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T18:00:00.000+00004520ATL-FLL
261562019-06-15OO20304N203SY11292DENCO12441JACWY805758-7.00.00.0-10800-08599379381.01.00.000900-09590.00.0406.020.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-15T14:05:00.000+000047-1DEN-JAC
4102432018-10-24DL19790N960AT14057PDXOR14747SEAWA600559-1.00.00.0-10600-0659704651-13.00.00.0-10700-07590.00.0129.010.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-10-24T13:00:00.000+00004153PDX-SEA
251862019-05-18OO20304N154SY11292DENCO11503EGECO20222020-2.00.00.0-12000-205921172102-15.00.00.0-12100-21590.00.0120.010.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-19T02:22:00.000+0000215DEN-EGE
4102432018-10-24DL19790N837DN13198MCIMO10397ATLGA18461839-7.00.00.0-11800-185921452122-23.00.00.0-22100-21590.00.0692.030.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-24T23:46:00.000+0000723MCI-ATL
251862019-05-18OO20304N939SW11109COSCO11292DENCO740737-3.00.00.0-10700-0759839838-1.00.00.0-10800-08590.00.073.010.00.00.00.00.02019KCOSlarge_airportCity of Colorado Springs Municipal Airport6187NAUSUS-COColorado SpringsKCOSCOSCOS-104.700996, 38.805801America/Denver2019-05-18T13:40:00.000+000031COS-DEN
4102432018-10-24DL19790N982DL10397ATLGA10693BNATN11561153-3.00.00.0-11100-115912001154-6.00.00.0-11200-12590.00.0214.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-24T15:56:00.000+0000346ATL-BNA
251862019-05-18OO20304N206SY11292DENCO11109COSCO18501849-1.00.00.0-11800-185919421930-12.00.00.0-11900-19590.00.073.010.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-19T00:50:00.000+0000112DEN-COS
4102432018-10-24DL19790N323DN10721BOSMA10397ATLGA815814-1.00.00.0-10800-0859105711003.03.00.001000-10590.00.0946.040.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-24T12:15:00.000+00001-43BOS-ATL
251862019-05-18OO20304N153SY14004PAEWA11292DENCO600553-7.00.00.0-10600-0659948936-12.00.00.0-10900-09590.00.01036.050.00.00.00.00.02019KPAEmedium_airportSnohomish County (Paine Field) Airport606NAUSUS-WAEverettKPAEPAEPAE-122.2819977, 47.90629959America/Los_Angeles2019-05-18T13:00:00.000+00004712PAE-DEN
4122522018-12-25DL19790N845DN10397ATLGA12451JAXFL15071506-1.00.00.0-11500-155916161606-10.00.00.0-11600-16590.00.0270.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T20:07:00.000+0000110ATL-JAX
261672019-06-16OO20304N755SK11823FWAIN11298DFWTX759752-7.00.00.0-10700-07599339396.06.00.000900-09590.00.0859.040.00.00.00.00.02019KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2019-06-16T11:59:00.000+00007-6FWA-DFW
4122522018-12-25DL19790N365NW11278DCAVA10397ATLGA1000958-2.00.00.0-11000-105911551146-9.00.00.0-11100-11590.00.0547.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-25T15:00:00.000+0000429DCA-ATL
251972019-05-19OO20304N740SK11298DFWTX14588ROWNM22192217-2.00.00.0-12200-225923002250-10.00.00.0-12300-23590.00.0435.020.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-20T03:19:00.000+0000250DFW-ROW
4102432018-10-24DL19790N962DN10693BNATN11433DTWMI615610-5.00.00.0-10600-0659858851-7.00.00.0-10800-08590.00.0456.020.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-10-24T11:15:00.000+000057BNA-DTW
261672019-06-16OO20304N898SK13485MSNWI11433DTWMI13111307-4.00.00.0-11300-135915321521-11.00.00.0-11500-15590.00.0311.020.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-06-16T18:11:00.000+0000411MSN-DTW
4102432018-10-24DL19790N894DN14771SFOCA13487MSPMN610602-8.00.00.0-10600-065911561135-21.00.00.0-21100-11590.00.01589.070.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-24T13:10:00.000+0000821SFO-MSP
251972019-05-19OO20304N685BR15607VLDGA10397ATLGA11391134-5.00.00.0-11100-115912591241-18.00.00.0-21200-12590.00.0208.010.00.00.00.00.02019KVLDmedium_airportValdosta Regional Airport203NAUSUS-GAValdostaKVLDVLDVLD-83.27670288085938, 30.782499313354492America/New_York2019-05-19T15:39:00.000+0000518VLD-ATL
4102432018-10-24DL19790N919DN13487MSPMN11292DENCO19451939-6.00.00.0-11900-195921032034-29.00.00.0-22100-21590.00.0680.030.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-25T00:45:00.000+0000669MSP-DEN
263072019-06-30DL19790N366NW14107PHXAZ14747SEAWA18561853-3.00.00.0-11800-185922012142-19.00.00.0-22200-22590.00.01107.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-07-01T01:56:00.000+0000359PHX-SEA
4102432018-10-24DL19790N919DN13487MSPMN10140ABQNM11451141-4.00.00.0-11100-115913371319-18.00.00.0-21300-13590.00.0981.040.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-24T16:45:00.000+0000418MSP-ABQ
251972019-05-19OO20304N920EV11433DTWMI12397ITHNY10571050-7.00.00.0-11000-105912181204-14.00.00.0-11200-12590.00.0353.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-19T14:57:00.000+0000714DTW-ITH
410552018-10-05EV20366N2513414524RICVA11618EWRNJ191519150.00.00.001900-1959204520505.05.00.002000-20590.00.0277.020.00.00.00.00.02018KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2018-10-05T23:15:00.000+00000-5RIC-EWR
251972019-05-19OO20304N263SY15376TUSAZ12892LAXCA700654-6.00.00.0-10700-0759900839-21.00.00.0-20900-09590.00.0451.020.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-05-19T14:00:00.000+00004661TUS-LAX
4102432018-10-24DL19790N894AT11433DTWMI14576ROCNY22002157-3.00.00.0-12200-225923112301-10.00.00.0-12300-23590.00.0296.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-25T02:00:00.000+00004310DTW-ROC
251972019-05-19OO20304N259SY14869SLCUT12954LGBCA8358350.00.00.000800-08599409477.07.00.000900-09590.00.0588.030.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-19T14:35:00.000+00000-7SLC-LGB
4102432018-10-24DL19790N886DN11433DTWMI14747SEAWA845844-1.00.00.0-10800-085910571028-29.00.00.0-21000-10590.00.01927.080.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-24T12:45:00.000+0000129DTW-SEA
263072019-06-30DL19790N968AT13487MSPMN11057CLTNC13141312-2.00.00.0-11300-13591643170320.020.01.011600-16590.00.0930.040.00.020.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-30T18:14:00.000+00002-60MSP-CLT
410442018-10-04EV20366N1119213930ORDIL15370TULOK130513050.00.00.001300-135915081455-13.00.00.0-11500-15590.00.0585.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T18:05:00.000+0000053ORD-TUL
26162019-06-01DL19790N977AT13930ORDIL13487MSPMN910902-8.00.00.0-10900-095910391026-13.00.00.0-11000-10590.00.0334.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-01T14:10:00.000+0000813ORD-MSP
4102542018-10-25DL19790N357NW10397ATLGA12945LEXKY20462044-2.00.00.0-12000-205921542142-12.00.00.0-12100-21590.00.0304.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-26T00:46:00.000+0000212ATL-LEX
26162019-06-01DL19790N892AT10397ATLGA11618EWRNJ150215020.00.00.001500-155917161705-11.00.00.0-11700-17590.00.0746.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-01T19:02:00.000+0000011ATL-EWR
4102542018-10-25DL19790N929AT14635RSWFL11193CVGKY13521338-14.00.00.0-11300-135916151552-23.00.00.0-21600-16590.00.0879.040.00.00.00.00.02018KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2018-10-25T17:52:00.000+00001463RSW-CVG
26162019-06-01DL19790N349DX10849BZNMT13487MSPMN600558-2.00.00.0-10600-0659916909-7.00.00.0-10900-09590.00.0874.040.00.00.00.00.02019KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2019-06-01T12:00:00.000+0000427BZN-MSP
4102542018-10-25DL19790N943DN13342MKEWI11433DTWMI12571255-2.00.00.0-11200-125915101500-10.00.00.0-11500-15590.00.0237.010.00.00.00.00.02018KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2018-10-25T17:57:00.000+0000210MKE-DTW
26162019-06-01DL19790N935AT10397ATLGA10431AVLNC12451242-3.00.00.0-11200-125913401331-9.00.00.0-11300-13590.00.0164.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-01T16:45:00.000+000039ATL-AVL
4102652018-10-26EV20366N1057511042CLEOH11278DCAVA12331227-6.00.00.0-11200-125913571338-19.00.00.0-21300-13590.00.0310.020.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-10-26T16:33:00.000+0000619CLE-DCA
252452019-05-24OO20304N177SY11259DALTX14771SFOCA905859-6.00.00.0-10900-0959110511116.06.00.001100-11590.00.01476.060.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-24T14:05:00.000+000046-6DAL-SFO
410552018-10-05EV20366N2654512266IAHTX12896LBBTX14351431-4.00.00.0-11400-145916181612-6.00.00.0-11600-16590.00.0458.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-05T19:35:00.000+000046IAH-LBB
251162019-05-11OO20304N726SK15376TUSAZ12892LAXCA601556-5.00.00.0-10600-0659749743-6.00.00.0-10700-07590.00.0451.020.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-05-11T13:01:00.000+0000456TUS-LAX
4101472018-10-14EV20366N2991712266IAHTX12896LBBTX14351433-2.00.00.0-11400-1459161816202.02.00.001600-16590.00.0458.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-14T19:35:00.000+00002-2IAH-LBB
26272019-06-02DL19790N341NB13487MSPMN13198MCIMO13281321-7.00.00.0-11300-135914551444-11.00.00.0-11400-14590.00.0393.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-02T18:28:00.000+0000711MSP-MCI
4102322018-10-23EV20366N1655911618EWRNJ14524RICVA17151710-5.00.00.0-11700-1759184518450.00.00.001800-18590.00.0277.020.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-23T21:15:00.000+000050EWR-RIC
251162019-05-11OO20304N606SK13232MDWIL11433DTWMI170017000.00.00.001700-175919121902-10.00.00.0-11900-19590.00.0228.010.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-11T22:00:00.000+0000010MDW-DTW
4102652018-10-26EV20366N1491615370TULOK12266IAHTX18501840-10.00.00.0-11800-185920261959-27.00.00.0-22000-20590.00.0429.020.00.00.00.00.02018KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2018-10-26T23:50:00.000+00001067TUL-IAH
251162019-05-11OO20304N457SW10408ATWWI13487MSPMN14511445-6.00.00.0-11400-145916071547-20.00.00.0-21600-16590.00.0236.010.00.00.00.00.02019KATWsmall_airportAppleton International Airport918NAUSUS-WIAppletonKATWATWATW-88.5190963745, 44.258098602299995America/Chicago2019-05-11T19:51:00.000+0000660ATW-MSP
4102542018-10-25DL19790N308DN11433DTWMI13487MSPMN13521349-3.00.00.0-11300-135914421432-10.00.00.0-11400-14590.00.0528.030.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-25T17:52:00.000+0000310DTW-MSP
26272019-06-02DL19790N815DN11433DTWMI14771SFOCA12251222-3.00.00.0-11200-125914341428-6.00.00.0-11400-14590.00.02079.090.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-02T16:25:00.000+000036DTW-SFO
4101842018-10-18EV20366N1119210185AEXLA12266IAHTX16101607-3.00.00.0-11600-16591721173615.015.01.011700-17590.00.0190.010.00.015.00.00.02018KAEXmedium_airportAlexandria International Airport89NAUSUS-LAAlexandriaKAEXAEXAEX-92.54979705810547, 31.32740020751953America/Chicago2018-10-18T21:10:00.000+00003-15AEX-IAH
26272019-06-02DL19790N852DN10821BWIMD11433DTWMI941940-1.00.00.0-10900-0959111211131.01.00.001100-11590.00.0409.020.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-02T13:41:00.000+00001-1BWI-DTW
4102542018-10-25DL19790N361DN10821BWIMD11433DTWMI600557-3.00.00.0-10600-0659738729-9.00.00.0-10700-07590.00.0409.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-25T10:00:00.000+0000439BWI-DTW
251162019-05-11YV20378N502MJ13931ORFVA12264IADVA14451433-12.00.00.0-11400-145915441525-19.00.00.0-21500-15590.00.0157.010.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-11T18:45:00.000+00001219ORF-IAD
410922018-10-09EV20366N903EV13930ORDIL12278ICTKS21052102-3.00.00.0-12100-21592307232013.013.00.002300-23590.00.0588.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-10T02:05:00.000+00003-13ORD-ICT
251422019-05-14YV20378N8830113487MSPMN12266IAHTX800754-6.00.00.0-10800-085911101024-46.00.00.0-21100-11590.00.01034.050.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-14T13:00:00.000+00004686MSP-IAH
4101512018-10-15EV20366N854AS12278ICTKS13930ORDIL800759-1.00.00.0-10800-0859959101617.017.01.010900-09590.00.0588.030.00.017.00.00.02018KICTlarge_airportWichita Eisenhower National Airport1333NAUSUS-KSWichitaKICTICTICT-97.433098, 37.649899America/Chicago2018-10-15T13:00:00.000+000041-57ICT-ORD
Showing the first 1000 rows.
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2,5,18,6,"2019-05-18","UA",19977,"N15710",11057,"CLT","NC",11618,"EWR","NJ",710,710,0,0,0,0,"0700-0759",859,900,1,1,0,0,"0800-0859",0,0,529,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-18T11:10:00.000+0000",0,-41,"CLT-EWR"],[4,10,20,6,"2018-10-20","B6",20409,"N284JB",12478,"JFK","NY",14576,"ROC","NY",820,814,-6,0,0,-1,"0800-0859",941,927,-14,0,0,-1,"0900-0959",0,0,264,2,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-20T12:20:00.000+0000",6,14,"JFK-ROC"],[2,5,18,6,"2019-05-18","UA",19977,"N37471",12266,"IAH","TX",13198,"MCI","MO",2005,2004,-1,0,0,-1,"2000-2059",2203,2256,53,53,1,3,"2200-2259",0,0,643,3,0,0,53,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-19T01:05:00.000+0000",1,-53,"IAH-MCI"],[4,10,30,2,"2018-10-30","B6",20409,"N506JB",14843,"SJU","PR",10529,"BDL","CT",1233,1230,-3,0,0,-1,"1200-1259",1634,1623,-11,0,0,-1,"1600-1659",0,0,1666,7,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-10-30T16:33:00.000+0000",3,11,"SJU-BDL"],[2,6,6,4,"2019-06-06","YX",20452,"N357FC",11433,"DTW","MI",12945,"LEX","KY",1217,1215,-2,0,0,-1,"1200-1259",1331,1322,-9,0,0,-1,"1300-1359",0,0,296,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-06T16:17:00.000+0000",2,9,"DTW-LEX"],[4,10,30,2,"2018-10-30","B6",20409,"N606JB",12478,"JFK","NY",12191,"HOU","TX",1420,1412,-8,0,0,-1,"1400-1459",1724,1649,-35,0,0,-2,"1700-1759",0,0,1428,6,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-30T18:20:00.000+0000",8,75,"JFK-HOU"],[2,6,6,4,"2019-06-06","YX",20452,"N870RW",12953,"LGA","NY",10792,"BUF","NY",2155,2154,-1,0,0,-1,"2100-2159",2323,2328,5,5,0,0,"2300-2359",0,0,292,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-07T01:55:00.000+0000",1,-5,"LGA-BUF"],[4,10,30,2,"2018-10-30","B6",20409,"N775JB",12954,"LGB","CA",14831,"SJC","CA",650,640,-10,0,0,-1,"0600-0659",810,807,-3,0,0,-1,"0800-0859",0,0,324,2,0,0,0,0,0,2018,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2018-10-30T13:50:00.000+0000",10,3,"LGB-SJC"],[2,6,7,5,"2019-06-07","YX",20452,"N205JQ",12953,"LGA","NY",11057,"CLT","NC",630,629,-1,0,0,-1,"0600-0659",837,832,-5,0,0,-1,"0800-0859",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-07T10:30:00.000+0000",1,5,"LGA-CLT"],[4,10,31,3,"2018-10-31","B6",20409,"N594JB",12954,"LGB","CA",12478,"JFK","NY",2050,2047,-3,0,0,-1,"2000-2059",459,449,-10,0,0,-1,"0001-0559",0,0,2465,10,0,0,0,0,0,2018,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2018-11-01T03:50:00.000+0000",3,10,"LGB-JFK"],[2,6,7,5,"2019-06-07","YX",20452,"N210JQ",15016,"STL","MO",12953,"LGA","NY",600,556,-4,0,0,-1,"0600-0659",937,922,-15,0,0,-1,"0900-0959",0,0,888,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-07T11:00:00.000+0000",44,15,"STL-LGA"],[4,10,18,4,"2018-10-18","DL",19790,"N896AT",10721,"BOS","MA",12953,"LGA","NY",630,630,0,0,0,0,"0600-0659",752,734,-18,0,0,-2,"0700-0759",0,0,184,1,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-18T10:30:00.000+0000",0,18,"BOS-LGA"],[2,5,18,6,"2019-05-18","UA",19977,"N495UA",11292,"DEN","CO",11433,"DTW","MI",1057,1051,-6,0,0,-1,"1000-1059",1543,1536,-7,0,0,-1,"1500-1559",0,0,1123,5,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-18T16:57:00.000+0000",6,7,"DEN-DTW"],[4,10,18,4,"2018-10-18","DL",19790,"N903DE",15624,"VPS","FL",10397,"ATL","GA",1034,1029,-5,0,0,-1,"1000-1059",1249,1240,-9,0,0,-1,"1200-1259",0,0,250,2,0,0,0,0,0,2018,"KVPS","large_airport","Destin-Ft Walton Beach Airport",87,"NA","US","US-FL","Valparaiso","KVPS","VPS","VPS","-86.525398, 30.4832","America/Chicago","2018-10-18T15:34:00.000+0000",5,9,"VPS-ATL"],[2,5,18,6,"2019-05-18","UA",19977,"N74007",11618,"EWR","NJ",12266,"IAH","TX",1745,1744,-1,0,0,-1,"1700-1759",2032,2020,-12,0,0,-1,"2000-2059",0,0,1400,6,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-18T21:45:00.000+0000",1,12,"EWR-IAH"],[4,10,18,4,"2018-10-18","DL",19790,"N344NW",10423,"AUS","TX",13487,"MSP","MN",610,606,-4,0,0,-1,"0600-0659",851,839,-12,0,0,-1,"0800-0859",0,0,1042,5,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-18T11:10:00.000+0000",4,12,"AUS-MSP"],[2,6,12,3,"2019-06-12","YX",20452,"N809MD",10721,"BOS","MA",10792,"BUF","NY",1515,1512,-3,0,0,-1,"1500-1559",1659,1652,-7,0,0,-1,"1600-1659",0,0,395,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-12T19:15:00.000+0000",3,7,"BOS-BUF"],[4,12,20,4,"2018-12-20","UA",19977,"N37504",12892,"LAX","CA",12266,"IAH","TX",600,554,-6,0,0,-1,"0600-0659",1113,1103,-10,0,0,-1,"1100-1159",0,0,1379,6,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-20T14:00:00.000+0000",46,10,"LAX-IAH"],[2,6,12,3,"2019-06-12","YX",20452,"N869RW",10721,"BOS","MA",12451,"JAX","FL",1410,1406,-4,0,0,-1,"1400-1459",1707,1733,26,26,1,1,"1700-1759",0,0,1010,5,0,0,26,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-12T18:10:00.000+0000",4,-26,"BOS-JAX"],[4,10,18,4,"2018-10-18","DL",19790,"N555NW",13487,"MSP","MN",13342,"MKE","WI",1245,1243,-2,0,0,-1,"1200-1259",1356,1345,-11,0,0,-1,"1300-1359",0,0,297,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T17:45:00.000+0000",2,11,"MSP-MKE"],[2,6,12,3,"2019-06-12","YX",20452,"N821MD",11066,"CMH","OH",12953,"LGA","NY",1915,1904,-11,0,0,-1,"1900-1959",2100,2043,-17,0,0,-2,"2100-2159",0,0,479,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-12T23:15:00.000+0000",11,57,"CMH-LGA"],[4,10,18,4,"2018-10-18","DL",19790,"N318NB",11433,"DTW","MI",15016,"STL","MO",1533,1529,-4,0,0,-1,"1500-1559",1608,1600,-8,0,0,-1,"1600-1659",0,0,440,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-18T19:33:00.000+0000",4,8,"DTW-STL"],[2,5,17,5,"2019-05-17","UA",19977,"N73256",13930,"ORD","IL",13485,"MSN","WI",1425,1421,-4,0,0,-1,"1400-1459",1517,1520,3,3,0,0,"1500-1559",0,0,109,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-17T19:25:00.000+0000",4,-3,"ORD-MSN"],[4,12,20,4,"2018-12-20","UA",19977,"N36476",12173,"HNL","HI",14771,"SFO","CA",1310,1300,-10,0,0,-1,"1300-1359",2011,2009,-2,0,0,-1,"2000-2059",0,0,2398,10,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-20T23:10:00.000+0000",10,2,"HNL-SFO"],[2,5,17,5,"2019-05-17","UA",19977,"N445UA",12266,"IAH","TX",14683,"SAT","TX",1420,1419,-1,0,0,-1,"1400-1459",1523,1517,-6,0,0,-1,"1500-1559",0,0,191,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-17T19:20:00.000+0000",1,6,"IAH-SAT"],[4,10,18,4,"2018-10-18","DL",19790,"N930DN",13487,"MSP","MN",14100,"PHL","PA",2030,2026,-4,0,0,-1,"2000-2059",2355,2347,-8,0,0,-1,"2300-2359",0,0,980,4,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-19T01:30:00.000+0000",4,8,"MSP-PHL"],[2,6,17,1,"2019-06-17","YX",20452,"N201JQ",11066,"CMH","OH",12478,"JFK","NY",1725,1722,-3,0,0,-1,"1700-1759",1935,1913,-22,0,0,-2,"1900-1959",0,0,483,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-17T21:25:00.000+0000",3,22,"CMH-JFK"],[4,12,20,4,"2018-12-20","UA",19977,"N36207",10721,"BOS","MA",12266,"IAH","TX",715,711,-4,0,0,-1,"0700-0759",1043,1038,-5,0,0,-1,"1000-1059",0,0,1597,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-20T12:15:00.000+0000",4,5,"BOS-IAH"],[2,5,17,5,"2019-05-17","UA",19977,"N23707",13930,"ORD","IL",11278,"DCA","VA",600,555,-5,0,0,-1,"0600-0659",846,827,-19,0,0,-2,"0800-0859",0,0,612,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-17T11:00:00.000+0000",45,19,"ORD-DCA"],[4,12,16,7,"2018-12-16","UA",19977,"N38451",11292,"DEN","CO",10423,"AUS","TX",2035,2033,-2,0,0,-1,"2000-2059",2340,2326,-14,0,0,-1,"2300-2359",0,0,775,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-17T03:35:00.000+0000",2,14,"DEN-AUS"],[2,6,25,2,"2019-06-25","HA",19690,"N381HA",14679,"SAN","CA",12173,"HNL","HI",920,918,-2,0,0,-1,"0900-0959",1235,1250,15,15,1,1,"1200-1259",0,0,2614,11,15,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-25T16:20:00.000+0000",2,-15,"SAN-HNL"],[4,10,19,5,"2018-10-19","DL",19790,"N915AT",14635,"RSW","FL",11193,"CVG","KY",1352,1337,-15,0,0,-1,"1300-1359",1615,1549,-26,0,0,-2,"1600-1659",0,0,879,4,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-19T17:52:00.000+0000",15,66,"RSW-CVG"],[2,6,1,6,"2019-06-01","HA",19690,"N214HA",13830,"OGG","HI",14057,"PDX","OR",1035,1028,-7,0,0,-1,"1000-1059",1905,1856,-9,0,0,-1,"1900-1959",0,0,2562,11,0,0,0,0,0,2019,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2019-06-01T20:35:00.000+0000",7,49,"OGG-PDX"],[4,12,16,7,"2018-12-16","UA",19977,"N67845",15304,"TPA","FL",11618,"EWR","NJ",610,607,-3,0,0,-1,"0600-0659",840,827,-13,0,0,-1,"0800-0859",0,0,997,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-16T11:10:00.000+0000",3,13,"TPA-EWR"],[2,6,6,4,"2019-06-06","HA",19690,"N205HA",12982,"LIH","HI",12892,"LAX","CA",1245,1239,-6,0,0,-1,"1200-1259",2130,2129,-1,0,0,-1,"2100-2159",0,0,2615,11,0,0,0,0,0,2019,"PHLI","medium_airport","Lihue Airport",153,"NA","US","US-HI","Lihue","PHLI","LIH","LIH","-159.33900451660156, 21.97599983215332","Pacific/Honolulu","2019-06-06T22:45:00.000+0000",6,1,"LIH-LAX"],[4,10,19,5,"2018-10-19","DL",19790,"N974DL",10397,"ATL","GA",12217,"HSV","AL",859,855,-4,0,0,-1,"0800-0859",853,838,-15,0,0,-1,"0800-0859",0,0,151,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-19T12:59:00.000+0000",4,15,"ATL-HSV"],[2,5,16,4,"2019-05-16","UA",19977,"N441UA",11618,"EWR","NJ",11697,"FLL","FL",1400,1356,-4,0,0,-1,"1400-1459",1657,1641,-16,0,0,-2,"1600-1659",0,0,1065,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-16T18:00:00.000+0000",44,16,"EWR-FLL"],[4,12,16,7,"2018-12-16","UA",19977,"N37427",10721,"BOS","MA",13930,"ORD","IL",1500,1455,-5,0,0,-1,"1500-1559",1642,1620,-22,0,0,-2,"1600-1659",0,0,867,4,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-16T20:00:00.000+0000",45,22,"BOS-ORD"],[2,6,9,7,"2019-06-09","HA",19690,"N218HA",12173,"HNL","HI",12954,"LGB","CA",1225,1225,0,0,0,0,"1200-1259",2100,2056,-4,0,0,-1,"2100-2159",0,0,2569,11,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-06-09T22:25:00.000+0000",0,44,"HNL-LGB"],[4,12,16,7,"2018-12-16","UA",19977,"N853UA",14685,"SAV","GA",13930,"ORD","IL",1245,1240,-5,0,0,-1,"1200-1259",1406,1357,-9,0,0,-1,"1400-1459",0,0,773,4,0,0,0,0,0,2018,"KSAV","large_airport","Savannah Hilton Head International Airport",50,"NA","US","US-GA","Savannah","KSAV","SAV","SAV","-81.20210266, 32.12760162","America/New_York","2018-12-16T17:45:00.000+0000",5,49,"SAV-ORD"],[2,6,23,7,"2019-06-23","HA",19690,"N361HA",10721,"BOS","MA",12173,"HNL","HI",920,913,-7,0,0,-1,"0900-0959",1420,1424,4,4,0,0,"1400-1459",0,0,5095,11,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-23T13:20:00.000+0000",7,-4,"BOS-HNL"],[4,10,19,5,"2018-10-19","DL",19790,"N676DL",14635,"RSW","FL",10397,"ATL","GA",1659,1653,-6,0,0,-1,"1600-1659",1845,1834,-11,0,0,-1,"1800-1859",0,0,515,3,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-19T20:59:00.000+0000",6,11,"RSW-ATL"],[2,6,26,3,"2019-06-26","HA",19690,"N477HA",12173,"HNL","HI",12402,"ITO","HI",500,457,-3,0,0,-1,"0001-0559",550,553,3,3,0,0,"0001-0559",0,0,216,1,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-06-26T15:00:00.000+0000",43,-3,"HNL-ITO"],[4,12,16,7,"2018-12-16","UA",19977,"N14121",12892,"LAX","CA",10721,"BOS","MA",820,812,-8,0,0,-1,"0800-0859",1644,1644,0,0,0,0,"1600-1659",0,0,2611,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-16T16:20:00.000+0000",8,0,"LAX-BOS"],[2,5,16,4,"2019-05-16","UA",19977,"N74856",11292,"DEN","CO",13930,"ORD","IL",1850,1849,-1,0,0,-1,"1800-1859",2207,2215,8,8,0,0,"2200-2259",0,0,888,4,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-17T00:50:00.000+0000",1,-8,"DEN-ORD"],[4,10,19,5,"2018-10-19","DL",19790,"N3741S",10721,"BOS","MA",12892,"LAX","CA",1550,1550,0,0,0,0,"1500-1559",1920,1945,25,25,1,1,"1900-1959",0,0,2611,11,0,0,25,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-19T19:50:00.000+0000",0,-25,"BOS-LAX"],[2,5,4,6,"2019-05-04","UA",19977,"N62889",11292,"DEN","CO",14107,"PHX","AZ",1540,1535,-5,0,0,-1,"1500-1559",1634,1623,-11,0,0,-1,"1600-1659",0,0,602,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-04T21:40:00.000+0000",5,11,"DEN-PHX"],[4,12,16,7,"2018-12-16","UA",19977,"N809UA",10693,"BNA","TN",12264,"IAD","VA",1847,1837,-10,0,0,-1,"1800-1859",2118,2112,-6,0,0,-1,"2100-2159",0,0,542,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-17T00:47:00.000+0000",10,6,"BNA-IAD"],[2,6,22,6,"2019-06-22","HA",19690,"N488HA",12982,"LIH","HI",12173,"HNL","HI",714,710,-4,0,0,-1,"0700-0759",750,751,1,1,0,0,"0700-0759",0,0,102,1,0,0,0,0,0,2019,"PHLI","medium_airport","Lihue Airport",153,"NA","US","US-HI","Lihue","PHLI","LIH","LIH","-159.33900451660156, 21.97599983215332","Pacific/Honolulu","2019-06-22T17:14:00.000+0000",4,-1,"LIH-HNL"],[4,12,16,7,"2018-12-16","UA",19977,"N13248",14679,"SAN","CA",13930,"ORD","IL",1059,1050,-9,0,0,-1,"1000-1059",1658,1638,-20,0,0,-2,"1600-1659",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-16T18:59:00.000+0000",9,20,"SAN-ORD"],[2,6,4,2,"2019-06-04","HA",19690,"N489HA",12402,"ITO","HI",12173,"HNL","HI",730,727,-3,0,0,-1,"0700-0759",823,830,7,7,0,0,"0800-0859",0,0,216,1,0,0,0,0,0,2019,"PHTO","medium_airport","Hilo International Airport",38,"NA","US","US-HI","Hilo","PHTO","ITO","ITO","-155.04800415039062, 19.721399307250977","Pacific/Honolulu","2019-06-04T17:30:00.000+0000",3,-7,"ITO-HNL"],[4,10,11,4,"2018-10-11","DL",19790,"N968AT",12892,"LAX","CA",11292,"DEN","CO",1935,1930,-5,0,0,-1,"1900-1959",2302,2237,-25,0,0,-2,"2300-2359",0,0,862,4,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-12T02:35:00.000+0000",5,65,"LAX-DEN"],[2,5,4,6,"2019-05-04","UA",19977,"N69888",12889,"LAS","NV",14771,"SFO","CA",1237,1223,-14,0,0,-1,"1200-1259",1418,1358,-20,0,0,-2,"1400-1459",0,0,414,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-04T19:37:00.000+0000",14,60,"LAS-SFO"],[4,10,11,4,"2018-10-11","DL",19790,"N541US",12892,"LAX","CA",10397,"ATL","GA",535,531,-4,0,0,-1,"0001-0559",1244,1239,-5,0,0,-1,"1200-1259",0,0,1947,8,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-11T12:35:00.000+0000",4,5,"LAX-ATL"],[2,5,4,6,"2019-05-04","UA",19977,"N12125",12758,"KOA","HI",11292,"DEN","CO",2000,1942,-18,0,0,-2,"2000-2059",642,611,-31,0,0,-2,"0600-0659",0,0,3329,11,0,0,0,0,0,2019,"PHKO","medium_airport","Ellison Onizuka Kona International At Keahole Airport",47,"NA","US","US-HI","Kailua/Kona","PHKO","KOA","KOA","-156.045603, 19.738783","Pacific/Honolulu","2019-05-05T06:00:00.000+0000",58,31,"KOA-DEN"],[4,10,30,2,"2018-10-30","DL",19790,"N582NW",14771,"SFO","CA",10397,"ATL","GA",1007,1007,0,0,0,0,"1000-1059",1733,1721,-12,0,0,-1,"1700-1759",0,0,2139,9,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-30T17:07:00.000+0000",0,12,"SFO-ATL"],[2,5,4,6,"2019-05-04","UA",19977,"N889UA",13930,"ORD","IL",11638,"FAT","CA",1940,1939,-1,0,0,-1,"1900-1959",2210,2151,-19,0,0,-2,"2200-2259",0,0,1730,7,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-05T00:40:00.000+0000",1,59,"ORD-FAT"],[4,12,15,6,"2018-12-15","UA",19977,"N829UA",12953,"LGA","NY",13930,"ORD","IL",1800,1749,-11,0,0,-1,"1800-1859",1936,1907,-29,0,0,-2,"1900-1959",0,0,733,3,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-15T23:00:00.000+0000",51,29,"LGA-ORD"],[2,5,23,4,"2019-05-23","B6",20409,"N179JB",10721,"BOS","MA",11057,"CLT","NC",1835,1827,-8,0,0,-1,"1800-1859",2102,2051,-11,0,0,-1,"2100-2159",0,0,728,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-23T22:35:00.000+0000",8,51,"BOS-CLT"],[4,10,30,2,"2018-10-30","DL",19790,"N852DN",14057,"PDX","OR",11433,"DTW","MI",1217,1216,-1,0,0,-1,"1200-1259",1923,1913,-10,0,0,-1,"1900-1959",0,0,1953,8,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-10-30T19:17:00.000+0000",1,10,"PDX-DTW"],[2,6,10,1,"2019-06-10","NK",20416,"N632NK",10397,"ATL","GA",13495,"MSY","LA",1632,1627,-5,0,0,-1,"1600-1659",1705,1721,16,16,1,1,"1700-1759",0,0,425,2,0,0,16,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-10T20:32:00.000+0000",5,-16,"ATL-MSY"],[4,12,3,1,"2018-12-03","UA",19977,"N18243",12264,"IAD","VA",10529,"BDL","CT",815,811,-4,0,0,-1,"0800-0859",933,925,-8,0,0,-1,"0900-0959",0,0,326,2,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-03T13:15:00.000+0000",4,8,"IAD-BDL"],[2,5,24,5,"2019-05-24","B6",20409,"N946JL",12892,"LAX","CA",12478,"JFK","NY",530,526,-4,0,0,-1,"0001-0559",1406,1330,-36,0,0,-2,"1400-1459",0,0,2475,10,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-24T12:30:00.000+0000",4,76,"LAX-JFK"],[4,12,3,1,"2018-12-03","UA",19977,"N66893",13871,"OMA","NE",11292,"DEN","CO",937,927,-10,0,0,-1,"0900-0959",1021,1030,9,9,0,0,"1000-1059",0,0,472,2,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-03T15:37:00.000+0000",10,-9,"OMA-DEN"],[2,6,28,5,"2019-06-28","NK",20416,"N633NK",14057,"PDX","OR",12889,"LAS","NV",625,619,-6,0,0,-1,"0600-0659",836,824,-12,0,0,-1,"0800-0859",0,0,763,4,0,0,0,0,0,2019,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2019-06-28T13:25:00.000+0000",6,12,"PDX-LAS"],[4,10,30,2,"2018-10-30","DL",19790,"N332DN",13487,"MSP","MN",12892,"LAX","CA",845,842,-3,0,0,-1,"0800-0859",1045,1043,-2,0,0,-1,"1000-1059",0,0,1535,7,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-30T13:45:00.000+0000",3,2,"MSP-LAX"],[2,6,30,7,"2019-06-30","NK",20416,"N510NK",13577,"MYR","SC",11298,"DFW","TX",1200,1157,-3,0,0,-1,"1200-1259",1350,1344,-6,0,0,-1,"1300-1359",0,0,1048,5,0,0,0,0,0,2019,"KMYR","medium_airport","Myrtle Beach International Airport",25,"NA","US","US-SC","Myrtle Beach","KMYR","MYR","MYR","-78.9282989502, 33.6796989441","America/New_York","2019-06-30T16:00:00.000+0000",43,6,"MYR-DFW"],[4,10,30,2,"2018-10-30","DL",19790,"N908DA",10397,"ATL","GA",14122,"PIT","PA",1620,1617,-3,0,0,-1,"1600-1659",1756,1743,-13,0,0,-1,"1700-1759",0,0,526,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T20:20:00.000+0000",3,13,"ATL-PIT"],[2,5,24,5,"2019-05-24","B6",20409,"N247JB",14524,"RIC","VA",11697,"FLL","FL",1700,1659,-1,0,0,-1,"1700-1759",1923,1906,-17,0,0,-2,"1900-1959",0,0,805,4,0,0,0,0,0,2019,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2019-05-24T21:00:00.000+0000",41,17,"RIC-FLL"],[4,12,3,1,"2018-12-03","UA",19977,"N76523",12264,"IAD","VA",14771,"SFO","CA",1230,1223,-7,0,0,-1,"1200-1259",1527,1511,-16,0,0,-2,"1500-1559",0,0,2419,10,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-03T17:30:00.000+0000",7,16,"IAD-SFO"],[2,5,24,5,"2019-05-24","B6",20409,"N807JB",12478,"JFK","NY",12451,"JAX","FL",810,808,-2,0,0,-1,"0800-0859",1055,1044,-11,0,0,-1,"1000-1059",0,0,828,4,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-24T12:10:00.000+0000",2,11,"JFK-JAX"],[4,12,3,1,"2018-12-03","UA",19977,"N66808",11618,"EWR","NJ",13930,"ORD","IL",900,857,-3,0,0,-1,"0900-0959",1034,1035,1,1,0,0,"1000-1059",0,0,719,3,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-03T14:00:00.000+0000",43,-1,"EWR-ORD"],[2,6,7,5,"2019-06-07","NK",20416,"N657NK",12266,"IAH","TX",13204,"MCO","FL",1332,1328,-4,0,0,-1,"1300-1359",1657,1655,-2,0,0,-1,"1600-1659",0,0,854,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-07T18:32:00.000+0000",4,2,"IAH-MCO"],[4,12,3,1,"2018-12-03","UA",19977,"N36447",11292,"DEN","CO",12892,"LAX","CA",1115,1115,0,0,0,0,"1100-1159",1245,1232,-13,0,0,-1,"1200-1259",0,0,862,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-03T18:15:00.000+0000",0,13,"DEN-LAX"],[2,6,4,2,"2019-06-04","NK",20416,"N626NK",13930,"ORD","IL",13577,"MYR","SC",808,802,-6,0,0,-1,"0800-0859",1110,1109,-1,0,0,-1,"1100-1159",0,0,753,4,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-04T13:08:00.000+0000",6,1,"ORD-MYR"],[4,10,30,2,"2018-10-30","DL",19790,"N988DL",10397,"ATL","GA",10980,"CHA","TN",1629,1623,-6,0,0,-1,"1600-1659",1712,1704,-8,0,0,-1,"1700-1759",0,0,106,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T20:29:00.000+0000",6,8,"ATL-CHA"],[2,5,24,5,"2019-05-24","B6",20409,"N607JB",14027,"PBI","FL",12197,"HPN","NY",1501,1501,0,0,0,0,"1500-1559",1752,1744,-8,0,0,-1,"1700-1759",0,0,1056,5,0,0,0,0,0,2019,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2019-05-24T19:01:00.000+0000",0,8,"PBI-HPN"],[4,12,3,1,"2018-12-03","UA",19977,"N768UA",12173,"HNL","HI",11292,"DEN","CO",2120,2113,-7,0,0,-1,"2100-2159",652,635,-17,0,0,-2,"0600-0659",0,0,3365,11,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-04T07:20:00.000+0000",7,17,"HNL-DEN"],[2,6,8,6,"2019-06-08","NK",20416,"N664NK",11298,"DFW","TX",12892,"LAX","CA",1610,1609,-1,0,0,-1,"1600-1659",1726,1738,12,12,0,0,"1700-1759",0,0,1235,5,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-08T21:10:00.000+0000",1,-12,"DFW-LAX"],[4,10,30,2,"2018-10-30","DL",19790,"N975DL",11995,"GSO","NC",10397,"ATL","GA",1441,1437,-4,0,0,-1,"1400-1459",1558,1548,-10,0,0,-1,"1500-1559",0,0,306,2,0,0,0,0,0,2018,"KGSO","large_airport","Piedmont Triad International Airport",925,"NA","US","US-NC","Greensboro","KGSO","GSO","GSO","-79.93730163574219, 36.097801208496094","America/New_York","2018-10-30T18:41:00.000+0000",4,10,"GSO-ATL"],[2,5,25,6,"2019-05-25","B6",20409,"N979JT",11697,"FLL","FL",14771,"SFO","CA",823,815,-8,0,0,-1,"0800-0859",1136,1108,-28,0,0,-2,"1100-1159",0,0,2584,11,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-25T12:23:00.000+0000",8,28,"FLL-SFO"],[4,10,30,2,"2018-10-30","DL",19790,"N912DN",11433,"DTW","MI",10529,"BDL","CT",840,834,-6,0,0,-1,"0800-0859",1019,1018,-1,0,0,-1,"1000-1059",0,0,549,3,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-30T12:40:00.000+0000",6,1,"DTW-BDL"],[2,5,25,6,"2019-05-25","B6",20409,"N561JB",12478,"JFK","NY",10994,"CHS","SC",629,623,-6,0,0,-1,"0600-0659",836,815,-21,0,0,-2,"0800-0859",0,0,636,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-25T10:29:00.000+0000",6,21,"JFK-CHS"],[4,10,30,2,"2018-10-30","DL",19790,"N331NW",13303,"MIA","FL",12953,"LGA","NY",705,659,-6,0,0,-1,"0700-0759",1008,1010,2,2,0,0,"1000-1059",0,0,1096,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-30T11:05:00.000+0000",46,-2,"MIA-LGA"],[2,5,25,6,"2019-05-25","B6",20409,"N588JB",12954,"LGB","CA",14057,"PDX","OR",1826,1814,-12,0,0,-1,"1800-1859",2041,2042,1,1,0,0,"2000-2059",0,0,846,4,0,0,0,0,0,2019,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2019-05-26T01:26:00.000+0000",12,-1,"LGB-PDX"],[4,12,2,7,"2018-12-02","UA",19977,"N38479",13930,"ORD","IL",11292,"DEN","CO",1415,1414,-1,0,0,-1,"1400-1459",1556,1549,-7,0,0,-1,"1500-1559",0,0,888,4,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-02T20:15:00.000+0000",1,7,"ORD-DEN"],[2,5,25,6,"2019-05-25","B6",20409,"N192JB",11433,"DTW","MI",10721,"BOS","MA",545,536,-9,0,0,-1,"0001-0559",731,712,-19,0,0,-2,"0700-0759",0,0,632,3,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-25T09:45:00.000+0000",9,19,"DTW-BOS"],[4,10,30,2,"2018-10-30","DL",19790,"N909DA",10397,"ATL","GA",14683,"SAT","TX",1754,1745,-9,0,0,-1,"1700-1759",1918,1902,-16,0,0,-2,"1900-1959",0,0,874,4,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T21:54:00.000+0000",9,16,"ATL-SAT"],[2,5,25,6,"2019-05-25","B6",20409,"N537JT",14843,"SJU","PR",13204,"MCO","FL",1047,1044,-3,0,0,-1,"1000-1059",1355,1326,-29,0,0,-2,"1300-1359",0,0,1189,5,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-05-25T14:47:00.000+0000",3,29,"SJU-MCO"],[4,10,30,2,"2018-10-30","DL",19790,"N587NW",13487,"MSP","MN",14747,"SEA","WA",1815,1814,-1,0,0,-1,"1800-1859",2004,1955,-9,0,0,-1,"2000-2059",0,0,1399,6,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-30T23:15:00.000+0000",1,49,"MSP-SEA"],[2,5,25,6,"2019-05-25","B6",20409,"N247JB",12451,"JAX","FL",11697,"FLL","FL",1936,1924,-12,0,0,-1,"1900-1959",2055,2034,-21,0,0,-2,"2000-2059",0,0,319,2,0,0,0,0,0,2019,"KJAX","large_airport","Jacksonville International Airport",30,"NA","US","US-FL","Jacksonville","KJAX","JAX","JAX","-81.68789672851562, 30.49410057067871","America/New_York","2019-05-25T23:36:00.000+0000",12,21,"JAX-FLL"],[4,12,2,7,"2018-12-02","UA",19977,"N24212",13930,"ORD","IL",14831,"SJC","CA",1941,1941,0,0,0,0,"1900-1959",2221,2159,-22,0,0,-2,"2200-2259",0,0,1829,8,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-03T01:41:00.000+0000",0,62,"ORD-SJC"],[2,5,26,7,"2019-05-26","B6",20409,"N358JB",10721,"BOS","MA",11042,"CLE","OH",1706,1704,-2,0,0,-1,"1700-1759",1910,1907,-3,0,0,-1,"1900-1959",0,0,563,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-26T21:06:00.000+0000",2,3,"BOS-CLE"],[4,12,2,7,"2018-12-02","UA",19977,"N17245",14576,"ROC","NY",13930,"ORD","IL",800,758,-2,0,0,-1,"0800-0859",902,853,-9,0,0,-1,"0900-0959",0,0,528,3,0,0,0,0,0,2018,"KROC","large_airport","Greater Rochester International Airport",559,"NA","US","US-NY","Rochester","KROC","ROC","ROC","-77.67240142822266, 43.118900299072266","America/New_York","2018-12-02T13:00:00.000+0000",42,49,"ROC-ORD"],[2,5,26,7,"2019-05-26","B6",20409,"N307JB",10721,"BOS","MA",14122,"PIT","PA",1805,1803,-2,0,0,-1,"1800-1859",1956,1955,-1,0,0,-1,"1900-1959",0,0,496,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-26T22:05:00.000+0000",2,1,"BOS-PIT"],[4,10,6,6,"2018-10-06","F9",20436,"N329FR",11292,"DEN","CO",10643,"BKG","MO",1602,1556,-6,0,0,-1,"1600-1659",1856,1845,-11,0,0,-1,"1800-1859",0,0,665,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-06T22:02:00.000+0000",46,11,"DEN-BKG"],[2,5,27,1,"2019-05-27","B6",20409,"N775JB",11042,"CLE","OH",11697,"FLL","FL",700,650,-10,0,0,-1,"0700-0759",947,926,-21,0,0,-2,"0900-0959",0,0,1062,5,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-27T11:00:00.000+0000",50,21,"CLE-FLL"],[4,12,2,7,"2018-12-02","UA",19977,"N29717",10693,"BNA","TN",11618,"EWR","NJ",755,752,-3,0,0,-1,"0700-0759",1103,1047,-16,0,0,-2,"1100-1159",0,0,748,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-02T13:55:00.000+0000",3,56,"BNA-EWR"],[2,6,16,7,"2019-06-16","NK",20416,"N684NK",11433,"DTW","MI",11292,"DEN","CO",700,658,-2,0,0,-1,"0700-0759",759,749,-10,0,0,-1,"0700-0759",0,0,1123,5,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-16T11:00:00.000+0000",42,10,"DTW-DEN"],[4,12,2,7,"2018-12-02","UA",19977,"N14102",12892,"LAX","CA",12264,"IAD","VA",2235,2232,-3,0,0,-1,"2200-2259",612,550,-22,0,0,-2,"0600-0659",0,0,2288,10,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-03T06:35:00.000+0000",3,62,"LAX-IAD"],[2,5,27,1,"2019-05-27","B6",20409,"N236JB",10721,"BOS","MA",11278,"DCA","VA",1420,1403,-17,0,0,-2,"1400-1459",1559,1543,-16,0,0,-2,"1500-1559",0,0,399,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-27T18:20:00.000+0000",17,16,"BOS-DCA"],[4,10,9,2,"2018-10-09","F9",20436,"N233FR",13204,"MCO","FL",12339,"IND","IN",745,737,-8,0,0,-1,"0700-0759",1010,950,-20,0,0,-2,"1000-1059",0,0,829,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-09T11:45:00.000+0000",8,60,"MCO-IND"],[2,5,27,1,"2019-05-27","B6",20409,"N648JB",14843,"SJU","PR",11618,"EWR","NJ",1654,1643,-11,0,0,-1,"1600-1659",2057,2039,-18,0,0,-2,"2000-2059",0,0,1608,7,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-05-27T20:54:00.000+0000",11,18,"SJU-EWR"],[4,12,1,6,"2018-12-01","WN",19393,"N7864B",12191,"HOU","TX",11481,"ECP","FL",1450,1449,-1,0,0,-1,"1400-1459",1625,1612,-13,0,0,-1,"1600-1659",0,0,571,3,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-01T20:50:00.000+0000",1,13,"HOU-ECP"],[2,6,21,5,"2019-06-21","YV",20378,"N88359",12266,"IAH","TX",14683,"SAT","TX",735,734,-1,0,0,-1,"0700-0759",832,835,3,3,0,0,"0800-0859",0,0,191,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-21T12:35:00.000+0000",1,-3,"IAH-SAT"],[4,10,9,2,"2018-10-09","F9",20436,"N719FR",12889,"LAS","NV",11292,"DEN","CO",1205,1202,-3,0,0,-1,"1200-1259",1503,1455,-8,0,0,-1,"1500-1559",0,0,628,3,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-10-09T19:05:00.000+0000",3,48,"LAS-DEN"],[2,6,3,1,"2019-06-03","YV",20378,"N501MJ",12264,"IAD","VA",14307,"PVD","RI",1245,1244,-1,0,0,-1,"1200-1259",1409,1419,10,10,0,0,"1400-1459",0,0,371,2,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-03T16:45:00.000+0000",1,-10,"IAD-PVD"],[4,12,1,6,"2018-12-01","WN",19393,"N238WN",12191,"HOU","TX",15016,"STL","MO",2100,2059,-1,0,0,-1,"2100-2159",2250,2239,-11,0,0,-1,"2200-2259",0,0,687,3,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-02T03:00:00.000+0000",41,11,"HOU-STL"],[2,6,3,1,"2019-06-03","YV",20378,"N503MJ",12264,"IAD","VA",12953,"LGA","NY",1705,1705,0,0,0,0,"1700-1759",1843,1843,0,0,0,0,"1800-1859",0,0,229,1,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-03T21:05:00.000+0000",0,0,"IAD-LGA"],[4,12,1,6,"2018-12-01","WN",19393,"N7828A",12892,"LAX","CA",14107,"PHX","AZ",1330,1328,-2,0,0,-1,"1300-1359",1600,1534,-26,0,0,-2,"1600-1659",0,0,370,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T21:30:00.000+0000",2,66,"LAX-PHX"],[2,6,13,4,"2019-06-13","YV",20378,"N87302",12266,"IAH","TX",13487,"MSP","MN",1810,1807,-3,0,0,-1,"1800-1859",2059,2052,-7,0,0,-1,"2000-2059",0,0,1034,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T23:10:00.000+0000",3,7,"IAH-MSP"],[4,12,1,6,"2018-12-01","WN",19393,"N7715E",12892,"LAX","CA",14831,"SJC","CA",1050,1048,-2,0,0,-1,"1000-1059",1205,1204,-1,0,0,-1,"1200-1259",0,0,308,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T18:50:00.000+0000",2,1,"LAX-SJC"],[2,6,28,5,"2019-06-28","YV",20378,"N89342",11298,"DFW","TX",12266,"IAH","TX",535,535,0,0,0,0,"0001-0559",639,634,-5,0,0,-1,"0600-0659",0,0,224,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-28T10:35:00.000+0000",0,5,"DFW-IAH"],[4,12,1,6,"2018-12-01","WN",19393,"N7706A",12892,"LAX","CA",15376,"TUS","AZ",1155,1150,-5,0,0,-1,"1100-1159",1435,1400,-35,0,0,-2,"1400-1459",0,0,451,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T19:55:00.000+0000",5,35,"LAX-TUS"],[2,6,17,1,"2019-06-17","YV",20378,"N87345",12264,"IAD","VA",11298,"DFW","TX",845,845,0,0,0,0,"0800-0859",1100,1050,-10,0,0,-1,"1100-1159",0,0,1172,5,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-17T12:45:00.000+0000",0,50,"IAD-DFW"],[4,12,1,6,"2018-12-01","WN",19393,"N969WN",13204,"MCO","FL",10693,"BNA","TN",1150,1148,-2,0,0,-1,"1100-1159",1245,1242,-3,0,0,-1,"1200-1259",0,0,616,3,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-01T16:50:00.000+0000",2,3,"MCO-BNA"],[2,6,26,3,"2019-06-26","YV",20378,"N510MJ",12264,"IAD","VA",13198,"MCI","MO",900,854,-6,0,0,-1,"0900-0959",1038,1020,-18,0,0,-2,"1000-1059",0,0,926,4,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-26T13:00:00.000+0000",46,18,"IAD-MCI"],[4,10,11,4,"2018-10-11","F9",20436,"N718FR",14307,"PVD","RI",13577,"MYR","SC",1731,1724,-7,0,0,-1,"1700-1759",1930,1924,-6,0,0,-1,"1900-1959",0,0,690,3,0,0,0,0,0,2018,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2018-10-11T21:31:00.000+0000",7,6,"PVD-MYR"],[2,6,27,4,"2019-06-27","YV",20378,"N88327",12266,"IAH","TX",12206,"HRL","TX",1944,1943,-1,0,0,-1,"1900-1959",2052,2047,-5,0,0,-1,"2000-2059",0,0,295,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-28T00:44:00.000+0000",1,5,"IAH-HRL"],[4,10,13,6,"2018-10-13","F9",20436,"N338FR",11292,"DEN","CO",14831,"SJC","CA",842,831,-11,0,0,-1,"0800-0859",1023,955,-28,0,0,-2,"1000-1059",0,0,948,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-13T14:42:00.000+0000",11,68,"DEN-SJC"],[2,6,25,2,"2019-06-25","YV",20378,"N85358",12266,"IAH","TX",11540,"ELP","TX",745,742,-3,0,0,-1,"0700-0759",837,834,-3,0,0,-1,"0800-0859",0,0,667,3,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-25T12:45:00.000+0000",3,3,"IAH-ELP"],[4,12,1,6,"2018-12-01","WN",19393,"N762SW",14843,"SJU","PR",13232,"MDW","IL",1615,1612,-3,0,0,-1,"1600-1659",1925,1908,-17,0,0,-2,"1900-1959",0,0,2057,9,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-01T20:15:00.000+0000",3,17,"SJU-MDW"],[2,6,13,4,"2019-06-13","YV",20378,"N85358",12266,"IAH","TX",13871,"OMA","NE",1505,1458,-7,0,0,-1,"1500-1559",1715,1705,-10,0,0,-1,"1700-1759",0,0,781,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T20:05:00.000+0000",47,10,"IAH-OMA"],[4,12,1,6,"2018-12-01","WN",19393,"N718SW",14908,"SNA","CA",12889,"LAS","NV",810,808,-2,0,0,-1,"0800-0859",915,909,-6,0,0,-1,"0900-0959",0,0,226,1,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-01T16:10:00.000+0000",2,6,"SNA-LAS"],[2,6,17,1,"2019-06-17","YV",20378,"N518LR",12266,"IAH","TX",12451,"JAX","FL",1000,959,-1,0,0,-1,"1000-1059",1313,1304,-9,0,0,-1,"1300-1359",0,0,817,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-17T15:00:00.000+0000",41,9,"IAH-JAX"],[4,12,2,7,"2018-12-02","WN",19393,"N8631A",10693,"BNA","TN",14107,"PHX","AZ",830,824,-6,0,0,-1,"0800-0859",1130,1120,-10,0,0,-1,"1100-1159",0,0,1449,6,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-02T14:30:00.000+0000",6,10,"BNA-PHX"],[2,6,2,7,"2019-06-02","YV",20378,"N86350",13422,"MOB","AL",12266,"IAH","TX",700,654,-6,0,0,-1,"0700-0759",849,818,-31,0,0,-2,"0800-0859",0,0,427,2,0,0,0,0,0,2019,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2019-06-02T12:00:00.000+0000",46,31,"MOB-IAH"],[4,12,2,7,"2018-12-02","WN",19393,"N8556Z",11259,"DAL","TX",12191,"HOU","TX",1230,1226,-4,0,0,-1,"1200-1259",1335,1336,1,1,0,0,"1300-1359",0,0,239,1,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-02T18:30:00.000+0000",4,-1,"DAL-HOU"],[2,6,27,4,"2019-06-27","EV",20366,"N14158",13930,"ORD","IL",15016,"STL","MO",755,744,-11,0,0,-1,"0700-0759",915,913,-2,0,0,-1,"0900-0959",0,0,258,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-27T12:55:00.000+0000",11,2,"ORD-STL"],[4,12,2,7,"2018-12-02","WN",19393,"N929WN",11292,"DEN","CO",11986,"GRR","MI",1300,1300,0,0,0,0,"1300-1359",1720,1717,-3,0,0,-1,"1700-1759",0,0,1015,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-02T20:00:00.000+0000",0,3,"DEN-GRR"],[2,6,6,4,"2019-06-06","EV",20366,"N12564",11996,"GSP","SC",13930,"ORD","IL",800,757,-3,0,0,-1,"0800-0859",908,907,-1,0,0,-1,"0900-0959",0,0,577,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-06-06T12:00:00.000+0000",43,1,"GSP-ORD"],[4,12,2,7,"2018-12-02","WN",19393,"N796SW",12191,"HOU","TX",15370,"TUL","OK",810,804,-6,0,0,-1,"0800-0859",935,916,-19,0,0,-2,"0900-0959",0,0,453,2,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-02T14:10:00.000+0000",6,19,"HOU-TUL"],[2,6,12,3,"2019-06-12","EV",20366,"N17115",15412,"TYS","TN",12266,"IAH","TX",933,932,-1,0,0,-1,"0900-0959",1049,1054,5,5,0,0,"1000-1059",0,0,771,4,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-06-12T13:33:00.000+0000",1,-5,"TYS-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N8671D",12191,"HOU","TX",12339,"IND","IN",1105,1104,-1,0,0,-1,"1100-1159",1420,1411,-9,0,0,-1,"1400-1459",0,0,861,4,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-10-07T16:05:00.000+0000",1,9,"HOU-IND"],[2,6,3,1,"2019-06-03","EV",20366,"N14905",12951,"LFT","LA",12266,"IAH","TX",1751,1736,-15,0,0,-1,"1700-1759",1900,1853,-7,0,0,-1,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KLFT","large_airport","Lafayette Regional Airport",42,"NA","US","US-LA","Lafayette","KLFT","LFT","LFT","-91.98760223, 30.20529938","America/Chicago","2019-06-03T22:51:00.000+0000",15,47,"LFT-IAH"],[4,12,2,7,"2018-12-02","WN",19393,"N943WN",13296,"MHT","NH",10821,"BWI","MD",1630,1626,-4,0,0,-1,"1600-1659",1805,1759,-6,0,0,-1,"1800-1859",0,0,377,2,0,0,0,0,0,2018,"KMHT","large_airport","Manchester-Boston Regional Airport",266,"NA","US","US-NH","Manchester","KMHT","MHT","MHT","-71.435699, 42.932598","America/New_York","2018-12-02T21:30:00.000+0000",4,46,"MHT-BWI"],[2,5,11,6,"2019-05-11","NK",20416,"N647NK",13796,"OAK","CA",12889,"LAS","NV",1400,1359,-1,0,0,-1,"1400-1459",1526,1520,-6,0,0,-1,"1500-1559",0,0,407,2,0,0,0,0,0,2019,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2019-05-11T21:00:00.000+0000",41,6,"OAK-LAS"],[4,12,2,7,"2018-12-02","WN",19393,"N732SW",13891,"ONT","CA",14893,"SMF","CA",2130,2130,0,0,0,0,"2100-2159",2245,2247,2,2,0,0,"2200-2259",0,0,390,2,0,0,0,0,0,2018,"KONT","large_airport","Ontario International Airport",944,"NA","US","US-CA","Ontario","KONT","ONT","ONT","-117.60099792480469, 34.055999755859375","America/Los_Angeles","2018-12-03T05:30:00.000+0000",0,-2,"ONT-SMF"],[2,6,11,2,"2019-06-11","EV",20366,"N14148",15370,"TUL","OK",12266,"IAH","TX",1850,1840,-10,0,0,-1,"1800-1859",2027,2013,-14,0,0,-1,"2000-2059",0,0,429,2,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-06-11T23:50:00.000+0000",10,14,"TUL-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N761RR",13232,"MDW","IL",15016,"STL","MO",1025,1022,-3,0,0,-1,"1000-1059",1130,1128,-2,0,0,-1,"1100-1159",0,0,251,2,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-07T15:25:00.000+0000",3,2,"MDW-STL"],[2,5,14,2,"2019-05-14","NK",20416,"N901NK",14747,"SEA","WA",12266,"IAH","TX",59,58,-1,0,0,-1,"0001-0559",705,703,-2,0,0,-1,"0700-0759",0,0,1874,8,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-05-14T07:59:00.000+0000",1,2,"SEA-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N901WN",13495,"MSY","LA",11259,"DAL","TX",1000,959,-1,0,0,-1,"1000-1059",1125,1115,-10,0,0,-1,"1100-1159",0,0,436,2,0,0,0,0,0,2018,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2018-10-07T15:00:00.000+0000",41,10,"MSY-DAL"],[2,6,2,7,"2019-06-02","EV",20366,"N11548",11042,"CLE","OH",12953,"LGA","NY",1048,1039,-9,0,0,-1,"1000-1059",1229,1210,-19,0,0,-2,"1200-1259",0,0,419,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-02T14:48:00.000+0000",9,19,"CLE-LGA"],[4,10,7,7,"2018-10-07","WN",19393,"N8321D",13796,"OAK","CA",12191,"HOU","TX",1245,1239,-6,0,0,-1,"1200-1259",1830,1831,1,1,0,0,"1800-1859",0,0,1642,7,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-07T19:45:00.000+0000",6,-1,"OAK-HOU"],[2,6,9,7,"2019-06-09","EV",20366,"N13979",12206,"HRL","TX",12266,"IAH","TX",1210,1201,-9,0,0,-1,"1200-1259",1322,1311,-11,0,0,-1,"1300-1359",0,0,295,2,0,0,0,0,0,2019,"KHRL","medium_airport","Valley International Airport",36,"NA","US","US-TX","Harlingen","KHRL","HRL","HRL","-97.65440368652344, 26.228500366210938","America/Chicago","2019-06-09T17:10:00.000+0000",9,11,"HRL-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N280WN",13891,"ONT","CA",12889,"LAS","NV",725,723,-2,0,0,-1,"0700-0759",825,814,-11,0,0,-1,"0800-0859",0,0,197,1,0,0,0,0,0,2018,"KONT","large_airport","Ontario International Airport",944,"NA","US","US-CA","Ontario","KONT","ONT","ONT","-117.60099792480469, 34.055999755859375","America/Los_Angeles","2018-10-07T14:25:00.000+0000",2,11,"ONT-LAS"],[2,6,23,7,"2019-06-23","EV",20366,"N15912",13930,"ORD","IL",12278,"ICT","KS",1255,1248,-7,0,0,-1,"1200-1259",1458,1445,-13,0,0,-1,"1400-1459",0,0,588,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-23T17:55:00.000+0000",7,13,"ORD-ICT"],[4,12,2,7,"2018-12-02","WN",19393,"N211WN",14771,"SFO","CA",10800,"BUR","CA",910,902,-8,0,0,-1,"0900-0959",1025,1005,-20,0,0,-2,"1000-1059",0,0,326,2,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-02T17:10:00.000+0000",8,20,"SFO-BUR"],[2,6,27,4,"2019-06-27","EV",20366,"N19554",11278,"DCA","VA",11042,"CLE","OH",615,600,-15,0,0,-1,"0600-0659",740,716,-24,0,0,-2,"0700-0759",0,0,310,2,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-27T10:15:00.000+0000",15,24,"DCA-CLE"],[4,10,7,7,"2018-10-07","WN",19393,"N939WN",14122,"PIT","PA",10693,"BNA","TN",800,758,-2,0,0,-1,"0800-0859",835,819,-16,0,0,-2,"0800-0859",0,0,462,2,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-10-07T12:00:00.000+0000",42,16,"PIT-BNA"],[2,5,31,5,"2019-05-31","NK",20416,"N695NK",10821,"BWI","MD",13204,"MCO","FL",620,616,-4,0,0,-1,"0600-0659",840,830,-10,0,0,-1,"0800-0859",0,0,787,4,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-31T10:20:00.000+0000",4,10,"BWI-MCO"],[4,12,2,7,"2018-12-02","WN",19393,"N781WN",14831,"SJC","CA",14747,"SEA","WA",1225,1223,-2,0,0,-1,"1200-1259",1435,1432,-3,0,0,-1,"1400-1459",0,0,696,3,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-12-02T20:25:00.000+0000",2,3,"SJC-SEA"],[2,5,8,3,"2019-05-08","NK",20416,"N519NK",13198,"MCI","MO",13577,"MYR","SC",940,932,-8,0,0,-1,"0900-0959",1305,1252,-13,0,0,-1,"1300-1359",0,0,959,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-08T14:40:00.000+0000",8,53,"MCI-MYR"],[4,12,2,7,"2018-12-02","WN",19393,"N465WN",14843,"SJU","PR",11697,"FLL","FL",645,640,-5,0,0,-1,"0600-0659",835,824,-11,0,0,-1,"0800-0859",0,0,1046,5,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-02T10:45:00.000+0000",5,11,"SJU-FLL"],[2,5,5,7,"2019-05-05","NK",20416,"N607NK",10397,"ATL","GA",12892,"LAX","CA",1217,1214,-3,0,0,-1,"1200-1259",1406,1407,1,1,0,0,"1400-1459",0,0,1947,8,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-05T16:17:00.000+0000",3,-1,"ATL-LAX"],[4,10,7,7,"2018-10-07","WN",19393,"N953WN",14492,"RDU","NC",13198,"MCI","MO",1225,1222,-3,0,0,-1,"1200-1259",1400,1340,-20,0,0,-2,"1400-1459",0,0,904,4,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-07T16:25:00.000+0000",3,60,"RDU-MCI"],[2,5,8,3,"2019-05-08","NK",20416,"N603NK",11697,"FLL","FL",10397,"ATL","GA",930,927,-3,0,0,-1,"0900-0959",1127,1126,-1,0,0,-1,"1100-1159",0,0,581,3,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-08T13:30:00.000+0000",3,1,"FLL-ATL"],[4,10,7,7,"2018-10-07","WN",19393,"N428WN",14679,"SAN","CA",10821,"BWI","MD",1130,1120,-10,0,0,-1,"1100-1159",1925,1904,-21,0,0,-2,"1900-1959",0,0,2295,10,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-07T18:30:00.000+0000",10,21,"SAN-BWI"],[2,5,25,6,"2019-05-25","NK",20416,"N692NK",13204,"MCO","FL",11298,"DFW","TX",1010,1007,-3,0,0,-1,"1000-1059",1155,1138,-17,0,0,-2,"1100-1159",0,0,985,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-25T14:10:00.000+0000",3,17,"MCO-DFW"],[4,12,26,3,"2018-12-26","WN",19393,"N769SW",14683,"SAT","TX",14107,"PHX","AZ",615,612,-3,0,0,-1,"0600-0659",745,734,-11,0,0,-1,"0700-0759",0,0,843,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-12-26T12:15:00.000+0000",3,11,"SAT-PHX"],[2,5,7,2,"2019-05-07","NK",20416,"N902NK",13930,"ORD","IL",11697,"FLL","FL",515,511,-4,0,0,-1,"0001-0559",917,856,-21,0,0,-2,"0900-0959",0,0,1182,5,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-07T10:15:00.000+0000",4,61,"ORD-FLL"],[4,10,7,7,"2018-10-07","WN",19393,"N473WN",15016,"STL","MO",14771,"SFO","CA",1420,1419,-1,0,0,-1,"1400-1459",1645,1623,-22,0,0,-2,"1600-1659",0,0,1735,7,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-10-07T19:20:00.000+0000",1,22,"STL-SFO"],[2,6,7,5,"2019-06-07","EV",20366,"N16976",12266,"IAH","TX",13256,"MFE","TX",1215,1210,-5,0,0,-1,"1200-1259",1329,1348,19,19,1,1,"1300-1359",0,0,316,2,0,0,19,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-07T17:15:00.000+0000",5,-19,"IAH-MFE"],[4,12,26,3,"2018-12-26","WN",19393,"N8522P",14893,"SMF","CA",11292,"DEN","CO",825,818,-7,0,0,-1,"0800-0859",1140,1140,0,0,0,0,"1100-1159",0,0,909,4,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-12-26T16:25:00.000+0000",7,0,"SMF-DEN"],[2,5,22,3,"2019-05-22","NK",20416,"N636NK",10721,"BOS","MA",13204,"MCO","FL",1550,1545,-5,0,0,-1,"1500-1559",1905,1841,-24,0,0,-2,"1900-1959",0,0,1121,5,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-22T19:50:00.000+0000",5,64,"BOS-MCO"],[4,10,8,1,"2018-10-08","WN",19393,"N569WN",10821,"BWI","MD",13198,"MCI","MO",845,840,-5,0,0,-1,"0800-0859",1040,1032,-8,0,0,-1,"1000-1059",0,0,967,4,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-08T12:45:00.000+0000",5,8,"BWI-MCI"],[2,5,24,5,"2019-05-24","NK",20416,"N504NK",11066,"CMH","OH",11697,"FLL","FL",600,600,0,0,0,0,"0600-0659",837,815,-22,0,0,-2,"0800-0859",0,0,973,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-24T10:00:00.000+0000",0,22,"CMH-FLL"],[4,10,8,1,"2018-10-08","WN",19393,"N916WN",11042,"CLE","OH",10821,"BWI","MD",605,600,-5,0,0,-1,"0600-0659",720,720,0,0,0,0,"0700-0759",0,0,314,2,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-10-08T10:05:00.000+0000",5,0,"CLE-BWI"],[2,5,24,5,"2019-05-24","NK",20416,"N502NK",14100,"PHL","PA",13495,"MSY","LA",1436,1425,-11,0,0,-1,"1400-1459",1700,1632,-28,0,0,-2,"1700-1759",0,0,1089,5,0,0,0,0,0,2019,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2019-05-24T18:36:00.000+0000",11,68,"PHL-MSY"],[4,10,8,1,"2018-10-08","WN",19393,"N8629A",11292,"DEN","CO",13204,"MCO","FL",935,934,-1,0,0,-1,"0900-0959",1500,1534,34,34,1,2,"1500-1559",0,0,1546,7,0,0,34,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-08T15:35:00.000+0000",1,-34,"DEN-MCO"],[2,5,15,3,"2019-05-15","NK",20416,"N617NK",10397,"ATL","GA",13487,"MSP","MN",1104,1101,-3,0,0,-1,"1100-1159",1249,1252,3,3,0,0,"1200-1259",0,0,907,4,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-15T15:04:00.000+0000",3,-3,"ATL-MSP"],[4,12,27,4,"2018-12-27","WN",19393,"N718SW",11066,"CMH","OH",14635,"RSW","FL",520,520,0,0,0,0,"0001-0559",755,747,-8,0,0,-1,"0700-0759",0,0,930,4,0,0,0,0,0,2018,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2018-12-27T10:20:00.000+0000",0,8,"CMH-RSW"],[2,5,24,5,"2019-05-24","NK",20416,"N646NK",11697,"FLL","FL",13930,"ORD","IL",2210,2202,-8,0,0,-1,"2200-2259",27,2355,-32,0,0,-2,"0001-0559",0,0,1182,5,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-25T02:10:00.000+0000",8,-2328,"FLL-ORD"],[4,10,8,1,"2018-10-08","WN",19393,"N932WN",11697,"FLL","FL",13495,"MSY","LA",925,919,-6,0,0,-1,"0900-0959",1020,1004,-16,0,0,-2,"1000-1059",0,0,674,3,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-10-08T13:25:00.000+0000",6,16,"FLL-MSY"],[2,6,5,3,"2019-06-05","F9",20436,"N201FR",10792,"BUF","NY",14492,"RDU","NC",1131,1116,-15,0,0,-1,"1100-1159",1311,1248,-23,0,0,-2,"1300-1359",0,0,487,2,0,0,0,0,0,2019,"KBUF","large_airport","Buffalo Niagara International Airport",728,"NA","US","US-NY","Buffalo","KBUF","BUF","BUF","-78.73220062, 42.94049835","America/New_York","2019-06-05T15:31:00.000+0000",15,63,"BUF-RDU"],[4,10,8,1,"2018-10-08","WN",19393,"N287WN",13232,"MDW","IL",13487,"MSP","MN",700,658,-2,0,0,-1,"0700-0759",830,828,-2,0,0,-1,"0800-0859",0,0,349,2,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-08T12:00:00.000+0000",42,2,"MDW-MSP"],[2,6,5,3,"2019-06-05","F9",20436,"N342FR",10397,"ATL","GA",11109,"COS","CO",1540,1528,-12,0,0,-1,"1500-1559",1700,1631,-29,0,0,-2,"1700-1759",0,0,1184,5,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T19:40:00.000+0000",12,69,"ATL-COS"],[4,10,8,1,"2018-10-08","WN",19393,"N419WN",13232,"MDW","IL",14492,"RDU","NC",830,828,-2,0,0,-1,"0800-0859",1120,1122,2,2,0,0,"1100-1159",0,0,632,3,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-08T13:30:00.000+0000",2,-2,"MDW-RDU"],[2,6,5,3,"2019-06-05","F9",20436,"N350FR",14771,"SFO","CA",11292,"DEN","CO",55,49,-6,0,0,-1,"0001-0559",433,408,-25,0,0,-2,"0001-0559",0,0,967,4,0,0,0,0,0,2019,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2019-06-05T07:55:00.000+0000",6,25,"SFO-DEN"],[4,12,27,4,"2018-12-27","WN",19393,"N8548P",13198,"MCI","MO",11259,"DAL","TX",1005,1002,-3,0,0,-1,"1000-1059",1135,1140,5,5,0,0,"1100-1159",0,0,461,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-27T16:05:00.000+0000",3,-5,"MCI-DAL"],[2,6,6,4,"2019-06-06","F9",20436,"N723FR",11042,"CLE","OH",12889,"LAS","NV",2120,2117,-3,0,0,-1,"2100-2159",2252,2229,-23,0,0,-2,"2200-2259",0,0,1824,8,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-07T01:20:00.000+0000",3,23,"CLE-LAS"],[4,10,8,1,"2018-10-08","WN",19393,"N714CB",13342,"MKE","WI",11042,"CLE","OH",1630,1630,0,0,0,0,"1600-1659",1840,1840,0,0,0,0,"1800-1859",0,0,328,2,0,0,0,0,0,2018,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2018-10-08T21:30:00.000+0000",0,0,"MKE-CLE"],[2,5,24,5,"2019-05-24","NK",20416,"N673NK",11433,"DTW","MI",12889,"LAS","NV",1108,1107,-1,0,0,-1,"1100-1159",1225,1230,5,5,0,0,"1200-1259",0,0,1749,7,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-24T15:08:00.000+0000",1,-5,"DTW-LAS"],[4,10,8,1,"2018-10-08","WN",19393,"N490WN",13931,"ORF","VA",10821,"BWI","MD",1230,1225,-5,0,0,-1,"1200-1259",1325,1314,-11,0,0,-1,"1300-1359",0,0,159,1,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-10-08T16:30:00.000+0000",5,11,"ORF-BWI"],[2,5,2,4,"2019-05-02","NK",20416,"N680NK",11697,"FLL","FL",11433,"DTW","MI",710,704,-6,0,0,-1,"0700-0759",1008,957,-11,0,0,-1,"1000-1059",0,0,1127,5,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-02T11:10:00.000+0000",6,51,"FLL-DTW"],[4,10,8,1,"2018-10-08","WN",19393,"N556WN",14107,"PHX","AZ",15370,"TUL","OK",1035,1031,-4,0,0,-1,"1000-1059",1505,1457,-8,0,0,-1,"1500-1559",0,0,935,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-08T17:35:00.000+0000",4,48,"PHX-TUL"],[2,5,10,5,"2019-05-10","NK",20416,"N651NK",13495,"MSY","LA",12266,"IAH","TX",845,841,-4,0,0,-1,"0800-0859",1007,1030,23,23,1,1,"1000-1059",0,0,305,2,0,0,23,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-10T13:45:00.000+0000",4,-23,"MSY-IAH"],[4,10,8,1,"2018-10-08","WN",19393,"N776WN",14679,"SAN","CA",13796,"OAK","CA",1010,1007,-3,0,0,-1,"1000-1059",1140,1133,-7,0,0,-1,"1100-1159",0,0,446,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-08T17:10:00.000+0000",3,7,"SAN-OAK"],[2,6,7,5,"2019-06-07","F9",20436,"N719FR",14100,"PHL","PA",13204,"MCO","FL",1401,1358,-3,0,0,-1,"1400-1459",1640,1623,-17,0,0,-2,"1600-1659",0,0,861,4,0,0,0,0,0,2019,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2019-06-07T18:01:00.000+0000",43,17,"PHL-MCO"],[4,12,27,4,"2018-12-27","WN",19393,"N723SW",14193,"PNS","FL",10693,"BNA","TN",755,754,-1,0,0,-1,"0700-0759",915,904,-11,0,0,-1,"0900-0959",0,0,391,2,0,0,0,0,0,2018,"KPNS","medium_airport","Pensacola International Airport",121,"NA","US","US-FL","Pensacola","KPNS","PNS","PNS","-87.1866, 30.4734","America/Chicago","2018-12-27T13:55:00.000+0000",1,11,"PNS-BNA"],[2,5,22,3,"2019-05-22","NK",20416,"N694NK",12339,"IND","IN",12889,"LAS","NV",2047,2045,-2,0,0,-1,"2000-2059",2150,2149,-1,0,0,-1,"2100-2159",0,0,1590,7,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-23T00:47:00.000+0000",2,1,"IND-LAS"],[4,12,27,4,"2018-12-27","WN",19393,"N8553W",14492,"RDU","NC",12191,"HOU","TX",1415,1415,0,0,0,0,"1400-1459",1620,1634,14,14,0,0,"1600-1659",0,0,1050,5,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-12-27T19:15:00.000+0000",0,-14,"RDU-HOU"],[2,5,14,2,"2019-05-14","NK",20416,"N601NK",12889,"LAS","NV",14057,"PDX","OR",2240,2234,-6,0,0,-1,"2200-2259",55,40,-15,0,0,-1,"0001-0559",0,0,763,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-15T05:40:00.000+0000",6,15,"LAS-PDX"],[4,10,8,1,"2018-10-08","WN",19393,"N8316H",15304,"TPA","FL",11697,"FLL","FL",1920,1920,0,0,0,0,"1900-1959",2025,2024,-1,0,0,-1,"2000-2059",0,0,197,1,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-08T23:20:00.000+0000",0,1,"TPA-FLL"],[2,5,7,2,"2019-05-07","NK",20416,"N639NK",10397,"ATL","GA",10821,"BWI","MD",700,656,-4,0,0,-1,"0700-0759",849,842,-7,0,0,-1,"0800-0859",0,0,577,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-07T11:00:00.000+0000",44,7,"ATL-BWI"],[4,12,24,1,"2018-12-24","WN",19393,"N8549Z",13204,"MCO","FL",13198,"MCI","MO",1715,1710,-5,0,0,-1,"1700-1759",1915,1858,-17,0,0,-2,"1900-1959",0,0,1072,5,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-24T22:15:00.000+0000",5,57,"MCO-MCI"],[2,5,10,5,"2019-05-10","NK",20416,"N901NK",11292,"DEN","CO",12889,"LAS","NV",1140,1137,-3,0,0,-1,"1100-1159",1236,1219,-17,0,0,-2,"1200-1259",0,0,628,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-10T17:40:00.000+0000",3,17,"DEN-LAS"],[4,10,11,4,"2018-10-11","WN",19393,"N567WN",12892,"LAX","CA",10423,"AUS","TX",850,850,0,0,0,0,"0800-0859",1400,1327,-33,0,0,-2,"1400-1459",0,0,1242,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-11T15:50:00.000+0000",0,73,"LAX-AUS"],[2,5,2,4,"2019-05-02","NK",20416,"N908NK",11433,"DTW","MI",10397,"ATL","GA",1849,1845,-4,0,0,-1,"1800-1859",2054,2038,-16,0,0,-2,"2000-2059",0,0,594,3,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-02T22:49:00.000+0000",4,16,"DTW-ATL"],[4,10,11,4,"2018-10-11","WN",19393,"N926WN",13198,"MCI","MO",11259,"DAL","TX",810,808,-2,0,0,-1,"0800-0859",940,937,-3,0,0,-1,"0900-0959",0,0,461,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-11T13:10:00.000+0000",2,3,"MCI-DAL"],[2,5,18,6,"2019-05-18","NK",20416,"N684NK",13930,"ORD","IL",12266,"IAH","TX",942,940,-2,0,0,-1,"0900-0959",1231,1212,-19,0,0,-2,"1200-1259",0,0,925,4,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-18T14:42:00.000+0000",2,19,"ORD-IAH"],[4,12,24,1,"2018-12-24","WN",19393,"N7721E",14679,"SAN","CA",12889,"LAS","NV",1455,1453,-2,0,0,-1,"1400-1459",1605,1601,-4,0,0,-1,"1600-1659",0,0,258,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-24T22:55:00.000+0000",2,4,"SAN-LAS"],[2,6,10,1,"2019-06-10","F9",20436,"N351FR",13487,"MSP","MN",11042,"CLE","OH",1112,1106,-6,0,0,-1,"1100-1159",1407,1354,-13,0,0,-1,"1400-1459",0,0,622,3,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-10T16:12:00.000+0000",6,53,"MSP-CLE"],[4,12,24,1,"2018-12-24","WN",19393,"N954WN",14831,"SJC","CA",14679,"SAN","CA",1845,1838,-7,0,0,-1,"1800-1859",2005,1957,-8,0,0,-1,"2000-2059",0,0,417,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-12-25T02:45:00.000+0000",7,48,"SJC-SAN"],[2,5,8,3,"2019-05-08","NK",20416,"N601NK",11697,"FLL","FL",15304,"TPA","FL",2255,2251,-4,0,0,-1,"2200-2259",2355,2345,-10,0,0,-1,"2300-2359",0,0,197,1,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-09T02:55:00.000+0000",4,10,"FLL-TPA"],[4,12,24,1,"2018-12-24","WN",19393,"N457WN",14893,"SMF","CA",10821,"BWI","MD",730,727,-3,0,0,-1,"0700-0759",1520,1502,-18,0,0,-2,"1500-1559",0,0,2395,10,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-12-24T15:30:00.000+0000",3,18,"SMF-BWI"],[2,5,24,5,"2019-05-24","WN",19393,"N8317M",12173,"HNL","HI",13830,"OGG","HI",1525,1523,-2,0,0,-1,"1500-1559",1615,1608,-7,0,0,-1,"1600-1659",0,0,100,1,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-05-25T01:25:00.000+0000",2,7,"HNL-OGG"],[4,12,24,1,"2018-12-24","WN",19393,"N933WN",15016,"STL","MO",12191,"HOU","TX",1340,1339,-1,0,0,-1,"1300-1359",1545,1537,-8,0,0,-1,"1500-1559",0,0,687,3,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-12-24T19:40:00.000+0000",1,8,"STL-HOU"],[2,5,24,5,"2019-05-24","WN",19393,"N729SW",12889,"LAS","NV",14570,"RNO","NV",905,905,0,0,0,0,"0900-0959",1030,1020,-10,0,0,-1,"1000-1059",0,0,345,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-24T16:05:00.000+0000",0,10,"LAS-RNO"],[4,10,11,4,"2018-10-11","WN",19393,"N569WN",13796,"OAK","CA",14747,"SEA","WA",1610,1606,-4,0,0,-1,"1600-1659",1810,1804,-6,0,0,-1,"1800-1859",0,0,672,3,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-11T23:10:00.000+0000",4,6,"OAK-SEA"],[2,6,23,7,"2019-06-23","OO",20304,"N809SK",12266,"IAH","TX",14869,"SLC","UT",645,641,-4,0,0,-1,"0600-0659",852,846,-6,0,0,-1,"0800-0859",0,0,1195,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-23T11:45:00.000+0000",4,6,"IAH-SLC"],[4,12,24,1,"2018-12-24","WN",19393,"N432WN",15376,"TUS","AZ",14679,"SAN","CA",945,939,-6,0,0,-1,"0900-0959",1005,950,-15,0,0,-1,"1000-1059",0,0,368,2,0,0,0,0,0,2018,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2018-12-24T16:45:00.000+0000",6,55,"TUS-SAN"],[2,5,24,5,"2019-05-24","WN",19393,"N439WN",13232,"MDW","IL",12191,"HOU","TX",1115,1112,-3,0,0,-1,"1100-1159",1355,1338,-17,0,0,-2,"1300-1359",0,0,937,4,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-24T16:15:00.000+0000",3,17,"MDW-HOU"],[4,12,25,2,"2018-12-25","WN",19393,"N8302F",10821,"BWI","MD",14122,"PIT","PA",1905,1902,-3,0,0,-1,"1900-1959",2005,1954,-11,0,0,-1,"2000-2059",0,0,210,1,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-12-26T00:05:00.000+0000",3,51,"BWI-PIT"],[2,6,23,7,"2019-06-23","OO",20304,"N133SY",11292,"DEN","CO",15376,"TUS","AZ",944,940,-4,0,0,-1,"0900-0959",1045,1059,14,14,0,0,"1000-1059",0,0,639,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-23T15:44:00.000+0000",4,-14,"DEN-TUS"],[4,10,1,1,"2018-10-01","YX",20452,"N863RW",14986,"SRQ","FL",11618,"EWR","NJ",1145,1135,-10,0,0,-1,"1100-1159",1413,1436,23,23,1,1,"1400-1459",0,0,1034,5,0,0,23,0,0,2018,"KSRQ","large_airport","Sarasota Bradenton International Airport",30,"NA","US","US-FL","Sarasota/Bradenton","KSRQ","SRQ","SRQ","-82.55439758300781, 27.39539909362793","America/New_York","2018-10-01T15:45:00.000+0000",10,-23,"SRQ-EWR"],[2,5,24,5,"2019-05-24","WN",19393,"N791SW",13495,"MSY","LA",10693,"BNA","TN",1305,1303,-2,0,0,-1,"1300-1359",1435,1424,-11,0,0,-1,"1400-1459",0,0,471,2,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-24T18:05:00.000+0000",2,11,"MSY-BNA"],[4,12,25,2,"2018-12-25","WN",19393,"N7885A",11259,"DAL","TX",10821,"BWI","MD",1725,1725,0,0,0,0,"1700-1759",2110,2055,-15,0,0,-1,"2100-2159",0,0,1209,5,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-25T23:25:00.000+0000",0,55,"DAL-BWI"],[2,6,23,7,"2019-06-23","OO",20304,"N701BR",14570,"RNO","NV",14771,"SFO","CA",1230,1216,-14,0,0,-1,"1200-1259",1348,1331,-17,0,0,-2,"1300-1359",0,0,192,1,0,0,0,0,0,2019,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2019-06-23T19:30:00.000+0000",14,17,"RNO-SFO"],[4,10,2,2,"2018-10-02","YX",20452,"N644RW",14730,"SDF","KY",12266,"IAH","TX",735,731,-4,0,0,-1,"0700-0759",851,848,-3,0,0,-1,"0800-0859",0,0,788,4,0,0,0,0,0,2018,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2018-10-02T11:35:00.000+0000",4,3,"SDF-IAH"],[2,5,24,5,"2019-05-24","WN",19393,"N926WN",13796,"OAK","CA",13891,"ONT","CA",610,609,-1,0,0,-1,"0600-0659",730,729,-1,0,0,-1,"0700-0759",0,0,362,2,0,0,0,0,0,2019,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2019-05-24T13:10:00.000+0000",1,1,"OAK-ONT"],[4,10,2,2,"2018-10-02","YX",20452,"N743YX",11618,"EWR","NJ",14492,"RDU","NC",1700,1651,-9,0,0,-1,"1700-1759",1842,1834,-8,0,0,-1,"1800-1859",0,0,416,2,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-02T21:00:00.000+0000",49,8,"EWR-RDU"],[2,6,10,1,"2019-06-10","OO",20304,"N920EV",10779,"BTM","MT",14869,"SLC","UT",1300,1244,-16,0,0,-2,"1300-1359",1426,1401,-25,0,0,-2,"1400-1459",0,0,358,2,0,0,0,0,0,2019,"KBTM","medium_airport","Bert Mooney Airport",5550,"NA","US","US-MT","Butte","KBTM","BTM","BTM","-112.49700164794922, 45.95479965209961","America/Denver","2019-06-10T19:00:00.000+0000",56,25,"BTM-SLC"],[4,12,25,2,"2018-12-25","WN",19393,"N8613K",11292,"DEN","CO",13851,"OKC","OK",1945,1943,-2,0,0,-1,"1900-1959",2215,2201,-14,0,0,-1,"2200-2259",0,0,495,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-26T02:45:00.000+0000",2,14,"DEN-OKC"],[2,5,24,5,"2019-05-24","WN",19393,"N282WN",13931,"ORF","VA",10821,"BWI","MD",2045,2036,-9,0,0,-1,"2000-2059",2150,2125,-25,0,0,-2,"2100-2159",0,0,159,1,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-25T00:45:00.000+0000",9,25,"ORF-BWI"],[4,10,3,3,"2018-10-03","YX",20452,"N740YX",14122,"PIT","PA",12266,"IAH","TX",625,618,-7,0,0,-1,"0600-0659",821,758,-23,0,0,-2,"0800-0859",0,0,1117,5,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-10-03T10:25:00.000+0000",7,63,"PIT-IAH"],[2,6,10,1,"2019-06-10","OO",20304,"N449SW",14869,"SLC","UT",11921,"GJT","CO",1700,1656,-4,0,0,-1,"1700-1759",1812,1757,-15,0,0,-1,"1800-1859",0,0,216,1,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-06-10T23:00:00.000+0000",44,55,"SLC-GJT"],[4,10,3,3,"2018-10-03","YX",20452,"N636RW",11618,"EWR","NJ",13487,"MSP","MN",2110,2100,-10,0,0,-1,"2100-2159",2321,2258,-23,0,0,-2,"2300-2359",0,0,1008,5,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-04T01:10:00.000+0000",10,63,"EWR-MSP"],[2,5,31,5,"2019-05-31","WN",19393,"N761RR",10800,"BUR","CA",14057,"PDX","OR",1100,1100,0,0,0,0,"1100-1159",1320,1304,-16,0,0,-2,"1300-1359",0,0,817,4,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-05-31T18:00:00.000+0000",0,16,"BUR-PDX"],[4,10,4,4,"2018-10-04","YX",20452,"N861RW",11066,"CMH","OH",13930,"ORD","IL",625,618,-7,0,0,-1,"0600-0659",655,655,0,0,0,0,"0600-0659",0,0,296,2,0,0,0,0,0,2018,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2018-10-04T10:25:00.000+0000",7,0,"CMH-ORD"],[2,6,11,2,"2019-06-11","OO",20304,"N296SY",14747,"SEA","WA",12819,"KTN","AK",1120,1119,-1,0,0,-1,"1100-1159",1251,1212,-39,0,0,-2,"1200-1259",0,0,680,3,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-11T18:20:00.000+0000",1,39,"SEA-KTN"],[4,10,4,4,"2018-10-04","YX",20452,"N865RW",13930,"ORD","IL",10397,"ATL","GA",1400,1354,-6,0,0,-1,"1400-1459",1709,1649,-20,0,0,-2,"1700-1759",0,0,606,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T19:00:00.000+0000",46,60,"ORD-ATL"],[2,5,31,5,"2019-05-31","WN",19393,"N566WN",11140,"CRP","TX",12191,"HOU","TX",1525,1517,-8,0,0,-1,"1500-1559",1625,1601,-24,0,0,-2,"1600-1659",0,0,187,1,0,0,0,0,0,2019,"KCRP","large_airport","Corpus Christi International Airport",44,"NA","US","US-TX","Corpus Christi","KCRP","CRP","CRP","-97.5011978149414, 27.77039909362793","America/Chicago","2019-05-31T20:25:00.000+0000",8,24,"CRP-HOU"],[4,12,25,2,"2018-12-25","WN",19393,"N415WN",12889,"LAS","NV",13796,"OAK","CA",1825,1825,0,0,0,0,"1800-1859",1955,1942,-13,0,0,-1,"1900-1959",0,0,407,2,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-26T02:25:00.000+0000",0,13,"LAS-OAK"],[2,6,11,2,"2019-06-11","OO",20304,"N265SY",13487,"MSP","MN",13871,"OMA","NE",1354,1353,-1,0,0,-1,"1300-1359",1513,1506,-7,0,0,-1,"1500-1559",0,0,282,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-11T18:54:00.000+0000",1,7,"MSP-OMA"],[4,10,4,4,"2018-10-04","YX",20452,"N655RW",12266,"IAH","TX",14193,"PNS","FL",935,928,-7,0,0,-1,"0900-0959",1115,1056,-19,0,0,-2,"1100-1159",0,0,489,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-04T14:35:00.000+0000",7,59,"IAH-PNS"],[2,5,31,5,"2019-05-31","WN",19393,"N453WN",11697,"FLL","FL",13204,"MCO","FL",1150,1148,-2,0,0,-1,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,177,1,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-31T15:50:00.000+0000",2,7,"FLL-MCO"],[4,10,4,4,"2018-10-04","YX",20452,"N647RW",13930,"ORD","IL",11193,"CVG","KY",2110,2106,-4,0,0,-1,"2100-2159",2334,2320,-14,0,0,-1,"2300-2359",0,0,264,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-05T02:10:00.000+0000",4,14,"ORD-CVG"],[2,6,11,2,"2019-06-11","OO",20304,"N133SY",14004,"PAE","WA",11292,"DEN","CO",1555,1545,-10,0,0,-1,"1500-1559",1940,1917,-23,0,0,-2,"1900-1959",0,0,1036,5,0,0,0,0,0,2019,"KPAE","medium_airport","Snohomish County (Paine Field) Airport",606,"NA","US","US-WA","Everett","KPAE","PAE","PAE","-122.2819977, 47.90629959","America/Los_Angeles","2019-06-11T22:55:00.000+0000",10,23,"PAE-DEN"],[4,12,25,2,"2018-12-25","WN",19393,"N457WN",12892,"LAX","CA",14107,"PHX","AZ",1600,1558,-2,0,0,-1,"1600-1659",1820,1816,-4,0,0,-1,"1800-1859",0,0,370,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-26T00:00:00.000+0000",42,4,"LAX-PHX"],[2,5,31,5,"2019-05-31","WN",19393,"N8514F",13204,"MCO","FL",11292,"DEN","CO",1010,1009,-1,0,0,-1,"1000-1059",1210,1159,-11,0,0,-1,"1200-1259",0,0,1546,7,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-31T14:10:00.000+0000",1,51,"MCO-DEN"],[4,10,5,5,"2018-10-05","YX",20452,"N723YX",11433,"DTW","MI",11618,"EWR","NJ",1005,953,-12,0,0,-1,"1000-1059",1149,1125,-24,0,0,-2,"1100-1159",0,0,488,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-05T14:05:00.000+0000",52,24,"DTW-EWR"],[2,5,31,5,"2019-05-31","WN",19393,"N937WN",13204,"MCO","FL",12191,"HOU","TX",2130,2127,-3,0,0,-1,"2100-2159",2250,2251,1,1,0,0,"2200-2259",0,0,849,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-01T01:30:00.000+0000",3,-1,"MCO-HOU"],[4,12,25,2,"2018-12-25","WN",19393,"N7731A",13296,"MHT","NH",10821,"BWI","MD",1635,1633,-2,0,0,-1,"1600-1659",1810,1753,-17,0,0,-2,"1800-1859",0,0,377,2,0,0,0,0,0,2018,"KMHT","large_airport","Manchester-Boston Regional Airport",266,"NA","US","US-NH","Manchester","KMHT","MHT","MHT","-71.435699, 42.932598","America/New_York","2018-12-25T21:35:00.000+0000",2,57,"MHT-BWI"],[2,6,11,2,"2019-06-11","OO",20304,"N117SY",13485,"MSN","WI",14771,"SFO","CA",1553,1546,-7,0,0,-1,"1500-1559",1835,1801,-34,0,0,-2,"1800-1859",0,0,1772,8,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-06-11T20:53:00.000+0000",7,34,"MSN-SFO"],[4,10,19,5,"2018-10-19","EV",20366,"N713EV",13367,"MLI","IL",10397,"ATL","GA",1128,1127,-1,0,0,-1,"1100-1159",1419,1416,-3,0,0,-1,"1400-1459",0,0,633,3,0,0,0,0,0,2018,"KMLI","large_airport","Quad City International Airport",590,"NA","US","US-IL","Moline","KMLI","MLI","MLI","-90.50749969482422, 41.44850158691406","America/Chicago","2018-10-19T16:28:00.000+0000",1,3,"MLI-ATL"],[2,5,31,5,"2019-05-31","WN",19393,"N720WN",13232,"MDW","IL",10800,"BUR","CA",825,825,0,0,0,0,"0800-0859",1045,1035,-10,0,0,-1,"1000-1059",0,0,1740,7,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-31T13:25:00.000+0000",0,10,"MDW-BUR"],[4,10,30,2,"2018-10-30","EV",20366,"N708EV",11003,"CID","IA",10397,"ATL","GA",1705,1701,-4,0,0,-1,"1700-1759",2005,1959,-6,0,0,-1,"2000-2059",0,0,694,3,0,0,0,0,0,2018,"KCID","large_airport","The Eastern Iowa Airport",869,"NA","US","US-IA","Cedar Rapids","KCID","CID","CID","-91.71080017089844, 41.884700775146484","America/Chicago","2018-10-30T22:05:00.000+0000",4,46,"CID-ATL"],[2,6,11,2,"2019-06-11","OO",20304,"N498CA",14150,"PLN","MI",10333,"APN","MI",2213,2200,-13,0,0,-1,"2200-2259",2255,2239,-16,0,0,-2,"2200-2259",0,0,69,1,0,0,0,0,0,2019,"KPLN","medium_airport","Pellston Regional Airport of Emmet County Airport",721,"NA","US","US-MI","Pellston","KPLN","PLN","PLN","-84.79669952, 45.57089996","America/Detroit","2019-06-12T02:13:00.000+0000",13,16,"PLN-APN"],[4,12,23,7,"2018-12-23","9E",20363,"N8886A",12953,"LGA","NY",11995,"GSO","NC",1820,1814,-6,0,0,-1,"1800-1859",2018,2012,-6,0,0,-1,"2000-2059",0,0,461,2,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-23T23:20:00.000+0000",6,6,"LGA-GSO"],[2,6,12,3,"2019-06-12","OO",20304,"N727SK",12892,"LAX","CA",12441,"JAC","WY",1817,1810,-7,0,0,-1,"1800-1859",2128,2112,-16,0,0,-2,"2100-2159",0,0,784,4,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-06-13T01:17:00.000+0000",7,16,"LAX-JAC"],[4,12,4,2,"2018-12-04","9E",20363,"N297PQ",13485,"MSN","WI",11433,"DTW","MI",907,903,-4,0,0,-1,"0900-0959",1132,1117,-15,0,0,-1,"1100-1159",0,0,311,2,0,0,0,0,0,2018,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2018-12-04T15:07:00.000+0000",4,15,"MSN-DTW"],[2,6,12,3,"2019-06-12","OO",20304,"N771SK",14730,"SDF","KY",13930,"ORD","IL",1933,1931,-2,0,0,-1,"1900-1959",2006,2034,28,28,1,1,"2000-2059",0,0,286,2,0,0,28,0,0,2019,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2019-06-12T23:33:00.000+0000",2,-28,"SDF-ORD"],[4,10,3,3,"2018-10-03","EV",20366,"N707EV",10397,"ATL","GA",12945,"LEX","KY",1014,1009,-5,0,0,-1,"1000-1059",1128,1116,-12,0,0,-1,"1100-1159",0,0,304,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-03T14:14:00.000+0000",5,12,"ATL-LEX"],[2,6,12,3,"2019-06-12","OO",20304,"N185SY",14570,"RNO","NV",14057,"PDX","OR",1955,1945,-10,0,0,-1,"1900-1959",2125,2120,-5,0,0,-1,"2100-2159",0,0,444,2,0,0,0,0,0,2019,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2019-06-13T02:55:00.000+0000",10,5,"RNO-PDX"],[4,12,8,6,"2018-12-08","9E",20363,"N8976E",12007,"GTR","MS",10397,"ATL","GA",1325,1321,-4,0,0,-1,"1300-1359",1542,1525,-17,0,0,-2,"1500-1559",0,0,241,1,0,0,0,0,0,2018,"KGTR","medium_airport","Golden Triangle Regional Airport",264,"NA","US","US-MS","Columbus/W Point/Starkville","KGTR","GTR","GTR","-88.5914001465, 33.450298309299995","America/Chicago","2018-12-08T19:25:00.000+0000",4,17,"GTR-ATL"],[2,6,12,3,"2019-06-12","OO",20304,"N185SY",14057,"PDX","OR",14570,"RNO","NV",1730,1724,-6,0,0,-1,"1700-1759",1910,1908,-2,0,0,-1,"1900-1959",0,0,444,2,0,0,0,0,0,2019,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2019-06-13T00:30:00.000+0000",6,2,"PDX-RNO"],[4,10,1,1,"2018-10-01","OO",20304,"N755SK",11298,"DFW","TX",15412,"TYS","TN",2035,2026,-9,0,0,-1,"2000-2059",2345,2354,9,9,0,0,"2300-2359",0,0,771,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-02T01:35:00.000+0000",9,-9,"DFW-TYS"],[2,5,31,5,"2019-05-31","WN",19393,"N934WN",14107,"PHX","AZ",11042,"CLE","OH",1035,1032,-3,0,0,-1,"1000-1059",1730,1716,-14,0,0,-1,"1700-1759",0,0,1737,7,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-31T17:35:00.000+0000",3,14,"PHX-CLE"],[4,10,1,1,"2018-10-01","OO",20304,"N702SK",11695,"FLG","AZ",14107,"PHX","AZ",1034,1033,-1,0,0,-1,"1000-1059",1129,1123,-6,0,0,-1,"1100-1159",0,0,119,1,0,0,0,0,0,2018,"KFLG","medium_airport","Flagstaff Pulliam Airport",7014,"NA","US","US-AZ","Flagstaff","KFLG","FLG","FLG","-111.6709976, 35.13850021","America/Phoenix","2018-10-01T17:34:00.000+0000",1,6,"FLG-PHX"],[2,6,12,3,"2019-06-12","OO",20304,"N181SY",14679,"SAN","CA",14869,"SLC","UT",650,643,-7,0,0,-1,"0600-0659",950,956,6,6,0,0,"0900-0959",0,0,626,3,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-12T13:50:00.000+0000",7,-6,"SAN-SLC"],[4,12,13,4,"2018-12-13","9E",20363,"N921XJ",12953,"LGA","NY",11423,"DSM","IA",1121,1107,-14,0,0,-1,"1100-1159",1352,1404,12,12,0,0,"1300-1359",0,0,1031,5,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-13T16:21:00.000+0000",14,-52,"LGA-DSM"],[2,6,12,3,"2019-06-12","OO",20304,"N189SY",14679,"SAN","CA",11638,"FAT","CA",1940,1934,-6,0,0,-1,"1900-1959",2100,2059,-1,0,0,-1,"2100-2159",0,0,314,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-13T02:40:00.000+0000",6,41,"SAN-FAT"],[4,12,3,1,"2018-12-03","9E",20363,"N293PQ",11433,"DTW","MI",10792,"BUF","NY",1012,1007,-5,0,0,-1,"1000-1059",1139,1129,-10,0,0,-1,"1100-1159",0,0,241,1,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-12-03T15:12:00.000+0000",5,10,"DTW-BUF"],[2,6,12,3,"2019-06-12","OO",20304,"N274SY",10868,"CAE","SC",12953,"LGA","NY",600,557,-3,0,0,-1,"0600-0659",755,732,-23,0,0,-2,"0700-0759",0,0,617,3,0,0,0,0,0,2019,"KCAE","large_airport","Columbia Metropolitan Airport",236,"NA","US","US-SC","Columbia","KCAE","CAE","CAE","-81.11949920654297, 33.93880081176758","America/New_York","2019-06-12T10:00:00.000+0000",43,23,"CAE-LGA"],[4,12,4,2,"2018-12-04","AA",19805,"N301PA",15016,"STL","MO",12892,"LAX","CA",620,617,-3,0,0,-1,"0600-0659",844,854,10,10,0,0,"0800-0859",0,0,1592,7,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-12-04T12:20:00.000+0000",3,-10,"STL-LAX"],[2,6,12,3,"2019-06-12","OO",20304,"N295SY",13487,"MSP","MN",12156,"HLN","MT",1749,1739,-10,0,0,-1,"1700-1759",1940,1920,-20,0,0,-2,"1900-1959",0,0,913,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-12T22:49:00.000+0000",10,20,"MSP-HLN"],[4,12,17,1,"2018-12-17","AA",19805,"N901NN",13930,"ORD","IL",14771,"SFO","CA",1150,1147,-3,0,0,-1,"1100-1159",1434,1406,-28,0,0,-2,"1400-1459",0,0,1846,8,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-17T17:50:00.000+0000",3,28,"ORD-SFO"],[2,6,12,3,"2019-06-12","OO",20304,"N800SK",13487,"MSP","MN",14524,"RIC","VA",1236,1232,-4,0,0,-1,"1200-1259",1625,1557,-28,0,0,-2,"1600-1659",0,0,970,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-12T17:36:00.000+0000",4,68,"MSP-RIC"],[4,10,14,7,"2018-10-14","OO",20304,"N941SW",14698,"SBP","CA",12892,"LAX","CA",1951,1937,-14,0,0,-1,"1900-1959",2105,2102,-3,0,0,-1,"2100-2159",0,0,156,1,0,0,0,0,0,2018,"KSBP","medium_airport","San Luis County Regional Airport",212,"NA","US","US-CA","San Luis Obispo","KSBP","SBP","SBP","-120.641998291, 35.236801147499996","America/Los_Angeles","2018-10-15T02:51:00.000+0000",14,3,"SBP-LAX"],[2,6,29,6,"2019-06-29","OO",20304,"N263SY",12953,"LGA","NY",11057,"CLT","NC",1130,1130,0,0,0,0,"1100-1159",1345,1328,-17,0,0,-2,"1300-1359",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-29T15:30:00.000+0000",0,17,"LGA-CLT"],[4,12,27,4,"2018-12-27","AA",19805,"N757UW",14107,"PHX","AZ",12266,"IAH","TX",959,957,-2,0,0,-1,"0900-0959",1336,1345,9,9,0,0,"1300-1359",0,0,1009,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-27T16:59:00.000+0000",2,-9,"PHX-IAH"],[2,6,29,6,"2019-06-29","OO",20304,"N809SK",10620,"BIL","MT",13487,"MSP","MN",1630,1628,-2,0,0,-1,"1600-1659",1936,1913,-23,0,0,-2,"1900-1959",0,0,748,3,0,0,0,0,0,2019,"KBIL","large_airport","Billings Logan International Airport",3652,"NA","US","US-MT","Billings","KBIL","BIL","BIL","-108.54299926757812, 45.807701110839844","America/Denver","2019-06-29T22:30:00.000+0000",2,23,"BIL-MSP"],[4,10,14,7,"2018-10-14","OO",20304,"N418SW",15389,"TWF","ID",14869,"SLC","UT",1820,1818,-2,0,0,-1,"1800-1859",1920,1911,-9,0,0,-1,"1900-1959",0,0,175,1,0,0,0,0,0,2018,"KTWF","medium_airport","Joslin Field Magic Valley Regional Airport",4154,"NA","US","US-ID","Twin Falls","KTWF","TWF","TWF","-114.487999, 42.4818","America/Boise","2018-10-15T00:20:00.000+0000",2,9,"TWF-SLC"],[2,6,29,6,"2019-06-29","OO",20304,"N292SY",10713,"BOI","ID",14869,"SLC","UT",900,854,-6,0,0,-1,"0900-0959",1016,959,-17,0,0,-2,"1000-1059",0,0,290,2,0,0,0,0,0,2019,"KBOI","large_airport","Boise Air Terminal/Gowen Field",2871,"NA","US","US-ID","Boise","KBOI","BOI","BOI","-116.223, 43.5644","America/Boise","2019-06-29T15:00:00.000+0000",46,57,"BOI-SLC"],[4,10,15,1,"2018-10-15","OO",20304,"N762SK",11823,"FWA","IN",11298,"DFW","TX",625,620,-5,0,0,-1,"0600-0659",810,815,5,5,0,0,"0800-0859",0,0,859,4,0,0,0,0,0,2018,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2018-10-15T10:25:00.000+0000",5,-5,"FWA-DFW"],[2,6,29,6,"2019-06-29","OO",20304,"N901EV",13184,"MBS","MI",13930,"ORD","IL",1648,1633,-15,0,0,-1,"1600-1659",1703,1649,-14,0,0,-1,"1700-1759",0,0,222,1,0,0,0,0,0,2019,"KMBS","large_airport","MBS International Airport",668,"NA","US","US-MI","Saginaw","KMBS","MBS","MBS","-84.07959747314453, 43.532901763916016","America/New_York","2019-06-29T20:48:00.000+0000",15,54,"MBS-ORD"],[4,10,15,1,"2018-10-15","OO",20304,"N641CA",12197,"HPN","NY",11433,"DTW","MI",1235,1222,-13,0,0,-1,"1200-1259",1432,1420,-12,0,0,-1,"1400-1459",0,0,505,3,0,0,0,0,0,2018,"KHPN","medium_airport","Westchester County Airport",439,"NA","US","US-NY","White Plains","KHPN","HPN","HPN","-73.70760345458984, 41.06700134277344","America/New_York","2018-10-15T16:35:00.000+0000",13,12,"HPN-DTW"],[2,5,25,6,"2019-05-25","WN",19393,"N7710A",15304,"TPA","FL",14730,"SDF","KY",1720,1717,-3,0,0,-1,"1700-1759",1925,1908,-17,0,0,-2,"1900-1959",0,0,727,3,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-05-25T21:20:00.000+0000",3,17,"TPA-SDF"],[4,10,15,1,"2018-10-15","OO",20304,"N609SK",12992,"LIT","AR",11433,"DTW","MI",605,557,-8,0,0,-1,"0600-0659",912,850,-22,0,0,-2,"0900-0959",0,0,705,3,0,0,0,0,0,2018,"KLIT","large_airport","Bill & Hillary Clinton National Airport/Adams Field",262,"NA","US","US-AR","Little Rock","KLIT","LIT","LIT","-92.2242965698, 34.729400634799994","America/Chicago","2018-10-15T11:05:00.000+0000",48,62,"LIT-DTW"],[2,5,26,7,"2019-05-26","WN",19393,"N8681M",10423,"AUS","TX",12889,"LAS","NV",1610,1608,-2,0,0,-1,"1600-1659",1710,1658,-12,0,0,-1,"1700-1759",0,0,1090,5,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-05-26T21:10:00.000+0000",2,52,"AUS-LAS"],[4,12,3,1,"2018-12-03","AA",19805,"N746UW",15304,"TPA","FL",11278,"DCA","VA",828,823,-5,0,0,-1,"0800-0859",1039,1023,-16,0,0,-2,"1000-1059",0,0,814,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-03T13:28:00.000+0000",5,16,"TPA-DCA"],[2,5,26,7,"2019-05-26","WN",19393,"N8617E",10529,"BDL","CT",10821,"BWI","MD",815,813,-2,0,0,-1,"0800-0859",930,917,-13,0,0,-1,"0900-0959",0,0,283,2,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-05-26T12:15:00.000+0000",2,13,"BDL-BWI"],[4,10,15,1,"2018-10-15","OO",20304,"N268SY",13930,"ORD","IL",12478,"JFK","NY",1510,1509,-1,0,0,-1,"1500-1559",1836,1812,-24,0,0,-2,"1800-1859",0,0,740,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-15T20:10:00.000+0000",1,24,"ORD-JFK"],[2,5,26,7,"2019-05-26","WN",19393,"N712SW",10693,"BNA","TN",13232,"MDW","IL",610,607,-3,0,0,-1,"0600-0659",740,724,-16,0,0,-2,"0700-0759",0,0,395,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-26T11:10:00.000+0000",3,16,"BNA-MDW"],[4,12,19,3,"2018-12-19","AA",19805,"N661AW",11057,"CLT","NC",10397,"ATL","GA",924,917,-7,0,0,-1,"0900-0959",1038,1032,-6,0,0,-1,"1000-1059",0,0,226,1,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-19T14:24:00.000+0000",7,6,"CLT-ATL"],[2,5,26,7,"2019-05-26","WN",19393,"N7851A",10693,"BNA","TN",14683,"SAT","TX",1915,1908,-7,0,0,-1,"1900-1959",2135,2115,-20,0,0,-2,"2100-2159",0,0,822,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-27T00:15:00.000+0000",7,20,"BNA-SAT"],[4,12,20,4,"2018-12-20","AA",19805,"N136AN",14747,"SEA","WA",11298,"DFW","TX",915,909,-6,0,0,-1,"0900-0959",1507,1442,-25,0,0,-2,"1500-1559",0,0,1660,7,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-12-20T17:15:00.000+0000",6,65,"SEA-DFW"],[2,6,29,6,"2019-06-29","OO",20304,"N120SY",15376,"TUS","AZ",14771,"SFO","CA",1300,1256,-4,0,0,-1,"1300-1359",1518,1506,-12,0,0,-1,"1500-1559",0,0,751,4,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-06-29T20:00:00.000+0000",44,12,"TUS-SFO"],[4,12,3,1,"2018-12-03","AA",19805,"N982VJ",14679,"SAN","CA",14107,"PHX","AZ",1926,1920,-6,0,0,-1,"1900-1959",2147,2134,-13,0,0,-1,"2100-2159",0,0,304,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-04T03:26:00.000+0000",6,13,"SAN-PHX"],[2,5,26,7,"2019-05-26","WN",19393,"N7724A",10821,"BWI","MD",14107,"PHX","AZ",1410,1410,0,0,0,0,"1400-1459",1610,1607,-3,0,0,-1,"1600-1659",0,0,1999,8,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-26T18:10:00.000+0000",0,3,"BWI-PHX"],[4,10,18,4,"2018-10-18","OO",20304,"N754SK",13931,"ORF","VA",13930,"ORD","IL",1033,1027,-6,0,0,-1,"1000-1059",1204,1158,-6,0,0,-1,"1200-1259",0,0,717,3,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-10-18T14:33:00.000+0000",6,46,"ORF-ORD"],[2,5,26,7,"2019-05-26","WN",19393,"N742SW",11066,"CMH","OH",11697,"FLL","FL",1030,1027,-3,0,0,-1,"1000-1059",1310,1251,-19,0,0,-2,"1300-1359",0,0,973,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-26T14:30:00.000+0000",3,59,"CMH-FLL"],[4,10,18,4,"2018-10-18","OO",20304,"N746SK",14107,"PHX","AZ",16218,"YUM","AZ",1848,1841,-7,0,0,-1,"1800-1859",1944,1943,-1,0,0,-1,"1900-1959",0,0,160,1,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-19T01:48:00.000+0000",7,1,"PHX-YUM"],[2,5,26,7,"2019-05-26","WN",19393,"N8581Z",11259,"DAL","TX",14747,"SEA","WA",1405,1405,0,0,0,0,"1400-1459",1625,1605,-20,0,0,-2,"1600-1659",0,0,1670,7,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-26T19:05:00.000+0000",0,20,"DAL-SEA"],[4,10,18,4,"2018-10-18","OO",20304,"N719SK",13930,"ORD","IL",14869,"SLC","UT",2026,2025,-1,0,0,-1,"2000-2059",2303,2311,8,8,0,0,"2300-2359",0,0,1250,6,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-19T01:26:00.000+0000",1,-8,"ORD-SLC"],[2,5,26,7,"2019-05-26","WN",19393,"N569WN",11278,"DCA","VA",13495,"MSY","LA",1255,1255,0,0,0,0,"1200-1259",1440,1441,1,1,0,0,"1400-1459",0,0,969,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-26T16:55:00.000+0000",0,-1,"DCA-MSY"],[4,12,30,7,"2018-12-30","AA",19805,"N837AW",14908,"SNA","CA",14107,"PHX","AZ",1001,954,-7,0,0,-1,"1000-1059",1219,1207,-12,0,0,-1,"1200-1259",0,0,338,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-30T18:01:00.000+0000",47,12,"SNA-PHX"],[2,6,30,7,"2019-06-30","OO",20304,"N763SK",11423,"DSM","IA",11298,"DFW","TX",920,911,-9,0,0,-1,"0900-0959",1121,1056,-25,0,0,-2,"1100-1159",0,0,624,3,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-06-30T14:20:00.000+0000",9,65,"DSM-DFW"],[4,12,26,3,"2018-12-26","AA",19805,"N189UW",14107,"PHX","AZ",14679,"SAN","CA",1509,1503,-6,0,0,-1,"1500-1559",1516,1526,10,10,0,0,"1500-1559",0,0,304,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-26T22:09:00.000+0000",6,-10,"PHX-SAN"],[2,5,26,7,"2019-05-26","WN",19393,"N8644C",12892,"LAX","CA",10397,"ATL","GA",740,740,0,0,0,0,"0700-0759",1455,1436,-19,0,0,-2,"1400-1459",0,0,1947,8,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-26T14:40:00.000+0000",0,19,"LAX-ATL"],[4,10,18,4,"2018-10-18","OO",20304,"N822SK",14492,"RDU","NC",10721,"BOS","MA",906,906,0,0,0,0,"0900-0959",1104,1056,-8,0,0,-1,"1100-1159",0,0,612,3,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-18T13:06:00.000+0000",0,48,"RDU-BOS"],[2,6,1,6,"2019-06-01","WN",19393,"N7833A",10423,"AUS","TX",12191,"HOU","TX",610,609,-1,0,0,-1,"0600-0659",710,652,-18,0,0,-2,"0700-0759",0,0,148,1,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-06-01T11:10:00.000+0000",1,58,"AUS-HOU"],[4,12,7,5,"2018-12-07","AA",19805,"N974UY",11057,"CLT","NC",14492,"RDU","NC",2245,2239,-6,0,0,-1,"2200-2259",2337,2323,-14,0,0,-1,"2300-2359",0,0,130,1,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-08T03:45:00.000+0000",6,14,"CLT-RDU"],[2,5,26,7,"2019-05-26","WN",19393,"N8567Z",12892,"LAX","CA",13495,"MSY","LA",615,611,-4,0,0,-1,"0600-0659",1155,1143,-12,0,0,-1,"1100-1159",0,0,1670,7,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-26T13:15:00.000+0000",4,12,"LAX-MSY"],[4,10,18,4,"2018-10-18","OO",20304,"N498CA",11721,"FNT","MI",13487,"MSP","MN",1812,1804,-8,0,0,-1,"1800-1859",1900,1843,-17,0,0,-2,"1900-1959",0,0,491,2,0,0,0,0,0,2018,"KFNT","medium_airport","Bishop International Airport",782,"NA","US","US-MI","Flint","KFNT","FNT","FNT","-83.74359893798828, 42.96540069580078","America/New_York","2018-10-18T22:12:00.000+0000",8,57,"FNT-MSP"],[2,5,26,7,"2019-05-26","WN",19393,"N569WN",13198,"MCI","MO",11278,"DCA","VA",830,823,-7,0,0,-1,"0800-0859",1155,1148,-7,0,0,-1,"1100-1159",0,0,949,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-26T13:30:00.000+0000",7,7,"MCI-DCA"],[4,12,1,6,"2018-12-01","AA",19805,"N820AW",11057,"CLT","NC",14524,"RIC","VA",737,728,-9,0,0,-1,"0700-0759",845,825,-20,0,0,-2,"0800-0859",0,0,257,2,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-01T12:37:00.000+0000",9,20,"CLT-RIC"],[2,5,26,7,"2019-05-26","WN",19393,"N210WN",13232,"MDW","IL",11278,"DCA","VA",600,554,-6,0,0,-1,"0600-0659",840,821,-19,0,0,-2,"0800-0859",0,0,601,3,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-26T11:00:00.000+0000",46,19,"MDW-DCA"],[4,10,18,4,"2018-10-18","OO",20304,"N826SK",13487,"MSP","MN",11637,"FAR","ND",1537,1537,0,0,0,0,"1500-1559",1646,1632,-14,0,0,-1,"1600-1659",0,0,223,1,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T20:37:00.000+0000",0,14,"MSP-FAR"],[2,6,1,6,"2019-06-01","WN",19393,"N8613K",11042,"CLE","OH",14107,"PHX","AZ",835,835,0,0,0,0,"0800-0859",955,947,-8,0,0,-1,"0900-0959",0,0,1737,7,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-01T12:35:00.000+0000",0,8,"CLE-PHX"],[4,12,16,7,"2018-12-16","AA",19805,"N840AW",14107,"PHX","AZ",14683,"SAT","TX",1020,1014,-6,0,0,-1,"1000-1059",1332,1320,-12,0,0,-1,"1300-1359",0,0,843,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-16T17:20:00.000+0000",6,12,"PHX-SAT"],[2,5,26,7,"2019-05-26","WN",19393,"N275WN",13232,"MDW","IL",14122,"PIT","PA",1345,1342,-3,0,0,-1,"1300-1359",1605,1552,-13,0,0,-1,"1600-1659",0,0,402,2,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-26T18:45:00.000+0000",3,53,"MDW-PIT"],[4,12,19,3,"2018-12-19","AA",19805,"N765US",14027,"PBI","FL",11057,"CLT","NC",500,455,-5,0,0,-1,"0001-0559",649,636,-13,0,0,-1,"0600-0659",0,0,590,3,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-12-19T10:00:00.000+0000",45,13,"PBI-CLT"],[2,6,1,6,"2019-06-01","WN",19393,"N768SW",11193,"CVG","KY",10821,"BWI","MD",1640,1634,-6,0,0,-1,"1600-1659",1810,1749,-21,0,0,-2,"1800-1859",0,0,430,2,0,0,0,0,0,2019,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2019-06-01T20:40:00.000+0000",6,61,"CVG-BWI"],[4,10,22,1,"2018-10-22","OO",20304,"N162SY",11292,"DEN","CO",10140,"ABQ","NM",1215,1210,-5,0,0,-1,"1200-1259",1340,1329,-11,0,0,-1,"1300-1359",0,0,349,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-22T18:15:00.000+0000",5,11,"DEN-ABQ"],[2,6,1,6,"2019-06-01","WN",19393,"N7813P",11278,"DCA","VA",11259,"DAL","TX",630,626,-4,0,0,-1,"0600-0659",840,819,-21,0,0,-2,"0800-0859",0,0,1184,5,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-01T10:30:00.000+0000",4,21,"DCA-DAL"],[4,10,22,1,"2018-10-22","OO",20304,"N125SY",12892,"LAX","CA",14689,"SBA","CA",1147,1142,-5,0,0,-1,"1100-1159",1240,1234,-6,0,0,-1,"1200-1259",0,0,89,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-22T18:47:00.000+0000",5,6,"LAX-SBA"],[2,6,1,6,"2019-06-01","WN",19393,"N214WN",11423,"DSM","IA",15016,"STL","MO",910,909,-1,0,0,-1,"0900-0959",1015,1008,-7,0,0,-1,"1000-1059",0,0,259,2,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-06-01T14:10:00.000+0000",1,7,"DSM-STL"],[4,12,11,2,"2018-12-11","AA",19805,"N282AY",14100,"PHL","PA",11057,"CLT","NC",635,627,-8,0,0,-1,"0600-0659",820,806,-14,0,0,-1,"0800-0859",0,0,449,2,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-11T11:35:00.000+0000",8,14,"PHL-CLT"],[2,5,26,7,"2019-05-26","WN",19393,"N713SW",14122,"PIT","PA",10397,"ATL","GA",1125,1119,-6,0,0,-1,"1100-1159",1310,1250,-20,0,0,-2,"1300-1359",0,0,526,3,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-26T15:25:00.000+0000",6,60,"PIT-ATL"],[4,10,22,1,"2018-10-22","OO",20304,"N926SW",14771,"SFO","CA",14252,"PSC","WA",1255,1249,-6,0,0,-1,"1200-1259",1504,1522,18,18,1,1,"1500-1559",0,0,620,3,0,0,18,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-22T19:55:00.000+0000",6,-18,"SFO-PSC"],[2,5,26,7,"2019-05-26","WN",19393,"N953WN",14492,"RDU","NC",10693,"BNA","TN",625,621,-4,0,0,-1,"0600-0659",655,642,-13,0,0,-1,"0600-0659",0,0,442,2,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-26T10:25:00.000+0000",4,13,"RDU-BNA"],[4,12,2,7,"2018-12-02","AA",19805,"N172US",14100,"PHL","PA",12892,"LAX","CA",1010,1008,-2,0,0,-1,"1000-1059",1312,1311,-1,0,0,-1,"1300-1359",0,0,2402,10,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-02T15:10:00.000+0000",2,1,"PHL-LAX"],[2,6,1,6,"2019-06-01","WN",19393,"N562WN",12191,"HOU","TX",13232,"MDW","IL",2110,2110,0,0,0,0,"2100-2159",2330,2331,1,1,0,0,"2300-2359",0,0,937,4,0,0,0,0,0,2019,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2019-06-02T02:10:00.000+0000",0,-1,"HOU-MDW"],[4,12,19,3,"2018-12-19","AA",19805,"N669AW",14107,"PHX","AZ",11423,"DSM","IA",2000,1959,-1,0,0,-1,"2000-2059",2337,2351,14,14,0,0,"2300-2359",0,0,1149,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-20T03:00:00.000+0000",41,-14,"PHX-DSM"],[2,5,26,7,"2019-05-26","WN",19393,"N297WN",14679,"SAN","CA",12889,"LAS","NV",725,718,-7,0,0,-1,"0700-0759",845,823,-22,0,0,-2,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-05-26T14:25:00.000+0000",7,22,"SAN-LAS"],[4,12,6,4,"2018-12-06","AA",19805,"N824AW",14107,"PHX","AZ",14683,"SAT","TX",1327,1323,-4,0,0,-1,"1300-1359",1633,1640,7,7,0,0,"1600-1659",0,0,843,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-06T20:27:00.000+0000",4,-7,"PHX-SAT"],[2,5,26,7,"2019-05-26","WN",19393,"N7735A",15304,"TPA","FL",10821,"BWI","MD",2005,1955,-10,0,0,-1,"2000-2059",2225,2226,1,1,0,0,"2200-2259",0,0,842,4,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-05-27T00:05:00.000+0000",50,-1,"TPA-BWI"],[4,10,23,2,"2018-10-23","OO",20304,"N709SK",14107,"PHX","AZ",11921,"GJT","CO",1215,1209,-6,0,0,-1,"1200-1259",1442,1440,-2,0,0,-1,"1400-1459",0,0,438,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-23T19:15:00.000+0000",6,2,"PHX-GJT"],[2,5,27,1,"2019-05-27","WN",19393,"N7877H",10397,"ATL","GA",13495,"MSY","LA",1050,1046,-4,0,0,-1,"1000-1059",1125,1110,-15,0,0,-1,"1100-1159",0,0,425,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-27T14:50:00.000+0000",4,15,"ATL-MSY"],[4,12,13,4,"2018-12-13","AA",19805,"N926UW",11298,"DFW","TX",15304,"TPA","FL",1105,1102,-3,0,0,-1,"1100-1159",1427,1422,-5,0,0,-1,"1400-1459",0,0,929,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-13T17:05:00.000+0000",3,5,"DFW-TPA"],[2,6,1,6,"2019-06-01","WN",19393,"N561WN",13495,"MSY","LA",10821,"BWI","MD",1715,1715,0,0,0,0,"1700-1759",2050,2034,-16,0,0,-2,"2000-2059",0,0,998,4,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-06-01T22:15:00.000+0000",0,16,"MSY-BWI"],[4,12,8,6,"2018-12-08","AA",19805,"N904AA",11292,"DEN","CO",11298,"DFW","TX",1639,1632,-7,0,0,-1,"1600-1659",1937,1923,-14,0,0,-1,"1900-1959",0,0,641,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-08T23:39:00.000+0000",7,14,"DEN-DFW"],[2,6,1,6,"2019-06-01","WN",19393,"N479WN",14635,"RSW","FL",11042,"CLE","OH",1805,1755,-10,0,0,-1,"1800-1859",2045,2023,-22,0,0,-2,"2000-2059",0,0,1025,5,0,0,0,0,0,2019,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2019-06-01T22:05:00.000+0000",50,22,"RSW-CLE"],[4,12,23,7,"2018-12-23","AA",19805,"N755US",11057,"CLT","NC",14321,"PWM","ME",950,945,-5,0,0,-1,"0900-0959",1204,1155,-9,0,0,-1,"1200-1259",0,0,813,4,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-23T14:50:00.000+0000",5,49,"CLT-PWM"],[2,6,1,6,"2019-06-01","WN",19393,"N756SA",14831,"SJC","CA",10800,"BUR","CA",1550,1547,-3,0,0,-1,"1500-1559",1655,1653,-2,0,0,-1,"1600-1659",0,0,296,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-06-01T22:50:00.000+0000",3,2,"SJC-BUR"],[4,10,23,2,"2018-10-23","OO",20304,"N260SY",14869,"SLC","UT",11292,"DEN","CO",1549,1549,0,0,0,0,"1500-1559",1721,1706,-15,0,0,-1,"1700-1759",0,0,391,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-23T21:49:00.000+0000",0,15,"SLC-DEN"],[2,5,3,5,"2019-05-03","WN",19393,"N7715E",10140,"ABQ","NM",12892,"LAX","CA",525,524,-1,0,0,-1,"0001-0559",630,617,-13,0,0,-1,"0600-0659",0,0,677,3,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-05-03T11:25:00.000+0000",1,13,"ABQ-LAX"],[4,10,23,2,"2018-10-23","OO",20304,"N857AS",15323,"TRI","TN",10397,"ATL","GA",1315,1310,-5,0,0,-1,"1300-1359",1420,1422,2,2,0,0,"1400-1459",0,0,227,1,0,0,0,0,0,2018,"KTRI","large_airport","Tri-Cities Regional TN/VA Airport",1519,"NA","US","US-TN","Bristol/Johnson/Kingsport","KTRI","TRI","TRI","-82.407401, 36.475201","America/New_York","2018-10-23T17:15:00.000+0000",5,-2,"TRI-ATL"],[2,6,1,6,"2019-06-01","WN",19393,"N912WN",14831,"SJC","CA",12889,"LAS","NV",1110,1106,-4,0,0,-1,"1100-1159",1235,1227,-8,0,0,-1,"1200-1259",0,0,386,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-06-01T18:10:00.000+0000",4,8,"SJC-LAS"],[4,10,19,5,"2018-10-19","OO",20304,"N191SY",14570,"RNO","NV",14831,"SJC","CA",550,542,-8,0,0,-1,"0001-0559",648,654,6,6,0,0,"0600-0659",0,0,188,1,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-19T12:50:00.000+0000",8,-6,"RNO-SJC"],[2,6,2,7,"2019-06-02","WN",19393,"N913WN",10397,"ATL","GA",15304,"TPA","FL",1045,1041,-4,0,0,-1,"1000-1059",1215,1154,-21,0,0,-2,"1200-1259",0,0,406,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-02T14:45:00.000+0000",4,61,"ATL-TPA"],[4,12,19,3,"2018-12-19","UA",19977,"N14249",13198,"MCI","MO",13930,"ORD","IL",904,853,-11,0,0,-1,"0900-0959",1045,1021,-24,0,0,-2,"1000-1059",0,0,403,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-19T15:04:00.000+0000",51,24,"MCI-ORD"],[2,6,2,7,"2019-06-02","WN",19393,"N917WN",10693,"BNA","TN",10721,"BOS","MA",1100,1058,-2,0,0,-1,"1100-1159",1430,1414,-16,0,0,-2,"1400-1459",0,0,942,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-02T16:00:00.000+0000",42,16,"BNA-BOS"],[4,10,19,5,"2018-10-19","OO",20304,"N168SY",11292,"DEN","CO",13851,"OKC","OK",1955,1952,-3,0,0,-1,"1900-1959",2234,2222,-12,0,0,-1,"2200-2259",0,0,495,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-20T01:55:00.000+0000",3,12,"DEN-OKC"],[2,6,2,7,"2019-06-02","WN",19393,"N497WN",10800,"BUR","CA",13796,"OAK","CA",825,822,-3,0,0,-1,"0800-0859",940,923,-17,0,0,-2,"0900-0959",0,0,325,2,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-06-02T15:25:00.000+0000",3,17,"BUR-OAK"],[4,12,7,5,"2018-12-07","UA",19977,"N854UA",13930,"ORD","IL",13244,"MEM","TN",1545,1540,-5,0,0,-1,"1500-1559",1740,1731,-9,0,0,-1,"1700-1759",0,0,491,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T21:45:00.000+0000",5,9,"ORD-MEM"],[2,5,27,1,"2019-05-27","AA",19805,"N713UW",11057,"CLT","NC",14100,"PHL","PA",1120,1116,-4,0,0,-1,"1100-1159",1256,1252,-4,0,0,-1,"1200-1259",0,0,449,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T15:20:00.000+0000",4,4,"CLT-PHL"],[4,12,7,5,"2018-12-07","UA",19977,"N420UA",13487,"MSP","MN",13930,"ORD","IL",720,712,-8,0,0,-1,"0700-0759",848,835,-13,0,0,-1,"0800-0859",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-07T13:20:00.000+0000",8,13,"MSP-ORD"],[2,5,22,3,"2019-05-22","AA",19805,"N579UW",14107,"PHX","AZ",11057,"CLT","NC",835,829,-6,0,0,-1,"0800-0859",1541,1550,9,9,0,0,"1500-1559",0,0,1773,8,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-22T15:35:00.000+0000",6,-9,"PHX-CLT"],[4,12,7,5,"2018-12-07","UA",19977,"N38446",13930,"ORD","IL",10821,"BWI","MD",1400,1354,-6,0,0,-1,"1400-1459",1703,1634,-29,0,0,-2,"1700-1759",0,0,621,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T20:00:00.000+0000",46,69,"ORD-BWI"],[2,6,20,4,"2019-06-20","WN",19393,"N8511K",12191,"HOU","TX",13796,"OAK","CA",640,637,-3,0,0,-1,"0600-0659",830,832,2,2,0,0,"0800-0859",0,0,1642,7,0,0,0,0,0,2019,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2019-06-20T11:40:00.000+0000",3,-2,"HOU-OAK"],[4,12,7,5,"2018-12-07","UA",19977,"N68880",13930,"ORD","IL",13204,"MCO","FL",600,553,-7,0,0,-1,"0600-0659",938,920,-18,0,0,-2,"0900-0959",0,0,1005,5,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T12:00:00.000+0000",47,18,"ORD-MCO"],[2,5,1,3,"2019-05-01","AA",19805,"N756US",14107,"PHX","AZ",12892,"LAX","CA",2005,2003,-2,0,0,-1,"2000-2059",2140,2134,-6,0,0,-1,"2100-2159",0,0,370,2,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-02T03:05:00.000+0000",2,6,"PHX-LAX"],[4,12,7,5,"2018-12-07","UA",19977,"N845UA",13244,"MEM","TN",12266,"IAH","TX",700,655,-5,0,0,-1,"0700-0759",847,847,0,0,0,0,"0800-0859",0,0,468,2,0,0,0,0,0,2018,"KMEM","large_airport","Memphis International Airport",341,"NA","US","US-TN","Memphis","KMEM","MEM","MEM","-89.97669982910156, 35.04240036010742","America/Chicago","2018-12-07T13:00:00.000+0000",45,0,"MEM-IAH"],[2,6,20,4,"2019-06-20","WN",19393,"N443WN",13204,"MCO","FL",14100,"PHL","PA",905,905,0,0,0,0,"0900-0959",1135,1143,8,8,0,0,"1100-1159",0,0,861,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-20T13:05:00.000+0000",0,-8,"MCO-PHL"],[4,12,7,5,"2018-12-07","UA",19977,"N75861",13930,"ORD","IL",12892,"LAX","CA",804,804,0,0,0,0,"0800-0859",1034,1023,-11,0,0,-1,"1000-1059",0,0,1744,7,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T14:04:00.000+0000",0,11,"ORD-LAX"],[2,6,20,4,"2019-06-20","WN",19393,"N8698B",13204,"MCO","FL",14843,"SJU","PR",745,744,-1,0,0,-1,"0700-0759",1035,1031,-4,0,0,-1,"1000-1059",0,0,1189,5,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-20T11:45:00.000+0000",1,4,"MCO-SJU"],[4,12,7,5,"2018-12-07","UA",19977,"N456UA",10849,"BZN","MT",11292,"DEN","CO",705,705,0,0,0,0,"0700-0759",845,858,13,13,0,0,"0800-0859",0,0,524,3,0,0,0,0,0,2018,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2018-12-07T14:05:00.000+0000",0,-13,"BZN-DEN"],[2,5,27,1,"2019-05-27","AA",19805,"N123UW",13495,"MSY","LA",11057,"CLT","NC",1035,1030,-5,0,0,-1,"1000-1059",1334,1322,-12,0,0,-1,"1300-1359",0,0,651,3,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-27T15:35:00.000+0000",5,12,"MSY-CLT"],[4,12,7,5,"2018-12-07","UA",19977,"N73259",12889,"LAS","NV",11292,"DEN","CO",846,840,-6,0,0,-1,"0800-0859",1130,1128,-2,0,0,-1,"1100-1159",0,0,628,3,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-07T16:46:00.000+0000",6,2,"LAS-DEN"],[2,6,20,4,"2019-06-20","WN",19393,"N910WN",13232,"MDW","IL",14635,"RSW","FL",1335,1334,-1,0,0,-1,"1300-1359",1720,1702,-18,0,0,-2,"1700-1759",0,0,1105,5,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-06-20T18:35:00.000+0000",1,18,"MDW-RSW"],[4,10,17,3,"2018-10-17","AA",19805,"N663AW",14107,"PHX","AZ",12892,"LAX","CA",720,715,-5,0,0,-1,"0700-0759",906,851,-15,0,0,-1,"0900-0959",0,0,370,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-17T14:20:00.000+0000",5,55,"PHX-LAX"],[2,5,13,1,"2019-05-13","AA",19805,"N335PH",11298,"DFW","TX",12892,"LAX","CA",705,703,-2,0,0,-1,"0700-0759",837,802,-35,0,0,-2,"0800-0859",0,0,1235,5,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-13T12:05:00.000+0000",2,35,"DFW-LAX"],[4,12,7,5,"2018-12-07","UA",19977,"N855UA",10397,"ATL","GA",12264,"IAD","VA",1434,1422,-12,0,0,-1,"1400-1459",1617,1600,-17,0,0,-2,"1600-1659",0,0,534,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-07T19:34:00.000+0000",12,17,"ATL-IAD"],[2,5,4,6,"2019-05-04","AA",19805,"N837NN",15016,"STL","MO",11057,"CLT","NC",751,748,-3,0,0,-1,"0700-0759",1041,1034,-7,0,0,-1,"1000-1059",0,0,575,3,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-04T12:51:00.000+0000",3,7,"STL-CLT"],[4,12,6,4,"2018-12-06","UA",19977,"N14121",14679,"SAN","CA",11618,"EWR","NJ",1235,1230,-5,0,0,-1,"1200-1259",2045,2024,-21,0,0,-2,"2000-2059",0,0,2425,10,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-06T20:35:00.000+0000",5,21,"SAN-EWR"],[2,6,20,4,"2019-06-20","WN",19393,"N723SW",14492,"RDU","NC",13232,"MDW","IL",615,614,-1,0,0,-1,"0600-0659",710,707,-3,0,0,-1,"0700-0759",0,0,632,3,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-06-20T10:15:00.000+0000",1,3,"RDU-MDW"],[4,10,15,1,"2018-10-15","AA",19805,"N758US",12339,"IND","IN",12892,"LAX","CA",1706,1706,0,0,0,0,"1700-1759",1840,1832,-8,0,0,-1,"1800-1859",0,0,1814,8,0,0,0,0,0,2018,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2018-10-15T21:06:00.000+0000",0,8,"IND-LAX"],[2,5,16,4,"2019-05-16","AA",19805,"N185UW",13487,"MSP","MN",11057,"CLT","NC",629,625,-4,0,0,-1,"0600-0659",1006,1014,8,8,0,0,"1000-1059",0,0,930,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-16T11:29:00.000+0000",4,-8,"MSP-CLT"],[4,12,6,4,"2018-12-06","UA",19977,"N87512",12266,"IAH","TX",14771,"SFO","CA",1209,1206,-3,0,0,-1,"1200-1259",1427,1425,-2,0,0,-1,"1400-1459",0,0,1635,7,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T18:09:00.000+0000",3,2,"IAH-SFO"],[2,5,3,5,"2019-05-03","AA",19805,"N992NN",14107,"PHX","AZ",11278,"DCA","VA",1255,1251,-4,0,0,-1,"1200-1259",2023,2014,-9,0,0,-1,"2000-2059",0,0,1979,8,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-03T19:55:00.000+0000",4,9,"PHX-DCA"],[4,12,6,4,"2018-12-06","UA",19977,"N16713",11042,"CLE","OH",14771,"SFO","CA",700,656,-4,0,0,-1,"0700-0759",932,924,-8,0,0,-1,"0900-0959",0,0,2161,9,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-12-06T12:00:00.000+0000",44,8,"CLE-SFO"],[2,5,13,1,"2019-05-13","AA",19805,"N820AW",11057,"CLT","NC",14730,"SDF","KY",1125,1120,-5,0,0,-1,"1100-1159",1251,1229,-22,0,0,-2,"1200-1259",0,0,335,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-13T15:25:00.000+0000",5,22,"CLT-SDF"],[4,12,6,4,"2018-12-06","UA",19977,"N818UA",12266,"IAH","TX",12953,"LGA","NY",1207,1157,-10,0,0,-1,"1200-1259",1630,1601,-29,0,0,-2,"1600-1659",0,0,1416,6,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T18:07:00.000+0000",50,29,"IAH-LGA"],[2,6,26,3,"2019-06-26","WN",19393,"N223WN",14679,"SAN","CA",12889,"LAS","NV",855,850,-5,0,0,-1,"0800-0859",1020,1000,-20,0,0,-2,"1000-1059",0,0,258,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-26T15:55:00.000+0000",5,20,"SAN-LAS"],[4,12,6,4,"2018-12-06","UA",19977,"N822UA",12266,"IAH","TX",10693,"BNA","TN",1420,1416,-4,0,0,-1,"1400-1459",1616,1600,-16,0,0,-2,"1600-1659",0,0,657,3,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T20:20:00.000+0000",4,16,"IAH-BNA"],[2,5,10,5,"2019-05-10","AA",19805,"N524UW",12892,"LAX","CA",14107,"PHX","AZ",1635,1634,-1,0,0,-1,"1600-1659",1801,1752,-9,0,0,-1,"1800-1859",0,0,370,2,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-10T23:35:00.000+0000",1,49,"LAX-PHX"],[4,10,3,3,"2018-10-03","AA",19805,"N912UY",14679,"SAN","CA",14107,"PHX","AZ",1926,1921,-5,0,0,-1,"1900-1959",2046,2031,-15,0,0,-1,"2000-2059",0,0,304,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-04T02:26:00.000+0000",5,15,"SAN-PHX"],[2,5,15,3,"2019-05-15","AA",19805,"N357PV",13930,"ORD","IL",14492,"RDU","NC",1211,1207,-4,0,0,-1,"1200-1259",1508,1458,-10,0,0,-1,"1500-1559",0,0,646,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-15T17:11:00.000+0000",4,50,"ORD-RDU"],[4,12,6,4,"2018-12-06","UA",19977,"N61882",10397,"ATL","GA",12264,"IAD","VA",955,948,-7,0,0,-1,"0900-0959",1134,1127,-7,0,0,-1,"1100-1159",0,0,534,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-06T14:55:00.000+0000",7,7,"ATL-IAD"],[2,5,9,4,"2019-05-09","AA",19805,"N9022G",15016,"STL","MO",13303,"MIA","FL",544,536,-8,0,0,-1,"0001-0559",934,940,6,6,0,0,"0900-0959",0,0,1068,5,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-09T10:44:00.000+0000",8,-6,"STL-MIA"],[4,10,31,3,"2018-10-31","AA",19805,"N519UW",14100,"PHL","PA",12892,"LAX","CA",1300,1258,-2,0,0,-1,"1300-1359",1545,1545,0,0,0,0,"1500-1559",0,0,2402,10,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-10-31T17:00:00.000+0000",42,0,"PHL-LAX"],[2,5,27,1,"2019-05-27","AA",19805,"N939AN",12953,"LGA","NY",13303,"MIA","FL",830,826,-4,0,0,-1,"0800-0859",1155,1122,-33,0,0,-2,"1100-1159",0,0,1096,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-27T12:30:00.000+0000",4,33,"LGA-MIA"],[4,10,31,3,"2018-10-31","AA",19805,"N815AW",14107,"PHX","AZ",14908,"SNA","CA",752,746,-6,0,0,-1,"0700-0759",911,922,11,11,0,0,"0900-0959",0,0,338,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-31T14:52:00.000+0000",6,-11,"PHX-SNA"],[2,5,31,5,"2019-05-31","AA",19805,"N733UW",10693,"BNA","TN",11057,"CLT","NC",951,944,-7,0,0,-1,"0900-0959",1225,1204,-21,0,0,-2,"1200-1259",0,0,328,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-31T14:51:00.000+0000",7,21,"BNA-CLT"],[4,10,18,4,"2018-10-18","AA",19805,"N981UY",14679,"SAN","CA",11298,"DFW","TX",1611,1602,-9,0,0,-1,"1600-1659",2109,2100,-9,0,0,-1,"2100-2159",0,0,1171,5,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-18T23:11:00.000+0000",9,9,"SAN-DFW"],[2,6,26,3,"2019-06-26","WN",19393,"N8520Q",15304,"TPA","FL",14492,"RDU","NC",650,649,-1,0,0,-1,"0600-0659",830,825,-5,0,0,-1,"0800-0859",0,0,587,3,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-06-26T10:50:00.000+0000",1,5,"TPA-RDU"],[4,10,18,4,"2018-10-18","UA",19977,"N893UA",13930,"ORD","IL",10785,"BTV","VT",1800,1754,-6,0,0,-1,"1800-1859",2104,2058,-6,0,0,-1,"2100-2159",0,0,763,4,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-18T23:00:00.000+0000",46,46,"ORD-BTV"],[2,6,27,4,"2019-06-27","WN",19393,"N460WN",10140,"ABQ","NM",12892,"LAX","CA",1015,1014,-1,0,0,-1,"1000-1059",1120,1107,-13,0,0,-1,"1100-1159",0,0,677,3,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-06-27T16:15:00.000+0000",1,13,"ABQ-LAX"],[4,10,18,4,"2018-10-18","UA",19977,"N456UA",11618,"EWR","NJ",10721,"BOS","MA",1330,1323,-7,0,0,-1,"1300-1359",1442,1424,-18,0,0,-2,"1400-1459",0,0,200,1,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-18T17:30:00.000+0000",7,18,"EWR-BOS"],[2,5,9,4,"2019-05-09","AA",19805,"N987NN",15016,"STL","MO",13930,"ORD","IL",700,659,-1,0,0,-1,"0700-0759",825,816,-9,0,0,-1,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-09T12:00:00.000+0000",41,9,"STL-ORD"],[4,12,5,3,"2018-12-05","UA",19977,"N41140",12758,"KOA","HI",12892,"LAX","CA",2135,2126,-9,0,0,-1,"2100-2159",453,436,-17,0,0,-2,"0001-0559",0,0,2504,11,0,0,0,0,0,2018,"PHKO","medium_airport","Ellison Onizuka Kona International At Keahole Airport",47,"NA","US","US-HI","Kailua/Kona","PHKO","KOA","KOA","-156.045603, 19.738783","Pacific/Honolulu","2018-12-06T07:35:00.000+0000",9,17,"KOA-LAX"],[2,5,26,7,"2019-05-26","AA",19805,"N961NN",15016,"STL","MO",13930,"ORD","IL",700,659,-1,0,0,-1,"0700-0759",825,819,-6,0,0,-1,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-26T12:00:00.000+0000",41,6,"STL-ORD"],[4,10,18,4,"2018-10-18","UA",19977,"N17245",14107,"PHX","AZ",11618,"EWR","NJ",615,608,-7,0,0,-1,"0600-0659",1400,1326,-34,0,0,-2,"1400-1459",0,0,2133,9,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-18T13:15:00.000+0000",7,74,"PHX-EWR"],[2,6,27,4,"2019-06-27","WN",19393,"N725SW",10800,"BUR","CA",11292,"DEN","CO",1740,1736,-4,0,0,-1,"1700-1759",2050,2051,1,1,0,0,"2000-2059",0,0,850,4,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-06-28T00:40:00.000+0000",4,-1,"BUR-DEN"],[4,12,5,3,"2018-12-05","UA",19977,"N37502",13830,"OGG","HI",12892,"LAX","CA",1343,1331,-12,0,0,-1,"1300-1359",2059,2059,0,0,0,0,"2000-2059",0,0,2486,10,0,0,0,0,0,2018,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2018-12-05T23:43:00.000+0000",12,0,"OGG-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N8539V",11259,"DAL","TX",11278,"DCA","VA",930,927,-3,0,0,-1,"0900-0959",1325,1322,-3,0,0,-1,"1300-1359",0,0,1184,5,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-06-27T14:30:00.000+0000",3,3,"DAL-DCA"],[4,10,18,4,"2018-10-18","UA",19977,"N32404",13204,"MCO","FL",12266,"IAH","TX",915,906,-9,0,0,-1,"0900-0959",1037,1028,-9,0,0,-1,"1000-1059",0,0,854,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-18T13:15:00.000+0000",9,9,"MCO-IAH"],[2,6,27,4,"2019-06-27","WN",19393,"N8318F",11259,"DAL","TX",14831,"SJC","CA",710,709,-1,0,0,-1,"0700-0759",840,839,-1,0,0,-1,"0800-0859",0,0,1450,6,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-06-27T12:10:00.000+0000",1,1,"DAL-SJC"],[4,12,5,3,"2018-12-05","UA",19977,"N815UA",10620,"BIL","MT",11292,"DEN","CO",1500,1452,-8,0,0,-1,"1500-1559",1622,1614,-8,0,0,-1,"1600-1659",0,0,455,2,0,0,0,0,0,2018,"KBIL","large_airport","Billings Logan International Airport",3652,"NA","US","US-MT","Billings","KBIL","BIL","BIL","-108.54299926757812, 45.807701110839844","America/Denver","2018-12-05T22:00:00.000+0000",48,8,"BIL-DEN"],[2,5,5,7,"2019-05-05","EV",20366,"N11184",11995,"GSO","NC",11618,"EWR","NJ",600,552,-8,0,0,-1,"0600-0659",744,718,-26,0,0,-2,"0700-0759",0,0,445,2,0,0,0,0,0,2019,"KGSO","large_airport","Piedmont Triad International Airport",925,"NA","US","US-NC","Greensboro","KGSO","GSO","GSO","-79.93730163574219, 36.097801208496094","America/New_York","2019-05-05T10:00:00.000+0000",48,26,"GSO-EWR"],[4,10,18,4,"2018-10-18","UA",19977,"N416UA",13487,"MSP","MN",13930,"ORD","IL",638,637,-1,0,0,-1,"0600-0659",805,800,-5,0,0,-1,"0800-0859",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T11:38:00.000+0000",1,5,"MSP-ORD"],[2,5,3,5,"2019-05-03","EV",20366,"N903EV",13930,"ORD","IL",15412,"TYS","TN",1750,1749,-1,0,0,-1,"1700-1759",2035,2024,-11,0,0,-1,"2000-2059",0,0,475,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-03T22:50:00.000+0000",1,11,"ORD-TYS"],[4,12,4,2,"2018-12-04","UA",19977,"N68822",11618,"EWR","NJ",11057,"CLT","NC",2155,2150,-5,0,0,-1,"2100-2159",2357,2350,-7,0,0,-1,"2300-2359",0,0,529,3,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-05T02:55:00.000+0000",5,7,"EWR-CLT"],[2,6,27,4,"2019-06-27","WN",19393,"N7863A",12339,"IND","IN",10397,"ATL","GA",805,803,-2,0,0,-1,"0800-0859",940,928,-12,0,0,-1,"0900-0959",0,0,432,2,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-06-27T12:05:00.000+0000",2,12,"IND-ATL"],[4,10,3,3,"2018-10-03","UA",19977,"N27421",10821,"BWI","MD",12892,"LAX","CA",526,524,-2,0,0,-1,"0001-0559",800,739,-21,0,0,-2,"0800-0859",0,0,2329,10,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-03T09:26:00.000+0000",2,61,"BWI-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N8533S",12889,"LAS","NV",14057,"PDX","OR",2130,2128,-2,0,0,-1,"2100-2159",2340,2338,-2,0,0,-1,"2300-2359",0,0,763,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-28T04:30:00.000+0000",2,2,"LAS-PDX"],[4,10,3,3,"2018-10-03","UA",19977,"N66893",14747,"SEA","WA",13930,"ORD","IL",1355,1346,-9,0,0,-1,"1300-1359",2001,1933,-28,0,0,-2,"2000-2059",0,0,1721,7,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-10-03T20:55:00.000+0000",9,68,"SEA-ORD"],[2,5,17,5,"2019-05-17","EV",20366,"N854AS",10874,"CAK","OH",13930,"ORD","IL",1415,1410,-5,0,0,-1,"1400-1459",1454,1442,-12,0,0,-1,"1400-1459",0,0,343,2,0,0,0,0,0,2019,"KCAK","medium_airport","Akron Canton Regional Airport",1228,"NA","US","US-OH","Akron","KCAK","CAK","CAK","-81.44219970703125, 40.916099548339844","America/New_York","2019-05-17T18:15:00.000+0000",5,12,"CAK-ORD"],[4,12,4,2,"2018-12-04","UA",19977,"N27733",12266,"IAH","TX",11278,"DCA","VA",800,749,-11,0,0,-1,"0800-0859",1151,1131,-20,0,0,-2,"1100-1159",0,0,1208,5,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-04T14:00:00.000+0000",51,20,"IAH-DCA"],[2,5,31,5,"2019-05-31","EV",20366,"N17984",14307,"PVD","RI",11618,"EWR","NJ",600,553,-7,0,0,-1,"0600-0659",720,710,-10,0,0,-1,"0700-0759",0,0,160,1,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-05-31T10:00:00.000+0000",47,10,"PVD-EWR"],[4,12,4,2,"2018-12-04","UA",19977,"N33266",14771,"SFO","CA",12892,"LAX","CA",1100,1059,-1,0,0,-1,"1100-1159",1236,1257,21,21,1,1,"1200-1259",0,0,337,2,0,0,21,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-04T19:00:00.000+0000",41,-21,"SFO-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N562WN",12953,"LGA","NY",11292,"DEN","CO",1425,1422,-3,0,0,-1,"1400-1459",1645,1608,-37,0,0,-2,"1600-1659",0,0,1620,7,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-27T18:25:00.000+0000",3,37,"LGA-DEN"],[4,10,3,3,"2018-10-03","UA",19977,"N69840",12264,"IAD","VA",12892,"LAX","CA",550,544,-6,0,0,-1,"0001-0559",826,817,-9,0,0,-1,"0800-0859",0,0,2288,10,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-10-03T09:50:00.000+0000",6,9,"IAD-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N7811F",12953,"LGA","NY",13495,"MSY","LA",1125,1124,-1,0,0,-1,"1100-1159",1340,1350,10,10,0,0,"1300-1359",0,0,1183,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-27T15:25:00.000+0000",1,-10,"LGA-MSY"],[4,12,4,2,"2018-12-04","UA",19977,"N76508",12264,"IAD","VA",13930,"ORD","IL",935,925,-10,0,0,-1,"0900-0959",1034,1029,-5,0,0,-1,"1000-1059",0,0,588,3,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-04T14:35:00.000+0000",10,5,"IAD-ORD"],[2,5,15,3,"2019-05-15","EV",20366,"N14203",12339,"IND","IN",12266,"IAH","TX",1714,1708,-6,0,0,-1,"1700-1759",1900,1837,-23,0,0,-2,"1900-1959",0,0,844,4,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-15T21:14:00.000+0000",6,63,"IND-IAH"],[4,12,4,2,"2018-12-04","UA",19977,"N510UA",11618,"EWR","NJ",14771,"SFO","CA",900,852,-8,0,0,-1,"0900-0959",1235,1231,-4,0,0,-1,"1200-1259",0,0,2565,11,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-04T14:00:00.000+0000",48,4,"EWR-SFO"],[2,5,29,3,"2019-05-29","EV",20366,"N14993",13422,"MOB","AL",12266,"IAH","TX",1835,1833,-2,0,0,-1,"1800-1859",2015,2011,-4,0,0,-1,"2000-2059",0,0,427,2,0,0,0,0,0,2019,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2019-05-29T23:35:00.000+0000",2,4,"MOB-IAH"],[4,12,4,2,"2018-12-04","UA",19977,"N68452",11618,"EWR","NJ",12266,"IAH","TX",1230,1227,-3,0,0,-1,"1200-1259",1522,1516,-6,0,0,-1,"1500-1559",0,0,1400,6,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-04T17:30:00.000+0000",3,6,"EWR-IAH"],[2,5,1,3,"2019-05-01","EV",20366,"N14902",11042,"CLE","OH",11618,"EWR","NJ",1343,1335,-8,0,0,-1,"1300-1359",1530,1508,-22,0,0,-2,"1500-1559",0,0,404,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-01T17:43:00.000+0000",8,22,"CLE-EWR"],[4,10,2,2,"2018-10-02","UA",19977,"N62892",12266,"IAH","TX",12889,"LAS","NV",2151,2147,-4,0,0,-1,"2100-2159",2301,2254,-7,0,0,-1,"2300-2359",0,0,1222,5,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-03T02:51:00.000+0000",4,47,"IAH-LAS"],[2,6,16,7,"2019-06-16","WN",19393,"N8318F",13830,"OGG","HI",13796,"OAK","CA",1345,1345,0,0,0,0,"1300-1359",2145,2205,20,20,1,1,"2100-2159",0,0,2349,10,0,0,20,0,0,2019,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2019-06-16T23:45:00.000+0000",0,-60,"OGG-OAK"],[4,12,4,2,"2018-12-04","UA",19977,"N39475",12264,"IAD","VA",13204,"MCO","FL",845,841,-4,0,0,-1,"0800-0859",1101,1102,1,1,0,0,"1100-1159",0,0,758,4,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-04T13:45:00.000+0000",4,-1,"IAD-MCO"],[2,6,16,7,"2019-06-16","WN",19393,"N8535S",14107,"PHX","AZ",13198,"MCI","MO",705,704,-1,0,0,-1,"0700-0759",1135,1126,-9,0,0,-1,"1100-1159",0,0,1044,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-16T14:05:00.000+0000",1,9,"PHX-MCI"],[4,12,4,2,"2018-12-04","UA",19977,"N54711",14908,"SNA","CA",13930,"ORD","IL",655,647,-8,0,0,-1,"0600-0659",1253,1236,-17,0,0,-2,"1200-1259",0,0,1726,7,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-04T14:55:00.000+0000",8,17,"SNA-ORD"],[2,6,16,7,"2019-06-16","WN",19393,"N217JC",14576,"ROC","NY",10821,"BWI","MD",605,600,-5,0,0,-1,"0600-0659",715,704,-11,0,0,-1,"0700-0759",0,0,277,2,0,0,0,0,0,2019,"KROC","large_airport","Greater Rochester International Airport",559,"NA","US","US-NY","Rochester","KROC","ROC","ROC","-77.67240142822266, 43.118900299072266","America/New_York","2019-06-16T10:05:00.000+0000",5,11,"ROC-BWI"],[4,10,6,6,"2018-10-06","WN",19393,"N415WN",14908,"SNA","CA",14831,"SJC","CA",900,859,-1,0,0,-1,"0900-0959",1015,1024,9,9,0,0,"1000-1059",0,0,342,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-10-06T16:00:00.000+0000",41,-9,"SNA-SJC"],[2,5,16,4,"2019-05-16","EV",20366,"N18557",13930,"ORD","IL",14574,"ROA","VA",1805,1802,-3,0,0,-1,"1800-1859",2102,2136,34,34,1,2,"2100-2159",0,0,530,3,0,0,34,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-16T23:05:00.000+0000",3,-34,"ORD-ROA"],[4,12,3,1,"2018-12-03","UA",19977,"N447UA",14747,"SEA","WA",12266,"IAH","TX",905,901,-4,0,0,-1,"0900-0959",1516,1505,-11,0,0,-1,"1500-1559",0,0,1874,8,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-12-03T17:05:00.000+0000",4,11,"SEA-IAH"],[2,6,16,7,"2019-06-16","WN",19393,"N8617E",14843,"SJU","PR",10821,"BWI","MD",615,615,0,0,0,0,"0600-0659",1025,1012,-13,0,0,-1,"1000-1059",0,0,1565,7,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-06-16T10:15:00.000+0000",0,13,"SJU-BWI"],[4,12,3,1,"2018-12-03","UA",19977,"N473UA",11433,"DTW","MI",13930,"ORD","IL",745,737,-8,0,0,-1,"0700-0759",805,746,-19,0,0,-2,"0800-0859",0,0,235,1,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-12-03T12:45:00.000+0000",8,59,"DTW-ORD"],[2,6,16,7,"2019-06-16","WN",19393,"N8637A",14843,"SJU","PR",13204,"MCO","FL",1350,1346,-4,0,0,-1,"1300-1359",1650,1647,-3,0,0,-1,"1600-1659",0,0,1189,5,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-06-16T17:50:00.000+0000",4,3,"SJU-MCO"],[4,10,7,7,"2018-10-07","WN",19393,"N8531Q",10397,"ATL","GA",12892,"LAX","CA",900,857,-3,0,0,-1,"0900-0959",1050,1031,-19,0,0,-2,"1000-1059",0,0,1947,8,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-07T13:00:00.000+0000",43,19,"ATL-LAX"],[2,5,6,1,"2019-05-06","EV",20366,"N13538",12266,"IAH","TX",12951,"LFT","LA",1825,1821,-4,0,0,-1,"1800-1859",1924,1921,-3,0,0,-1,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-06T23:25:00.000+0000",4,3,"IAH-LFT"],[4,12,3,1,"2018-12-03","UA",19977,"N849UA",11298,"DFW","TX",11292,"DEN","CO",2013,2002,-11,0,0,-1,"2000-2059",2115,2101,-14,0,0,-1,"2100-2159",0,0,641,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-04T02:13:00.000+0000",11,14,"DFW-DEN"],[2,6,23,7,"2019-06-23","WN",19393,"N248WN",10279,"AMA","TX",12889,"LAS","NV",1705,1703,-2,0,0,-1,"1700-1759",1710,1700,-10,0,0,-1,"1700-1759",0,0,758,4,0,0,0,0,0,2019,"KAMA","large_airport","Rick Husband Amarillo International Airport",3607,"NA","US","US-TX","Amarillo","KAMA","AMA","AMA","-101.706001, 35.219398","America/Chicago","2019-06-23T22:05:00.000+0000",2,10,"AMA-LAS"],[4,10,7,7,"2018-10-07","WN",19393,"N935WN",10423,"AUS","TX",11292,"DEN","CO",1205,1201,-4,0,0,-1,"1200-1259",1315,1258,-17,0,0,-2,"1300-1359",0,0,775,4,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-07T17:05:00.000+0000",4,57,"AUS-DEN"],[2,5,6,1,"2019-05-06","EV",20366,"N860AS",12266,"IAH","TX",15370,"TUL","OK",800,756,-4,0,0,-1,"0800-0859",933,935,2,2,0,0,"0900-0959",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-06T13:00:00.000+0000",44,-2,"IAH-TUL"],[4,10,14,7,"2018-10-14","WN",19393,"N567WN",14100,"PHL","PA",13204,"MCO","FL",620,618,-2,0,0,-1,"0600-0659",850,831,-19,0,0,-2,"0800-0859",0,0,861,4,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-10-14T10:20:00.000+0000",2,19,"PHL-MCO"],[2,5,11,6,"2019-05-11","EV",20366,"N16559",12266,"IAH","TX",15370,"TUL","OK",800,757,-3,0,0,-1,"0800-0859",933,923,-10,0,0,-1,"0900-0959",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-11T13:00:00.000+0000",43,10,"IAH-TUL"],[4,12,19,3,"2018-12-19","UA",19977,"N37462",12173,"HNL","HI",14771,"SFO","CA",1310,1305,-5,0,0,-1,"1300-1359",2011,2010,-1,0,0,-1,"2000-2059",0,0,2398,10,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-19T23:10:00.000+0000",5,1,"HNL-SFO"],[2,6,23,7,"2019-06-23","WN",19393,"N464WN",10821,"BWI","MD",11697,"FLL","FL",1315,1315,0,0,0,0,"1300-1359",1555,1542,-13,0,0,-1,"1500-1559",0,0,925,4,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-23T17:15:00.000+0000",0,13,"BWI-FLL"],[4,10,14,7,"2018-10-14","WN",19393,"N551WN",14193,"PNS","FL",12191,"HOU","TX",1120,1120,0,0,0,0,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,488,2,0,0,0,0,0,2018,"KPNS","medium_airport","Pensacola International Airport",121,"NA","US","US-FL","Pensacola","KPNS","PNS","PNS","-87.1866, 30.4734","America/Chicago","2018-10-14T16:20:00.000+0000",0,7,"PNS-HOU"],[2,5,28,2,"2019-05-28","EV",20366,"N13553",12266,"IAH","TX",13422,"MOB","AL",1635,1628,-7,0,0,-1,"1600-1659",1804,1747,-17,0,0,-2,"1800-1859",0,0,427,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-28T21:35:00.000+0000",7,57,"IAH-MOB"],[4,10,14,7,"2018-10-14","WN",19393,"N716SW",14683,"SAT","TX",10397,"ATL","GA",720,718,-2,0,0,-1,"0700-0759",1040,1018,-22,0,0,-2,"1000-1059",0,0,874,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-10-14T12:20:00.000+0000",2,22,"SAT-ATL"],[2,5,4,6,"2019-05-04","MQ",20398,"N831AE",11298,"DFW","TX",13244,"MEM","TN",830,826,-4,0,0,-1,"0800-0859",1003,957,-6,0,0,-1,"1000-1059",0,0,431,2,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-04T13:30:00.000+0000",4,46,"DFW-MEM"],[4,12,19,3,"2018-12-19","UA",19977,"N459UA",13930,"ORD","IL",14100,"PHL","PA",1415,1407,-8,0,0,-1,"1400-1459",1717,1709,-8,0,0,-1,"1700-1759",0,0,678,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-19T20:15:00.000+0000",8,8,"ORD-PHL"],[2,5,26,7,"2019-05-26","MQ",20398,"N619AE",11067,"CMI","IL",13930,"ORD","IL",1834,1826,-8,0,0,-1,"1800-1859",1939,1921,-18,0,0,-2,"1900-1959",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-05-26T23:34:00.000+0000",8,18,"CMI-ORD"],[4,10,14,7,"2018-10-14","WN",19393,"N233LV",14893,"SMF","CA",12889,"LAS","NV",1600,1554,-6,0,0,-1,"1600-1659",1720,1714,-6,0,0,-1,"1700-1759",0,0,397,2,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-10-14T23:00:00.000+0000",46,6,"SMF-LAS"],[2,5,31,5,"2019-05-31","MQ",20398,"N675AE",11067,"CMI","IL",13930,"ORD","IL",1834,1827,-7,0,0,-1,"1800-1859",1939,1932,-7,0,0,-1,"1900-1959",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-05-31T23:34:00.000+0000",7,7,"CMI-ORD"],[4,12,19,3,"2018-12-19","UA",19977,"N27477",11292,"DEN","CO",14747,"SEA","WA",1121,1120,-1,0,0,-1,"1100-1159",1327,1325,-2,0,0,-1,"1300-1359",0,0,1024,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T18:21:00.000+0000",1,2,"DEN-SEA"],[2,5,27,1,"2019-05-27","MQ",20398,"N848AE",11057,"CLT","NC",14783,"SGF","MO",1825,1820,-5,0,0,-1,"1800-1859",1949,2004,15,15,1,1,"1900-1959",0,0,708,3,0,0,15,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T22:25:00.000+0000",5,-55,"CLT-SGF"],[4,12,19,3,"2018-12-19","UA",19977,"N69838",11292,"DEN","CO",13930,"ORD","IL",655,649,-6,0,0,-1,"0600-0659",1017,1013,-4,0,0,-1,"1000-1059",0,0,888,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T13:55:00.000+0000",6,4,"DEN-ORD"],[2,5,12,7,"2019-05-12","MQ",20398,"N800AE",14783,"SGF","MO",11057,"CLT","NC",1517,1514,-3,0,0,-1,"1500-1559",1840,1807,-33,0,0,-2,"1800-1859",0,0,708,3,0,0,0,0,0,2019,"KSGF","large_airport","Springfield Branson National Airport",1268,"NA","US","US-MO","Springfield","KSGF","SGF","SGF","-93.38860321, 37.24570084","America/Chicago","2019-05-12T20:17:00.000+0000",3,33,"SGF-CLT"],[4,10,15,1,"2018-10-15","WN",19393,"N259WN",10713,"BOI","ID",11292,"DEN","CO",800,755,-5,0,0,-1,"0800-0859",945,936,-9,0,0,-1,"0900-0959",0,0,649,3,0,0,0,0,0,2018,"KBOI","large_airport","Boise Air Terminal/Gowen Field",2871,"NA","US","US-ID","Boise","KBOI","BOI","BOI","-116.223, 43.5644","America/Boise","2018-10-15T14:00:00.000+0000",45,9,"BOI-DEN"],[2,5,11,6,"2019-05-11","MQ",20398,"N807AE",12953,"LGA","NY",13931,"ORF","VA",1515,1508,-7,0,0,-1,"1500-1559",1645,1619,-26,0,0,-2,"1600-1659",0,0,296,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-11T19:15:00.000+0000",7,26,"LGA-ORF"],[4,12,18,2,"2018-12-18","UA",19977,"N827UA",13303,"MIA","FL",12266,"IAH","TX",1833,1818,-15,0,0,-1,"1800-1859",2017,2010,-7,0,0,-1,"2000-2059",0,0,964,4,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-18T23:33:00.000+0000",15,7,"MIA-IAH"],[2,5,7,2,"2019-05-07","MQ",20398,"N855AE",10990,"CHO","VA",11057,"CLT","NC",1953,1949,-4,0,0,-1,"1900-1959",2115,2105,-10,0,0,-1,"2100-2159",0,0,245,1,0,0,0,0,0,2019,"KCHO","medium_airport","Charlottesville Albemarle Airport",639,"NA","US","US-VA","Charlottesville","KCHO","CHO","CHO","-78.4529037475586, 38.13859939575195","America/New_York","2019-05-07T23:53:00.000+0000",4,10,"CHO-CLT"],[4,12,18,2,"2018-12-18","UA",19977,"N73251",14771,"SFO","CA",11278,"DCA","VA",1315,1311,-4,0,0,-1,"1300-1359",2121,2118,-3,0,0,-1,"2100-2159",0,0,2442,10,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-18T21:15:00.000+0000",4,3,"SFO-DCA"],[2,6,23,7,"2019-06-23","WN",19393,"N8618N",14679,"SAN","CA",10821,"BWI","MD",1200,1200,0,0,0,0,"1200-1259",2005,1936,-29,0,0,-2,"2000-2059",0,0,2295,10,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-23T19:00:00.000+0000",0,69,"SAN-BWI"],[4,12,18,2,"2018-12-18","UA",19977,"N73406",15304,"TPA","FL",12266,"IAH","TX",715,707,-8,0,0,-1,"0700-0759",833,827,-6,0,0,-1,"0800-0859",0,0,787,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-18T12:15:00.000+0000",8,6,"TPA-IAH"],[2,6,23,7,"2019-06-23","WN",19393,"N7818L",15016,"STL","MO",11259,"DAL","TX",655,655,0,0,0,0,"0600-0659",830,836,6,6,0,0,"0800-0859",0,0,546,3,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-23T11:55:00.000+0000",0,-6,"STL-DAL"],[4,10,15,1,"2018-10-15","WN",19393,"N749SW",10821,"BWI","MD",14492,"RDU","NC",820,817,-3,0,0,-1,"0800-0859",930,934,4,4,0,0,"0900-0959",0,0,255,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-15T12:20:00.000+0000",3,-4,"BWI-RDU"],[2,6,23,7,"2019-06-23","WN",19393,"N566WN",15304,"TPA","FL",13342,"MKE","WI",900,857,-3,0,0,-1,"0900-0959",1040,1035,-5,0,0,-1,"1000-1059",0,0,1075,5,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-06-23T13:00:00.000+0000",43,5,"TPA-MKE"],[4,10,15,1,"2018-10-15","WN",19393,"N564WN",11259,"DAL","TX",14683,"SAT","TX",600,600,0,0,0,0,"0600-0659",710,719,9,9,0,0,"0700-0759",0,0,247,1,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-10-15T11:00:00.000+0000",0,-9,"DAL-SAT"],[2,5,30,4,"2019-05-30","MQ",20398,"N928AE",11977,"GRB","WI",13930,"ORD","IL",957,947,-10,0,0,-1,"0900-0959",1109,1053,-16,0,0,-2,"1100-1159",0,0,174,1,0,0,0,0,0,2019,"KGRB","large_airport","Austin Straubel International Airport",695,"NA","US","US-WI","Green Bay","KGRB","GRB","GRB","-88.12960052490234, 44.48509979248047","America/Chicago","2019-05-30T14:57:00.000+0000",10,56,"GRB-ORD"],[4,10,15,1,"2018-10-15","WN",19393,"N928WN",11292,"DEN","CO",10529,"BDL","CT",1730,1730,0,0,0,0,"1700-1759",2305,2233,-32,0,0,-2,"2300-2359",0,0,1671,7,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-15T23:30:00.000+0000",0,72,"DEN-BDL"],[2,6,24,1,"2019-06-24","WN",19393,"N718SW",10397,"ATL","GA",13495,"MSY","LA",700,659,-1,0,0,-1,"0700-0759",725,721,-4,0,0,-1,"0700-0759",0,0,425,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-24T11:00:00.000+0000",41,4,"ATL-MSY"],[4,10,15,1,"2018-10-15","WN",19393,"N8634A",11292,"DEN","CO",13796,"OAK","CA",1805,1802,-3,0,0,-1,"1800-1859",1950,1940,-10,0,0,-1,"1900-1959",0,0,957,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-16T00:05:00.000+0000",3,10,"DEN-OAK"],[2,6,24,1,"2019-06-24","WN",19393,"N8507C",10693,"BNA","TN",11433,"DTW","MI",2150,2148,-2,0,0,-1,"2100-2159",25,6,-19,0,0,-2,"0001-0559",0,0,456,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-25T02:50:00.000+0000",2,19,"BNA-DTW"],[4,12,18,2,"2018-12-18","UA",19977,"N827UA",12266,"IAH","TX",11298,"DFW","TX",945,941,-4,0,0,-1,"0900-0959",1102,1054,-8,0,0,-1,"1100-1159",0,0,224,1,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-18T15:45:00.000+0000",4,48,"IAH-DFW"],[2,5,14,2,"2019-05-14","MQ",20398,"N528EG",11977,"GRB","WI",13930,"ORD","IL",620,616,-4,0,0,-1,"0600-0659",729,715,-14,0,0,-1,"0700-0759",0,0,174,1,0,0,0,0,0,2019,"KGRB","large_airport","Austin Straubel International Airport",695,"NA","US","US-WI","Green Bay","KGRB","GRB","GRB","-88.12960052490234, 44.48509979248047","America/Chicago","2019-05-14T11:20:00.000+0000",4,14,"GRB-ORD"],[4,12,18,2,"2018-12-18","UA",19977,"N467UA",13930,"ORD","IL",11278,"DCA","VA",1400,1351,-9,0,0,-1,"1400-1459",1701,1642,-19,0,0,-2,"1700-1759",0,0,612,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-18T20:00:00.000+0000",49,59,"ORD-DCA"],[2,6,24,1,"2019-06-24","WN",19393,"N748SW",10693,"BNA","TN",14492,"RDU","NC",700,658,-2,0,0,-1,"0700-0759",930,917,-13,0,0,-1,"0900-0959",0,0,442,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-24T12:00:00.000+0000",42,13,"BNA-RDU"],[4,10,15,1,"2018-10-15","WN",19393,"N8634A",12264,"IAD","VA",11292,"DEN","CO",1520,1513,-7,0,0,-1,"1500-1559",1715,1716,1,1,0,0,"1700-1759",0,0,1452,6,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-10-15T19:20:00.000+0000",7,-1,"IAD-DEN"],[2,5,11,6,"2019-05-11","MQ",20398,"N697AB",14524,"RIC","VA",13303,"MIA","FL",711,708,-3,0,0,-1,"0700-0759",945,943,-2,0,0,-1,"0900-0959",0,0,825,4,0,0,0,0,0,2019,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2019-05-11T11:11:00.000+0000",3,2,"RIC-MIA"],[4,12,18,2,"2018-12-18","UA",19977,"N69806",11292,"DEN","CO",14679,"SAN","CA",1920,1917,-3,0,0,-1,"1900-1959",2042,2027,-15,0,0,-1,"2000-2059",0,0,853,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T02:20:00.000+0000",3,15,"DEN-SAN"],[2,6,24,1,"2019-06-24","WN",19393,"N8609A",11278,"DCA","VA",13232,"MDW","IL",1650,1642,-8,0,0,-1,"1600-1659",1755,1729,-26,0,0,-2,"1700-1759",0,0,601,3,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-24T20:50:00.000+0000",8,26,"DCA-MDW"],[4,12,11,2,"2018-12-11","WN",19393,"N8548P",11292,"DEN","CO",14570,"RNO","NV",2205,2158,-7,0,0,-1,"2200-2259",2330,2308,-22,0,0,-2,"2300-2359",0,0,804,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-12T05:05:00.000+0000",47,22,"DEN-RNO"],[2,5,1,3,"2019-05-01","MQ",20398,"N826AE",12953,"LGA","NY",14524,"RIC","VA",1729,1718,-11,0,0,-1,"1700-1759",1857,1838,-19,0,0,-2,"1800-1859",0,0,292,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-01T21:29:00.000+0000",11,19,"LGA-RIC"],[4,10,17,3,"2018-10-17","WN",19393,"N767SW",13198,"MCI","MO",15016,"STL","MO",1410,1407,-3,0,0,-1,"1400-1459",1505,1500,-5,0,0,-1,"1500-1559",0,0,237,1,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-17T19:10:00.000+0000",3,5,"MCI-STL"],[2,5,9,4,"2019-05-09","MQ",20398,"N531EG",11996,"GSP","SC",13930,"ORD","IL",1031,1023,-8,0,0,-1,"1000-1059",1137,1111,-26,0,0,-2,"1100-1159",0,0,577,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-05-09T14:31:00.000+0000",8,26,"GSP-ORD"],[4,10,17,3,"2018-10-17","WN",19393,"N8633A",13204,"MCO","FL",15016,"STL","MO",1130,1130,0,0,0,0,"1100-1159",1255,1242,-13,0,0,-1,"1200-1259",0,0,882,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-17T15:30:00.000+0000",0,13,"MCO-STL"],[2,6,24,1,"2019-06-24","WN",19393,"N437WN",12889,"LAS","NV",10800,"BUR","CA",635,631,-4,0,0,-1,"0600-0659",735,730,-5,0,0,-1,"0700-0759",0,0,223,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-24T13:35:00.000+0000",4,5,"LAS-BUR"],[4,12,11,2,"2018-12-11","WN",19393,"N443WN",12339,"IND","IN",13198,"MCI","MO",745,740,-5,0,0,-1,"0700-0759",825,826,1,1,0,0,"0800-0859",0,0,451,2,0,0,0,0,0,2018,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2018-12-11T12:45:00.000+0000",5,-1,"IND-MCI"],[2,6,24,1,"2019-06-24","WN",19393,"N7865A",12889,"LAS","NV",14747,"SEA","WA",2155,2155,0,0,0,0,"2100-2159",20,19,-1,0,0,-1,"0001-0559",0,0,867,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-25T04:55:00.000+0000",0,1,"LAS-SEA"],[4,12,11,2,"2018-12-11","WN",19393,"N742SW",12892,"LAX","CA",13796,"OAK","CA",820,818,-2,0,0,-1,"0800-0859",940,938,-2,0,0,-1,"0900-0959",0,0,337,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-11T16:20:00.000+0000",2,2,"LAX-OAK"],[2,5,23,4,"2019-05-23","MQ",20398,"N821AE",11298,"DFW","TX",15401,"TXK","AR",1711,1705,-6,0,0,-1,"1700-1759",1810,1802,-8,0,0,-1,"1800-1859",0,0,181,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-23T22:11:00.000+0000",6,8,"DFW-TXK"],[4,10,17,3,"2018-10-17","WN",19393,"N793SA",13796,"OAK","CA",14679,"SAN","CA",1925,1925,0,0,0,0,"1900-1959",2050,2050,0,0,0,0,"2000-2059",0,0,446,2,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-18T02:25:00.000+0000",0,0,"OAK-SAN"],[2,6,10,1,"2019-06-10","AA",19805,"N905NN",13930,"ORD","IL",14100,"PHL","PA",819,818,-1,0,0,-1,"0800-0859",1124,1131,7,7,0,0,"1100-1159",0,0,678,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-10T13:19:00.000+0000",1,-7,"ORD-PHL"],[4,12,11,2,"2018-12-11","WN",19393,"N8709Q",13198,"MCI","MO",14107,"PHX","AZ",1855,1855,0,0,0,0,"1800-1859",2050,2047,-3,0,0,-1,"2000-2059",0,0,1044,5,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-12T00:55:00.000+0000",0,3,"MCI-PHX"],[2,6,30,7,"2019-06-30","AA",19805,"N927UW",14747,"SEA","WA",11057,"CLT","NC",8,6,-2,0,0,-1,"0001-0559",807,751,-16,0,0,-2,"0800-0859",0,0,2279,10,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-30T07:08:00.000+0000",2,56,"SEA-CLT"],[4,10,17,3,"2018-10-17","WN",19393,"N7831B",14831,"SJC","CA",10800,"BUR","CA",705,701,-4,0,0,-1,"0700-0759",805,803,-2,0,0,-1,"0800-0859",0,0,296,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T14:05:00.000+0000",4,2,"SJC-BUR"],[2,6,9,7,"2019-06-09","AA",19805,"N833AW",14107,"PHX","AZ",11423,"DSM","IA",840,834,-6,0,0,-1,"0800-0859",1328,1314,-14,0,0,-1,"1300-1359",0,0,1149,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-09T15:40:00.000+0000",6,14,"PHX-DSM"],[4,10,17,3,"2018-10-17","WN",19393,"N404WN",14831,"SJC","CA",12889,"LAS","NV",945,937,-8,0,0,-1,"0900-0959",1105,1059,-6,0,0,-1,"1100-1159",0,0,386,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T16:45:00.000+0000",8,46,"SJC-LAS"],[2,5,28,2,"2019-05-28","YX",20452,"N442YX",11278,"DCA","VA",13244,"MEM","TN",2000,1958,-2,0,0,-1,"2000-2059",2130,2131,1,1,0,0,"2100-2159",0,0,762,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-29T00:00:00.000+0000",42,-1,"DCA-MEM"],[4,10,17,3,"2018-10-17","WN",19393,"N484WN",14831,"SJC","CA",12892,"LAX","CA",1535,1532,-3,0,0,-1,"1500-1559",1655,1645,-10,0,0,-1,"1600-1659",0,0,308,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T22:35:00.000+0000",3,10,"SJC-LAX"],[2,5,28,2,"2019-05-28","YX",20452,"N443YX",14307,"PVD","RI",11278,"DCA","VA",1336,1329,-7,0,0,-1,"1300-1359",1513,1507,-6,0,0,-1,"1500-1559",0,0,356,2,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-05-28T17:36:00.000+0000",7,6,"PVD-DCA"],[4,10,17,3,"2018-10-17","WN",19393,"N567WN",14831,"SJC","CA",12892,"LAX","CA",1635,1632,-3,0,0,-1,"1600-1659",1755,1743,-12,0,0,-1,"1700-1759",0,0,308,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T23:35:00.000+0000",3,12,"SJC-LAX"],[2,5,20,1,"2019-05-20","YX",20452,"N101HQ",13198,"MCI","MO",11278,"DCA","VA",600,554,-6,0,0,-1,"0600-0659",929,909,-20,0,0,-2,"0900-0959",0,0,949,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-20T11:00:00.000+0000",46,20,"MCI-DCA"],[4,10,17,3,"2018-10-17","WN",19393,"N7858A",14831,"SJC","CA",14679,"SAN","CA",1510,1510,0,0,0,0,"1500-1559",1630,1627,-3,0,0,-1,"1600-1659",0,0,417,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T22:10:00.000+0000",0,3,"SJC-SAN"],[2,6,14,5,"2019-06-14","AA",19805,"N819AW",14307,"PVD","RI",11057,"CLT","NC",1011,1009,-2,0,0,-1,"1000-1059",1223,1220,-3,0,0,-1,"1200-1259",0,0,683,3,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-14T14:11:00.000+0000",2,3,"PVD-CLT"],[4,12,11,2,"2018-12-11","WN",19393,"N400WN",14107,"PHX","AZ",10140,"ABQ","NM",2230,2228,-2,0,0,-1,"2200-2259",2335,2326,-9,0,0,-1,"2300-2359",0,0,328,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-12T05:30:00.000+0000",2,9,"PHX-ABQ"],[2,5,24,5,"2019-05-24","YX",20452,"N443YX",13495,"MSY","LA",13303,"MIA","FL",1558,1555,-3,0,0,-1,"1500-1559",1855,1851,-4,0,0,-1,"1800-1859",0,0,675,3,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-24T20:58:00.000+0000",3,4,"MSY-MIA"],[4,12,11,2,"2018-12-11","WN",19393,"N8655D",14107,"PHX","AZ",13198,"MCI","MO",700,659,-1,0,0,-1,"0700-0759",1025,1015,-10,0,0,-1,"1000-1059",0,0,1044,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-11T14:00:00.000+0000",41,10,"PHX-MCI"],[2,5,4,6,"2019-05-04","YX",20452,"N431YX",10693,"BNA","TN",12953,"LGA","NY",746,741,-5,0,0,-1,"0700-0759",1104,1103,-1,0,0,-1,"1100-1159",0,0,764,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-04T12:46:00.000+0000",5,1,"BNA-LGA"],[4,12,11,2,"2018-12-11","WN",19393,"N557WN",14122,"PIT","PA",10821,"BWI","MD",610,610,0,0,0,0,"0600-0659",720,709,-11,0,0,-1,"0700-0759",0,0,210,1,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-12-11T11:10:00.000+0000",0,11,"PIT-BWI"],[2,6,4,2,"2019-06-04","AA",19805,"N125UW",11057,"CLT","NC",14122,"PIT","PA",1635,1629,-6,0,0,-1,"1600-1659",1807,1747,-20,0,0,-2,"1800-1859",0,0,366,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-04T20:35:00.000+0000",6,60,"CLT-PIT"],[4,10,16,2,"2018-10-16","WN",19393,"N764SW",12896,"LBB","TX",12889,"LAS","NV",1510,1510,0,0,0,0,"1500-1559",1520,1512,-8,0,0,-1,"1500-1559",0,0,775,4,0,0,0,0,0,2018,"KLBB","large_airport","Lubbock Preston Smith International Airport",3282,"NA","US","US-TX","Lubbock","KLBB","LBB","LBB","-101.822998, 33.663601","America/Chicago","2018-10-16T20:10:00.000+0000",0,8,"LBB-LAS"],[2,6,26,3,"2019-06-26","AA",19805,"N818AW",15016,"STL","MO",14100,"PHL","PA",850,844,-6,0,0,-1,"0800-0859",1209,1150,-19,0,0,-2,"1200-1259",0,0,814,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-26T13:50:00.000+0000",6,59,"STL-PHL"],[4,10,16,2,"2018-10-16","WN",19393,"N232WN",13204,"MCO","FL",14100,"PHL","PA",740,739,-1,0,0,-1,"0700-0759",1005,945,-20,0,0,-2,"1000-1059",0,0,861,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-16T11:40:00.000+0000",1,60,"MCO-PHL"],[2,5,21,2,"2019-05-21","YX",20452,"N101HQ",11066,"CMH","OH",11278,"DCA","VA",544,541,-3,0,0,-1,"0001-0559",657,652,-5,0,0,-1,"0600-0659",0,0,323,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-21T09:44:00.000+0000",3,5,"CMH-DCA"],[4,12,16,7,"2018-12-16","WN",19393,"N499WN",11259,"DAL","TX",12191,"HOU","TX",1500,1456,-4,0,0,-1,"1500-1559",1610,1626,16,16,1,1,"1600-1659",0,0,239,1,0,0,16,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-16T21:00:00.000+0000",44,-16,"DAL-HOU"],[2,6,10,1,"2019-06-10","AA",19805,"N112US",11278,"DCA","VA",13204,"MCO","FL",1137,1136,-1,0,0,-1,"1100-1159",1357,1340,-17,0,0,-2,"1300-1359",0,0,759,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-10T15:37:00.000+0000",1,17,"DCA-MCO"],[4,12,16,7,"2018-12-16","WN",19393,"N8718Q",11259,"DAL","TX",12896,"LBB","TX",845,840,-5,0,0,-1,"0800-0859",955,950,-5,0,0,-1,"0900-0959",0,0,293,2,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-16T14:45:00.000+0000",5,5,"DAL-LBB"],[2,6,17,1,"2019-06-17","AA",19805,"N753US",11057,"CLT","NC",12953,"LGA","NY",2209,2207,-2,0,0,-1,"2200-2259",2355,2359,4,4,0,0,"2300-2359",0,0,544,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-18T02:09:00.000+0000",2,-4,"CLT-LGA"],[4,10,16,2,"2018-10-16","WN",19393,"N464WN",13495,"MSY","LA",13232,"MDW","IL",1510,1504,-6,0,0,-1,"1500-1559",1725,1710,-15,0,0,-1,"1700-1759",0,0,825,4,0,0,0,0,0,2018,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2018-10-16T20:10:00.000+0000",6,15,"MSY-MDW"],[2,5,12,7,"2019-05-12","YX",20452,"N422YX",12953,"LGA","NY",15919,"XNA","AR",1340,1333,-7,0,0,-1,"1300-1359",1551,1611,20,20,1,1,"1500-1559",0,0,1147,5,0,0,20,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-12T17:40:00.000+0000",7,-60,"LGA-XNA"],[4,12,16,7,"2018-12-16","WN",19393,"N8693A",11292,"DEN","CO",13204,"MCO","FL",1500,1500,0,0,0,0,"1500-1559",2020,2007,-13,0,0,-1,"2000-2059",0,0,1546,7,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-16T22:00:00.000+0000",0,13,"DEN-MCO"],[2,5,20,1,"2019-05-20","YX",20452,"N425YX",12953,"LGA","NY",14100,"PHL","PA",1300,1259,-1,0,0,-1,"1300-1359",1415,1359,-16,0,0,-2,"1400-1459",0,0,96,1,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-20T17:00:00.000+0000",41,56,"LGA-PHL"],[4,12,16,7,"2018-12-16","WN",19393,"N7701B",12191,"HOU","TX",14193,"PNS","FL",1710,1706,-4,0,0,-1,"1700-1759",1835,1822,-13,0,0,-1,"1800-1859",0,0,488,2,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-16T23:10:00.000+0000",4,13,"HOU-PNS"],[2,5,26,7,"2019-05-26","YX",20452,"N131HQ",11278,"DCA","VA",14027,"PBI","FL",1200,1147,-13,0,0,-1,"1200-1259",1437,1422,-15,0,0,-1,"1400-1459",0,0,857,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-26T16:00:00.000+0000",53,15,"DCA-PBI"],[4,10,16,2,"2018-10-16","WN",19393,"N461WN",14570,"RNO","NV",14679,"SAN","CA",625,625,0,0,0,0,"0600-0659",755,740,-15,0,0,-1,"0700-0759",0,0,488,2,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-16T13:25:00.000+0000",0,15,"RNO-SAN"],[2,5,25,6,"2019-05-25","YX",20452,"N136HQ",14027,"PBI","FL",11278,"DCA","VA",1555,1548,-7,0,0,-1,"1500-1559",1825,1809,-16,0,0,-2,"1800-1859",0,0,857,4,0,0,0,0,0,2019,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2019-05-25T19:55:00.000+0000",7,16,"PBI-DCA"],[4,10,16,2,"2018-10-16","WN",19393,"N8626B",14679,"SAN","CA",13198,"MCI","MO",1710,1705,-5,0,0,-1,"1700-1759",2215,2151,-24,0,0,-2,"2200-2259",0,0,1334,6,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-17T00:10:00.000+0000",5,64,"SAN-MCI"],[2,5,9,4,"2019-05-09","YX",20452,"N133HQ",11423,"DSM","IA",14100,"PHL","PA",601,553,-8,0,0,-1,"0600-0659",941,944,3,3,0,0,"0900-0959",0,0,972,4,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-05-09T11:01:00.000+0000",48,-3,"DSM-PHL"],[4,12,16,7,"2018-12-16","WN",19393,"N258WN",12992,"LIT","AR",11259,"DAL","TX",605,602,-3,0,0,-1,"0600-0659",715,717,2,2,0,0,"0700-0759",0,0,296,2,0,0,0,0,0,2018,"KLIT","large_airport","Bill & Hillary Clinton National Airport/Adams Field",262,"NA","US","US-AR","Little Rock","KLIT","LIT","LIT","-92.2242965698, 34.729400634799994","America/Chicago","2018-12-16T12:05:00.000+0000",3,-2,"LIT-DAL"],[2,5,27,1,"2019-05-27","YX",20452,"N119HQ",10693,"BNA","TN",11278,"DCA","VA",1012,1010,-2,0,0,-1,"1000-1059",1258,1237,-21,0,0,-2,"1200-1259",0,0,562,3,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-27T15:12:00.000+0000",2,21,"BNA-DCA"],[4,10,16,2,"2018-10-16","WN",19393,"N567WN",15304,"TPA","FL",11697,"FLL","FL",1345,1342,-3,0,0,-1,"1300-1359",1445,1429,-16,0,0,-2,"1400-1459",0,0,197,1,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-16T17:45:00.000+0000",3,16,"TPA-FLL"],[2,5,15,3,"2019-05-15","YX",20452,"N419YX",10529,"BDL","CT",14100,"PHL","PA",1441,1435,-6,0,0,-1,"1400-1459",1610,1551,-19,0,0,-2,"1600-1659",0,0,196,1,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-05-15T18:41:00.000+0000",6,59,"BDL-PHL"],[4,10,17,3,"2018-10-17","WN",19393,"N219WN",10279,"AMA","TX",11259,"DAL","TX",1615,1610,-5,0,0,-1,"1600-1659",1720,1720,0,0,0,0,"1700-1759",0,0,323,2,0,0,0,0,0,2018,"KAMA","large_airport","Rick Husband Amarillo International Airport",3607,"NA","US","US-TX","Amarillo","KAMA","AMA","AMA","-101.706001, 35.219398","America/Chicago","2018-10-17T21:15:00.000+0000",5,0,"AMA-DAL"],[2,5,26,7,"2019-05-26","YX",20452,"N426YX",13303,"MIA","FL",10994,"CHS","SC",2144,2142,-2,0,0,-1,"2100-2159",2329,2345,16,16,1,1,"2300-2359",0,0,489,2,0,0,16,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-27T01:44:00.000+0000",2,-16,"MIA-CHS"],[4,12,16,7,"2018-12-16","WN",19393,"N733SA",14027,"PBI","FL",10821,"BWI","MD",720,714,-6,0,0,-1,"0700-0759",940,921,-19,0,0,-2,"0900-0959",0,0,883,4,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-12-16T12:20:00.000+0000",6,19,"PBI-BWI"],[2,5,10,5,"2019-05-10","YX",20452,"N407YX",13303,"MIA","FL",12953,"LGA","NY",651,651,0,0,0,0,"0600-0659",953,1001,8,8,0,0,"0900-0959",0,0,1096,5,0,0,0,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-10T10:51:00.000+0000",0,-48,"MIA-LGA"],[4,10,17,3,"2018-10-17","WN",19393,"N7708E",10423,"AUS","TX",12892,"LAX","CA",2200,2155,-5,0,0,-1,"2200-2259",2315,2255,-20,0,0,-2,"2300-2359",0,0,1242,5,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-18T03:00:00.000+0000",45,60,"AUS-LAX"],[2,6,15,6,"2019-06-15","AA",19805,"N971NN",10423,"AUS","TX",11298,"DFW","TX",715,712,-3,0,0,-1,"0700-0759",824,816,-8,0,0,-1,"0800-0859",0,0,190,1,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-06-15T12:15:00.000+0000",3,8,"AUS-DFW"],[4,10,17,3,"2018-10-17","WN",19393,"N782SA",10599,"BHM","AL",12191,"HOU","TX",550,547,-3,0,0,-1,"0001-0559",735,733,-2,0,0,-1,"0700-0759",0,0,570,3,0,0,0,0,0,2018,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2018-10-17T10:50:00.000+0000",3,2,"BHM-HOU"],[2,5,27,1,"2019-05-27","YX",20452,"N135HQ",11057,"CLT","NC",12124,"HHH","SC",918,910,-8,0,0,-1,"0900-0959",1023,1009,-14,0,0,-1,"1000-1059",0,0,207,1,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T13:18:00.000+0000",8,14,"CLT-HHH"],[4,12,16,7,"2018-12-16","WN",19393,"N7832A",14679,"SAN","CA",10140,"ABQ","NM",935,932,-3,0,0,-1,"0900-0959",1215,1207,-8,0,0,-1,"1200-1259",0,0,628,3,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-16T17:35:00.000+0000",3,8,"SAN-ABQ"],[2,6,21,5,"2019-06-21","AA",19805,"N604AW",14307,"PVD","RI",11057,"CLT","NC",558,558,0,0,0,0,"0001-0559",810,804,-6,0,0,-1,"0800-0859",0,0,683,3,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-21T09:58:00.000+0000",0,6,"PVD-CLT"],[4,10,17,3,"2018-10-17","WN",19393,"N8571Z",10821,"BWI","MD",10792,"BUF","NY",1600,1558,-2,0,0,-1,"1600-1659",1705,1716,11,11,0,0,"1700-1759",0,0,281,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-17T20:00:00.000+0000",42,-11,"BWI-BUF"],[2,6,23,7,"2019-06-23","AA",19805,"N713UW",14122,"PIT","PA",11057,"CLT","NC",704,700,-4,0,0,-1,"0700-0759",835,830,-5,0,0,-1,"0800-0859",0,0,366,2,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-06-23T11:04:00.000+0000",4,5,"PIT-CLT"],[4,12,16,7,"2018-12-16","WN",19393,"N7860A",14908,"SNA","CA",14893,"SMF","CA",1010,1009,-1,0,0,-1,"1000-1059",1135,1127,-8,0,0,-1,"1100-1159",0,0,404,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-16T18:10:00.000+0000",1,8,"SNA-SMF"],[2,6,17,1,"2019-06-17","AA",19805,"N601AW",11057,"CLT","NC",12953,"LGA","NY",1618,1613,-5,0,0,-1,"1600-1659",1817,1807,-10,0,0,-1,"1800-1859",0,0,544,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-17T20:18:00.000+0000",5,10,"CLT-LGA"],[4,10,9,2,"2018-10-09","YV",20378,"N243LR",14107,"PHX","AZ",13796,"OAK","CA",720,716,-4,0,0,-1,"0700-0759",916,918,2,2,0,0,"0900-0959",0,0,646,3,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-09T14:20:00.000+0000",4,-2,"PHX-OAK"],[2,5,13,1,"2019-05-13","OO",20304,"N875AS",10397,"ATL","GA",14696,"SBN","IN",951,951,0,0,0,0,"0900-0959",1147,1144,-3,0,0,-1,"1100-1159",0,0,566,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-13T13:51:00.000+0000",0,3,"ATL-SBN"],[4,12,17,1,"2018-12-17","WN",19393,"N915WN",10140,"ABQ","NM",11259,"DAL","TX",1800,1755,-5,0,0,-1,"1800-1859",2035,2026,-9,0,0,-1,"2000-2059",0,0,580,3,0,0,0,0,0,2018,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2018-12-18T01:00:00.000+0000",45,9,"ABQ-DAL"],[2,5,13,1,"2019-05-13","OO",20304,"N820SK",10397,"ATL","GA",10781,"BTR","LA",1805,1804,-1,0,0,-1,"1800-1859",1845,1836,-9,0,0,-1,"1800-1859",0,0,448,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-13T22:05:00.000+0000",1,9,"ATL-BTR"],[4,12,17,1,"2018-12-17","WN",19393,"N765SW",10397,"ATL","GA",10693,"BNA","TN",1035,1027,-8,0,0,-1,"1000-1059",1045,1031,-14,0,0,-1,"1000-1059",0,0,214,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T15:35:00.000+0000",8,14,"ATL-BNA"],[2,6,4,2,"2019-06-04","AA",19805,"N809AW",11057,"CLT","NC",14635,"RSW","FL",740,737,-3,0,0,-1,"0700-0759",932,1020,48,48,1,3,"0900-0959",0,0,600,3,0,0,48,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-04T11:40:00.000+0000",3,-88,"CLT-RSW"],[4,12,17,1,"2018-12-17","WN",19393,"N785SW",10397,"ATL","GA",11066,"CMH","OH",915,914,-1,0,0,-1,"0900-0959",1045,1045,0,0,0,0,"1000-1059",0,0,447,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T14:15:00.000+0000",1,0,"ATL-CMH"],[2,5,13,1,"2019-05-13","OO",20304,"N832SK",13871,"OMA","NE",11433,"DTW","MI",1356,1354,-2,0,0,-1,"1300-1359",1658,1646,-12,0,0,-1,"1600-1659",0,0,651,3,0,0,0,0,0,2019,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2019-05-13T18:56:00.000+0000",2,12,"OMA-DTW"],[4,12,17,1,"2018-12-17","WN",19393,"N7812G",10397,"ATL","GA",15304,"TPA","FL",1135,1135,0,0,0,0,"1100-1159",1305,1250,-15,0,0,-1,"1300-1359",0,0,406,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T16:35:00.000+0000",0,55,"ATL-TPA"],[2,5,1,3,"2019-05-01","OH",20397,"N510AE",11278,"DCA","VA",11433,"DTW","MI",1459,1453,-6,0,0,-1,"1400-1459",1638,1650,12,12,0,0,"1600-1659",0,0,405,2,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-01T18:59:00.000+0000",6,-12,"DCA-DTW"],[4,12,13,4,"2018-12-13","WN",19393,"N8305E",10423,"AUS","TX",14771,"SFO","CA",1930,1926,-4,0,0,-1,"1900-1959",2130,2118,-12,0,0,-1,"2100-2159",0,0,1504,7,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-12-14T01:30:00.000+0000",4,12,"AUS-SFO"],[2,5,26,7,"2019-05-26","OH",20397,"N501BG",11057,"CLT","NC",10431,"AVL","NC",945,939,-6,0,0,-1,"0900-0959",1051,1033,-18,0,0,-2,"1000-1059",0,0,91,1,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-26T13:45:00.000+0000",6,18,"CLT-AVL"],[4,10,3,3,"2018-10-03","YV",20378,"N918FJ",10599,"BHM","AL",11298,"DFW","TX",607,559,-8,0,0,-1,"0600-0659",810,755,-15,0,0,-1,"0800-0859",0,0,597,3,0,0,0,0,0,2018,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2018-10-03T11:07:00.000+0000",48,55,"BHM-DFW"],[2,5,13,1,"2019-05-13","OH",20397,"N586NN",11267,"DAY","OH",11057,"CLT","NC",910,905,-5,0,0,-1,"0900-0959",1051,1034,-17,0,0,-2,"1000-1059",0,0,370,2,0,0,0,0,0,2019,"KDAY","large_airport","James M Cox Dayton International Airport",1009,"NA","US","US-OH","Dayton","KDAY","DAY","DAY","-84.21939849853516, 39.902400970458984","America/New_York","2019-05-13T13:10:00.000+0000",5,17,"DAY-CLT"],[4,12,13,4,"2018-12-13","WN",19393,"N562WN",11618,"EWR","NJ",13204,"MCO","FL",640,636,-4,0,0,-1,"0600-0659",935,916,-19,0,0,-2,"0900-0959",0,0,937,4,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-13T11:40:00.000+0000",4,19,"EWR-MCO"],[2,5,9,4,"2019-05-09","OH",20397,"N571NN",11057,"CLT","NC",15370,"TUL","OK",1315,1314,-1,0,0,-1,"1300-1359",1446,1450,4,4,0,0,"1400-1459",0,0,842,4,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-09T17:15:00.000+0000",1,-4,"CLT-TUL"],[4,10,11,4,"2018-10-11","YV",20378,"N935LR",11298,"DFW","TX",12217,"HSV","AL",1645,1642,-3,0,0,-1,"1600-1659",1832,1823,-9,0,0,-1,"1800-1859",0,0,603,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-11T21:45:00.000+0000",3,9,"DFW-HSV"],[2,6,27,4,"2019-06-27","MQ",20398,"N858AE",13930,"ORD","IL",12511,"JLN","MO",1200,1154,-6,0,0,-1,"1200-1259",1341,1333,-8,0,0,-1,"1300-1359",0,0,484,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-27T17:00:00.000+0000",46,8,"ORD-JLN"],[4,12,13,4,"2018-12-13","WN",19393,"N7731A",12892,"LAX","CA",14831,"SJC","CA",1925,1923,-2,0,0,-1,"1900-1959",2035,2026,-9,0,0,-1,"2000-2059",0,0,308,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-14T03:25:00.000+0000",2,9,"LAX-SJC"],[2,5,7,2,"2019-05-07","OH",20397,"N571NN",11057,"CLT","NC",11953,"GNV","FL",1329,1324,-5,0,0,-1,"1300-1359",1458,1454,-4,0,0,-1,"1400-1459",0,0,388,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-07T17:29:00.000+0000",5,4,"CLT-GNV"],[4,10,12,5,"2018-10-12","YV",20378,"N503MJ",11193,"CVG","KY",12264,"IAD","VA",1445,1442,-3,0,0,-1,"1400-1459",1614,1557,-17,0,0,-2,"1600-1659",0,0,388,2,0,0,0,0,0,2018,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2018-10-12T18:45:00.000+0000",3,57,"CVG-IAD"],[2,6,24,1,"2019-06-24","MQ",20398,"N844AE",13930,"ORD","IL",11067,"CMI","IL",840,840,0,0,0,0,"0800-0859",939,935,-4,0,0,-1,"0900-0959",0,0,135,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-24T13:40:00.000+0000",0,4,"ORD-CMI"],[4,12,13,4,"2018-12-13","WN",19393,"N569WN",13232,"MDW","IL",13796,"OAK","CA",1905,1905,0,0,0,0,"1900-1959",2155,2117,-38,0,0,-2,"2100-2159",0,0,1844,8,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-12-14T01:05:00.000+0000",0,38,"MDW-OAK"],[2,6,18,2,"2019-06-18","MQ",20398,"N855AE",13377,"MLU","LA",11298,"DFW","TX",1623,1621,-2,0,0,-1,"1600-1659",1750,1737,-13,0,0,-1,"1700-1759",0,0,293,2,0,0,0,0,0,2019,"KMLU","large_airport","Monroe Regional Airport",79,"NA","US","US-LA","Monroe","KMLU","MLU","MLU","-92.0376968383789, 32.51089859008789","America/Chicago","2019-06-18T21:23:00.000+0000",2,13,"MLU-DFW"],[4,12,13,4,"2018-12-13","WN",19393,"N446WN",13871,"OMA","NE",14107,"PHX","AZ",1430,1429,-1,0,0,-1,"1400-1459",1625,1556,-29,0,0,-2,"1600-1659",0,0,1037,5,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-13T20:30:00.000+0000",1,69,"OMA-PHX"],[2,6,25,2,"2019-06-25","MQ",20398,"N234JW",11278,"DCA","VA",15919,"XNA","AR",1711,1705,-6,0,0,-1,"1700-1759",1854,1851,-3,0,0,-1,"1800-1859",0,0,963,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-25T21:11:00.000+0000",6,3,"DCA-XNA"],[4,10,12,5,"2018-10-12","EV",20366,"N611QX",11980,"GRI","NE",11298,"DFW","TX",605,559,-6,0,0,-1,"0600-0659",753,740,-13,0,0,-1,"0700-0759",0,0,561,3,0,0,0,0,0,2018,"KGRI","medium_airport","Central Nebraska Regional Airport",1847,"NA","US","US-NE","Grand Island","KGRI","GRI","GRI","-98.30960083007812, 40.967498779296875","America/Chicago","2018-10-12T11:05:00.000+0000",46,13,"GRI-DFW"],[2,6,8,6,"2019-06-08","MQ",20398,"N251NN",13930,"ORD","IL",11624,"EYW","FL",825,825,0,0,0,0,"0800-0859",1249,1247,-2,0,0,-1,"1200-1259",0,0,1251,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-08T13:25:00.000+0000",0,2,"ORD-EYW"],[4,12,13,4,"2018-12-13","WN",19393,"N745SW",14107,"PHX","AZ",13891,"ONT","CA",1705,1701,-4,0,0,-1,"1700-1759",1710,1659,-11,0,0,-1,"1700-1759",0,0,325,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-14T00:05:00.000+0000",4,51,"PHX-ONT"],[2,6,4,2,"2019-06-04","MQ",20398,"N685AE",11612,"EVV","IN",13930,"ORD","IL",1736,1731,-5,0,0,-1,"1700-1759",1914,1851,-23,0,0,-2,"1900-1959",0,0,272,2,0,0,0,0,0,2019,"KEVV","medium_airport","Evansville Regional Airport",418,"NA","US","US-IN","Evansville","KEVV","EVV","EVV","-87.5324020386, 38.0369987488","America/Chicago","2019-06-04T22:36:00.000+0000",5,63,"EVV-ORD"],[4,12,13,4,"2018-12-13","WN",19393,"N8671D",14107,"PHX","AZ",14100,"PHL","PA",1120,1113,-7,0,0,-1,"1100-1159",1745,1748,3,3,0,0,"1700-1759",0,0,2075,9,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-13T18:20:00.000+0000",7,-3,"PHX-PHL"],[2,6,26,3,"2019-06-26","MQ",20398,"N529EA",13930,"ORD","IL",11066,"CMH","OH",725,722,-3,0,0,-1,"0700-0759",945,923,-22,0,0,-2,"0900-0959",0,0,296,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-26T12:25:00.000+0000",3,22,"ORD-CMH"],[4,12,13,4,"2018-12-13","WN",19393,"N261WN",14683,"SAT","TX",10693,"BNA","TN",1855,1852,-3,0,0,-1,"1800-1859",2100,2044,-16,0,0,-2,"2100-2159",0,0,822,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-12-14T00:55:00.000+0000",3,56,"SAT-BNA"],[2,6,8,6,"2019-06-08","MQ",20398,"N831AE",11067,"CMI","IL",11298,"DFW","TX",1555,1548,-7,0,0,-1,"1500-1559",1810,1745,-25,0,0,-2,"1800-1859",0,0,692,3,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-06-08T20:55:00.000+0000",7,65,"CMI-DFW"],[4,10,16,2,"2018-10-16","EV",20366,"N15912",12266,"IAH","TX",10185,"AEX","LA",2130,2129,-1,0,0,-1,"2100-2159",2230,2225,-5,0,0,-1,"2200-2259",0,0,190,1,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-17T02:30:00.000+0000",1,5,"IAH-AEX"],[2,5,15,3,"2019-05-15","OH",20397,"N530EA",13485,"MSN","WI",14100,"PHL","PA",600,552,-8,0,0,-1,"0600-0659",913,916,3,3,0,0,"0900-0959",0,0,764,4,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-05-15T11:00:00.000+0000",48,-3,"MSN-PHL"],[4,10,31,3,"2018-10-31","EV",20366,"N12172",12266,"IAH","TX",11146,"CRW","WV",1830,1825,-5,0,0,-1,"1800-1859",2200,2159,-1,0,0,-1,"2200-2259",0,0,975,4,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-31T23:30:00.000+0000",5,41,"IAH-CRW"],[2,5,1,3,"2019-05-01","OH",20397,"N539EA",11996,"GSP","SC",14100,"PHL","PA",743,736,-7,0,0,-1,"0700-0759",930,916,-14,0,0,-1,"0900-0959",0,0,515,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-05-01T11:43:00.000+0000",7,14,"GSP-PHL"],[4,10,8,1,"2018-10-08","EV",20366,"N12135",12266,"IAH","TX",10747,"BRO","TX",1225,1216,-9,0,0,-1,"1200-1259",1342,1333,-9,0,0,-1,"1300-1359",0,0,308,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-08T17:25:00.000+0000",9,9,"IAH-BRO"],[2,5,3,5,"2019-05-03","OH",20397,"N567NN",11057,"CLT","NC",11066,"CMH","OH",1603,1557,-6,0,0,-1,"1600-1659",1729,1720,-9,0,0,-1,"1700-1759",0,0,347,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-03T20:03:00.000+0000",46,9,"CLT-CMH"],[4,12,18,2,"2018-12-18","WN",19393,"N7720F",11540,"ELP","TX",14683,"SAT","TX",805,801,-4,0,0,-1,"0800-0859",1030,1019,-11,0,0,-1,"1000-1059",0,0,496,2,0,0,0,0,0,2018,"KELP","medium_airport","El Paso International Airport",3959,"NA","US","US-TX","El Paso","KELP","ELP","ELP","-106.3779984, 31.80719948","America/Denver","2018-12-18T15:05:00.000+0000",4,11,"ELP-SAT"],[2,6,19,3,"2019-06-19","MQ",20398,"N855AE",15401,"TXK","AR",11298,"DFW","TX",1039,1034,-5,0,0,-1,"1000-1059",1143,1144,1,1,0,0,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-19T15:39:00.000+0000",5,-1,"TXK-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N767SK",13487,"MSP","MN",13930,"ORD","IL",2015,2015,0,0,0,0,"2000-2059",2147,2203,16,16,1,1,"2100-2159",0,0,334,2,0,0,16,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-02T01:15:00.000+0000",0,-56,"MSP-ORD"],[2,6,27,4,"2019-06-27","MQ",20398,"N818AE",15401,"TXK","AR",11298,"DFW","TX",1039,1033,-6,0,0,-1,"1000-1059",1143,1129,-14,0,0,-1,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-27T15:39:00.000+0000",6,14,"TXK-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N931EV",13422,"MOB","AL",10397,"ATL","GA",600,557,-3,0,0,-1,"0600-0659",820,819,-1,0,0,-1,"0800-0859",0,0,302,2,0,0,0,0,0,2018,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2018-10-01T11:00:00.000+0000",43,1,"MOB-ATL"],[2,6,30,7,"2019-06-30","MQ",20398,"N820AE",15401,"TXK","AR",11298,"DFW","TX",1039,1026,-13,0,0,-1,"1000-1059",1143,1124,-19,0,0,-2,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-30T15:39:00.000+0000",13,19,"TXK-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N205SY",13930,"ORD","IL",13342,"MKE","WI",1750,1746,-4,0,0,-1,"1700-1759",1840,1827,-13,0,0,-1,"1800-1859",0,0,67,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-01T22:50:00.000+0000",4,13,"ORD-MKE"],[2,5,15,3,"2019-05-15","OH",20397,"N568NN",13342,"MKE","WI",11057,"CLT","NC",525,518,-7,0,0,-1,"0001-0559",831,831,0,0,0,0,"0800-0859",0,0,651,3,0,0,0,0,0,2019,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2019-05-15T10:25:00.000+0000",7,0,"MKE-CLT"],[4,10,1,1,"2018-10-01","OO",20304,"N142SY",14570,"RNO","NV",14771,"SFO","CA",1235,1231,-4,0,0,-1,"1200-1259",1353,1334,-19,0,0,-2,"1300-1359",0,0,192,1,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-01T19:35:00.000+0000",4,19,"RNO-SFO"],[2,6,4,2,"2019-06-04","MQ",20398,"N803AE",14960,"SPS","TX",11298,"DFW","TX",500,447,-13,0,0,-1,"0001-0559",553,535,-18,0,0,-2,"0001-0559",0,0,113,1,0,0,0,0,0,2019,"KSPS","large_airport","Sheppard Air Force Base-Wichita Falls Municipal Airport",1019,"NA","US","US-TX","Wichita Falls","KSPS","SPS","SPS","-98.491898, 33.9888","America/Chicago","2019-06-04T10:00:00.000+0000",53,18,"SPS-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N946SW",11292,"DEN","CO",11109,"COS","CO",2000,1953,-7,0,0,-1,"2000-2059",2052,2033,-19,0,0,-2,"2000-2059",0,0,73,1,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-02T02:00:00.000+0000",47,19,"DEN-COS"],[2,5,6,1,"2019-05-06","OH",20397,"N242JS",11278,"DCA","VA",14492,"RDU","NC",2000,1950,-10,0,0,-1,"2000-2059",2112,2052,-20,0,0,-2,"2100-2159",0,0,227,1,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-07T00:00:00.000+0000",50,60,"DCA-RDU"],[4,12,18,2,"2018-12-18","WN",19393,"N749SW",13244,"MEM","TN",11292,"DEN","CO",1030,1025,-5,0,0,-1,"1000-1059",1205,1143,-22,0,0,-2,"1200-1259",0,0,872,4,0,0,0,0,0,2018,"KMEM","large_airport","Memphis International Airport",341,"NA","US","US-TN","Memphis","KMEM","MEM","MEM","-89.97669982910156, 35.04240036010742","America/Chicago","2018-12-18T16:30:00.000+0000",5,62,"MEM-DEN"],[2,6,21,5,"2019-06-21","MQ",20398,"N276NN",11066,"CMH","OH",13930,"ORD","IL",836,835,-1,0,0,-1,"0800-0859",910,910,0,0,0,0,"0900-0959",0,0,296,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-21T12:36:00.000+0000",1,0,"CMH-ORD"],[4,10,1,1,"2018-10-01","OO",20304,"N937SW",14698,"SBP","CA",14771,"SFO","CA",1340,1337,-3,0,0,-1,"1300-1359",1448,1433,-15,0,0,-1,"1400-1459",0,0,190,1,0,0,0,0,0,2018,"KSBP","medium_airport","San Luis County Regional Airport",212,"NA","US","US-CA","San Luis Obispo","KSBP","SBP","SBP","-120.641998291, 35.236801147499996","America/Los_Angeles","2018-10-01T20:40:00.000+0000",3,15,"SBP-SFO"],[2,6,2,7,"2019-06-02","MQ",20398,"N827AE",14783,"SGF","MO",11057,"CLT","NC",700,653,-7,0,0,-1,"0700-0759",1024,1017,-7,0,0,-1,"1000-1059",0,0,708,3,0,0,0,0,0,2019,"KSGF","large_airport","Springfield Branson National Airport",1268,"NA","US","US-MO","Springfield","KSGF","SGF","SGF","-93.38860321, 37.24570084","America/Chicago","2019-06-02T12:00:00.000+0000",47,7,"SGF-CLT"],[4,10,1,1,"2018-10-01","OO",20304,"N141SY",14771,"SFO","CA",15376,"TUS","AZ",838,834,-4,0,0,-1,"0800-0859",1049,1101,12,12,0,0,"1000-1059",0,0,751,4,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-01T15:38:00.000+0000",4,-52,"SFO-TUS"],[2,5,2,4,"2019-05-02","OH",20397,"N254PS",13931,"ORF","VA",11278,"DCA","VA",1620,1617,-3,0,0,-1,"1600-1659",1725,1924,119,119,1,7,"1700-1759",0,0,142,1,0,0,119,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-02T20:20:00.000+0000",3,-199,"ORF-DCA"],[4,10,1,1,"2018-10-01","OO",20304,"N161SY",11292,"DEN","CO",14683,"SAT","TX",1750,1748,-2,0,0,-1,"1700-1759",2115,2054,-21,0,0,-2,"2100-2159",0,0,794,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-01T23:50:00.000+0000",2,61,"DEN-SAT"],[2,6,10,1,"2019-06-10","MQ",20398,"N622AE",11067,"CMI","IL",13930,"ORD","IL",630,626,-4,0,0,-1,"0600-0659",734,726,-8,0,0,-1,"0700-0759",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-06-10T11:30:00.000+0000",4,8,"CMI-ORD"],[4,12,18,2,"2018-12-18","WN",19393,"N951WN",13871,"OMA","NE",15016,"STL","MO",1355,1351,-4,0,0,-1,"1300-1359",1500,1454,-6,0,0,-1,"1500-1559",0,0,342,2,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-18T19:55:00.000+0000",4,46,"OMA-STL"],[2,5,9,4,"2019-05-09","OH",20397,"N516AE",10581,"BGR","ME",11278,"DCA","VA",1702,1655,-7,0,0,-1,"1700-1759",1900,1847,-13,0,0,-1,"1900-1959",0,0,590,3,0,0,0,0,0,2019,"KBGR","large_airport","Bangor International Airport",192,"NA","US","US-ME","Bangor","KBGR","BGR","BGR","-68.8281021118164, 44.80739974975586","America/New_York","2019-05-09T21:02:00.000+0000",47,53,"BGR-DCA"],[4,12,18,2,"2018-12-18","WN",19393,"N8613K",14679,"SAN","CA",13198,"MCI","MO",1035,1034,-1,0,0,-1,"1000-1059",1540,1540,0,0,0,0,"1500-1559",0,0,1334,6,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-18T18:35:00.000+0000",1,0,"SAN-MCI"],[2,5,21,2,"2019-05-21","OH",20397,"N582NN",11057,"CLT","NC",12264,"IAD","VA",725,718,-7,0,0,-1,"0700-0759",843,833,-10,0,0,-1,"0800-0859",0,0,322,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-21T11:25:00.000+0000",7,10,"CLT-IAD"],[4,10,2,2,"2018-10-02","OO",20304,"N255SY",14869,"SLC","UT",10713,"BOI","ID",1720,1713,-7,0,0,-1,"1700-1759",1835,1820,-15,0,0,-1,"1800-1859",0,0,290,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-02T23:20:00.000+0000",7,15,"SLC-BOI"],[2,6,10,1,"2019-06-10","MQ",20398,"N918AE",11298,"DFW","TX",11982,"GRK","TX",715,708,-7,0,0,-1,"0700-0759",803,758,-5,0,0,-1,"0800-0859",0,0,134,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-10T12:15:00.000+0000",7,45,"DFW-GRK"],[4,12,6,4,"2018-12-06","AA",19805,"N931NN",14869,"SLC","UT",14107,"PHX","AZ",1343,1337,-6,0,0,-1,"1300-1359",1523,1522,-1,0,0,-1,"1500-1559",0,0,507,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-06T20:43:00.000+0000",6,1,"SLC-PHX"],[2,6,26,3,"2019-06-26","MQ",20398,"N827AE",11298,"DFW","TX",15074,"SWO","OK",2225,2219,-6,0,0,-1,"2200-2259",2326,2338,12,12,0,0,"2300-2359",0,0,225,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-27T03:25:00.000+0000",6,-12,"DFW-SWO"],[4,12,18,2,"2018-12-18","AA",19805,"N913NN",14869,"SLC","UT",14107,"PHX","AZ",1343,1341,-2,0,0,-1,"1300-1359",1523,1519,-4,0,0,-1,"1500-1559",0,0,507,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-18T20:43:00.000+0000",2,4,"SLC-PHX"],[2,5,18,6,"2019-05-18","OH",20397,"N710PS",10581,"BGR","ME",11278,"DCA","VA",1218,1217,-1,0,0,-1,"1200-1259",1419,1358,-21,0,0,-2,"1400-1459",0,0,590,3,0,0,0,0,0,2019,"KBGR","large_airport","Bangor International Airport",192,"NA","US","US-ME","Bangor","KBGR","BGR","BGR","-68.8281021118164, 44.80739974975586","America/New_York","2019-05-18T16:18:00.000+0000",1,61,"BGR-DCA"],[4,10,2,2,"2018-10-02","OO",20304,"N944SW",10208,"AGS","GA",10397,"ATL","GA",1914,1905,-9,0,0,-1,"1900-1959",2019,2017,-2,0,0,-1,"2000-2059",0,0,143,1,0,0,0,0,0,2018,"KAGS","large_airport","Augusta Regional At Bush Field",144,"NA","US","US-GA","Augusta","KAGS","AGS","AGS","-81.9645004272461, 33.36989974975586","America/New_York","2018-10-02T23:14:00.000+0000",9,2,"AGS-ATL"],[2,6,8,6,"2019-06-08","MQ",20398,"N902BC",13930,"ORD","IL",10599,"BHM","AL",1224,1223,-1,0,0,-1,"1200-1259",1415,1415,0,0,0,0,"1400-1459",0,0,583,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-08T17:24:00.000+0000",1,0,"ORD-BHM"],[4,12,1,6,"2018-12-01","AA",19805,"N9006",13303,"MIA","FL",14492,"RDU","NC",1536,1531,-5,0,0,-1,"1500-1559",1740,1736,-4,0,0,-1,"1700-1759",0,0,700,3,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-01T20:36:00.000+0000",5,4,"MIA-RDU"],[2,6,14,5,"2019-06-14","MQ",20398,"N825AE",11298,"DFW","TX",14960,"SPS","TX",1425,1417,-8,0,0,-1,"1400-1459",1517,1524,7,7,0,0,"1500-1559",0,0,113,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-14T19:25:00.000+0000",8,-7,"DFW-SPS"],[4,10,2,2,"2018-10-02","OO",20304,"N953SW",11823,"FWA","IN",13487,"MSP","MN",704,701,-3,0,0,-1,"0700-0759",815,827,12,12,0,0,"0800-0859",0,0,488,2,0,0,0,0,0,2018,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2018-10-02T11:04:00.000+0000",3,-12,"FWA-MSP"],[2,5,14,2,"2019-05-14","OH",20397,"N502AE",14730,"SDF","KY",11278,"DCA","VA",1220,1214,-6,0,0,-1,"1200-1259",1400,1407,7,7,0,0,"1400-1459",0,0,474,2,0,0,0,0,0,2019,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2019-05-14T16:20:00.000+0000",6,-7,"SDF-DCA"],[4,12,23,7,"2018-12-23","AA",19805,"N997NN",14679,"SAN","CA",13930,"ORD","IL",730,725,-5,0,0,-1,"0700-0759",1335,1320,-15,0,0,-1,"1300-1359",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-23T15:30:00.000+0000",5,15,"SAN-ORD"],[2,6,7,5,"2019-06-07","MQ",20398,"N827AE",14960,"SPS","TX",11298,"DFW","TX",1042,1033,-9,0,0,-1,"1000-1059",1140,1141,1,1,0,0,"1100-1159",0,0,113,1,0,0,0,0,0,2019,"KSPS","large_airport","Sheppard Air Force Base-Wichita Falls Municipal Airport",1019,"NA","US","US-TX","Wichita Falls","KSPS","SPS","SPS","-98.491898, 33.9888","America/Chicago","2019-06-07T15:42:00.000+0000",9,-1,"SPS-DFW"],[4,12,23,7,"2018-12-23","AA",19805,"N980TW",11298,"DFW","TX",11042,"CLE","OH",1130,1125,-5,0,0,-1,"1100-1159",1508,1443,-25,0,0,-2,"1500-1559",0,0,1021,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-23T17:30:00.000+0000",5,65,"DFW-CLE"],[2,5,25,6,"2019-05-25","OH",20397,"N601EN",11057,"CLT","NC",15016,"STL","MO",1439,1436,-3,0,0,-1,"1400-1459",1538,1525,-13,0,0,-1,"1500-1559",0,0,575,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-25T18:39:00.000+0000",3,13,"CLT-STL"],[4,10,2,2,"2018-10-02","OO",20304,"N438SW",13487,"MSP","MN",13459,"MQT","MI",2030,2023,-7,0,0,-1,"2000-2059",2249,2232,-17,0,0,-2,"2200-2259",0,0,300,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T01:30:00.000+0000",7,17,"MSP-MQT"],[2,5,17,5,"2019-05-17","WN",19393,"N286WN",11259,"DAL","TX",13342,"MKE","WI",1705,1700,-5,0,0,-1,"1700-1759",1920,1910,-10,0,0,-1,"1900-1959",0,0,850,4,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-17T22:05:00.000+0000",5,10,"DAL-MKE"],[4,10,2,2,"2018-10-02","OO",20304,"N914EV",14113,"PIH","ID",14869,"SLC","UT",1520,1513,-7,0,0,-1,"1500-1559",1620,1610,-10,0,0,-1,"1600-1659",0,0,150,1,0,0,0,0,0,2018,"KPIH","medium_airport","Pocatello Regional Airport",4452,"NA","US","US-ID","Pocatello","KPIH","PIH","PIH","-112.59600067138672, 42.9098014831543","America/Denver","2018-10-02T21:20:00.000+0000",7,10,"PIH-SLC"],[2,5,17,5,"2019-05-17","WN",19393,"N773SA",11292,"DEN","CO",13198,"MCI","MO",1615,1615,0,0,0,0,"1600-1659",1855,1844,-11,0,0,-1,"1800-1859",0,0,533,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-17T22:15:00.000+0000",0,11,"DEN-MCI"],[4,12,16,7,"2018-12-16","AA",19805,"N942NN",13930,"ORD","IL",13204,"MCO","FL",705,654,-11,0,0,-1,"0700-0759",1043,1042,-1,0,0,-1,"1000-1059",0,0,1005,5,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-16T13:05:00.000+0000",51,1,"ORD-MCO"],[2,6,18,2,"2019-06-18","B6",20409,"N228JB",10721,"BOS","MA",14492,"RDU","NC",610,607,-3,0,0,-1,"0600-0659",808,803,-5,0,0,-1,"0800-0859",0,0,612,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-18T10:10:00.000+0000",3,5,"BOS-RDU"],[4,12,11,2,"2018-12-11","AA",19805,"N963TW",13851,"OKC","OK",11298,"DFW","TX",1220,1211,-9,0,0,-1,"1200-1259",1329,1307,-22,0,0,-2,"1300-1359",0,0,175,1,0,0,0,0,0,2018,"KOKC","large_airport","Will Rogers World Airport",1295,"NA","US","US-OK","Oklahoma City","KOKC","OKC","OKC","-97.60070037841797, 35.39310073852539","America/Chicago","2018-12-11T18:20:00.000+0000",9,22,"OKC-DFW"],[2,5,17,5,"2019-05-17","WN",19393,"N7714B",12889,"LAS","NV",12954,"LGB","CA",730,729,-1,0,0,-1,"0700-0759",835,826,-9,0,0,-1,"0800-0859",0,0,231,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-17T14:30:00.000+0000",1,9,"LAS-LGB"],[4,12,22,6,"2018-12-22","AA",19805,"N970NN",13930,"ORD","IL",14908,"SNA","CA",1650,1650,0,0,0,0,"1600-1659",1920,1902,-18,0,0,-2,"1900-1959",0,0,1726,7,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-22T22:50:00.000+0000",0,18,"ORD-SNA"],[2,5,17,5,"2019-05-17","WN",19393,"N7869A",12953,"LGA","NY",13232,"MDW","IL",1850,1849,-1,0,0,-1,"1800-1859",2020,1958,-22,0,0,-2,"2000-2059",0,0,725,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-17T22:50:00.000+0000",1,62,"LGA-MDW"],[4,12,14,5,"2018-12-14","AA",19805,"N393AN",13303,"MIA","FL",12478,"JFK","NY",704,704,0,0,0,0,"0700-0759",957,1004,7,7,0,0,"0900-0959",0,0,1089,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-14T12:04:00.000+0000",0,-47,"MIA-JFK"],[2,5,17,5,"2019-05-17","WN",19393,"N7751A",13204,"MCO","FL",13495,"MSY","LA",1020,1015,-5,0,0,-1,"1000-1059",1110,1058,-12,0,0,-1,"1100-1159",0,0,551,3,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-17T14:20:00.000+0000",5,52,"MCO-MSY"],[4,12,17,1,"2018-12-17","AA",19805,"N968AN",10529,"BDL","CT",13930,"ORD","IL",1546,1542,-4,0,0,-1,"1500-1559",1734,1716,-18,0,0,-2,"1700-1759",0,0,783,4,0,0,0,0,0,2018,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2018-12-17T20:46:00.000+0000",4,18,"BDL-ORD"],[2,5,17,5,"2019-05-17","WN",19393,"N294WN",13342,"MKE","WI",10721,"BOS","MA",730,727,-3,0,0,-1,"0700-0759",1050,1026,-24,0,0,-2,"1000-1059",0,0,860,4,0,0,0,0,0,2019,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2019-05-17T12:30:00.000+0000",3,24,"MKE-BOS"],[4,10,3,3,"2018-10-03","OO",20304,"N439SW",11003,"CID","IA",11433,"DTW","MI",630,627,-3,0,0,-1,"0600-0659",914,902,-12,0,0,-1,"0900-0959",0,0,430,2,0,0,0,0,0,2018,"KCID","large_airport","The Eastern Iowa Airport",869,"NA","US","US-IA","Cedar Rapids","KCID","CID","CID","-91.71080017089844, 41.884700775146484","America/Chicago","2018-10-03T11:30:00.000+0000",3,12,"CID-DTW"],[2,5,17,5,"2019-05-17","WN",19393,"N450WN",13495,"MSY","LA",10693,"BNA","TN",1305,1300,-5,0,0,-1,"1300-1359",1435,1427,-8,0,0,-1,"1400-1459",0,0,471,2,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-17T18:05:00.000+0000",5,8,"MSY-BNA"],[4,10,3,3,"2018-10-03","OO",20304,"N8965E",13487,"MSP","MN",11721,"FNT","MI",2040,2039,-1,0,0,-1,"2000-2059",2317,2341,24,24,1,1,"2300-2359",0,0,491,2,0,0,24,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-04T01:40:00.000+0000",1,-24,"MSP-FNT"],[2,6,30,7,"2019-06-30","B6",20409,"N323JB",12953,"LGA","NY",10721,"BOS","MA",1045,1034,-11,0,0,-1,"1000-1059",1213,1136,-37,0,0,-2,"1200-1259",0,0,184,1,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-30T14:45:00.000+0000",11,77,"LGA-BOS"],[4,12,15,6,"2018-12-15","AA",19805,"N990NN",14843,"SJU","PR",11298,"DFW","TX",922,915,-7,0,0,-1,"0900-0959",1243,1206,-37,0,0,-2,"1200-1259",0,0,2165,9,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-15T13:22:00.000+0000",7,37,"SJU-DFW"],[2,6,30,7,"2019-06-30","B6",20409,"N827JB",14307,"PVD","RI",14027,"PBI","FL",1155,1150,-5,0,0,-1,"1100-1159",1443,1452,9,9,0,0,"1400-1459",0,0,1148,5,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-30T15:55:00.000+0000",5,-9,"PVD-PBI"],[4,10,3,3,"2018-10-03","OO",20304,"N868AS",13487,"MSP","MN",10627,"BIS","ND",1245,1241,-4,0,0,-1,"1200-1259",1414,1410,-4,0,0,-1,"1400-1459",0,0,386,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T17:45:00.000+0000",4,4,"MSP-BIS"],[2,5,17,5,"2019-05-17","WN",19393,"N7886A",14679,"SAN","CA",11292,"DEN","CO",1855,1847,-8,0,0,-1,"1800-1859",2205,2146,-19,0,0,-2,"2200-2259",0,0,853,4,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-05-18T01:55:00.000+0000",8,59,"SAN-DEN"],[4,10,3,3,"2018-10-03","OO",20304,"N269SY",11986,"GRR","MI",13487,"MSP","MN",1307,1256,-11,0,0,-1,"1300-1359",1342,1329,-13,0,0,-1,"1300-1359",0,0,408,2,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-03T17:07:00.000+0000",51,13,"GRR-MSP"],[2,6,30,7,"2019-06-30","B6",20409,"N627JB",10721,"BOS","MA",15304,"TPA","FL",956,953,-3,0,0,-1,"0900-0959",1308,1247,-21,0,0,-2,"1300-1359",0,0,1185,5,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-30T13:56:00.000+0000",3,61,"BOS-TPA"],[4,10,3,3,"2018-10-03","OO",20304,"N856AS",13076,"LSE","WI",13487,"MSP","MN",700,647,-13,0,0,-1,"0700-0759",803,756,-7,0,0,-1,"0800-0859",0,0,119,1,0,0,0,0,0,2018,"KLSE","medium_airport","La Crosse Municipal Airport",655,"NA","US","US-WI","La Crosse","KLSE","LSE","LSE","-91.256699, 43.879002","America/Chicago","2018-10-03T12:00:00.000+0000",53,47,"LSE-MSP"],[2,5,17,5,"2019-05-17","WN",19393,"N292WN",14683,"SAT","TX",15016,"STL","MO",1625,1623,-2,0,0,-1,"1600-1659",1825,1819,-6,0,0,-1,"1800-1859",0,0,786,4,0,0,0,0,0,2019,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2019-05-17T21:25:00.000+0000",2,6,"SAT-STL"],[4,12,20,4,"2018-12-20","AA",19805,"N897NN",14679,"SAN","CA",13930,"ORD","IL",2250,2241,-9,0,0,-1,"2200-2259",448,446,-2,0,0,-1,"0001-0559",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-21T06:50:00.000+0000",9,2,"SAN-ORD"],[2,6,4,2,"2019-06-04","DL",19790,"N929AT",13930,"ORD","IL",12953,"LGA","NY",745,741,-4,0,0,-1,"0700-0759",1102,1052,-10,0,0,-1,"1100-1159",0,0,733,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-04T12:45:00.000+0000",4,50,"ORD-LGA"],[4,10,3,3,"2018-10-03","OO",20304,"N771SK",13487,"MSP","MN",13232,"MDW","IL",1001,956,-5,0,0,-1,"1000-1059",1145,1136,-9,0,0,-1,"1100-1159",0,0,349,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T15:01:00.000+0000",45,9,"MSP-MDW"],[2,5,17,5,"2019-05-17","WN",19393,"N463WN",14893,"SMF","CA",10800,"BUR","CA",1050,1047,-3,0,0,-1,"1000-1059",1205,1157,-8,0,0,-1,"1200-1259",0,0,358,2,0,0,0,0,0,2019,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2019-05-17T17:50:00.000+0000",3,48,"SMF-BUR"],[4,12,13,4,"2018-12-13","AA",19805,"N886NN",11278,"DCA","VA",13930,"ORD","IL",1430,1427,-3,0,0,-1,"1400-1459",1545,1533,-12,0,0,-1,"1500-1559",0,0,612,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-13T19:30:00.000+0000",3,12,"DCA-ORD"],[2,6,4,2,"2019-06-04","DL",19790,"N832DN",10397,"ATL","GA",14057,"PDX","OR",2015,2015,0,0,0,0,"2000-2059",2227,2206,-21,0,0,-2,"2200-2259",0,0,2172,9,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T00:15:00.000+0000",0,21,"ATL-PDX"],[4,10,3,3,"2018-10-03","OO",20304,"N915SW",14025,"PBG","NY",12264,"IAD","VA",930,920,-10,0,0,-1,"0900-0959",1122,1057,-25,0,0,-2,"1100-1159",0,0,444,2,0,0,0,0,0,2018,"KPBG","medium_airport","Plattsburgh International Airport",234,"NA","US","US-NY","Plattsburgh","KPBG","PBG","PBG","-73.46810150146484, 44.650901794433594","America/New_York","2018-10-03T13:30:00.000+0000",10,65,"PBG-IAD"],[2,6,4,2,"2019-06-04","DL",19790,"N981AT",13230,"MDT","PA",10397,"ATL","GA",1211,1205,-6,0,0,-1,"1200-1259",1412,1357,-15,0,0,-1,"1400-1459",0,0,620,3,0,0,0,0,0,2019,"KMDT","medium_airport","Harrisburg International Airport",310,"NA","US","US-PA","Harrisburg","KMDT","MDT","MDT","-76.7633972168, 40.1935005188","America/New_York","2019-06-04T16:11:00.000+0000",6,55,"MDT-ATL"],[4,10,3,3,"2018-10-03","OO",20304,"N435SW",13930,"ORD","IL",11471,"EAU","WI",1127,1120,-7,0,0,-1,"1100-1159",1250,1239,-11,0,0,-1,"1200-1259",0,0,269,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-03T16:27:00.000+0000",7,11,"ORD-EAU"],[2,6,4,2,"2019-06-04","DL",19790,"N987DN",13487,"MSP","MN",13198,"MCI","MO",1005,958,-7,0,0,-1,"1000-1059",1129,1112,-17,0,0,-2,"1100-1159",0,0,393,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-04T15:05:00.000+0000",47,17,"MSP-MCI"],[4,10,3,3,"2018-10-03","OO",20304,"N128SY",11292,"DEN","CO",12451,"JAX","FL",1015,1009,-6,0,0,-1,"1000-1059",1532,1531,-1,0,0,-1,"1500-1559",0,0,1447,6,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-03T16:15:00.000+0000",6,1,"DEN-JAX"],[2,6,4,2,"2019-06-04","DL",19790,"N912DE",10397,"ATL","GA",10599,"BHM","AL",1050,1048,-2,0,0,-1,"1000-1059",1042,1032,-10,0,0,-1,"1000-1059",0,0,134,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T14:50:00.000+0000",2,10,"ATL-BHM"],[4,10,3,3,"2018-10-03","OO",20304,"N148SY",14771,"SFO","CA",10140,"ABQ","NM",1930,1930,0,0,0,0,"1900-1959",2305,2305,0,0,0,0,"2300-2359",0,0,896,4,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-04T02:30:00.000+0000",0,0,"SFO-ABQ"],[2,5,18,6,"2019-05-18","WN",19393,"N8563Z",10821,"BWI","MD",14576,"ROC","NY",1100,1055,-5,0,0,-1,"1100-1159",1215,1156,-19,0,0,-2,"1200-1259",0,0,277,2,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-18T15:00:00.000+0000",45,59,"BWI-ROC"],[4,10,3,3,"2018-10-03","OO",20304,"N652BR",14489,"RDM","OR",14771,"SFO","CA",2016,2005,-11,0,0,-1,"2000-2059",2200,2152,-8,0,0,-1,"2200-2259",0,0,462,2,0,0,0,0,0,2018,"KRDM","medium_airport","Roberts Field",3080,"NA","US","US-OR","Redmond","KRDM","RDM","RDM","-121.1500015, 44.2541008","America/Los_Angeles","2018-10-04T03:16:00.000+0000",11,48,"RDM-SFO"],[2,5,18,6,"2019-05-18","WN",19393,"N770SA",11066,"CMH","OH",15304,"TPA","FL",1730,1725,-5,0,0,-1,"1700-1759",1945,1930,-15,0,0,-1,"1900-1959",0,0,829,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-18T21:30:00.000+0000",5,15,"CMH-TPA"],[4,10,3,3,"2018-10-03","OO",20304,"N130SY",13930,"ORD","IL",15919,"XNA","AR",2013,2006,-7,0,0,-1,"2000-2059",2205,2200,-5,0,0,-1,"2200-2259",0,0,522,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T01:13:00.000+0000",7,5,"ORD-XNA"],[2,6,4,2,"2019-06-04","DL",19790,"N345DN",10397,"ATL","GA",11697,"FLL","FL",1605,1605,0,0,0,0,"1600-1659",1801,1808,7,7,0,0,"1800-1859",0,0,581,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T20:05:00.000+0000",0,-7,"ATL-FLL"],[4,10,3,3,"2018-10-03","OO",20304,"N930SW",13930,"ORD","IL",13485,"MSN","WI",653,645,-8,0,0,-1,"0600-0659",751,730,-21,0,0,-2,"0700-0759",0,0,109,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-03T11:53:00.000+0000",8,21,"ORD-MSN"],[2,5,18,6,"2019-05-18","WN",19393,"N554WN",11278,"DCA","VA",15304,"TPA","FL",1845,1844,-1,0,0,-1,"1800-1859",2110,2104,-6,0,0,-1,"2100-2159",0,0,814,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-18T22:45:00.000+0000",1,6,"DCA-TPA"],[4,10,3,3,"2018-10-03","OO",20304,"N785SK",10372,"ASE","CO",11292,"DEN","CO",1600,1543,-17,0,0,-2,"1600-1659",1655,1637,-18,0,0,-2,"1600-1659",0,0,125,1,0,0,0,0,0,2018,"KASE","medium_airport","Aspen-Pitkin Co/Sardy Field",7820,"NA","US","US-CO","Aspen","KASE","ASE","ASE","-106.8690033, 39.22320175","America/Denver","2018-10-03T22:00:00.000+0000",57,18,"ASE-DEN"],[2,6,4,2,"2019-06-04","DL",19790,"N980AT",14747,"SEA","WA",12889,"LAS","NV",1222,1218,-4,0,0,-1,"1200-1259",1454,1451,-3,0,0,-1,"1400-1459",0,0,867,4,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-04T19:22:00.000+0000",4,3,"SEA-LAS"],[4,12,3,1,"2018-12-03","AA",19805,"N657AW",10397,"ATL","GA",11298,"DFW","TX",1629,1622,-7,0,0,-1,"1600-1659",1755,1759,4,4,0,0,"1700-1759",0,0,731,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-03T21:29:00.000+0000",7,-4,"ATL-DFW"],[2,6,4,2,"2019-06-04","DL",19790,"N962DN",10529,"BDL","CT",10397,"ATL","GA",1245,1240,-5,0,0,-1,"1200-1259",1510,1457,-13,0,0,-1,"1500-1559",0,0,859,4,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-06-04T16:45:00.000+0000",5,53,"BDL-ATL"],[4,10,4,4,"2018-10-04","OO",20304,"N761ND",11298,"DFW","TX",12891,"LAW","OK",1625,1625,0,0,0,0,"1600-1659",1723,1717,-6,0,0,-1,"1700-1759",0,0,140,1,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-04T21:25:00.000+0000",0,6,"DFW-LAW"],[2,6,4,2,"2019-06-04","DL",19790,"N369DN",12953,"LGA","NY",11433,"DTW","MI",710,708,-2,0,0,-1,"0700-0759",909,855,-14,0,0,-1,"0900-0959",0,0,502,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-04T11:10:00.000+0000",2,54,"LGA-DTW"],[4,10,4,4,"2018-10-04","OO",20304,"N718SK",13930,"ORD","IL",14869,"SLC","UT",1405,1400,-5,0,0,-1,"1400-1459",1636,1706,30,30,1,2,"1600-1659",0,0,1250,6,0,0,30,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T19:05:00.000+0000",5,-70,"ORD-SLC"],[2,5,18,6,"2019-05-18","WN",19393,"N8310C",12339,"IND","IN",12889,"LAS","NV",800,759,-1,0,0,-1,"0800-0859",855,853,-2,0,0,-1,"0800-0859",0,0,1590,7,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-18T12:00:00.000+0000",41,2,"IND-LAS"],[4,10,4,4,"2018-10-04","OO",20304,"N754SK",14730,"SDF","KY",13930,"ORD","IL",1516,1506,-10,0,0,-1,"1500-1559",1549,1603,14,14,0,0,"1500-1559",0,0,286,2,0,0,0,0,0,2018,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2018-10-04T19:16:00.000+0000",10,-54,"SDF-ORD"],[2,5,18,6,"2019-05-18","WN",19393,"N8557Q",12339,"IND","IN",14635,"RSW","FL",1825,1817,-8,0,0,-1,"1800-1859",2055,2026,-29,0,0,-2,"2000-2059",0,0,945,4,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-18T22:25:00.000+0000",8,29,"IND-RSW"],[4,10,4,4,"2018-10-04","OO",20304,"N400SY",11259,"DAL","TX",11278,"DCA","VA",700,651,-9,0,0,-1,"0700-0759",1050,1104,14,14,0,0,"1000-1059",0,0,1184,5,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-10-04T12:00:00.000+0000",49,-54,"DAL-DCA"],[2,6,4,2,"2019-06-04","DL",19790,"N334NW",10397,"ATL","GA",11259,"DAL","TX",1358,1353,-5,0,0,-1,"1300-1359",1513,1455,-18,0,0,-2,"1500-1559",0,0,721,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T17:58:00.000+0000",5,58,"ATL-DAL"],[4,12,6,4,"2018-12-06","AA",19805,"N317PG",11298,"DFW","TX",11540,"ELP","TX",1320,1316,-4,0,0,-1,"1300-1359",1401,1400,-1,0,0,-1,"1400-1459",0,0,551,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-06T19:20:00.000+0000",4,1,"DFW-ELP"],[2,6,4,2,"2019-06-04","DL",19790,"N922AT",10397,"ATL","GA",12217,"HSV","AL",2059,2054,-5,0,0,-1,"2000-2059",2058,2053,-5,0,0,-1,"2000-2059",0,0,151,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T00:59:00.000+0000",5,5,"ATL-HSV"],[4,10,4,4,"2018-10-04","OO",20304,"N453SW",10397,"ATL","GA",11641,"FAY","NC",1717,1716,-1,0,0,-1,"1700-1759",1830,1838,8,8,0,0,"1800-1859",0,0,331,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-04T21:17:00.000+0000",1,-8,"ATL-FAY"],[2,5,22,3,"2019-05-22","YX",20452,"N863RW",11624,"EYW","FL",11618,"EWR","NJ",1315,1252,-23,0,0,-2,"1300-1359",1630,1606,-24,0,0,-2,"1600-1659",0,0,1196,5,0,0,0,0,0,2019,"KEYW","medium_airport","Key West International Airport",3,"NA","US","US-FL","Key West","KEYW","EYW","EYW","-81.75959777832031, 24.556100845336914","America/New_York","2019-05-22T17:15:00.000+0000",63,24,"EYW-EWR"],[4,12,17,1,"2018-12-17","AA",19805,"N930AN",14057,"PDX","OR",13930,"ORD","IL",1337,1329,-8,0,0,-1,"1300-1359",1939,1921,-18,0,0,-2,"1900-1959",0,0,1739,7,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-12-17T21:37:00.000+0000",8,18,"PDX-ORD"],[2,5,22,3,"2019-05-22","YX",20452,"N657RW",13930,"ORD","IL",14122,"PIT","PA",1140,1137,-3,0,0,-1,"1100-1159",1412,1358,-14,0,0,-1,"1400-1459",0,0,413,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-22T16:40:00.000+0000",3,54,"ORD-PIT"],[4,10,4,4,"2018-10-04","OO",20304,"N443SW",13230,"MDT","PA",11433,"DTW","MI",600,555,-5,0,0,-1,"0600-0659",739,719,-20,0,0,-2,"0700-0759",0,0,371,2,0,0,0,0,0,2018,"KMDT","medium_airport","Harrisburg International Airport",310,"NA","US","US-PA","Harrisburg","KMDT","MDT","MDT","-76.7633972168, 40.1935005188","America/New_York","2018-10-04T10:00:00.000+0000",45,20,"MDT-DTW"],[2,5,22,3,"2019-05-22","YX",20452,"N651RW",11618,"EWR","NJ",11193,"CVG","KY",1659,1659,0,0,0,0,"1600-1659",1908,1903,-5,0,0,-1,"1900-1959",0,0,569,3,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-22T20:59:00.000+0000",0,5,"EWR-CVG"],[4,10,4,4,"2018-10-04","OO",20304,"N779CA",11109,"COS","CO",14869,"SLC","UT",1235,1216,-19,0,0,-2,"1200-1259",1426,1401,-25,0,0,-2,"1400-1459",0,0,411,2,0,0,0,0,0,2018,"KCOS","large_airport","City of Colorado Springs Municipal Airport",6187,"NA","US","US-CO","Colorado Springs","KCOS","COS","COS","-104.700996, 38.805801","America/Denver","2018-10-04T18:35:00.000+0000",19,25,"COS-SLC"],[2,6,5,3,"2019-06-05","YX",20452,"N640RW",15370,"TUL","OK",12266,"IAH","TX",500,455,-5,0,0,-1,"0001-0559",643,624,-19,0,0,-2,"0600-0659",0,0,429,2,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-06-05T10:00:00.000+0000",45,19,"TUL-IAH"],[4,12,28,5,"2018-12-28","AA",19805,"N990AN",14843,"SJU","PR",13303,"MIA","FL",1225,1220,-5,0,0,-1,"1200-1259",1419,1413,-6,0,0,-1,"1400-1459",0,0,1045,5,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-28T16:25:00.000+0000",5,6,"SJU-MIA"],[2,6,6,4,"2019-06-06","YX",20452,"N649RW",13158,"MAF","TX",11292,"DEN","CO",1837,1832,-5,0,0,-1,"1800-1859",1940,1932,-8,0,0,-1,"1900-1959",0,0,563,3,0,0,0,0,0,2019,"KMAF","medium_airport","Midland International Airport",2871,"NA","US","US-TX","Midland","KMAF","MAF","MAF","-102.2020034790039, 31.9424991607666","America/Chicago","2019-06-06T23:37:00.000+0000",5,8,"MAF-DEN"],[4,12,23,7,"2018-12-23","AA",19805,"N800AN",11298,"DFW","TX",13930,"ORD","IL",1635,1634,-1,0,0,-1,"1600-1659",1901,1856,-5,0,0,-1,"1900-1959",0,0,801,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-23T22:35:00.000+0000",1,45,"DFW-ORD"],[2,6,7,5,"2019-06-07","YX",20452,"N752YX",11618,"EWR","NJ",12451,"JAX","FL",1400,1355,-5,0,0,-1,"1400-1459",1624,1619,-5,0,0,-1,"1600-1659",0,0,820,4,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-07T18:00:00.000+0000",45,5,"EWR-JAX"],[4,12,30,7,"2018-12-30","AA",19805,"N164NN",11298,"DFW","TX",12889,"LAS","NV",1531,1528,-3,0,0,-1,"1500-1559",1629,1627,-2,0,0,-1,"1600-1659",0,0,1055,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-30T21:31:00.000+0000",3,2,"DFW-LAS"],[2,5,24,5,"2019-05-24","YX",20452,"N657RW",13930,"ORD","IL",11624,"EYW","FL",1125,1115,-10,0,0,-1,"1100-1159",1537,1529,-8,0,0,-1,"1500-1559",0,0,1251,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-24T16:25:00.000+0000",10,8,"ORD-EYW"],[4,12,11,2,"2018-12-11","AA",19805,"N140AN",11298,"DFW","TX",12892,"LAX","CA",910,905,-5,0,0,-1,"0900-0959",1050,1037,-13,0,0,-1,"1000-1059",0,0,1235,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-11T15:10:00.000+0000",5,13,"DFW-LAX"],[2,6,8,6,"2019-06-08","YX",20452,"N729YX",11057,"CLT","NC",11618,"EWR","NJ",1630,1626,-4,0,0,-1,"1600-1659",1842,1848,6,6,0,0,"1800-1859",0,0,529,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-08T20:30:00.000+0000",4,-6,"CLT-EWR"],[4,12,25,2,"2018-12-25","AA",19805,"N812NN",14262,"PSP","CA",11298,"DFW","TX",620,614,-6,0,0,-1,"0600-0659",1109,1104,-5,0,0,-1,"1100-1159",0,0,1126,5,0,0,0,0,0,2018,"KPSP","medium_airport","Palm Springs International Airport",477,"NA","US","US-CA","Palm Springs","KPSP","PSP","PSP","-116.50700378417969, 33.8297004699707","America/Los_Angeles","2018-12-25T14:20:00.000+0000",6,5,"PSP-DFW"],[2,6,8,6,"2019-06-08","YX",20452,"N639RW",11618,"EWR","NJ",14524,"RIC","VA",830,822,-8,0,0,-1,"0800-0859",1009,941,-28,0,0,-2,"1000-1059",0,0,277,2,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-08T12:30:00.000+0000",8,68,"EWR-RIC"],[4,10,11,4,"2018-10-11","OO",20304,"N907EV",13930,"ORD","IL",14696,"SBN","IN",1835,1832,-3,0,0,-1,"1800-1859",2027,2038,11,11,0,0,"2000-2059",0,0,84,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-11T23:35:00.000+0000",3,-11,"ORD-SBN"],[2,6,8,6,"2019-06-08","YX",20452,"N635RW",11618,"EWR","NJ",13198,"MCI","MO",1415,1415,0,0,0,0,"1400-1459",1622,1602,-20,0,0,-2,"1600-1659",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-08T18:15:00.000+0000",0,20,"EWR-MCI"],[4,10,11,4,"2018-10-11","OO",20304,"N472CA",11292,"DEN","CO",14262,"PSP","CA",1535,1535,0,0,0,0,"1500-1559",1656,1704,8,8,0,0,"1600-1659",0,0,776,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-11T21:35:00.000+0000",0,-48,"DEN-PSP"],[2,5,27,1,"2019-05-27","YX",20452,"N729YX",11618,"EWR","NJ",13198,"MCI","MO",845,841,-4,0,0,-1,"0800-0859",1059,1041,-18,0,0,-2,"1000-1059",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-27T12:45:00.000+0000",4,18,"EWR-MCI"],[4,10,11,4,"2018-10-11","OO",20304,"N208SY",14869,"SLC","UT",12892,"LAX","CA",2006,2002,-4,0,0,-1,"2000-2059",2108,2058,-10,0,0,-1,"2100-2159",0,0,590,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-12T02:06:00.000+0000",4,50,"SLC-LAX"],[2,6,9,7,"2019-06-09","YX",20452,"N859RW",12266,"IAH","TX",11433,"DTW","MI",725,719,-6,0,0,-1,"0700-0759",1118,1100,-18,0,0,-2,"1100-1159",0,0,1075,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-09T12:25:00.000+0000",6,18,"IAH-DTW"],[4,12,20,4,"2018-12-20","AA",19805,"N991AU",11298,"DFW","TX",14057,"PDX","OR",1718,1717,-1,0,0,-1,"1700-1759",1935,1925,-10,0,0,-1,"1900-1959",0,0,1616,7,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-20T23:18:00.000+0000",1,10,"DFW-PDX"],[2,5,28,2,"2019-05-28","YX",20452,"N856RW",12339,"IND","IN",11618,"EWR","NJ",545,541,-4,0,0,-1,"0001-0559",746,730,-16,0,0,-2,"0700-0759",0,0,645,3,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-28T09:45:00.000+0000",4,16,"IND-EWR"],[4,12,19,3,"2018-12-19","AA",19805,"N848NN",14107,"PHX","AZ",12478,"JFK","NY",1351,1349,-2,0,0,-1,"1300-1359",2030,2052,22,22,1,1,"2000-2059",0,0,2153,9,0,0,22,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-19T20:51:00.000+0000",2,-22,"PHX-JFK"],[2,6,10,1,"2019-06-10","YX",20452,"N641RW",11618,"EWR","NJ",13198,"MCI","MO",1415,1412,-3,0,0,-1,"1400-1459",1622,1624,2,2,0,0,"1600-1659",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-10T18:15:00.000+0000",3,-2,"EWR-MCI"],[4,12,8,6,"2018-12-08","AA",19805,"N128AN",12892,"LAX","CA",11298,"DFW","TX",700,654,-6,0,0,-1,"0700-0759",1204,1159,-5,0,0,-1,"1200-1259",0,0,1235,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-08T15:00:00.000+0000",46,45,"LAX-DFW"],[2,5,28,2,"2019-05-28","YX",20452,"N631RW",12339,"IND","IN",13930,"ORD","IL",730,727,-3,0,0,-1,"0700-0759",741,722,-19,0,0,-2,"0700-0759",0,0,177,1,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-28T11:30:00.000+0000",3,19,"IND-ORD"],[4,10,11,4,"2018-10-11","OO",20304,"N442SW",14869,"SLC","UT",11122,"CPR","WY",2015,2009,-6,0,0,-1,"2000-2059",2136,2113,-23,0,0,-2,"2100-2159",0,0,320,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-12T02:15:00.000+0000",6,23,"SLC-CPR"],[2,5,12,7,"2019-05-12","9E",20363,"N138EV",15249,"TLH","FL",10397,"ATL","GA",1013,1004,-9,0,0,-1,"1000-1059",1124,1115,-9,0,0,-1,"1100-1159",0,0,223,1,0,0,0,0,0,2019,"KTLH","large_airport","Tallahassee Regional Airport",81,"NA","US","US-FL","Tallahassee","KTLH","TLH","TLH","-84.35030364990234, 30.396499633789062","America/New_York","2019-05-12T14:13:00.000+0000",9,9,"TLH-ATL"],[4,12,27,4,"2018-12-27","AA",19805,"N4005X",13303,"MIA","FL",13204,"MCO","FL",2025,2020,-5,0,0,-1,"2000-2059",2131,2145,14,14,0,0,"2100-2159",0,0,192,1,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-28T01:25:00.000+0000",5,-14,"MIA-MCO"],[2,5,1,3,"2019-05-01","9E",20363,"N606LR",10397,"ATL","GA",15249,"TLH","FL",1649,1646,-3,0,0,-1,"1600-1659",1754,1739,-15,0,0,-1,"1700-1759",0,0,223,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-01T20:49:00.000+0000",3,15,"ATL-TLH"],[4,10,12,5,"2018-10-12","OO",20304,"N751EV",11298,"DFW","TX",10372,"ASE","CO",845,843,-2,0,0,-1,"0800-0859",958,1004,6,6,0,0,"0900-0959",0,0,701,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-12T13:45:00.000+0000",2,-46,"DFW-ASE"],[2,6,12,3,"2019-06-12","YX",20452,"N732YX",13930,"ORD","IL",12339,"IND","IN",1945,1941,-4,0,0,-1,"1900-1959",2159,2144,-15,0,0,-1,"2100-2159",0,0,177,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-13T00:45:00.000+0000",4,15,"ORD-IND"],[4,12,12,3,"2018-12-12","AA",19805,"N900UW",10721,"BOS","MA",11298,"DFW","TX",950,945,-5,0,0,-1,"0900-0959",1326,1310,-16,0,0,-2,"1300-1359",0,0,1562,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-12T14:50:00.000+0000",5,16,"BOS-DFW"],[2,6,12,3,"2019-06-12","YX",20452,"N643RW",11433,"DTW","MI",11618,"EWR","NJ",840,837,-3,0,0,-1,"0800-0859",1029,1014,-15,0,0,-1,"1000-1059",0,0,488,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-12T12:40:00.000+0000",3,15,"DTW-EWR"],[4,12,20,4,"2018-12-20","AA",19805,"N160AN",14679,"SAN","CA",11298,"DFW","TX",706,659,-7,0,0,-1,"0700-0759",1208,1155,-13,0,0,-1,"1200-1259",0,0,1171,5,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-20T15:06:00.000+0000",47,53,"SAN-DFW"],[2,6,13,4,"2019-06-13","YX",20452,"N744YX",12266,"IAH","TX",14492,"RDU","NC",935,933,-2,0,0,-1,"0900-0959",1322,1307,-15,0,0,-1,"1300-1359",0,0,1042,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T14:35:00.000+0000",2,15,"IAH-RDU"],[4,10,12,5,"2018-10-12","OO",20304,"N916EV",10397,"ATL","GA",10431,"AVL","NC",1051,1048,-3,0,0,-1,"1000-1059",1145,1144,-1,0,0,-1,"1100-1159",0,0,164,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-12T14:51:00.000+0000",3,1,"ATL-AVL"],[2,5,22,3,"2019-05-22","9E",20363,"N8694A",10208,"AGS","GA",10397,"ATL","GA",705,700,-5,0,0,-1,"0700-0759",808,802,-6,0,0,-1,"0800-0859",0,0,143,1,0,0,0,0,0,2019,"KAGS","large_airport","Augusta Regional At Bush Field",144,"NA","US","US-GA","Augusta","KAGS","AGS","AGS","-81.9645004272461, 33.36989974975586","America/New_York","2019-05-22T11:05:00.000+0000",5,6,"AGS-ATL"],[4,10,12,5,"2018-10-12","OO",20304,"N240SY",14747,"SEA","WA",14057,"PDX","OR",1514,1512,-2,0,0,-1,"1500-1559",1615,1602,-13,0,0,-1,"1600-1659",0,0,129,1,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-10-12T22:14:00.000+0000",2,13,"SEA-PDX"],[2,5,20,1,"2019-05-20","9E",20363,"N686BR",15412,"TYS","TN",11433,"DTW","MI",1216,1207,-9,0,0,-1,"1200-1259",1354,1337,-17,0,0,-2,"1300-1359",0,0,443,2,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-05-20T16:16:00.000+0000",9,17,"TYS-DTW"],[4,10,12,5,"2018-10-12","OO",20304,"N881AS",10408,"ATW","WI",11433,"DTW","MI",1435,1424,-11,0,0,-1,"1400-1459",1655,1626,-29,0,0,-2,"1600-1659",0,0,296,2,0,0,0,0,0,2018,"KATW","small_airport","Appleton International Airport",918,"NA","US","US-WI","Appleton","KATW","ATW","ATW","-88.5190963745, 44.258098602299995","America/Chicago","2018-10-12T19:35:00.000+0000",11,29,"ATW-DTW"],[2,5,6,1,"2019-05-06","9E",20363,"N336PQ",12953,"LGA","NY",11057,"CLT","NC",1859,1852,-7,0,0,-1,"1800-1859",2118,2057,-21,0,0,-2,"2100-2159",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-06T22:59:00.000+0000",7,61,"LGA-CLT"],[4,10,12,5,"2018-10-12","OO",20304,"N440SW",11433,"DTW","MI",14711,"SCE","PA",2202,2159,-3,0,0,-1,"2200-2259",2316,2309,-7,0,0,-1,"2300-2359",0,0,301,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-13T02:02:00.000+0000",43,7,"DTW-SCE"],[2,5,27,1,"2019-05-27","9E",20363,"N8877A",10397,"ATL","GA",13795,"OAJ","NC",1520,1516,-4,0,0,-1,"1500-1559",1653,1641,-12,0,0,-1,"1600-1659",0,0,399,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-27T19:20:00.000+0000",4,12,"ATL-OAJ"],[4,10,12,5,"2018-10-12","OO",20304,"N766SK",11337,"DLH","MN",13487,"MSP","MN",515,507,-8,0,0,-1,"0001-0559",617,558,-19,0,0,-2,"0600-0659",0,0,144,1,0,0,0,0,0,2018,"KDLH","large_airport","Duluth International Airport",1428,"NA","US","US-MN","Duluth","KDLH","DLH","DLH","-92.19360351559999, 46.8420982361","America/Chicago","2018-10-12T10:15:00.000+0000",8,59,"DLH-MSP"],[2,6,14,5,"2019-06-14","YX",20452,"N722YX",11618,"EWR","NJ",13487,"MSP","MN",1045,1036,-9,0,0,-1,"1000-1059",1245,1234,-11,0,0,-1,"1200-1259",0,0,1008,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-14T14:45:00.000+0000",9,11,"EWR-MSP"],[4,10,12,5,"2018-10-12","OO",20304,"N138SY",11292,"DEN","CO",11042,"CLE","OH",1235,1233,-2,0,0,-1,"1200-1259",1728,1711,-17,0,0,-2,"1700-1759",0,0,1201,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-12T18:35:00.000+0000",2,17,"DEN-CLE"],[2,5,5,7,"2019-05-05","9E",20363,"N197PQ",13931,"ORF","VA",11433,"DTW","MI",705,705,0,0,0,0,"0700-0759",904,846,-18,0,0,-2,"0900-0959",0,0,529,3,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-05T11:05:00.000+0000",0,58,"ORF-DTW"],[4,12,8,6,"2018-12-08","AA",19805,"N343PN",10693,"BNA","TN",11298,"DFW","TX",546,543,-3,0,0,-1,"0001-0559",805,804,-1,0,0,-1,"0800-0859",0,0,631,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-08T11:46:00.000+0000",3,1,"BNA-DFW"],[2,6,14,5,"2019-06-14","YX",20452,"N862RW",12266,"IAH","TX",13158,"MAF","TX",1625,1620,-5,0,0,-1,"1600-1659",1751,1749,-2,0,0,-1,"1700-1759",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-14T21:25:00.000+0000",5,2,"IAH-MAF"],[4,10,12,5,"2018-10-12","OO",20304,"N932SW",14771,"SFO","CA",14487,"RDD","CA",840,835,-5,0,0,-1,"0800-0859",950,936,-14,0,0,-1,"0900-0959",0,0,199,1,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-12T15:40:00.000+0000",5,14,"SFO-RDD"],[2,6,15,6,"2019-06-15","YX",20452,"N741YX",13930,"ORD","IL",10257,"ALB","NY",900,900,0,0,0,0,"0900-0959",1156,1201,5,5,0,0,"1100-1159",0,0,723,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-15T14:00:00.000+0000",0,-45,"ORD-ALB"],[4,10,12,5,"2018-10-12","OO",20304,"N863AS",11292,"DEN","CO",10561,"BFL","CA",1116,1108,-8,0,0,-1,"1100-1159",1257,1247,-10,0,0,-1,"1200-1259",0,0,845,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-12T17:16:00.000+0000",8,10,"DEN-BFL"],[2,6,15,6,"2019-06-15","YX",20452,"N723YX",13930,"ORD","IL",11278,"DCA","VA",1200,1153,-7,0,0,-1,"1200-1259",1459,1440,-19,0,0,-2,"1400-1459",0,0,612,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-15T17:00:00.000+0000",47,19,"ORD-DCA"],[4,10,27,6,"2018-10-27","OO",20304,"N726SK",16218,"YUM","AZ",14107,"PHX","AZ",550,545,-5,0,0,-1,"0001-0559",644,630,-14,0,0,-1,"0600-0659",0,0,160,1,0,0,0,0,0,2018,"KNYL","medium_airport","Yuma MCAS/Yuma International Airport",213,"NA","US","US-AZ","Yuma","KNYL","YUM","NYL","-114.6060028, 32.65660095","America/Phoenix","2018-10-27T12:50:00.000+0000",5,14,"YUM-PHX"],[2,5,27,1,"2019-05-27","9E",20363,"N691CA",11193,"CVG","KY",11618,"EWR","NJ",1300,1258,-2,0,0,-1,"1300-1359",1502,1447,-15,0,0,-1,"1500-1559",0,0,569,3,0,0,0,0,0,2019,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2019-05-27T17:00:00.000+0000",42,55,"CVG-EWR"],[4,10,27,6,"2018-10-27","OO",20304,"N750SK",12892,"LAX","CA",14869,"SLC","UT",1845,1839,-6,0,0,-1,"1800-1859",2136,2119,-17,0,0,-2,"2100-2159",0,0,590,3,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-28T01:45:00.000+0000",6,17,"LAX-SLC"],[2,5,24,5,"2019-05-24","9E",20363,"N927XJ",12953,"LGA","NY",12451,"JAX","FL",1426,1422,-4,0,0,-1,"1400-1459",1704,1639,-25,0,0,-2,"1700-1759",0,0,833,4,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-24T18:26:00.000+0000",4,65,"LGA-JAX"],[4,10,27,6,"2018-10-27","OO",20304,"N923EV",10980,"CHA","TN",10397,"ATL","GA",800,751,-9,0,0,-1,"0800-0859",901,910,9,9,0,0,"0900-0959",0,0,106,1,0,0,0,0,0,2018,"KCHA","large_airport","Lovell Field",683,"NA","US","US-TN","Chattanooga","KCHA","CHA","CHA","-85.20379638671875, 35.035301208496094","America/New_York","2018-10-27T12:00:00.000+0000",49,-9,"CHA-ATL"],[2,5,6,1,"2019-05-06","9E",20363,"N8943A",12478,"JFK","NY",13931,"ORF","VA",900,854,-6,0,0,-1,"0900-0959",1038,1010,-28,0,0,-2,"1000-1059",0,0,290,2,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-06T13:00:00.000+0000",46,28,"JFK-ORF"],[4,10,27,6,"2018-10-27","OO",20304,"N272SY",13930,"ORD","IL",12953,"LGA","NY",930,924,-6,0,0,-1,"0900-0959",1238,1243,5,5,0,0,"1200-1259",0,0,733,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-27T14:30:00.000+0000",6,-5,"ORD-LGA"],[2,6,17,1,"2019-06-17","YX",20452,"N646RW",12266,"IAH","TX",14122,"PIT","PA",725,723,-2,0,0,-1,"0700-0759",1116,1103,-13,0,0,-1,"1100-1159",0,0,1117,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-17T12:25:00.000+0000",2,13,"IAH-PIT"],[4,10,27,6,"2018-10-27","OO",20304,"N455SW",13487,"MSP","MN",12335,"IMT","MI",1120,1100,-20,0,0,-2,"1100-1159",1226,1231,5,5,0,0,"1200-1259",0,0,257,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-27T16:20:00.000+0000",20,-5,"MSP-IMT"],[2,5,16,4,"2019-05-16","9E",20363,"N294PQ",11612,"EVV","IN",10397,"ATL","GA",600,557,-3,0,0,-1,"0600-0659",820,941,81,81,1,5,"0800-0859",0,0,350,2,0,0,81,0,0,2019,"KEVV","medium_airport","Evansville Regional Airport",418,"NA","US","US-IN","Evansville","KEVV","EVV","EVV","-87.5324020386, 38.0369987488","America/Chicago","2019-05-16T11:00:00.000+0000",43,-121,"EVV-ATL"],[4,12,5,3,"2018-12-05","AA",19805,"N811NN",15376,"TUS","AZ",11298,"DFW","TX",809,806,-3,0,0,-1,"0800-0859",1121,1114,-7,0,0,-1,"1100-1159",0,0,813,4,0,0,0,0,0,2018,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2018-12-05T15:09:00.000+0000",3,7,"TUS-DFW"],[2,5,11,6,"2019-05-11","9E",20363,"N316PQ",12945,"LEX","KY",10397,"ATL","GA",1405,1400,-5,0,0,-1,"1400-1459",1535,1529,-6,0,0,-1,"1500-1559",0,0,304,2,0,0,0,0,0,2019,"KLEX","large_airport","Blue Grass Airport",979,"NA","US","US-KY","Lexington","KLEX","LEX","LEX","-84.60590362548828, 38.0364990234375","America/New_York","2019-05-11T18:05:00.000+0000",5,6,"LEX-ATL"],[4,12,7,5,"2018-12-07","AA",19805,"N188AN",12889,"LAS","NV",13303,"MIA","FL",900,858,-2,0,0,-1,"0900-0959",1637,1625,-12,0,0,-1,"1600-1659",0,0,2174,9,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-07T17:00:00.000+0000",42,12,"LAS-MIA"],[2,5,18,6,"2019-05-18","9E",20363,"N294PQ",10397,"ATL","GA",12945,"LEX","KY",944,941,-3,0,0,-1,"0900-0959",1056,1105,9,9,0,0,"1000-1059",0,0,304,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-18T13:44:00.000+0000",3,-49,"ATL-LEX"],[4,12,12,3,"2018-12-12","AA",19805,"N197AN",12889,"LAS","NV",13303,"MIA","FL",900,857,-3,0,0,-1,"0900-0959",1637,1621,-16,0,0,-2,"1600-1659",0,0,2174,9,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-12T17:00:00.000+0000",43,16,"LAS-MIA"],[2,6,30,7,"2019-06-30","NK",20416,"N515NK",11697,"FLL","FL",10397,"ATL","GA",600,555,-5,0,0,-1,"0600-0659",758,729,-29,0,0,-2,"0700-0759",0,0,581,3,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-06-30T10:00:00.000+0000",45,29,"FLL-ATL"],[4,10,27,6,"2018-10-27","OO",20304,"N929SW",11292,"DEN","CO",14288,"PUB","CO",2010,2001,-9,0,0,-1,"2000-2059",2102,2042,-20,0,0,-2,"2100-2159",0,0,109,1,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-28T02:10:00.000+0000",9,60,"DEN-PUB"],[2,5,6,1,"2019-05-06","9E",20363,"N930XJ",12478,"JFK","NY",11433,"DTW","MI",1259,1256,-3,0,0,-1,"1200-1259",1501,1450,-11,0,0,-1,"1500-1559",0,0,509,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-06T16:59:00.000+0000",3,51,"JFK-DTW"],[4,10,27,6,"2018-10-27","OO",20304,"N709BR",11648,"FCA","MT",11292,"DEN","CO",1053,1048,-5,0,0,-1,"1000-1059",1305,1303,-2,0,0,-1,"1300-1359",0,0,752,4,0,0,0,0,0,2018,"KGPI","medium_airport","Glacier Park International Airport",2977,"NA","US","US-MT","Kalispell","KGPI","FCA","GPI","-114.25599670410156, 48.31050109863281","America/Denver","2018-10-27T16:53:00.000+0000",5,2,"FCA-DEN"],[2,5,15,3,"2019-05-15","9E",20363,"N904XJ",12478,"JFK","NY",11433,"DTW","MI",1259,1258,-1,0,0,-1,"1200-1259",1501,1447,-14,0,0,-1,"1500-1559",0,0,509,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-15T16:59:00.000+0000",1,54,"JFK-DTW"],[4,12,28,5,"2018-12-28","AA",19805,"N758US",11298,"DFW","TX",13244,"MEM","TN",1431,1429,-2,0,0,-1,"1400-1459",1553,1540,-13,0,0,-1,"1500-1559",0,0,431,2,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-28T20:31:00.000+0000",2,13,"DFW-MEM"],[2,5,1,3,"2019-05-01","9E",20363,"N605LR",14122,"PIT","PA",11433,"DTW","MI",1806,1755,-11,0,0,-1,"1800-1859",1919,1900,-19,0,0,-2,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-01T22:06:00.000+0000",51,19,"PIT-DTW"],[4,10,27,6,"2018-10-27","OO",20304,"N916EV",11013,"CIU","MI",13487,"MSP","MN",723,714,-9,0,0,-1,"0700-0759",758,746,-12,0,0,-1,"0700-0759",0,0,435,2,0,0,0,0,0,2018,"KCIU","medium_airport","Chippewa County International Airport",800,"NA","US","US-MI","Sault Ste Marie","KCIU","CIU","CIU","-84.47239685058594, 46.25080108642578","America/New_York","2018-10-27T11:23:00.000+0000",9,12,"CIU-MSP"],[2,6,28,5,"2019-06-28","NK",20416,"N647NK",13204,"MCO","FL",11057,"CLT","NC",1742,1737,-5,0,0,-1,"1700-1759",1923,1918,-5,0,0,-1,"1900-1959",0,0,468,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-28T21:42:00.000+0000",5,5,"MCO-CLT"],[4,10,27,6,"2018-10-27","OO",20304,"N437SW",11921,"GJT","CO",14869,"SLC","UT",1836,1826,-10,0,0,-1,"1800-1859",1940,1929,-11,0,0,-1,"1900-1959",0,0,216,1,0,0,0,0,0,2018,"KGJT","medium_airport","Grand Junction Regional Airport",4858,"NA","US","US-CO","Grand Junction","KGJT","GJT","GJT","-108.527000427, 39.1223983765","America/Denver","2018-10-28T00:36:00.000+0000",10,11,"GJT-SLC"],[2,6,24,1,"2019-06-24","NK",20416,"N606NK",11433,"DTW","MI",12889,"LAS","NV",605,603,-2,0,0,-1,"0600-0659",723,716,-7,0,0,-1,"0700-0759",0,0,1749,7,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-24T10:05:00.000+0000",2,7,"DTW-LAS"],[4,10,28,7,"2018-10-28","OO",20304,"N702SK",13076,"LSE","WI",13930,"ORD","IL",955,940,-15,0,0,-1,"0900-0959",1104,1059,-5,0,0,-1,"1100-1159",0,0,215,1,0,0,0,0,0,2018,"KLSE","medium_airport","La Crosse Municipal Airport",655,"NA","US","US-WI","La Crosse","KLSE","LSE","LSE","-91.256699, 43.879002","America/Chicago","2018-10-28T14:55:00.000+0000",15,45,"LSE-ORD"],[2,5,11,6,"2019-05-11","9E",20363,"N910XJ",11042,"CLE","OH",12478,"JFK","NY",1536,1526,-10,0,0,-1,"1500-1559",1724,1705,-19,0,0,-2,"1700-1759",0,0,425,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-11T19:36:00.000+0000",10,19,"CLE-JFK"],[4,12,9,7,"2018-12-09","AA",19805,"N153UW",14107,"PHX","AZ",13204,"MCO","FL",1000,955,-5,0,0,-1,"1000-1059",1608,1548,-20,0,0,-2,"1600-1659",0,0,1849,8,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-09T17:00:00.000+0000",45,60,"PHX-MCO"],[2,5,22,3,"2019-05-22","9E",20363,"N197PQ",13198,"MCI","MO",12953,"LGA","NY",600,556,-4,0,0,-1,"0600-0659",1000,931,-29,0,0,-2,"1000-1059",0,0,1107,5,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-22T11:00:00.000+0000",44,69,"MCI-LGA"],[4,12,30,7,"2018-12-30","AA",19805,"N939UW",14107,"PHX","AZ",11278,"DCA","VA",949,946,-3,0,0,-1,"0900-0959",1559,1624,25,25,1,1,"1500-1559",0,0,1979,8,0,0,25,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-30T16:49:00.000+0000",3,-65,"PHX-DCA"],[2,5,5,7,"2019-05-05","9E",20363,"N925XJ",12953,"LGA","NY",14321,"PWM","ME",2040,2035,-5,0,0,-1,"2000-2059",2205,2158,-7,0,0,-1,"2200-2259",0,0,269,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-06T00:40:00.000+0000",5,47,"LGA-PWM"],[4,12,21,5,"2018-12-21","AA",19805,"N204UW",12173,"HNL","HI",14107,"PHX","AZ",2057,2054,-3,0,0,-1,"2000-2059",602,557,-5,0,0,-1,"0600-0659",0,0,2917,11,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-22T06:57:00.000+0000",3,45,"HNL-PHX"],[2,5,7,2,"2019-05-07","9E",20363,"N228PQ",10431,"AVL","NC",10397,"ATL","GA",1944,1939,-5,0,0,-1,"1900-1959",2055,2030,-25,0,0,-2,"2000-2059",0,0,164,1,0,0,0,0,0,2019,"KAVL","large_airport","Asheville Regional Airport",2165,"NA","US","US-NC","Asheville","KAVL","AVL","AVL","-82.541801, 35.436199","America/New_York","2019-05-07T23:44:00.000+0000",5,25,"AVL-ATL"],[4,10,28,7,"2018-10-28","OO",20304,"N611SK",13487,"MSP","MN",10693,"BNA","TN",1345,1338,-7,0,0,-1,"1300-1359",1548,1539,-9,0,0,-1,"1500-1559",0,0,695,3,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-28T18:45:00.000+0000",7,9,"MSP-BNA"],[2,6,24,1,"2019-06-24","NK",20416,"N508NK",11697,"FLL","FL",12266,"IAH","TX",830,825,-5,0,0,-1,"0800-0859",1020,1038,18,18,1,1,"1000-1059",0,0,966,4,0,0,18,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-06-24T12:30:00.000+0000",5,-18,"FLL-IAH"],[4,10,28,7,"2018-10-28","OO",20304,"N487CA",10397,"ATL","GA",15323,"TRI","TN",1625,1623,-2,0,0,-1,"1600-1659",1725,1722,-3,0,0,-1,"1700-1759",0,0,227,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-28T20:25:00.000+0000",2,3,"ATL-TRI"],[2,6,7,5,"2019-06-07","NK",20416,"N692NK",10821,"BWI","MD",14843,"SJU","PR",945,940,-5,0,0,-1,"0900-0959",1345,1325,-20,0,0,-2,"1300-1359",0,0,1565,7,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-07T13:45:00.000+0000",5,20,"BWI-SJU"],[4,12,22,6,"2018-12-22","AA",19805,"N193UW",11298,"DFW","TX",11292,"DEN","CO",1440,1438,-2,0,0,-1,"1400-1459",1544,1539,-5,0,0,-1,"1500-1559",0,0,641,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-22T20:40:00.000+0000",2,5,"DFW-DEN"],[2,5,10,5,"2019-05-10","9E",20363,"N8694A",12478,"JFK","NY",14321,"PWM","ME",1105,1056,-9,0,0,-1,"1100-1159",1227,1223,-4,0,0,-1,"1200-1259",0,0,273,2,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-10T15:05:00.000+0000",49,4,"JFK-PWM"],[4,10,28,7,"2018-10-28","OO",20304,"N418SW",14869,"SLC","UT",11638,"FAT","CA",1115,1112,-3,0,0,-1,"1100-1159",1208,1203,-5,0,0,-1,"1200-1259",0,0,501,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-28T17:15:00.000+0000",3,5,"SLC-FAT"],[2,5,27,1,"2019-05-27","9E",20363,"N293PQ",11423,"DSM","IA",13487,"MSP","MN",1056,1049,-7,0,0,-1,"1000-1059",1206,1205,-1,0,0,-1,"1200-1259",0,0,232,1,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-05-27T15:56:00.000+0000",7,1,"DSM-MSP"],[4,12,29,6,"2018-12-29","AA",19805,"N725UW",11278,"DCA","VA",14027,"PBI","FL",830,823,-7,0,0,-1,"0800-0859",1114,1043,-31,0,0,-2,"1100-1159",0,0,857,4,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-29T13:30:00.000+0000",7,71,"DCA-PBI"],[2,6,21,5,"2019-06-21","NK",20416,"N640NK",14893,"SMF","CA",12889,"LAS","NV",2212,2212,0,0,0,0,"2200-2259",2345,2342,-3,0,0,-1,"2300-2359",0,0,397,2,0,0,0,0,0,2019,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2019-06-22T05:12:00.000+0000",0,3,"SMF-LAS"],[4,12,2,7,"2018-12-02","AA",19805,"N714US",13577,"MYR","SC",11057,"CLT","NC",714,711,-3,0,0,-1,"0700-0759",819,819,0,0,0,0,"0800-0859",0,0,157,1,0,0,0,0,0,2018,"KMYR","medium_airport","Myrtle Beach International Airport",25,"NA","US","US-SC","Myrtle Beach","KMYR","MYR","MYR","-78.9282989502, 33.6796989441","America/New_York","2018-12-02T12:14:00.000+0000",3,0,"MYR-CLT"],[2,5,15,3,"2019-05-15","9E",20363,"N349PQ",14122,"PIT","PA",12478,"JFK","NY",610,559,-11,0,0,-1,"0600-0659",744,722,-22,0,0,-2,"0700-0759",0,0,340,2,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-15T10:10:00.000+0000",51,22,"PIT-JFK"],[4,10,28,7,"2018-10-28","OO",20304,"N143SY",15919,"XNA","AR",14771,"SFO","CA",725,725,0,0,0,0,"0700-0759",954,942,-12,0,0,-1,"0900-0959",0,0,1550,7,0,0,0,0,0,2018,"KXNA","medium_airport","Northwest Arkansas Regional Airport",1287,"NA","US","US-AR","Fayetteville/Springdale/Rogers","KXNA","XNA","XNA","-94.306801, 36.281898","America/Chicago","2018-10-28T12:25:00.000+0000",0,12,"XNA-SFO"],[2,6,20,4,"2019-06-20","NK",20416,"N509NK",10397,"ATL","GA",15304,"TPA","FL",1055,1055,0,0,0,0,"1000-1059",1227,1228,1,1,0,0,"1200-1259",0,0,406,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-20T14:55:00.000+0000",0,-1,"ATL-TPA"],[4,10,28,7,"2018-10-28","OO",20304,"N965SW",11292,"DEN","CO",14262,"PSP","CA",1535,1526,-9,0,0,-1,"1500-1559",1702,1634,-28,0,0,-2,"1700-1759",0,0,776,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-28T21:35:00.000+0000",9,68,"DEN-PSP"],[2,5,29,3,"2019-05-29","9E",20363,"N655CA",15370,"TUL","OK",10397,"ATL","GA",1007,953,-14,0,0,-1,"1000-1059",1305,1258,-7,0,0,-1,"1300-1359",0,0,674,3,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-05-29T15:07:00.000+0000",54,47,"TUL-ATL"],[4,12,22,6,"2018-12-22","AA",19805,"N895NN",15027,"STX","VI",13303,"MIA","FL",945,932,-13,0,0,-1,"0900-0959",1159,1135,-24,0,0,-2,"1100-1159",0,0,1139,5,0,0,0,0,0,2018,"TISX","medium_airport","Henry E Rohlsen Airport",74,"NA","VI","VI-U-A","Christiansted","TISX","STX","STX","-64.79859924316406, 17.701900482177734","America/St_Thomas","2018-12-22T13:45:00.000+0000",13,24,"STX-MIA"],[2,5,10,5,"2019-05-10","9E",20363,"N538CA",15016,"STL","MO",12953,"LGA","NY",1859,1847,-12,0,0,-1,"1800-1859",2227,2204,-23,0,0,-2,"2200-2259",0,0,888,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-10T23:59:00.000+0000",12,23,"STL-LGA"],[4,12,6,4,"2018-12-06","AA",19805,"N864NN",10423,"AUS","TX",11298,"DFW","TX",801,754,-7,0,0,-1,"0800-0859",914,915,1,1,0,0,"0900-0959",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-12-06T14:01:00.000+0000",47,-1,"AUS-DFW"],[2,6,22,6,"2019-06-22","NK",20416,"N526NK",12889,"LAS","NV",10800,"BUR","CA",1800,1753,-7,0,0,-1,"1800-1859",1908,1855,-13,0,0,-1,"1900-1959",0,0,223,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-23T01:00:00.000+0000",47,53,"LAS-BUR"],[4,12,18,2,"2018-12-18","AA",19805,"N909AM",12889,"LAS","NV",11298,"DFW","TX",904,902,-2,0,0,-1,"0900-0959",1341,1343,2,2,0,0,"1300-1359",0,0,1055,5,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-18T17:04:00.000+0000",2,-2,"LAS-DFW"],[2,5,9,4,"2019-05-09","9E",20363,"N909XJ",10785,"BTV","VT",11433,"DTW","MI",550,543,-7,0,0,-1,"0001-0559",748,733,-15,0,0,-1,"0700-0759",0,0,537,3,0,0,0,0,0,2019,"KBTV","medium_airport","Burlington International Airport",335,"NA","US","US-VT","Burlington","KBTV","BTV","BTV","-73.15329742429999, 44.471900939899996","America/New_York","2019-05-09T09:50:00.000+0000",7,15,"BTV-DTW"],[4,12,1,6,"2018-12-01","AA",19805,"N991AU",11298,"DFW","TX",14679,"SAN","CA",935,931,-4,0,0,-1,"0900-0959",1044,1052,8,8,0,0,"1000-1059",0,0,1171,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-01T15:35:00.000+0000",4,-8,"DFW-SAN"],[2,5,17,5,"2019-05-17","9E",20363,"N310PQ",10397,"ATL","GA",15370,"TUL","OK",1431,1424,-7,0,0,-1,"1400-1459",1539,1507,-32,0,0,-2,"1500-1559",0,0,674,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-17T18:31:00.000+0000",7,32,"ATL-TUL"],[4,10,5,5,"2018-10-05","AA",19805,"N121AN",13303,"MIA","FL",13204,"MCO","FL",850,844,-6,0,0,-1,"0800-0859",955,941,-14,0,0,-1,"0900-0959",0,0,192,1,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-05T12:50:00.000+0000",6,14,"MIA-MCO"],[2,5,28,2,"2019-05-28","9E",20363,"N197PQ",10781,"BTR","LA",10397,"ATL","GA",1206,1159,-7,0,0,-1,"1200-1259",1439,1421,-18,0,0,-2,"1400-1459",0,0,448,2,0,0,0,0,0,2019,"KBTR","medium_airport","Baton Rouge Metropolitan Airport",70,"NA","US","US-LA","Baton Rouge","KBTR","BTR","BTR","-91.149597, 30.533199","America/Chicago","2019-05-28T17:06:00.000+0000",47,18,"BTR-ATL"],[4,10,25,4,"2018-10-25","AA",19805,"N112AN",12892,"LAX","CA",12478,"JFK","NY",1245,1239,-6,0,0,-1,"1200-1259",2120,2107,-13,0,0,-1,"2100-2159",0,0,2475,10,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-25T19:45:00.000+0000",6,13,"LAX-JFK"],[2,5,27,1,"2019-05-27","DL",19790,"N868DN",12892,"LAX","CA",14869,"SLC","UT",2000,1959,-1,0,0,-1,"2000-2059",2254,2240,-14,0,0,-1,"2200-2259",0,0,590,3,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-28T03:00:00.000+0000",41,14,"LAX-SLC"],[4,10,17,3,"2018-10-17","AA",19805,"N101NN",12478,"JFK","NY",10721,"BOS","MA",1530,1523,-7,0,0,-1,"1500-1559",1653,1641,-12,0,0,-1,"1600-1659",0,0,187,1,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-17T19:30:00.000+0000",7,12,"JFK-BOS"],[2,6,11,2,"2019-06-11","NK",20416,"N612NK",13198,"MCI","MO",13204,"MCO","FL",1305,1259,-6,0,0,-1,"1300-1359",1650,1640,-10,0,0,-1,"1600-1659",0,0,1072,5,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-06-11T18:05:00.000+0000",46,10,"MCI-MCO"],[4,10,27,6,"2018-10-27","AA",19805,"N121AN",12892,"LAX","CA",12982,"LIH","HI",1725,1720,-5,0,0,-1,"1700-1759",2020,2020,0,0,0,0,"2000-2059",0,0,2615,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-28T00:25:00.000+0000",5,0,"LAX-LIH"],[2,6,14,5,"2019-06-14","NK",20416,"N665NK",12953,"LGA","NY",11697,"FLL","FL",1059,1055,-4,0,0,-1,"1000-1059",1410,1413,3,3,0,0,"1400-1459",0,0,1076,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-14T14:59:00.000+0000",4,-3,"LGA-FLL"],[4,10,3,3,"2018-10-03","AA",19805,"N132AN",12892,"LAX","CA",12173,"HNL","HI",1655,1647,-8,0,0,-1,"1600-1659",1946,1928,-18,0,0,-2,"1900-1959",0,0,2556,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-03T23:55:00.000+0000",8,18,"LAX-HNL"],[2,6,11,2,"2019-06-11","NK",20416,"N650NK",12889,"LAS","NV",11298,"DFW","TX",1920,1912,-8,0,0,-1,"1900-1959",2359,2349,-10,0,0,-1,"2300-2359",0,0,1055,5,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-12T02:20:00.000+0000",8,10,"LAS-DFW"],[4,12,20,4,"2018-12-20","AA",19805,"N949AN",14679,"SAN","CA",12478,"JFK","NY",2139,2134,-5,0,0,-1,"2100-2159",555,615,20,20,1,1,"0001-0559",0,0,2446,10,0,0,20,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-21T05:39:00.000+0000",5,-60,"SAN-JFK"],[2,6,13,4,"2019-06-13","NK",20416,"N523NK",12889,"LAS","NV",11298,"DFW","TX",104,59,-5,0,0,-1,"0001-0559",541,537,-4,0,0,-1,"0001-0559",0,0,1055,5,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-13T08:04:00.000+0000",45,4,"LAS-DFW"],[4,12,3,1,"2018-12-03","AA",19805,"N946AN",12892,"LAX","CA",12889,"LAS","NV",1410,1405,-5,0,0,-1,"1400-1459",1522,1511,-11,0,0,-1,"1500-1559",0,0,236,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-03T22:10:00.000+0000",5,11,"LAX-LAS"],[2,5,28,2,"2019-05-28","DL",19790,"N943AT",13198,"MCI","MO",13487,"MSP","MN",647,645,-2,0,0,-1,"0600-0659",815,821,6,6,0,0,"0800-0859",0,0,393,2,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-28T11:47:00.000+0000",2,-6,"MCI-MSP"],[4,10,27,6,"2018-10-27","AA",19805,"N837AW",14683,"SAT","TX",14107,"PHX","AZ",815,806,-9,0,0,-1,"0800-0859",900,833,-27,0,0,-2,"0900-0959",0,0,843,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-10-27T13:15:00.000+0000",9,67,"SAT-PHX"],[2,5,28,2,"2019-05-28","DL",19790,"N877DN",14869,"SLC","UT",13487,"MSP","MN",1520,1517,-3,0,0,-1,"1500-1559",1854,1843,-11,0,0,-1,"1800-1859",0,0,991,4,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T21:20:00.000+0000",3,11,"SLC-MSP"],[4,12,16,7,"2018-12-16","AA",19805,"N120EE",11298,"DFW","TX",12892,"LAX","CA",1740,1737,-3,0,0,-1,"1700-1759",1900,1851,-9,0,0,-1,"1900-1959",0,0,1235,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-16T23:40:00.000+0000",3,49,"DFW-LAX"],[2,5,28,2,"2019-05-28","DL",19790,"N346DN",13303,"MIA","FL",12953,"LGA","NY",1130,1129,-1,0,0,-1,"1100-1159",1431,1436,5,5,0,0,"1400-1459",0,0,1096,5,0,0,0,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-28T15:30:00.000+0000",1,-5,"MIA-LGA"],[4,12,20,4,"2018-12-20","AA",19805,"N339PL",14908,"SNA","CA",11298,"DFW","TX",1730,1729,-1,0,0,-1,"1700-1759",2220,2212,-8,0,0,-1,"2200-2259",0,0,1205,5,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-21T01:30:00.000+0000",1,8,"SNA-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N969DL",10599,"BHM","AL",10397,"ATL","GA",1126,1125,-1,0,0,-1,"1100-1159",1329,1327,-2,0,0,-1,"1300-1359",0,0,134,1,0,0,0,0,0,2019,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2019-05-28T16:26:00.000+0000",1,2,"BHM-ATL"],[4,10,21,7,"2018-10-21","AA",19805,"N814AW",14027,"PBI","FL",14100,"PHL","PA",1630,1621,-9,0,0,-1,"1600-1659",1914,1854,-20,0,0,-2,"1900-1959",0,0,951,4,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-10-21T20:30:00.000+0000",9,60,"PBI-PHL"],[2,5,28,2,"2019-05-28","DL",19790,"N927DN",10397,"ATL","GA",10529,"BDL","CT",1600,1557,-3,0,0,-1,"1600-1659",1816,1812,-4,0,0,-1,"1800-1859",0,0,859,4,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-28T20:00:00.000+0000",43,4,"ATL-BDL"],[4,10,29,1,"2018-10-29","AA",19805,"N542UW",14679,"SAN","CA",11057,"CLT","NC",620,614,-6,0,0,-1,"0600-0659",1405,1350,-15,0,0,-1,"1400-1459",0,0,2077,9,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-29T13:20:00.000+0000",6,55,"SAN-CLT"],[2,5,28,2,"2019-05-28","DL",19790,"N535US",14869,"SLC","UT",10397,"ATL","GA",820,817,-3,0,0,-1,"0800-0859",1405,1342,-23,0,0,-2,"1400-1459",0,0,1590,7,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T14:20:00.000+0000",3,63,"SLC-ATL"],[4,10,19,5,"2018-10-19","AA",19805,"N919US",11057,"CLT","NC",14771,"SFO","CA",1649,1649,0,0,0,0,"1600-1659",1930,1910,-20,0,0,-2,"1900-1959",0,0,2296,10,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-10-19T20:49:00.000+0000",0,20,"CLT-SFO"],[2,6,13,4,"2019-06-13","NK",20416,"N636NK",12889,"LAS","NV",14679,"SAN","CA",1804,1758,-6,0,0,-1,"1800-1859",1915,1907,-8,0,0,-1,"1900-1959",0,0,258,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-14T01:04:00.000+0000",46,8,"LAS-SAN"],[4,12,29,6,"2018-12-29","AA",19805,"N851NN",14100,"PHL","PA",11298,"DFW","TX",508,504,-4,0,0,-1,"0001-0559",804,817,13,13,0,0,"0800-0859",0,0,1303,6,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-29T10:08:00.000+0000",4,-13,"PHL-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N932AT",10397,"ATL","GA",11057,"CLT","NC",1715,1711,-4,0,0,-1,"1700-1759",1830,1816,-14,0,0,-1,"1800-1859",0,0,226,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-28T21:15:00.000+0000",4,14,"ATL-CLT"],[4,12,30,7,"2018-12-30","AA",19805,"N899NN",11298,"DFW","TX",11278,"DCA","VA",1519,1516,-3,0,0,-1,"1500-1559",1900,1855,-5,0,0,-1,"1900-1959",0,0,1192,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-30T21:19:00.000+0000",3,45,"DFW-DCA"],[2,5,28,2,"2019-05-28","DL",19790,"N842DN",12478,"JFK","NY",14747,"SEA","WA",1630,1629,-1,0,0,-1,"1600-1659",1949,1942,-7,0,0,-1,"1900-1959",0,0,2422,10,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-28T20:30:00.000+0000",1,7,"JFK-SEA"],[4,10,15,1,"2018-10-15","AA",19805,"N657AW",15304,"TPA","FL",14107,"PHX","AZ",720,714,-6,0,0,-1,"0700-0759",859,901,2,2,0,0,"0800-0859",0,0,1788,8,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-15T11:20:00.000+0000",6,-42,"TPA-PHX"],[2,5,28,2,"2019-05-28","DL",19790,"N983DL",14685,"SAV","GA",10397,"ATL","GA",630,627,-3,0,0,-1,"0600-0659",734,725,-9,0,0,-1,"0700-0759",0,0,214,1,0,0,0,0,0,2019,"KSAV","large_airport","Savannah Hilton Head International Airport",50,"NA","US","US-GA","Savannah","KSAV","SAV","SAV","-81.20210266, 32.12760162","America/New_York","2019-05-28T10:30:00.000+0000",3,9,"SAV-ATL"],[4,10,30,2,"2018-10-30","AA",19805,"N961NN",12892,"LAX","CA",12889,"LAS","NV",1405,1402,-3,0,0,-1,"1400-1459",1521,1523,2,2,0,0,"1500-1559",0,0,236,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-30T21:05:00.000+0000",3,-2,"LAX-LAS"],[2,5,28,2,"2019-05-28","DL",19790,"N685DA",13204,"MCO","FL",10397,"ATL","GA",820,818,-2,0,0,-1,"0800-0859",955,939,-16,0,0,-2,"0900-0959",0,0,404,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-28T12:20:00.000+0000",2,16,"MCO-ATL"],[4,12,5,3,"2018-12-05","AA",19805,"N9677W",11298,"DFW","TX",14193,"PNS","FL",1300,1255,-5,0,0,-1,"1300-1359",1438,1421,-17,0,0,-2,"1400-1459",0,0,604,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-05T19:00:00.000+0000",45,17,"DFW-PNS"],[2,5,28,2,"2019-05-28","DL",19790,"N102DU",14869,"SLC","UT",11298,"DFW","TX",1115,1115,0,0,0,0,"1100-1159",1458,1459,1,1,0,0,"1400-1459",0,0,989,4,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T17:15:00.000+0000",0,-1,"SLC-DFW"],[4,10,6,6,"2018-10-06","AA",19805,"N909AM",10423,"AUS","TX",11298,"DFW","TX",508,503,-5,0,0,-1,"0001-0559",614,558,-16,0,0,-2,"0600-0659",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-06T10:08:00.000+0000",5,56,"AUS-DFW"],[2,6,13,4,"2019-06-13","YV",20378,"N85356",14492,"RDU","NC",12264,"IAD","VA",1500,1456,-4,0,0,-1,"1500-1559",1614,1629,15,15,1,1,"1600-1659",0,0,224,1,0,0,15,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-06-13T19:00:00.000+0000",44,-15,"RDU-IAD"],[4,10,22,1,"2018-10-22","AA",19805,"N141NN",10423,"AUS","TX",11298,"DFW","TX",508,501,-7,0,0,-1,"0001-0559",614,602,-12,0,0,-1,"0600-0659",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-22T10:08:00.000+0000",7,12,"AUS-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N853DN",14771,"SFO","CA",10397,"ATL","GA",1409,1401,-8,0,0,-1,"1400-1459",2159,2137,-22,0,0,-2,"2100-2159",0,0,2139,9,0,0,0,0,0,2019,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2019-05-28T21:09:00.000+0000",8,22,"SFO-ATL"],[4,10,27,6,"2018-10-27","AA",19805,"N961AN",13303,"MIA","FL",11298,"DFW","TX",1216,1216,0,0,0,0,"1200-1259",1424,1432,8,8,0,0,"1400-1459",0,0,1121,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-27T16:16:00.000+0000",0,-8,"MIA-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N966AT",14492,"RDU","NC",11697,"FLL","FL",1120,1116,-4,0,0,-1,"1100-1159",1337,1313,-24,0,0,-2,"1300-1359",0,0,680,3,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-28T15:20:00.000+0000",4,24,"RDU-FLL"],[4,10,30,2,"2018-10-30","AA",19805,"N186AN",13303,"MIA","FL",12478,"JFK","NY",1825,1823,-2,0,0,-1,"1800-1859",2126,2109,-17,0,0,-2,"2100-2159",0,0,1089,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-30T22:25:00.000+0000",2,17,"MIA-JFK"],[2,6,18,2,"2019-06-18","YV",20378,"N89313",10994,"CHS","SC",12266,"IAH","TX",1700,1650,-10,0,0,-1,"1700-1759",1841,1829,-12,0,0,-1,"1800-1859",0,0,925,4,0,0,0,0,0,2019,"KCHS","large_airport","Charleston Air Force Base-International Airport",46,"NA","US","US-SC","Charleston","KCHS","CHS","CHS","-80.04049683, 32.89860153","America/New_York","2019-06-18T21:00:00.000+0000",50,12,"CHS-IAH"],[4,10,26,5,"2018-10-26","AA",19805,"N957NN",13303,"MIA","FL",11298,"DFW","TX",700,659,-1,0,0,-1,"0700-0759",914,919,5,5,0,0,"0900-0959",0,0,1121,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-26T11:00:00.000+0000",41,-5,"MIA-DFW"],[2,6,15,6,"2019-06-15","YV",20378,"N510MJ",12264,"IAD","VA",14685,"SAV","GA",1230,1230,0,0,0,0,"1200-1259",1413,1415,2,2,0,0,"1400-1459",0,0,515,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-15T16:30:00.000+0000",0,-2,"IAD-SAV"],[4,12,2,7,"2018-12-02","B6",20409,"N746JB",11697,"FLL","FL",13930,"ORD","IL",2206,2205,-1,0,0,-1,"2200-2259",8,5,-3,0,0,-1,"0001-0559",0,0,1182,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-03T03:06:00.000+0000",1,3,"FLL-ORD"],[2,6,21,5,"2019-06-21","YV",20378,"N89317",12266,"IAH","TX",13256,"MFE","TX",1000,1000,0,0,0,0,"1000-1059",1114,1125,11,11,0,0,"1100-1159",0,0,316,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-21T15:00:00.000+0000",0,-11,"IAH-MFE"],[4,12,23,7,"2018-12-23","B6",20409,"N705JB",10721,"BOS","MA",11697,"FLL","FL",530,527,-3,0,0,-1,"0001-0559",902,843,-19,0,0,-2,"0900-0959",0,0,1237,5,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-23T10:30:00.000+0000",3,59,"BOS-FLL"],[2,6,20,4,"2019-06-20","YV",20378,"N86312",12266,"IAH","TX",14100,"PHL","PA",750,745,-5,0,0,-1,"0700-0759",1218,1205,-13,0,0,-1,"1200-1259",0,0,1325,6,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-20T12:50:00.000+0000",5,13,"IAH-PHL"],[4,12,22,6,"2018-12-22","B6",20409,"N568JB",11697,"FLL","FL",10721,"BOS","MA",1339,1335,-4,0,0,-1,"1300-1359",1651,1654,3,3,0,0,"1600-1659",0,0,1237,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-22T18:39:00.000+0000",4,-3,"FLL-BOS"],[2,6,9,7,"2019-06-09","YV",20378,"N86311",12266,"IAH","TX",13487,"MSP","MN",1420,1419,-1,0,0,-1,"1400-1459",1709,1702,-7,0,0,-1,"1700-1759",0,0,1034,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-09T19:20:00.000+0000",1,7,"IAH-MSP"],[4,12,29,6,"2018-12-29","B6",20409,"N984JB",14771,"SFO","CA",11697,"FLL","FL",935,934,-1,0,0,-1,"0900-0959",1800,1756,-4,0,0,-1,"1800-1859",0,0,2584,11,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-29T17:35:00.000+0000",1,44,"SFO-FLL"],[2,6,23,7,"2019-06-23","YV",20378,"N519LR",12264,"IAD","VA",14122,"PIT","PA",845,838,-7,0,0,-1,"0800-0859",941,928,-13,0,0,-1,"0900-0959",0,0,182,1,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-23T12:45:00.000+0000",7,13,"IAD-PIT"],[4,12,22,6,"2018-12-22","B6",20409,"N337JB",11278,"DCA","VA",12451,"JAX","FL",1000,948,-12,0,0,-1,"1000-1059",1215,1140,-35,0,0,-2,"1200-1259",0,0,634,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-22T15:00:00.000+0000",52,75,"DCA-JAX"],[2,6,13,4,"2019-06-13","YV",20378,"N503MJ",12264,"IAD","VA",14685,"SAV","GA",1230,1229,-1,0,0,-1,"1200-1259",1413,1416,3,3,0,0,"1400-1459",0,0,515,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-13T16:30:00.000+0000",1,-3,"IAD-SAV"],[4,12,22,6,"2018-12-22","B6",20409,"N979JB",10721,"BOS","MA",14771,"SFO","CA",1529,1525,-4,0,0,-1,"1500-1559",1930,1910,-20,0,0,-2,"1900-1959",0,0,2704,11,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-22T20:29:00.000+0000",4,20,"BOS-SFO"],[2,6,8,6,"2019-06-08","YV",20378,"N89317",13158,"MAF","TX",12266,"IAH","TX",1357,1356,-1,0,0,-1,"1300-1359",1529,1516,-13,0,0,-1,"1500-1559",0,0,429,2,0,0,0,0,0,2019,"KMAF","medium_airport","Midland International Airport",2871,"NA","US","US-TX","Midland","KMAF","MAF","MAF","-102.2020034790039, 31.9424991607666","America/Chicago","2019-06-08T18:57:00.000+0000",1,13,"MAF-IAH"],[4,10,24,3,"2018-10-24","AA",19805,"N9626F",11298,"DFW","TX",11193,"CVG","KY",1026,1020,-6,0,0,-1,"1000-1059",1332,1323,-9,0,0,-1,"1300-1359",0,0,812,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-24T15:26:00.000+0000",6,9,"DFW-CVG"],[2,5,29,3,"2019-05-29","DL",19790,"N818DA",10140,"ABQ","NM",10397,"ATL","GA",610,609,-1,0,0,-1,"0600-0659",1105,1047,-18,0,0,-2,"1100-1159",0,0,1269,6,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-05-29T12:10:00.000+0000",1,58,"ABQ-ATL"],[4,10,5,5,"2018-10-05","AA",19805,"N865NN",11292,"DEN","CO",11298,"DFW","TX",622,616,-6,0,0,-1,"0600-0659",925,912,-13,0,0,-1,"0900-0959",0,0,641,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-05T12:22:00.000+0000",6,13,"DEN-DFW"],[2,5,29,3,"2019-05-29","DL",19790,"N363DN",12953,"LGA","NY",13303,"MIA","FL",1244,1241,-3,0,0,-1,"1200-1259",1558,1601,3,3,0,0,"1500-1559",0,0,1096,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-29T16:44:00.000+0000",3,-43,"LGA-MIA"],[4,10,28,7,"2018-10-28","AA",19805,"N969NN",11298,"DFW","TX",14908,"SNA","CA",945,935,-10,0,0,-1,"0900-0959",1052,1041,-11,0,0,-1,"1000-1059",0,0,1205,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-28T14:45:00.000+0000",10,11,"DFW-SNA"],[2,5,9,4,"2019-05-09","DL",19790,"N104DU",11433,"DTW","MI",11298,"DFW","TX",1600,1558,-2,0,0,-1,"1600-1659",1758,1758,0,0,0,0,"1700-1759",0,0,986,4,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-09T20:00:00.000+0000",42,0,"DTW-DFW"],[4,12,2,7,"2018-12-02","B6",20409,"N283JB",11697,"FLL","FL",14524,"RIC","VA",1359,1353,-6,0,0,-1,"1300-1359",1612,1632,20,20,1,1,"1600-1659",0,0,805,4,0,0,20,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-02T18:59:00.000+0000",6,-20,"FLL-RIC"],[2,5,9,4,"2019-05-09","DL",19790,"N325US",13487,"MSP","MN",10397,"ATL","GA",1115,1111,-4,0,0,-1,"1100-1159",1440,1434,-6,0,0,-1,"1400-1459",0,0,907,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-09T16:15:00.000+0000",4,6,"MSP-ATL"],[4,10,3,3,"2018-10-03","AA",19805,"N9617R",11986,"GRR","MI",11298,"DFW","TX",746,739,-7,0,0,-1,"0700-0759",934,916,-18,0,0,-2,"0900-0959",0,0,931,4,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-03T11:46:00.000+0000",7,18,"GRR-DFW"],[2,6,1,6,"2019-06-01","YV",20378,"N88327",10529,"BDL","CT",12264,"IAD","VA",1030,1025,-5,0,0,-1,"1000-1059",1150,1144,-6,0,0,-1,"1100-1159",0,0,326,2,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-06-01T14:30:00.000+0000",5,6,"BDL-IAD"],[4,10,24,3,"2018-10-24","AA",19805,"N9616G",11986,"GRR","MI",11298,"DFW","TX",746,742,-4,0,0,-1,"0700-0759",934,926,-8,0,0,-1,"0900-0959",0,0,931,4,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-24T11:46:00.000+0000",4,8,"GRR-DFW"],[2,5,9,4,"2019-05-09","DL",19790,"N350NA",14492,"RDU","NC",10397,"ATL","GA",530,530,0,0,0,0,"0001-0559",650,649,-1,0,0,-1,"0600-0659",0,0,356,2,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-09T09:30:00.000+0000",0,1,"RDU-ATL"],[4,10,23,2,"2018-10-23","AA",19805,"N346PR",11298,"DFW","TX",12339,"IND","IN",1835,1832,-3,0,0,-1,"1800-1859",2148,2132,-16,0,0,-2,"2100-2159",0,0,761,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-23T23:35:00.000+0000",3,16,"DFW-IND"],[2,6,22,6,"2019-06-22","YV",20378,"N86311",11140,"CRP","TX",12266,"IAH","TX",545,540,-5,0,0,-1,"0001-0559",640,643,3,3,0,0,"0600-0659",0,0,201,1,0,0,0,0,0,2019,"KCRP","large_airport","Corpus Christi International Airport",44,"NA","US","US-TX","Corpus Christi","KCRP","CRP","CRP","-97.5011978149414, 27.77039909362793","America/Chicago","2019-06-22T10:45:00.000+0000",5,-3,"CRP-IAH"],[4,12,14,5,"2018-12-14","B6",20409,"N643JB",11697,"FLL","FL",11042,"CLE","OH",2010,1959,-11,0,0,-1,"2000-2059",2259,2238,-21,0,0,-2,"2200-2259",0,0,1062,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-15T01:10:00.000+0000",51,21,"FLL-CLE"],[2,6,10,1,"2019-06-10","YV",20378,"N80348",11057,"CLT","NC",12266,"IAH","TX",1500,1457,-3,0,0,-1,"1500-1559",1650,1615,-35,0,0,-2,"1600-1659",0,0,912,4,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-10T19:00:00.000+0000",43,35,"CLT-IAH"],[4,12,6,4,"2018-12-06","B6",20409,"N374JB",13933,"ORH","MA",12478,"JFK","NY",600,545,-15,0,0,-1,"0600-0659",659,657,-2,0,0,-1,"0600-0659",0,0,150,1,0,0,0,0,0,2018,"KORH","medium_airport","Worcester Regional Airport",1009,"NA","US","US-MA","Worcester","KORH","ORH","ORH","-71.87570190429688, 42.26729965209961","America/New_York","2018-12-06T11:00:00.000+0000",55,2,"ORH-JFK"],[2,6,26,3,"2019-06-26","YV",20378,"N518LR",12264,"IAD","VA",15096,"SYR","NY",2200,2157,-3,0,0,-1,"2200-2259",2317,2301,-16,0,0,-2,"2300-2359",0,0,296,2,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-27T02:00:00.000+0000",43,16,"IAD-SYR"],[4,12,30,7,"2018-12-30","B6",20409,"N653JB",11697,"FLL","FL",10821,"BWI","MD",2130,2126,-4,0,0,-1,"2100-2159",2355,2345,-10,0,0,-1,"2300-2359",0,0,925,4,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-31T02:30:00.000+0000",4,10,"FLL-BWI"],[2,5,9,4,"2019-05-09","DL",19790,"N673DL",13204,"MCO","FL",10397,"ATL","GA",620,615,-5,0,0,-1,"0600-0659",757,737,-20,0,0,-2,"0700-0759",0,0,404,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-09T10:20:00.000+0000",5,20,"MCO-ATL"],[4,12,8,6,"2018-12-08","B6",20409,"N358JB",12478,"JFK","NY",10792,"BUF","NY",959,955,-4,0,0,-1,"0900-0959",1122,1115,-7,0,0,-1,"1100-1159",0,0,301,2,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-08T14:59:00.000+0000",4,7,"JFK-BUF"],[2,6,7,5,"2019-06-07","YV",20378,"N86309",12264,"IAD","VA",12217,"HSV","AL",1710,1708,-2,0,0,-1,"1700-1759",1817,1810,-7,0,0,-1,"1800-1859",0,0,596,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-07T21:10:00.000+0000",2,7,"IAD-HSV"],[4,12,16,7,"2018-12-16","B6",20409,"N337JB",11298,"DFW","TX",10721,"BOS","MA",1752,1740,-12,0,0,-1,"1700-1759",2227,2212,-15,0,0,-1,"2200-2259",0,0,1562,7,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-16T23:52:00.000+0000",12,15,"DFW-BOS"],[2,6,13,4,"2019-06-13","YV",20378,"N83329",13487,"MSP","MN",12264,"IAD","VA",1745,1744,-1,0,0,-1,"1700-1759",2115,2116,1,1,0,0,"2100-2159",0,0,908,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-13T22:45:00.000+0000",1,-1,"MSP-IAD"],[4,12,8,6,"2018-12-08","B6",20409,"N216JB",12478,"JFK","NY",10721,"BOS","MA",2255,2254,-1,0,0,-1,"2200-2259",4,10,6,6,0,0,"0001-0559",0,0,187,1,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-09T03:55:00.000+0000",1,-6,"JFK-BOS"],[2,6,14,5,"2019-06-14","YV",20378,"N85340",12266,"IAH","TX",11298,"DFW","TX",1000,1000,0,0,0,0,"1000-1059",1114,1117,3,3,0,0,"1100-1159",0,0,224,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-14T15:00:00.000+0000",0,-3,"IAH-DFW"],[4,10,10,3,"2018-10-10","AA",19805,"N157AA",11298,"DFW","TX",12889,"LAS","NV",910,903,-7,0,0,-1,"0900-0959",1011,1008,-3,0,0,-1,"1000-1059",0,0,1055,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-10T14:10:00.000+0000",7,3,"DFW-LAS"],[2,5,17,5,"2019-05-17","DL",19790,"N694DL",14908,"SNA","CA",11433,"DTW","MI",1150,1150,0,0,0,0,"1100-1159",1910,1844,-26,0,0,-2,"1900-1959",0,0,1960,8,0,0,0,0,0,2019,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2019-05-17T18:50:00.000+0000",0,66,"SNA-DTW"],[4,10,9,2,"2018-10-09","AA",19805,"N992AU",12889,"LAS","NV",11298,"DFW","TX",1104,1101,-3,0,0,-1,"1100-1159",1550,1651,61,61,1,4,"1500-1559",0,0,1055,5,0,0,61,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-10-09T18:04:00.000+0000",3,-101,"LAS-DFW"],[2,6,26,3,"2019-06-26","EV",20366,"N14568",12217,"HSV","AL",12266,"IAH","TX",1232,1227,-5,0,0,-1,"1200-1259",1430,1439,9,9,0,0,"1400-1459",0,0,595,3,0,0,0,0,0,2019,"KHSV","large_airport","Huntsville International Carl T Jones Field",629,"NA","US","US-AL","Huntsville","KHSV","HSV","HSV","-86.775100708008, 34.637199401855","America/Chicago","2019-06-26T17:32:00.000+0000",5,-9,"HSV-IAH"],[4,10,24,3,"2018-10-24","AA",19805,"N110AN",12478,"JFK","NY",14771,"SFO","CA",1729,1729,0,0,0,0,"1700-1759",2108,2052,-16,0,0,-2,"2100-2159",0,0,2586,11,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-24T21:29:00.000+0000",0,56,"JFK-SFO"],[2,5,18,6,"2019-05-18","DL",19790,"N37700",12892,"LAX","CA",13495,"MSY","LA",930,925,-5,0,0,-1,"0900-0959",1516,1444,-32,0,0,-2,"1500-1559",0,0,1670,7,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-18T16:30:00.000+0000",5,72,"LAX-MSY"],[4,10,3,3,"2018-10-03","AA",19805,"N358PW",12266,"IAH","TX",11057,"CLT","NC",518,518,0,0,0,0,"0001-0559",846,852,6,6,0,0,"0800-0859",0,0,912,4,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-03T10:18:00.000+0000",0,-6,"IAH-CLT"],[2,6,29,6,"2019-06-29","G4",20368,"262NV",14082,"PGD","FL",14952,"SPI","IL",1218,1157,-21,0,0,-2,"1200-1259",1345,1315,-30,0,0,-2,"1300-1359",0,0,994,4,0,0,0,0,0,2019,"KPGD","small_airport","Charlotte County Airport",26,"NA","US","US-FL","Punta Gorda","KPGD","PGD","PGD","-81.9905014, 26.92020035","America/New_York","2019-06-29T16:18:00.000+0000",61,30,"PGD-SPI"],[4,12,7,5,"2018-12-07","B6",20409,"N296JB",10721,"BOS","MA",11278,"DCA","VA",1616,1610,-6,0,0,-1,"1600-1659",1758,1756,-2,0,0,-1,"1700-1759",0,0,399,2,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-07T21:16:00.000+0000",6,2,"BOS-DCA"],[2,5,18,6,"2019-05-18","DL",19790,"N341DN",11433,"DTW","MI",13485,"MSN","WI",2020,2016,-4,0,0,-1,"2000-2059",2035,2023,-12,0,0,-1,"2000-2059",0,0,311,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-19T00:20:00.000+0000",4,12,"DTW-MSN"],[4,10,5,5,"2018-10-05","AA",19805,"N314RH",10721,"BOS","MA",13303,"MIA","FL",722,719,-3,0,0,-1,"0700-0759",1100,1020,-40,0,0,-2,"1100-1159",0,0,1258,6,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-05T11:22:00.000+0000",3,80,"BOS-MIA"],[2,5,18,6,"2019-05-18","DL",19790,"N919DN",14986,"SRQ","FL",10397,"ATL","GA",725,723,-2,0,0,-1,"0700-0759",902,910,8,8,0,0,"0900-0959",0,0,444,2,0,0,0,0,0,2019,"KSRQ","large_airport","Sarasota Bradenton International Airport",30,"NA","US","US-FL","Sarasota/Bradenton","KSRQ","SRQ","SRQ","-82.55439758300781, 27.39539909362793","America/New_York","2019-05-18T11:25:00.000+0000",2,-8,"SRQ-ATL"],[4,10,1,1,"2018-10-01","AA",19805,"N941NN",15370,"TUL","OK",13930,"ORD","IL",546,536,-10,0,0,-1,"0001-0559",744,728,-16,0,0,-2,"0700-0759",0,0,585,3,0,0,0,0,0,2018,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2018-10-01T10:46:00.000+0000",10,16,"TUL-ORD"],[2,6,16,7,"2019-06-16","G4",20368,"257NV",12223,"HTS","WV",15624,"VPS","FL",959,941,-18,0,0,-2,"0900-0959",1046,1037,-9,0,0,-1,"1000-1059",0,0,589,3,0,0,0,0,0,2019,"KHTS","large_airport","Tri-State/Milton J. Ferguson Field",828,"NA","US","US-WV","Huntington","KHTS","HTS","HTS","-82.55799866, 38.36669922","America/New_York","2019-06-16T13:59:00.000+0000",18,9,"HTS-VPS"],[4,12,7,5,"2018-12-07","B6",20409,"N905JB",12478,"JFK","NY",14843,"SJU","PR",1329,1325,-4,0,0,-1,"1300-1359",1817,1803,-14,0,0,-1,"1800-1859",0,0,1598,7,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-07T18:29:00.000+0000",4,14,"JFK-SJU"],[2,5,18,6,"2019-05-18","DL",19790,"N105DU",10721,"BOS","MA",12953,"LGA","NY",700,655,-5,0,0,-1,"0700-0759",830,756,-34,0,0,-2,"0800-0859",0,0,184,1,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-18T11:00:00.000+0000",45,74,"BOS-LGA"],[4,12,23,7,"2018-12-23","DL",19790,"N948AT",13487,"MSP","MN",13930,"ORD","IL",1523,1521,-2,0,0,-1,"1500-1559",1659,1707,8,8,0,0,"1600-1659",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-23T21:23:00.000+0000",2,-48,"MSP-ORD"],[2,6,23,7,"2019-06-23","G4",20368,"246NV",15412,"TYS","TN",15624,"VPS","FL",903,900,-3,0,0,-1,"0900-0959",924,913,-11,0,0,-1,"0900-0959",0,0,395,2,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-06-23T13:03:00.000+0000",3,11,"TYS-VPS"],[4,10,25,4,"2018-10-25","AA",19805,"N846NN",13303,"MIA","FL",10397,"ATL","GA",701,659,-2,0,0,-1,"0700-0759",858,905,7,7,0,0,"0800-0859",0,0,594,3,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-25T11:01:00.000+0000",42,-47,"MIA-ATL"],[2,6,7,5,"2019-06-07","OO",20304,"N986SW",13930,"ORD","IL",11337,"DLH","MN",1250,1246,-4,0,0,-1,"1200-1259",1432,1406,-26,0,0,-2,"1400-1459",0,0,397,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-07T17:50:00.000+0000",4,26,"ORD-DLH"],[4,10,15,1,"2018-10-15","AA",19805,"N324RA",14492,"RDU","NC",13303,"MIA","FL",535,531,-4,0,0,-1,"0001-0559",747,732,-15,0,0,-1,"0700-0759",0,0,700,3,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-15T09:35:00.000+0000",4,15,"RDU-MIA"],[2,6,14,5,"2019-06-14","OO",20304,"N659BR",12389,"ISN","ND",13487,"MSP","MN",1745,1734,-11,0,0,-1,"1700-1759",1938,1951,13,13,0,0,"1900-1959",0,0,546,3,0,0,0,0,0,2019,"KISN","medium_airport","Sloulin Field International Airport",1982,"NA","US","US-ND","Williston","KISN","ISN","ISN","-103.641998291, 48.177898407","America/Chicago","2019-06-14T22:45:00.000+0000",11,-13,"ISN-MSP"],[4,12,24,1,"2018-12-24","DL",19790,"N359DN",15304,"TPA","FL",13487,"MSP","MN",1441,1427,-14,0,0,-1,"1400-1459",1702,1650,-12,0,0,-1,"1700-1759",0,0,1306,6,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-24T19:41:00.000+0000",14,52,"TPA-MSP"],[2,5,18,6,"2019-05-18","DL",19790,"N305DN",13204,"MCO","FL",12478,"JFK","NY",1153,1151,-2,0,0,-1,"1100-1159",1432,1429,-3,0,0,-1,"1400-1459",0,0,944,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-18T15:53:00.000+0000",2,3,"MCO-JFK"],[4,10,5,5,"2018-10-05","AA",19805,"N993AN",10721,"BOS","MA",11298,"DFW","TX",1009,1001,-8,0,0,-1,"1000-1059",1326,1253,-33,0,0,-2,"1300-1359",0,0,1562,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-05T14:09:00.000+0000",8,73,"BOS-DFW"],[2,5,18,6,"2019-05-18","DL",19790,"N3761R",10299,"ANC","AK",14747,"SEA","WA",1525,1508,-17,0,0,-2,"1500-1559",1950,1946,-4,0,0,-1,"1900-1959",0,0,1448,6,0,0,0,0,0,2019,"PANC","large_airport","Ted Stevens Anchorage International Airport",152,"NA","US","US-AK","Anchorage","PANC","ANC","ANC","-149.99600219726562, 61.174400329589844","America/Anchorage","2019-05-18T23:25:00.000+0000",17,4,"ANC-SEA"],[4,10,17,3,"2018-10-17","AA",19805,"N929AA",12892,"LAX","CA",11298,"DFW","TX",1705,1658,-7,0,0,-1,"1700-1759",2209,2150,-19,0,0,-2,"2200-2259",0,0,1235,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-18T00:05:00.000+0000",47,59,"LAX-DFW"],[2,5,18,6,"2019-05-18","DL",19790,"N925AT",10397,"ATL","GA",11995,"GSO","NC",1456,1453,-3,0,0,-1,"1400-1459",1610,1601,-9,0,0,-1,"1600-1659",0,0,306,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-18T18:56:00.000+0000",3,9,"ATL-GSO"],[4,12,24,1,"2018-12-24","DL",19790,"N980AT",10397,"ATL","GA",11995,"GSO","NC",1014,1009,-5,0,0,-1,"1000-1059",1128,1112,-16,0,0,-2,"1100-1159",0,0,306,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-24T15:14:00.000+0000",5,16,"ATL-GSO"],[2,5,1,3,"2019-05-01","OO",20304,"N178SY",14831,"SJC","CA",10800,"BUR","CA",1950,1938,-12,0,0,-1,"1900-1959",2055,2044,-11,0,0,-1,"2000-2059",0,0,296,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-05-02T02:50:00.000+0000",12,11,"SJC-BUR"],[4,10,5,5,"2018-10-05","AA",19805,"N974AN",11298,"DFW","TX",11618,"EWR","NJ",1240,1239,-1,0,0,-1,"1200-1259",1704,1656,-8,0,0,-1,"1700-1759",0,0,1372,6,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-05T17:40:00.000+0000",1,48,"DFW-EWR"],[2,6,14,5,"2019-06-14","OO",20304,"N960SW",14814,"SHV","LA",11292,"DEN","CO",700,650,-10,0,0,-1,"0700-0759",841,826,-15,0,0,-1,"0800-0859",0,0,792,4,0,0,0,0,0,2019,"KSHV","medium_airport","Shreveport Regional Airport",258,"NA","US","US-LA","Shreveport","KSHV","SHV","SHV","-93.8256, 32.446602","America/Chicago","2019-06-14T12:00:00.000+0000",50,15,"SHV-DEN"],[4,12,24,1,"2018-12-24","DL",19790,"N376DA",10693,"BNA","TN",14869,"SLC","UT",1755,1748,-7,0,0,-1,"1700-1759",2056,2031,-25,0,0,-2,"2000-2059",0,0,1404,6,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-24T23:55:00.000+0000",7,25,"BNA-SLC"],[2,6,14,5,"2019-06-14","OO",20304,"N743SK",10693,"BNA","TN",11292,"DEN","CO",1746,1744,-2,0,0,-1,"1700-1759",1939,2043,64,64,1,4,"1900-1959",0,0,1014,5,0,0,64,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-14T22:46:00.000+0000",2,-104,"BNA-DEN"],[4,12,24,1,"2018-12-24","DL",19790,"N312US",11697,"FLL","FL",10721,"BOS","MA",1135,1124,-11,0,0,-1,"1100-1159",1454,1427,-27,0,0,-2,"1400-1459",0,0,1237,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-24T16:35:00.000+0000",11,27,"FLL-BOS"],[2,5,7,2,"2019-05-07","OO",20304,"N264SY",14869,"SLC","UT",15376,"TUS","AZ",2046,2044,-2,0,0,-1,"2000-2059",2152,2156,4,4,0,0,"2100-2159",0,0,601,3,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-08T02:46:00.000+0000",2,-4,"SLC-TUS"],[4,12,24,1,"2018-12-24","DL",19790,"N592NW",13487,"MSP","MN",13204,"MCO","FL",845,844,-1,0,0,-1,"0800-0859",1324,1248,-36,0,0,-2,"1300-1359",0,0,1310,6,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-24T14:45:00.000+0000",1,76,"MSP-MCO"],[2,6,14,5,"2019-06-14","OO",20304,"N202SY",11292,"DEN","CO",14683,"SAT","TX",1059,1056,-3,0,0,-1,"1000-1059",1411,1400,-11,0,0,-1,"1400-1459",0,0,794,4,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-14T16:59:00.000+0000",3,11,"DEN-SAT"],[4,12,24,1,"2018-12-24","DL",19790,"N624AG",12478,"JFK","NY",14679,"SAN","CA",810,810,0,0,0,0,"0800-0859",1141,1121,-20,0,0,-2,"1100-1159",0,0,2446,10,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-24T13:10:00.000+0000",0,20,"JFK-SAN"],[2,6,14,5,"2019-06-14","OO",20304,"N869AS",14679,"SAN","CA",12892,"LAX","CA",1750,1744,-6,0,0,-1,"1700-1759",1845,1857,12,12,0,0,"1800-1859",0,0,109,1,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-15T00:50:00.000+0000",6,-12,"SAN-LAX"],[4,10,31,3,"2018-10-31","AA",19805,"N863NN",14107,"PHX","AZ",10721,"BOS","MA",1530,1526,-4,0,0,-1,"1500-1559",2320,2300,-20,0,0,-2,"2300-2359",0,0,2300,10,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-31T22:30:00.000+0000",4,20,"PHX-BOS"],[2,6,14,5,"2019-06-14","OO",20304,"N874AS",12884,"LAN","MI",13930,"ORD","IL",1815,1805,-10,0,0,-1,"1800-1859",1822,1804,-18,0,0,-2,"1800-1859",0,0,179,1,0,0,0,0,0,2019,"KLAN","medium_airport","Capital City Airport",861,"NA","US","US-MI","Lansing","KLAN","LAN","LAN","-84.58740234375, 42.77870178222656","America/Detroit","2019-06-14T22:15:00.000+0000",10,18,"LAN-ORD"],[4,12,24,1,"2018-12-24","DL",19790,"N916DL",13931,"ORF","VA",10397,"ATL","GA",540,534,-6,0,0,-1,"0001-0559",735,722,-13,0,0,-1,"0700-0759",0,0,516,3,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-12-24T10:40:00.000+0000",6,13,"ORF-ATL"],[2,5,17,5,"2019-05-17","OO",20304,"N213SY",10849,"BZN","MT",12892,"LAX","CA",1341,1338,-3,0,0,-1,"1300-1359",1528,1506,-22,0,0,-2,"1500-1559",0,0,902,4,0,0,0,0,0,2019,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2019-05-17T19:41:00.000+0000",3,22,"BZN-LAX"],[4,10,30,2,"2018-10-30","AA",19805,"N163AA",12892,"LAX","CA",13930,"ORD","IL",1815,1808,-7,0,0,-1,"1800-1859",17,2350,-27,0,0,-2,"0001-0559",0,0,1744,7,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-31T01:15:00.000+0000",7,-2333,"LAX-ORD"],[2,6,15,6,"2019-06-15","OO",20304,"N719SK",14107,"PHX","AZ",14489,"RDM","OR",2026,2021,-5,0,0,-1,"2000-2059",2255,2243,-12,0,0,-1,"2200-2259",0,0,893,4,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-16T03:26:00.000+0000",5,12,"PHX-RDM"],[4,12,25,2,"2018-12-25","DL",19790,"N348NW",13204,"MCO","FL",10721,"BOS","MA",1959,1953,-6,0,0,-1,"1900-1959",2253,2234,-19,0,0,-2,"2200-2259",0,0,1121,5,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-26T00:59:00.000+0000",6,19,"MCO-BOS"],[2,6,15,6,"2019-06-15","OO",20304,"N431SW",10627,"BIS","ND",13487,"MSP","MN",1725,1719,-6,0,0,-1,"1700-1759",1855,1840,-15,0,0,-1,"1800-1859",0,0,386,2,0,0,0,0,0,2019,"KBIS","medium_airport","Bismarck Municipal Airport",1661,"NA","US","US-ND","Bismarck","KBIS","BIS","BIS","-100.74600219726562, 46.772701263427734","America/Chicago","2019-06-15T22:25:00.000+0000",6,15,"BIS-MSP"],[4,12,25,2,"2018-12-25","DL",19790,"N976DL",10397,"ATL","GA",11267,"DAY","OH",1400,1357,-3,0,0,-1,"1400-1459",1531,1523,-8,0,0,-1,"1500-1559",0,0,432,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T19:00:00.000+0000",43,8,"ATL-DAY"],[2,5,18,6,"2019-05-18","OO",20304,"N760SK",13930,"ORD","IL",10713,"BOI","ID",950,949,-1,0,0,-1,"0900-0959",1239,1231,-8,0,0,-1,"1200-1259",0,0,1437,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-18T14:50:00.000+0000",1,8,"ORD-BOI"],[4,10,5,5,"2018-10-05","AA",19805,"N988AL",11298,"DFW","TX",13204,"MCO","FL",1654,1653,-1,0,0,-1,"1600-1659",2030,2030,0,0,0,0,"2000-2059",0,0,985,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-05T21:54:00.000+0000",1,0,"DFW-MCO"],[2,6,15,6,"2019-06-15","OO",20304,"N461SW",12280,"IDA","ID",14869,"SLC","UT",755,750,-5,0,0,-1,"0700-0759",856,841,-15,0,0,-1,"0800-0859",0,0,188,1,0,0,0,0,0,2019,"KIDA","medium_airport","Idaho Falls Regional Airport",4744,"NA","US","US-ID","Idaho Falls","KIDA","IDA","IDA","-112.070999, 43.514599","America/Boise","2019-06-15T13:55:00.000+0000",5,15,"IDA-SLC"],[4,12,25,2,"2018-12-25","DL",19790,"N807DN",14869,"SLC","UT",14057,"PDX","OR",2030,2024,-6,0,0,-1,"2000-2059",2142,2131,-11,0,0,-1,"2100-2159",0,0,630,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-26T03:30:00.000+0000",6,11,"SLC-PDX"],[2,5,18,6,"2019-05-18","OO",20304,"N191SY",14908,"SNA","CA",14831,"SJC","CA",1700,1646,-14,0,0,-1,"1700-1759",1820,1800,-20,0,0,-2,"1800-1859",0,0,342,2,0,0,0,0,0,2019,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2019-05-19T00:00:00.000+0000",54,20,"SNA-SJC"],[4,12,25,2,"2018-12-25","DL",19790,"N803NW",14107,"PHX","AZ",10397,"ATL","GA",1420,1417,-3,0,0,-1,"1400-1459",1953,1933,-20,0,0,-2,"1900-1959",0,0,1587,7,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-25T21:20:00.000+0000",3,20,"PHX-ATL"],[2,5,18,6,"2019-05-18","OO",20304,"N554CA",10781,"BTR","LA",10397,"ATL","GA",1300,1300,0,0,0,0,"1300-1359",1532,1536,4,4,0,0,"1500-1559",0,0,448,2,0,0,0,0,0,2019,"KBTR","medium_airport","Baton Rouge Metropolitan Airport",70,"NA","US","US-LA","Baton Rouge","KBTR","BTR","BTR","-91.149597, 30.533199","America/Chicago","2019-05-18T18:00:00.000+0000",0,-4,"BTR-ATL"],[4,12,25,2,"2018-12-25","DL",19790,"N329NW",10397,"ATL","GA",11298,"DFW","TX",1621,1621,0,0,0,0,"1600-1659",1749,1751,2,2,0,0,"1700-1759",0,0,731,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T21:21:00.000+0000",0,-2,"ATL-DFW"],[2,6,15,6,"2019-06-15","OO",20304,"N937EV",14689,"SBA","CA",12892,"LAX","CA",1032,1030,-2,0,0,-1,"1000-1059",1132,1129,-3,0,0,-1,"1100-1159",0,0,89,1,0,0,0,0,0,2019,"KSBA","medium_airport","Santa Barbara Municipal Airport",13,"NA","US","US-CA","Santa Barbara","KSBA","SBA","SBA","-119.8399963, 34.42620087","America/Los_Angeles","2019-06-15T17:32:00.000+0000",2,3,"SBA-LAX"],[4,12,25,2,"2018-12-25","DL",19790,"N684DA",10397,"ATL","GA",11697,"FLL","FL",1300,1255,-5,0,0,-1,"1300-1359",1447,1427,-20,0,0,-2,"1400-1459",0,0,581,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T18:00:00.000+0000",45,20,"ATL-FLL"],[2,6,15,6,"2019-06-15","OO",20304,"N203SY",11292,"DEN","CO",12441,"JAC","WY",805,758,-7,0,0,-1,"0800-0859",937,938,1,1,0,0,"0900-0959",0,0,406,2,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-15T14:05:00.000+0000",47,-1,"DEN-JAC"],[4,10,24,3,"2018-10-24","DL",19790,"N960AT",14057,"PDX","OR",14747,"SEA","WA",600,559,-1,0,0,-1,"0600-0659",704,651,-13,0,0,-1,"0700-0759",0,0,129,1,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-10-24T13:00:00.000+0000",41,53,"PDX-SEA"],[2,5,18,6,"2019-05-18","OO",20304,"N154SY",11292,"DEN","CO",11503,"EGE","CO",2022,2020,-2,0,0,-1,"2000-2059",2117,2102,-15,0,0,-1,"2100-2159",0,0,120,1,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-19T02:22:00.000+0000",2,15,"DEN-EGE"],[4,10,24,3,"2018-10-24","DL",19790,"N837DN",13198,"MCI","MO",10397,"ATL","GA",1846,1839,-7,0,0,-1,"1800-1859",2145,2122,-23,0,0,-2,"2100-2159",0,0,692,3,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-24T23:46:00.000+0000",7,23,"MCI-ATL"],[2,5,18,6,"2019-05-18","OO",20304,"N939SW",11109,"COS","CO",11292,"DEN","CO",740,737,-3,0,0,-1,"0700-0759",839,838,-1,0,0,-1,"0800-0859",0,0,73,1,0,0,0,0,0,2019,"KCOS","large_airport","City of Colorado Springs Municipal Airport",6187,"NA","US","US-CO","Colorado Springs","KCOS","COS","COS","-104.700996, 38.805801","America/Denver","2019-05-18T13:40:00.000+0000",3,1,"COS-DEN"],[4,10,24,3,"2018-10-24","DL",19790,"N982DL",10397,"ATL","GA",10693,"BNA","TN",1156,1153,-3,0,0,-1,"1100-1159",1200,1154,-6,0,0,-1,"1200-1259",0,0,214,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-24T15:56:00.000+0000",3,46,"ATL-BNA"],[2,5,18,6,"2019-05-18","OO",20304,"N206SY",11292,"DEN","CO",11109,"COS","CO",1850,1849,-1,0,0,-1,"1800-1859",1942,1930,-12,0,0,-1,"1900-1959",0,0,73,1,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-19T00:50:00.000+0000",1,12,"DEN-COS"],[4,10,24,3,"2018-10-24","DL",19790,"N323DN",10721,"BOS","MA",10397,"ATL","GA",815,814,-1,0,0,-1,"0800-0859",1057,1100,3,3,0,0,"1000-1059",0,0,946,4,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-24T12:15:00.000+0000",1,-43,"BOS-ATL"],[2,5,18,6,"2019-05-18","OO",20304,"N153SY",14004,"PAE","WA",11292,"DEN","CO",600,553,-7,0,0,-1,"0600-0659",948,936,-12,0,0,-1,"0900-0959",0,0,1036,5,0,0,0,0,0,2019,"KPAE","medium_airport","Snohomish County (Paine Field) Airport",606,"NA","US","US-WA","Everett","KPAE","PAE","PAE","-122.2819977, 47.90629959","America/Los_Angeles","2019-05-18T13:00:00.000+0000",47,12,"PAE-DEN"],[4,12,25,2,"2018-12-25","DL",19790,"N845DN",10397,"ATL","GA",12451,"JAX","FL",1507,1506,-1,0,0,-1,"1500-1559",1616,1606,-10,0,0,-1,"1600-1659",0,0,270,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T20:07:00.000+0000",1,10,"ATL-JAX"],[2,6,16,7,"2019-06-16","OO",20304,"N755SK",11823,"FWA","IN",11298,"DFW","TX",759,752,-7,0,0,-1,"0700-0759",933,939,6,6,0,0,"0900-0959",0,0,859,4,0,0,0,0,0,2019,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2019-06-16T11:59:00.000+0000",7,-6,"FWA-DFW"],[4,12,25,2,"2018-12-25","DL",19790,"N365NW",11278,"DCA","VA",10397,"ATL","GA",1000,958,-2,0,0,-1,"1000-1059",1155,1146,-9,0,0,-1,"1100-1159",0,0,547,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-25T15:00:00.000+0000",42,9,"DCA-ATL"],[2,5,19,7,"2019-05-19","OO",20304,"N740SK",11298,"DFW","TX",14588,"ROW","NM",2219,2217,-2,0,0,-1,"2200-2259",2300,2250,-10,0,0,-1,"2300-2359",0,0,435,2,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-20T03:19:00.000+0000",2,50,"DFW-ROW"],[4,10,24,3,"2018-10-24","DL",19790,"N962DN",10693,"BNA","TN",11433,"DTW","MI",615,610,-5,0,0,-1,"0600-0659",858,851,-7,0,0,-1,"0800-0859",0,0,456,2,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-10-24T11:15:00.000+0000",5,7,"BNA-DTW"],[2,6,16,7,"2019-06-16","OO",20304,"N898SK",13485,"MSN","WI",11433,"DTW","MI",1311,1307,-4,0,0,-1,"1300-1359",1532,1521,-11,0,0,-1,"1500-1559",0,0,311,2,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-06-16T18:11:00.000+0000",4,11,"MSN-DTW"],[4,10,24,3,"2018-10-24","DL",19790,"N894DN",14771,"SFO","CA",13487,"MSP","MN",610,602,-8,0,0,-1,"0600-0659",1156,1135,-21,0,0,-2,"1100-1159",0,0,1589,7,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-24T13:10:00.000+0000",8,21,"SFO-MSP"],[2,5,19,7,"2019-05-19","OO",20304,"N685BR",15607,"VLD","GA",10397,"ATL","GA",1139,1134,-5,0,0,-1,"1100-1159",1259,1241,-18,0,0,-2,"1200-1259",0,0,208,1,0,0,0,0,0,2019,"KVLD","medium_airport","Valdosta Regional Airport",203,"NA","US","US-GA","Valdosta","KVLD","VLD","VLD","-83.27670288085938, 30.782499313354492","America/New_York","2019-05-19T15:39:00.000+0000",5,18,"VLD-ATL"],[4,10,24,3,"2018-10-24","DL",19790,"N919DN",13487,"MSP","MN",11292,"DEN","CO",1945,1939,-6,0,0,-1,"1900-1959",2103,2034,-29,0,0,-2,"2100-2159",0,0,680,3,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-25T00:45:00.000+0000",6,69,"MSP-DEN"],[2,6,30,7,"2019-06-30","DL",19790,"N366NW",14107,"PHX","AZ",14747,"SEA","WA",1856,1853,-3,0,0,-1,"1800-1859",2201,2142,-19,0,0,-2,"2200-2259",0,0,1107,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-07-01T01:56:00.000+0000",3,59,"PHX-SEA"],[4,10,24,3,"2018-10-24","DL",19790,"N919DN",13487,"MSP","MN",10140,"ABQ","NM",1145,1141,-4,0,0,-1,"1100-1159",1337,1319,-18,0,0,-2,"1300-1359",0,0,981,4,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-24T16:45:00.000+0000",4,18,"MSP-ABQ"],[2,5,19,7,"2019-05-19","OO",20304,"N920EV",11433,"DTW","MI",12397,"ITH","NY",1057,1050,-7,0,0,-1,"1000-1059",1218,1204,-14,0,0,-1,"1200-1259",0,0,353,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-19T14:57:00.000+0000",7,14,"DTW-ITH"],[4,10,5,5,"2018-10-05","EV",20366,"N25134",14524,"RIC","VA",11618,"EWR","NJ",1915,1915,0,0,0,0,"1900-1959",2045,2050,5,5,0,0,"2000-2059",0,0,277,2,0,0,0,0,0,2018,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2018-10-05T23:15:00.000+0000",0,-5,"RIC-EWR"],[2,5,19,7,"2019-05-19","OO",20304,"N263SY",15376,"TUS","AZ",12892,"LAX","CA",700,654,-6,0,0,-1,"0700-0759",900,839,-21,0,0,-2,"0900-0959",0,0,451,2,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-05-19T14:00:00.000+0000",46,61,"TUS-LAX"],[4,10,24,3,"2018-10-24","DL",19790,"N894AT",11433,"DTW","MI",14576,"ROC","NY",2200,2157,-3,0,0,-1,"2200-2259",2311,2301,-10,0,0,-1,"2300-2359",0,0,296,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-25T02:00:00.000+0000",43,10,"DTW-ROC"],[2,5,19,7,"2019-05-19","OO",20304,"N259SY",14869,"SLC","UT",12954,"LGB","CA",835,835,0,0,0,0,"0800-0859",940,947,7,7,0,0,"0900-0959",0,0,588,3,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-19T14:35:00.000+0000",0,-7,"SLC-LGB"],[4,10,24,3,"2018-10-24","DL",19790,"N886DN",11433,"DTW","MI",14747,"SEA","WA",845,844,-1,0,0,-1,"0800-0859",1057,1028,-29,0,0,-2,"1000-1059",0,0,1927,8,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-24T12:45:00.000+0000",1,29,"DTW-SEA"],[2,6,30,7,"2019-06-30","DL",19790,"N968AT",13487,"MSP","MN",11057,"CLT","NC",1314,1312,-2,0,0,-1,"1300-1359",1643,1703,20,20,1,1,"1600-1659",0,0,930,4,0,0,20,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-30T18:14:00.000+0000",2,-60,"MSP-CLT"],[4,10,4,4,"2018-10-04","EV",20366,"N11192",13930,"ORD","IL",15370,"TUL","OK",1305,1305,0,0,0,0,"1300-1359",1508,1455,-13,0,0,-1,"1500-1559",0,0,585,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T18:05:00.000+0000",0,53,"ORD-TUL"],[2,6,1,6,"2019-06-01","DL",19790,"N977AT",13930,"ORD","IL",13487,"MSP","MN",910,902,-8,0,0,-1,"0900-0959",1039,1026,-13,0,0,-1,"1000-1059",0,0,334,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-01T14:10:00.000+0000",8,13,"ORD-MSP"],[4,10,25,4,"2018-10-25","DL",19790,"N357NW",10397,"ATL","GA",12945,"LEX","KY",2046,2044,-2,0,0,-1,"2000-2059",2154,2142,-12,0,0,-1,"2100-2159",0,0,304,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-26T00:46:00.000+0000",2,12,"ATL-LEX"],[2,6,1,6,"2019-06-01","DL",19790,"N892AT",10397,"ATL","GA",11618,"EWR","NJ",1502,1502,0,0,0,0,"1500-1559",1716,1705,-11,0,0,-1,"1700-1759",0,0,746,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-01T19:02:00.000+0000",0,11,"ATL-EWR"],[4,10,25,4,"2018-10-25","DL",19790,"N929AT",14635,"RSW","FL",11193,"CVG","KY",1352,1338,-14,0,0,-1,"1300-1359",1615,1552,-23,0,0,-2,"1600-1659",0,0,879,4,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-25T17:52:00.000+0000",14,63,"RSW-CVG"],[2,6,1,6,"2019-06-01","DL",19790,"N349DX",10849,"BZN","MT",13487,"MSP","MN",600,558,-2,0,0,-1,"0600-0659",916,909,-7,0,0,-1,"0900-0959",0,0,874,4,0,0,0,0,0,2019,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2019-06-01T12:00:00.000+0000",42,7,"BZN-MSP"],[4,10,25,4,"2018-10-25","DL",19790,"N943DN",13342,"MKE","WI",11433,"DTW","MI",1257,1255,-2,0,0,-1,"1200-1259",1510,1500,-10,0,0,-1,"1500-1559",0,0,237,1,0,0,0,0,0,2018,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2018-10-25T17:57:00.000+0000",2,10,"MKE-DTW"],[2,6,1,6,"2019-06-01","DL",19790,"N935AT",10397,"ATL","GA",10431,"AVL","NC",1245,1242,-3,0,0,-1,"1200-1259",1340,1331,-9,0,0,-1,"1300-1359",0,0,164,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-01T16:45:00.000+0000",3,9,"ATL-AVL"],[4,10,26,5,"2018-10-26","EV",20366,"N10575",11042,"CLE","OH",11278,"DCA","VA",1233,1227,-6,0,0,-1,"1200-1259",1357,1338,-19,0,0,-2,"1300-1359",0,0,310,2,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-10-26T16:33:00.000+0000",6,19,"CLE-DCA"],[2,5,24,5,"2019-05-24","OO",20304,"N177SY",11259,"DAL","TX",14771,"SFO","CA",905,859,-6,0,0,-1,"0900-0959",1105,1111,6,6,0,0,"1100-1159",0,0,1476,6,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-24T14:05:00.000+0000",46,-6,"DAL-SFO"],[4,10,5,5,"2018-10-05","EV",20366,"N26545",12266,"IAH","TX",12896,"LBB","TX",1435,1431,-4,0,0,-1,"1400-1459",1618,1612,-6,0,0,-1,"1600-1659",0,0,458,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-05T19:35:00.000+0000",4,6,"IAH-LBB"],[2,5,11,6,"2019-05-11","OO",20304,"N726SK",15376,"TUS","AZ",12892,"LAX","CA",601,556,-5,0,0,-1,"0600-0659",749,743,-6,0,0,-1,"0700-0759",0,0,451,2,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-05-11T13:01:00.000+0000",45,6,"TUS-LAX"],[4,10,14,7,"2018-10-14","EV",20366,"N29917",12266,"IAH","TX",12896,"LBB","TX",1435,1433,-2,0,0,-1,"1400-1459",1618,1620,2,2,0,0,"1600-1659",0,0,458,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-14T19:35:00.000+0000",2,-2,"IAH-LBB"],[2,6,2,7,"2019-06-02","DL",19790,"N341NB",13487,"MSP","MN",13198,"MCI","MO",1328,1321,-7,0,0,-1,"1300-1359",1455,1444,-11,0,0,-1,"1400-1459",0,0,393,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-02T18:28:00.000+0000",7,11,"MSP-MCI"],[4,10,23,2,"2018-10-23","EV",20366,"N16559",11618,"EWR","NJ",14524,"RIC","VA",1715,1710,-5,0,0,-1,"1700-1759",1845,1845,0,0,0,0,"1800-1859",0,0,277,2,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-23T21:15:00.000+0000",5,0,"EWR-RIC"],[2,5,11,6,"2019-05-11","OO",20304,"N606SK",13232,"MDW","IL",11433,"DTW","MI",1700,1700,0,0,0,0,"1700-1759",1912,1902,-10,0,0,-1,"1900-1959",0,0,228,1,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-11T22:00:00.000+0000",0,10,"MDW-DTW"],[4,10,26,5,"2018-10-26","EV",20366,"N14916",15370,"TUL","OK",12266,"IAH","TX",1850,1840,-10,0,0,-1,"1800-1859",2026,1959,-27,0,0,-2,"2000-2059",0,0,429,2,0,0,0,0,0,2018,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2018-10-26T23:50:00.000+0000",10,67,"TUL-IAH"],[2,5,11,6,"2019-05-11","OO",20304,"N457SW",10408,"ATW","WI",13487,"MSP","MN",1451,1445,-6,0,0,-1,"1400-1459",1607,1547,-20,0,0,-2,"1600-1659",0,0,236,1,0,0,0,0,0,2019,"KATW","small_airport","Appleton International Airport",918,"NA","US","US-WI","Appleton","KATW","ATW","ATW","-88.5190963745, 44.258098602299995","America/Chicago","2019-05-11T19:51:00.000+0000",6,60,"ATW-MSP"],[4,10,25,4,"2018-10-25","DL",19790,"N308DN",11433,"DTW","MI",13487,"MSP","MN",1352,1349,-3,0,0,-1,"1300-1359",1442,1432,-10,0,0,-1,"1400-1459",0,0,528,3,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-25T17:52:00.000+0000",3,10,"DTW-MSP"],[2,6,2,7,"2019-06-02","DL",19790,"N815DN",11433,"DTW","MI",14771,"SFO","CA",1225,1222,-3,0,0,-1,"1200-1259",1434,1428,-6,0,0,-1,"1400-1459",0,0,2079,9,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-02T16:25:00.000+0000",3,6,"DTW-SFO"],[4,10,18,4,"2018-10-18","EV",20366,"N11192",10185,"AEX","LA",12266,"IAH","TX",1610,1607,-3,0,0,-1,"1600-1659",1721,1736,15,15,1,1,"1700-1759",0,0,190,1,0,0,15,0,0,2018,"KAEX","medium_airport","Alexandria International Airport",89,"NA","US","US-LA","Alexandria","KAEX","AEX","AEX","-92.54979705810547, 31.32740020751953","America/Chicago","2018-10-18T21:10:00.000+0000",3,-15,"AEX-IAH"],[2,6,2,7,"2019-06-02","DL",19790,"N852DN",10821,"BWI","MD",11433,"DTW","MI",941,940,-1,0,0,-1,"0900-0959",1112,1113,1,1,0,0,"1100-1159",0,0,409,2,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-02T13:41:00.000+0000",1,-1,"BWI-DTW"],[4,10,25,4,"2018-10-25","DL",19790,"N361DN",10821,"BWI","MD",11433,"DTW","MI",600,557,-3,0,0,-1,"0600-0659",738,729,-9,0,0,-1,"0700-0759",0,0,409,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-25T10:00:00.000+0000",43,9,"BWI-DTW"],[2,5,11,6,"2019-05-11","YV",20378,"N502MJ",13931,"ORF","VA",12264,"IAD","VA",1445,1433,-12,0,0,-1,"1400-1459",1544,1525,-19,0,0,-2,"1500-1559",0,0,157,1,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-11T18:45:00.000+0000",12,19,"ORF-IAD"],[4,10,9,2,"2018-10-09","EV",20366,"N903EV",13930,"ORD","IL",12278,"ICT","KS",2105,2102,-3,0,0,-1,"2100-2159",2307,2320,13,13,0,0,"2300-2359",0,0,588,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-10T02:05:00.000+0000",3,-13,"ORD-ICT"],[2,5,14,2,"2019-05-14","YV",20378,"N88301",13487,"MSP","MN",12266,"IAH","TX",800,754,-6,0,0,-1,"0800-0859",1110,1024,-46,0,0,-2,"1100-1159",0,0,1034,5,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-14T13:00:00.000+0000",46,86,"MSP-IAH"],[4,10,15,1,"2018-10-15","EV",20366,"N854AS",12278,"ICT","KS",13930,"ORD","IL",800,759,-1,0,0,-1,"0800-0859",959,1016,17,17,1,1,"0900-0959",0,0,588,3,0,0,17,0,0,2018,"KICT","large_airport","Wichita Eisenhower National Airport",1333,"NA","US","US-KS","Wichita","KICT","ICT","ICT","-97.433098, 37.649899","America/Chicago","2018-10-15T13:00:00.000+0000",41,-57,"ICT-ORD"]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"QUARTER","type":"\"integer\""},{"metadata":"{}","name":"MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_WEEK","type":"\"integer\""},{"metadata":"{}","name":"FL_DATE","type":"\"string\""},{"metadata":"{}","name":"OP_UNIQUE_CARRIER","type":"\"string\""},{"metadata":"{}","name":"OP_CARRIER_AIRLINE_ID","type":"\"integer\""},{"metadata":"{}","name":"TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"DEST_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"DEST_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"CRS_DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CRS_ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_DELAY","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"ARR_DEL15","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"DIVERTED","type":"\"double\""},{"metadata":"{}","name":"DISTANCE","type":"\"double\""},{"metadata":"{}","name":"DISTANCE_GROUP","type":"\"integer\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""},{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"ident","type":"\"string\""},{"metadata":"{}","name":"type","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"elevation_ft","type":"\"integer\""},{"metadata":"{}","name":"continent","type":"\"string\""},{"metadata":"{}","name":"iso_country","type":"\"string\""},{"metadata":"{}","name":"iso_region","type":"\"string\""},{"metadata":"{}","name":"municipality","type":"\"string\""},{"metadata":"{}","name":"gps_code","type":"\"string\""},{"metadata":"{}","name":"iata_code","type":"\"string\""},{"metadata":"{}","name":"local_code","type":"\"string\""},{"metadata":"{}","name":"coordinates","type":"\"string\""},{"metadata":"{}","name":"tz","type":"\"string\""},{"metadata":"{}","name":"FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"calc_dep_delay","type":"\"integer\""},{"metadata":"{}","name":"calc_arr_delay","type":"\"integer\""},{"metadata":"{}","name":"CITY_PAIR","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["## Add column for city pair\n","df_airlines = df_airlines.withColumn(\"CITY_PAIR\", concat(col(\"ORIGIN\"),lit('-'),col(\"DEST\")) )\n","\n","display(df_airlines)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9af23a21-1e9f-4b76-a225-c0f2e16e9bac","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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CITY_PAIRsum(DEP_DEL15)countavg(DEP_DELAY)percentage
7016SFO-LAX18762.09361810.53868920.041018
3190LAX-SFO22527.09267213.55354424.308313
7505JFK-LAX11726.0761238.13641115.404017
2495LAX-JFK14881.07609611.64362119.555561
3898LAS-LAX13559.0716829.35399418.915488
3678LAX-LAS14008.0716568.97037219.548956
3759LGA-ORD13344.07046912.80103318.935986
186ORD-LGA16520.07001815.17538323.593933
5211OGG-HNL4811.062614-0.1419657.683585
870HNL-OGG3533.062574-0.6902875.646115
\n","
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
CITY_PAIRsum(DEP_DEL15)countavg(DEP_DELAY)percentage
7016SFO-LAX18762.09361810.53868920.041018
3190LAX-SFO22527.09267213.55354424.308313
7505JFK-LAX11726.0761238.13641115.404017
2495LAX-JFK14881.07609611.64362119.555561
3898LAS-LAX13559.0716829.35399418.915488
3678LAX-LAS14008.0716568.97037219.548956
3759LGA-ORD13344.07046912.80103318.935986
186ORD-LGA16520.07001815.17538323.593933
5211OGG-HNL4811.062614-0.1419657.683585
870HNL-OGG3533.062574-0.6902875.646115
\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# Calculate group delays by all city pair\n","\n","citypair_delays = df_airlines.groupBy(\"CITY_PAIR\").sum(\"DEP_DEL15\").toPandas()\n","\n","#Calcualte delays in minutes\n","citypair_delays_minutes = df_airlines.groupBy(\"CITY_PAIR\").mean(\"DEP_DELAY\").toPandas()\n","citypair_delays_count = df_airlines.groupBy(\"CITY_PAIR\").count().toPandas()\n","citypair_delays.set_index('CITY_PAIR', inplace=True)\n","citypair_delays_count.set_index('CITY_PAIR', inplace=True)\n","citypair_delays_minutes.set_index('CITY_PAIR', inplace=True)\n","\n","#test_delays_count\n","df_citypairdelays = pd.concat([citypair_delays,citypair_delays_count],axis = 1)\n","df_citypairdelays = pd.concat([df_citypairdelays,citypair_delays_minutes],axis = 1)\n","\n","##df_delays.sort_values(by ='% of Total Values', ascending=False )\n","df_citypairdelays['percentage']=df_citypairdelays['sum(DEP_DEL15)']/df_citypairdelays['count']*100\n","\n","#df_delays.index = pd.to_datetime(df_delays.index, errors='coerce')\n","#df_delays.sort_index(inplace=True)\n","#df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n","df_citypairdelays = df_citypairdelays.reset_index()\n","\n","df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f1cd153e-12f8-4ea3-aee9-1e0f58dd4305","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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CITY_PAIRsum(DEP_DEL15)countavg(DEP_DELAY)percentageORIGINDESTINSET_KEY
7016SFO-LAX18762.09361810.53868920.041018SFOLAXSFO-LAX
3190LAX-SFO22527.09267213.55354424.308313LAXSFOSFO-LAX
7505JFK-LAX11726.0761238.13641115.404017JFKLAXJFK-LAX
2495LAX-JFK14881.07609611.64362119.555561LAXJFKJFK-LAX
3898LAS-LAX13559.0716829.35399418.915488LASLAXLAS-LAX
3678LAX-LAS14008.0716568.97037219.548956LAXLASLAS-LAX
3759LGA-ORD13344.07046912.80103318.935986LGAORDLGA-ORD
186ORD-LGA16520.07001815.17538323.593933ORDLGALGA-ORD
5211OGG-HNL4811.062614-0.1419657.683585OGGHNLOGG-HNL
870HNL-OGG3533.062574-0.6902875.646115HNLOGGOGG-HNL
\n","
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
CITY_PAIRsum(DEP_DEL15)countavg(DEP_DELAY)percentageORIGINDESTINSET_KEY
7016SFO-LAX18762.09361810.53868920.041018SFOLAXSFO-LAX
3190LAX-SFO22527.09267213.55354424.308313LAXSFOSFO-LAX
7505JFK-LAX11726.0761238.13641115.404017JFKLAXJFK-LAX
2495LAX-JFK14881.07609611.64362119.555561LAXJFKJFK-LAX
3898LAS-LAX13559.0716829.35399418.915488LASLAXLAS-LAX
3678LAX-LAS14008.0716568.97037219.548956LAXLASLAS-LAX
3759LGA-ORD13344.07046912.80103318.935986LGAORDLGA-ORD
186ORD-LGA16520.07001815.17538323.593933ORDLGALGA-ORD
5211OGG-HNL4811.062614-0.1419657.683585OGGHNLOGG-HNL
870HNL-OGG3533.062574-0.6902875.646115HNLOGGOGG-HNL
\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# aggreate all delays by city pair both Origina and Destination\n","df_citypairdelays[['ORIGIN','DESTIN']]= df_citypairdelays['CITY_PAIR'].str.split('-', expand=True)\n","df_citypairdelays['SET_KEY'] = df_citypairdelays[['ORIGIN','DESTIN']].to_numpy().tolist()\n","df_citypairdelays['SET_KEY'] = df_citypairdelays.SET_KEY.map(set)\n","df_citypairdelays['SET_KEY'] = df_citypairdelays.SET_KEY.map(list)\n","df_citypairdelays['SET_KEY']= df_citypairdelays['SET_KEY'].str[0]+ '-'+ df_citypairdelays['SET_KEY'].str[1]\n","#bring in the \n","df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9545a8cb-8ebb-431a-9d68-23f41ad9e3dd","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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CITY_PAIRcountavg_min_delay
3913SFO-LAX18629012.046116
2049JFK-LAX1522199.890016
2179LAS-LAX1433389.162183
2395LGA-ORD14048713.988208
2972OGG-HNL125188-0.416126
2311LAX-SEA1173995.232440
129ATL-MCO1164368.130244
1495FLL-ATL1073698.599010
2341LGA-ATL10672912.508699
3955SFO-SEA10584310.927334
\n","
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
CITY_PAIRcountavg_min_delay
3913SFO-LAX18629012.046116
2049JFK-LAX1522199.890016
2179LAS-LAX1433389.162183
2395LGA-ORD14048713.988208
2972OGG-HNL125188-0.416126
2311LAX-SEA1173995.232440
129ATL-MCO1164368.130244
1495FLL-ATL1073698.599010
2341LGA-ATL10672912.508699
3955SFO-SEA10584310.927334
\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# calculate the number of operations by city pair, \n","city_pair_operations = df_citypairdelays.groupby(['SET_KEY'])['count'].sum().to_frame(name = 'count').reset_index()\n","city_pair_operations.rename(columns = {'SET_KEY':'CITY_PAIR'}, inplace = True)\n","city_pair_operations.sort_values(by = 'count', ascending = False).head(10)\n","\n","city_pair_operations2 = df_citypairdelays.groupby(['SET_KEY'])['avg(DEP_DELAY)'].mean().to_frame(name = 'avg_min_delay').reset_index()\n","city_pair_operations2.rename(columns = {'SET_KEY':'CITY_PAIR'}, inplace = True)\n","#city_pair_operations2.sort_values(by = 'count', ascending = False).head(10)\n","\n","#city_pair_operations.sort_values(by = 'count', ascending = False).head(10)\n","\n","city_pair_operations = pd.merge(city_pair_operations, city_pair_operations2, left_on='CITY_PAIR', right_on='CITY_PAIR')\n","city_pair_operations.sort_values(by = 'count', ascending = False).head(10)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"dd8cfdd1-87a4-45b8-aacb-2aaf55951937","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# create color scale bar for legend\n","from matplotlib.cm import viridis, turbo\n","from matplotlib.colors import to_hex\n","\n","# We will need to scale the GINI values to lie between 0 and 1\n","min_gini = 0\n","max_gini = 15\n","gini_range = max_gini - min_gini\n","\n","def calculate_color(gini):\n"," \"\"\"\n"," Convert the GINI coefficient to a color\n"," \"\"\"\n"," # make gini a number between 0 and 1\n"," normalized_gini = (gini - min_gini) / gini_range\n","\n"," # invert gini so that high inequality gives dark color\n"," inverse_gini = 1.0 - normalized_gini\n","\n"," # transform the gini coefficient to a matplotlib color\n"," #mpl_color = viridis(inverse_gini)\n"," mpl_color = turbo(normalized_gini)\n"," # transform from a matplotlib color to a valid CSS color\n"," gmaps_color = to_hex(mpl_color, keep_alpha=False)\n","\n"," return gmaps_color\n","\n","n=500\n","fig, ax = plt.subplots(figsize=(8, 0.5))\n","plt.rcParams['font.size'] = 12\n","for x in range(n+1):\n"," ax.axvline(gini_range*x/n+min_gini, color=calculate_color(gini_range*x/n+min_gini), linewidth=4) \n","#ax.set_title(\"hello\")\n","ax.set_xlabel('Avg. Delay (minutes) ')\n","#ax.xaxis.set_major_formatter('${x:,.0f}')\n","ax.set_ylim(0,0.5)\n","ax.set_xlim(0,15)\n","ax.get_yaxis().set_visible(False)\n","ax.get_yaxis().set_visible(False)\n","\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f91b9257-378e-4498-b80b-99408f690ab8","showTitle":false,"title":""}},"outputs":[],"source":["# assign a color to every city pair\n","test3 = city_pair_operations.sort_values(by = 'count', ascending = False).head(20)\n","col_list = test3[\"avg_min_delay\"].values.tolist()\n","#print(col_list)\n","\n","colors = []\n","for i in col_list:\n"," colors.append(calculate_color(i))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"353eea50-898d-4268-8355-9b83177f1f00","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAXQAAAFCCAYAAADhQCbjAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAw5UlEQVR4nO3de7xVVb3//9dbQBAQUFFEEFDLS94w8RqamuUlLdMyUREzIx+/r2XHOmme6mCZnsxSs4upKZp4S4+3tMJrmXfoaJq3vKAgogKibgQU+Pz+GHPZZLn23mvvvdZei8n7+XjMB3vOcZljzr357LHGHHsORQRmZrbyW63RDTAzs9pwQDczKwgHdDOzgnBANzMrCAd0M7OCcEA3MysIB/RVmKTzJX2vCdpxiqSLGtyG3SQ9XcP69pF0Q63q6wpJkyRd3sEyR0iaWmXeAyVd3bnWWU1FhLcm34AZwCKgBXgDuAXYsNHtyto2Cbi8inyHA9Oya3gF+CMwtkK+UUAAPTvZnqOBZdl53gIeAQ5owH2ZBuzc6O9P+feoq/e3jXM8DmzTSlpv4LfAi8Db2fdkv7I8nwCeAt4B7gJG5tIOBe7L0u6uUH8AC7PveQtwURvt3Bm4DZgPvA78HhiaSxfwY2Betv0YUJa2KXBjVm4+8Gdgs1zZrbJjc1No7f7vtXvoK48DI6I/MBR4FTivwe2pmqQTgXOA04EhwAjgV8Bn63TK+7N7NYgUSK6RtFZnK5PUs4P5dwAGRsQDtaivu3WyfVcCE1tJ6wnMBD4ODAS+S/qejMrONxj4X+B7wNqkX4b5Hv980s/P/7Rx/m0jon+2HdtGvrWAC0i/2EaSfsFckkufCBwEbAtsAxwIfDVLGwTcBGxG+jl+iBTgS94DrgG+3Mb566vRvQdv7W+kHvreuf39gWdy+3cDx+b2jwb+ln0t4GzgNVKP9TFgqyxtMnBartwBpN7TAlKPaJtc2knAy6T/AE+TelT7Au+SfpBbgEcrtH1glvaFNq5vEv/uQb5E6nGVelsfJ/2H3jqXfz1Sb23dCnW9f+3Zfr+svjHAl4Ans2t4HvhqLt8ewKyye34S8A9gCSkofeAetHI936esl5i14f8B/wJeyI59BXg2u76bgA2y46Mo60Xnv8elawTOIn1ie4FcjxfYCPhL1s7bgF+0cX93yeq7N/s5mQecVuE+BvD17L7NBX4CrJZL/1jpuqr8mf4HcEj29UTgvrLv2SJg87Iyx9J6D/1Dnfy/9VHg7dz+fcDE3P6XgQdaKbt2du51yo5/CPfQrRqS+gJfBCr2/ir4FLA76ePiQNLH13kV6t0OuJjUG1kH+A1wk6TekjYDjgd2iIg1gX2AGRHxJ1Kv++pIPaNtK5x/F6APcH2V7d09+3dQVudfgKuAI3N5xgF3RMTrbVWU9TSPJQWuf5F+qR0ADCAF97MlfbSNKsYBnyb1zDahwj1opdzWpIBf7iBgJ+AjkvYCziB9P4aShiOuaut6yuyUnWMwcCbwW0nK0q4ApmdpPwQm5MqV39/7c/U9T+p5/qiVc36O9Ivxo6RPV8fk0p4ERkka0F7DJQ0h/Tz+Mzu0JfBoKT0iFgLPZcer9VdJcyT9b6nnX6Xdc+34QFuyr1trx+7AnIj4wP+nRnFAX3ncIGkB8CbwSVIPqRrvAWsCm5PGAp+MiFcq5JsI/CYiHoyIZRFxKalnujNpTLo3KRD1iogZEfFcledfB5gbEUurzF/JpcC4XMAaD/yujfw7Z/dqDikofy4i3oyIWyLiuUj+AkwFdmujnp9HxMyIWETH7sEgUu+43BkRMT+r7wjg4oj4e0QsAb4D7NKBYPRiRFwYEctI92coMETSCGAH4HsRsSQi/grcXEV9syPivIhYmrWvkh9n7X+JNAQyLpdWut5BbZ1EUi9gCnBpRDyVHe5P+rnOe5P0c1uNj5M+1WwOzAb+UM2wkaRtSJ+m/jN3uLwtbwL9cz97pbLDgV8CJ1bZxm7hgL7yOCgiBpF6u8cDf5G0fnuFIuJO0kfuXwKvSbqglV7USOCbkhaUNmBD0jDAs8A3SEMjr0m6StIGVbZ7HjC4K+PGEfEgaYhlD0mbkz7S3tRGkQciYlBEDI6InSPidgBJ+0l6QNL87Pr2J/ViWzMz14aO3IM3qByMZua+3oDUKy/V30K6V8PaaE/enFzZd7Iv+2f1vpH1cktepH0z28+yQp4Xs3OVlK53QWuFJa1G+kX8LulnuKSF9KkpbwCVfyl+QET8NSLejYgFwAmkIactJI2Q1FLaytryIdKD+RMi4p422jIAaIlsLCUruy6pM/CriLiymjZ2Fwf0lUzWe/5fUo9xbHZ4IdA3l239sjI/j4jtgY+QPurmeyQlM4EfZYGwtPUt/cBGxBURMZYU+IP09J/s67bcT+rpH1TtJbZy/FLSsMt44NqIWFxlfQBI6g1cRxp3HpL9cryV9Iyhqra0cQ/K/YN0n9uqb3ZWT6l9/UifZl4mfT+hje9pG14B1srqKxnRShtaa1trNiyrc3ZufwvSMNxblQpmPdzfkoZ0DomI93LJ/yQ9hCzl7Uca4vonnROkT6Mvxb8flPbP1T8SuB34YUSUf9JboS3Z1//MlV2LFMxviojWhqYaxgF9JaPks6Sn9U9mhx8BDpbUN+t5fDmXfwdJO2UfdRcCi4HlFaq+EDguyytJ/SR9WtKakjaTtFcWFBeTHliV6niVNHZa8WcpIt4kfaz9paSDsjb2ynrLZ1Yo8npW98Zlxy8njeEeCVzW5k2qbHXSkMnrwFJJ+5GeL1SlnXtQ7lbSMEBbrgS+JGl0VufpwIPZUM7rpMB+pKQeko4hBbh2RcSLpFkip0paXdJY0kyNktbubzX+U9JakjYk9YTzM1E+TurxtubXpKB/YIUhneuBrSQdIqkP6eflH6Uhmewe9CE9mF5NUp/s5xlJW2b3sIek/sBPSffuSSqQNAy4E/hFRJxfIctlwImShmWfwL5JmjxA9sn2z8C9EXFyhbqVtXP1bL9P9r3tPo14EuutYxsrzkN/mzTn94hc+mBSr+Ft0myFSfx7lssnSD3GFtLshClA/yxtMivOctkXeJj0sfkV0hzdNUnTtx7K6p8P/IF/z8hYhzTj4g3g721cwxGkQLOQNFxwC7BrljaJ3Fx24AekwLOA3FxuUq9qBtm84FbOczS52Rllaf+P9AtoAemj/1Wl66fyLJf8zKJW70Er53oY2Cm3/4GZGMBxpId/pfqG59L2I81eWUAKUn+hbJZLWV3v108K1vdk3/MVZrlUur+t1LfCMVac5TIva1OPXPpjpKmDle5F6RPNYv49u6aFFX+G9ybNQ19EmtEzqqwtUbZNztL2Ij0cXkh66H0D8OE2vi//zYqzfFpIQyqldJEeMs/PtjP59zz0CXxwznsLMCJLH1WhnTO6M1aUGmrW9CRdTHp4991Gt6U9kj4F/H8RcVCj21ILkoIUKJ+tkHYgMD4iDu3+llmeA7qtFLLZH48A20XEC41tzaqnrYBuzcNj6Nb0JP2QNMz0Ewdzs9a5h25mVhDuoZuZFYQDuplZQTT1W99WZoMHD45Ro0Y1uhlmVjDTp0+fGxHrVkpzQK+TUaNGMW3atEY3w8wKRlKrr3LwkIuZWUE4oJuZFYQDuplZQTigm5kVhAO6mVlBeJZLnSx7/hEWjFu70c0wsyY26Mr5Na3PPXQzs4JwQDczK4iGBHRJYyXdJ+nNbH3He7OVdY6WtCy/DqCkX+TK7SrpTklvZ2VvlvSRds41SdLlVeQJSTuVHf+apMclrZ479g1J/9eVNTLNzOqh2wN6tozTH4DzgLVJi+KeSlp3EuD+yK0DGBHHZ+V2Ia3KcyNpcdqNgEeBeyV1ZjmtUnsEHEVaneSosuRfklZ1+a8s78ZZW78cXVvF3sys5hrRQ98UICKujLTg8aKImBoR/2in3JnAZRFxbkS8HRHzs5VrHiAtYdZZuwFDSctrHZbvjUfEctL6nP8haWvSupu/ioi/d+F8ZmZ10YiA/gywTNKl2ULBa7VXQFJfYFfSGpflrgE+2YX2TABuzuqBFRfUJSKeBs4A7gKGk3roZmZNp9sDekS8BYwlLaB6IfC6pJskDcmy7CxpQW7bmTQ0sxpp4eJyr5AWSe6w7BfFF4ArIuI94Fo+OOwCacHddYBrI2JxG/VNlDRN0rS5S7xwiJl1r4Y8FI2IJyPi6IgYDmxFGhM/J0t+ICIG5bYHSCvKLycNjZQbSlrNHklH5B6m/rGKpnwOWArcmu1PAfaT9P6rKbMhmN+QxvyPb2u8PiIuiIgxETFmcG9VcXozs9pp+LTFiHgKmEwK7K3lWQjcT+pNlzsUuCPLNyX3MHW/Kk4/AegPvCRpDmlIpxdweC7P94DXgBOA80nB3cys6XT71DtJmwOfBq6OiFmSNgTGkR5utuVk4M+SngIuIbX9m8AuwA7tlF1NUp/cfpCGaT4B7AfkH8h+gzTscq6kbUkPS7ePiJA0CfiHpC9FxCXtXqyZWTdqRA/9bWAn4EFJC0mB/HFScG5VRPwN2Ac4mDRu/iKwHTA2Iv7VzjnHAYty23PAeOCRbIbNnNIG/BzYJgvmvwV+FBHPZm1YBHwF+EluzN/MrCkowg/v6mG7tXvGXfsMaHQzzKyJdeZdLpKmR8SYSmn+a8c66bHxaAZd6SXozKz7NPyhqJmZ1YYDuplZQTigm5kVhAO6mVlBOKCbmRWEA7qZWUE4oJuZFYQDuplZQTigm5kVhAO6mVlBOKCbmRWEA7qZWUE4oJuZFYTftlgn8fZTLLlr10Y3w6yweu95X6Ob0HTcQzczKwgHdDOzgmi6gC7pbknHStpD0nJJLbnt5izPJEmX58oMk/SUpJ9LUll9kyWd1s45J0taKmlo2fGfSppaduwcSX/o+pWamdVW0wX0MrMjon9uO7A8g6SRwF+BmyLi69HBNfUk9QMOAd4EjixL/h6wsaQvZXl3ASYAx3XiWszM6qrZA3qbJG1CCuZTIuLbnazmEGAB8ANSsH5fRLxDWhT6rOwXx8XAyRExq9ONNjOrk5U5oG9MCua/iYjvd6GeCcCVwFXA5pK2zydGxF3AtcB0YA5wQRfOZWZWN80e0DeQtCC3HZpL2wroB1zd2coljQD2BK6IiFeBO4CjKmS9B1gny9fqkI6kiZKmSZr2+pvvdbZZZmad0uwBfXZEDMpt1+TSbiINgdyZDYcg6ZTcA9Tzq6h/PPBkRDyS7U8BDpfUq5RB0jrAWcA5wA8kDWqtsoi4ICLGRMSYdQf2ai2bmVldrNR/WBQRJ0rqTQrqu0fE6cDpHajiKGCEpDnZfk9ST3x/4Mbs2DnAnyLiPyRtQArux9bkAszMaqjZe+jVOB64C7hD0pBW8vSQ1Ce3rZ7NWNkE2BEYnW1bAVeQDbtI2h/4JHBiVs/XgIMk7VmvizEz66xmDehVTz3MxrQnAg8Bt0saXCHbycCi3HYn6WHojRHxWETMKW3AucAB2TDO+cDXI2J+dq7XgG8CF0hao/OXZ2ZWe+rgtO26k/R34AcRcUOj29IV22/WP+47f5tGN8OssFbVd7lImh4RYyqlNVUPXdKWwBbA/zW6LWZmK5umeSgq6cekv9Q8KSJebHR7ukprbr7K9iDMrDGaJqBHxEnASY1uh5nZyqqphlzMzKzzHNDNzArCAd3MrCAc0M3MCsIB3cysIBzQzcwKwgHdzKwgHNDNzArCAd3MrCAc0M3MCsIB3cysIJrmXS5F897ip5jz1K6NbobZSmH9zf0iu1pwD93MrCAc0M3MCqJhAV3SDEl7t5ImSc9LeqJC2paSpkqaL2mBpOnZ2p8dPk9b55LUQ9JDkv6r7NjDkr5V3VWamXWfZu2h7w6sB2wsaYeytJuB24D1szxfB96q9bkiYhlwDHCSpM2zw98irXd6dhfOZ2ZWF836UHQCcCOwRvb1wwDZAtAbARdGxLtZ3nvrcS6AiHhc0s+AiyR9BTgFGJsFezOzptJ0PXRJfYHPA1Oy7TBJq2fJ84BngcslHSRpSB3PVXI6MBC4BzgnIh7ryjnNzOql6QI6cDCwBJgK3AL0Aj4NEBEB7AnMAH4KvCLpr5I+XOtzlWSfBB4E1iEF/VZJmihpmqRp8954r5NNMjPrnGYM6BOAayJiaUQsBq7LjgEQEbMi4viI2AQYCSwELgOQ9EdJLdl2RFfPldW5G3AQcClwbluVRcQFETEmIsass1avaq/XzKwmmmoMXdJwYC9gR0mHZIf7An0kDY6Iufn8ETFT0i+BK7P9/Wp5LklrAL8lPQz9PfCYpCMj4vIuXKaZWV00uofeS1Kf0gZ8CXgG2AwYnW2bArOAcZLWknSqpA9JWi17SHoM8EBHziOpJzC+rXNl5U4FZkTE5IhYCHwVODs7r5lZU2l0D/3Wsv3ngHMjYk7+oKTzSUMhFwOjgNuBwUALcBfwtQ6e50ekh6G/bO1cku4nBfDRpbSIuE3SH0hDL9UM6ZiZdRul54xWa9tu1T/+fO02jW6G2UrB73KpnqTpETGmUlqjh1zMzKxGGj3kUli9+mzuXoeZdSv30M3MCsIB3cysIBzQzcwKwgHdzKwgHNDNzArCAd3MrCAc0M3MCsIB3cysIBzQzcwKwgHdzKwgHNDNzArCAd3MrCD8cq46WfDodG4Y6t+XZpUc9MryRjehkBxxzMwKwgHdzKwg6h7QJc2QtHeF42tK+lmWvlDSS5KulbRTWT5Jel7SE1Web5CkX0uaI+kdSY9J+lKFNi2S1JLlmyypfy59sqR3Jb2dbY9LOkPSwM7eBzOzemtID11Sb+BOYGvgAGAAsAVwFbBfWfbdgfWAjSXt0E69q5PWGx0J7AIMBP4T+B9JJ5ZlPzAi+pPWDN0O+E5Z+pkRsSawLmnx6p2BeyX1q/5Kzcy6T6OGXMYDw4GDIuLxiFgWEQsj4tqImFSWdwJwI2mh5wlV1DsC+EJEvBAR70XEn4CvAz+QNKC8QLZI9J/JLQZdlr44Ih4GPgOsQwruZmZNp1EBfW/gzxGxsK1MkvoCnwemZNthWS+8NZ8E/lih3uuAPqRee/k5hpM+FTzbVlsi4m3gNmC3tvKZmTVKowL6YGBOaUfSaEkLJL0l6elcvoOBJcBU4BagF/Dpdup9pfxgRCwF5mbpJTdIehuYCbwG/HcV7Z4NrN1aoqSJkqZJmvaWZ2WZWTdrVECfBwwt7UTEIxExiBTAe+fyTQCuiYilEbGY1NOeACDplOyhZouk87P8c/P1lkjqSQrmc3OHD8rGyPcANmfFYN+aYcD81hIj4oKIGBMRYwZ4/pCZdbNGhZ07gE+19YAxGwrZCzgym4kyhzT8sr+kwRFxekT0z7bjsmK3A/tVqPcQUk//gfLzRMRfgMnAWW01OJsFszdwT1VXaGbWzboroPeS1Ke0AVeQhkaul7SVpB7Z8TG5MuOBZ4DNSA8sRwObArOAca2c53dZ+u8ljZLUS9I+wM+BSRHxZivlzgE+KWnb8gRJvSVtD9wAvAFcUv1lm5l1n+4K6LcCi3LbycCewBOksfG3gKeBHYBDszITgF9FxJz8BpxPK7NdImIJqRc9E3gwq/dnwH9FxE9aa1xEvA5cBnw/d/jb2Rj7vCxtOrBrew9yzcwaRRHR6DYU0od6Kc4arEY3w6wp+V0unSdpekSMqZTmR3dmZgXhty3WyaBtt+egadMa3QwzW4W4h25mVhAO6GZmBeGAbmZWEA7oZmYF4YBuZlYQDuhmZgXhgG5mVhAO6GZmBeGAbmZWEA7oZmYF0aWALuljtWqImZl1TbvvcpHUg/RK22HAnyLicUkHAKcAawDb1beJZmZWjWpezvVbYEPgIeDnkmaTFqI4OSJuqGPbzMysA9p9H7qkx4FtImJ5tqrQHGCTiJjXHQ1cWfXt2T82Gzi60c0w65L/m/e3RjfBynT1fejvRsRygGyh5ucdzM3Mmk81Qy6bS/pH9rWATbJ9ARER29StdWZmVrVqeuhbAAdm2wG5/QOyf9sl6WhJj0l6R9IcSb+WNCiX/mFJV0l6XdJbkv4l6TxJw3N51pT0M0kzJC2U9JKkayXt1MZ5J0s6rezYKEkhqWcuT0jaMZfnQ5Iit3+3pGOruVYzs0ZpN6BHxIttbe2Vl/RN4MfAfwIDgZ2BkcBtklaX9CHSgs6zge0iYgDwMeA5YGxWR2/gTmBr0i+SAaRfLFcB+3X4qj9oPnBau7nMzJpYNdMW3wYqPTktDbkMaKPsAOBU4JiI+FN2eIakQ4EXgCOBvYB7I+LEUrmIeA04J1fVeGA4sEdELMyOLQSuzbauuhQ4XNLHI+IvNajPzKzbtRvQI2LNLtS/K9AH+N+yOlsk3Qp8EtgTOLmdevYG/pwL5rX2DnA68COyTwWdIWkiMBGg12q9a9MyM7MqdeovRSX1k3SkpFvayToYmBsRSyukvZKlDyZNhSzVfbykBZJaJF2YqyefZ3SW5y1JT7fThm9leRdIWgD8o5V8vwFGSOr0EE5EXBARYyJiTE95/W0z615VB/RsvPtzkn5PCsafAM5vp9hcYHDpAWSZoVn6vOxrACLiFxExiDTk0is7XJ7nkSzPwUDvrH2nZL8EWiTl23VWRAwqbUDFWTkRsQT4YbaZma102g3okj4l6RLSmPchwGXA/Ij4UkTc3E7x+4ElpMCbr7M/6WHmHdl28AeLruAO4FOS+rWWISJOj4j+2XZcO/W15hJgUBXtMTNrOtX00P8EbAyMjYgjsyC+vJrKI+JN0kPR8yTtK6mXpFHANcAs4HfAJGC3bEriMABJg0mzWEouI30quF7SVpJ6ZH+1WvGvpTorGxr6b+CkCsk9JfXJbb0q5DEza5hqAvpHST3t2yXdJunLQI9qTxARZ5Je5HUW8BZpiuJM4BMRsSQingF2Is1ieTSbVXMvaRrj97I6FpMenj4B3JLV8zSwA+nFYbV0JemXR7lfA4ty2yU1Pq+ZWZe0+y6XFTJLuwLjSEMvjwLXR8QFdWrbSs3vcrEi8Ltcmk9b73KpKqBLGg18CPhnRDwpaTXSVMLDIuKYWja2KMaMGRPTpk1rdDPMrGC69HIuSd8njXkfAtwi6SsRsTwipjqYm5k1j2omS38RGB0R70hah/SQ9MJ2ypiZWTer5qHokoh4ByB7ba7XITUza0LV9NA3lnRT9nXp9bmlfSLiM3VpmZmZdUg1Af2zZftn1aMhZmbWNdW8nKuqtw9Kui4iDul6k8zMrDNqOR6+cQ3rMjOzDqplQK/+L5TMzKzmPGPFzKwgahnQVcO6zMysg6r5S9GTJFXzMq5Kbyg0M7NuUk0PfUNguqSPtZUpIqbWpklmZtYZ1UxbPF7SR4FfSHqS9BrZ5bn0v9exfWZmVqWqFr6MiL9LOgW4DtiEf89oCWCvOrVtpfbY0jfY6PXrGt0Msw94YV3/uUhRtRvQJa0H/JQ0z3yviHi07q0yM7MOq2YM/QHgHtISdA7mZmZNqpqA/mREXBAdWdqoCpJmSNq7lTRJel7SE2XHe0h6SNJ/lR17WNK3WqlrS0lTJc2XtEDSdEn7Z2l7SFouqaVs26WsjsmSlkoa2vUrNzOrj2oCeiOC2O7AeqQ3Pe5QOhgRy4BjgJMkbZ4d/hZpLP/sVuq6GbgNWD+r8+ukNUlLZkdE/7Lt/lKipH6kxT3eBI6sydWZmdVBNQ9F+0rajlb+cKhOs1wmADcCa2RfP5w73+OSfgZcJOkrpAWox2bBfgWSBgMbARdGxLvZ4Xs72JZDgAWkt0x+BfhJB8ubmXWLagL6MNJD0UoBveazXCT1BT4PHEYK6L+RdGIuIAOcTgq09wDnRMRjrVQ3D3gWuFzSRcD9EfFqB5s0AbgSuAr4qaTtI2J6K22fCEwE6DF8cAdPY2bWNdUE9GcjojunJh4MLAGmktrXC/g0cH0pQ0S8K+lB4MvAlNYqioiQtCdwMumX0kaS/gZ8OSL+lWXbQNKCsqLDImKhpBHAnsA3I+JVSXcARwEVA3pEXABcANB79CZ+WZmZdatmfDnXBOCaiFgaEYtJc98n5DNI2g04CLgUODd3/Pzcg81TACJiVkQcHxGbACOBhcBluepmR8Sgsm1hljae9FD4kWx/CnC4pF61vmgzs66qpof+7bq3IiNpOGkIZ0dJpb9+6Av0kTQ4IuZKWgP4Lelh6O+BxyQdGRGXR8RxwHGt1R8RMyX9kjSEUo2jgBGS5mT7PYF1gP1JY/xmZk2jmoD+M0mtDh9ExDZdOH8vSX1y+18CniENc+TdB4wDzgNOBWZExGQASV8FrpD0p4iYmy8kaS3gG8DvgOeBtUmzZB5or2HZ1MVNgO2A13NJPyUFegd0M2sq1QT0g4EhwMyy4xsCcz6YvUNuLdt/Djg3IlaoV9L5wARJ9wNfBUaX0iLiNkl/IA29HFFW37vAKOB2YDDQAtwFfC2XZwNJLWXlJgCfBG4sf+Aq6VzgHklrR8T8Kq/TzKzu1N7fC2XB8jsVAtvWwOkRcWAd27fS6j16k9jgtjMb3QyzD/C7XFZukqZHxJhKadX00IdUmhYYEY9JGtXVxhXV1j3XYpr/45hZN6pmlsugNtLWqFE7zMysi6oJ6NOyv8hcgaRjaWU+tpmZdb9qhly+AVwv6Qj+HcDHAKsDn6tTu8zMrIOqWbHoVWDX7C8ut8oO3xIRd9a1ZWZm1iFVrVgEEBF3kab8mZlZE2rGP/03M7NOcEA3MysIB3Qzs4JwQDczKwgHdDOzgnBANzMrCAd0M7OCcEA3MyuIqv+wyDrm7eVPctfCHRrdDLMV7Nnv4UY3werIPXQzs4JwQDczK4huD+iS7pb0hqTeks6X1JJt70p6L7f/R0mjJIWkdoeGJB2d5T277Phns+OTc8dWlzRJ0r8kLZQ0Q9LF+QU7JB0g6aEsfZ6kKdki1mZmTalbA3oWMHcDAvhMRBwXEf0joj9wOnB1aT8i9uvEKZ4DDi37BTCBtPB03rXAZ4DDgYHAtqRXA38ia+fngSuAc0hrkW4JLAH+li08bWbWdLq7h34U8AAwmRRoa20O8BiwD4CktYFdgZtKGSTtTVoA+rMR8XBELI2INyPilxHxW0kCfgqcFhFXRMSibNHqY0mLTP9HHdptZtZljQjoU7JtH0lD6nCOy7LzABwG3EjqXZfsDTwUETNbKb8ZMAL4ff5gRCwHriP9MjAzazrdFtAljQVGAtdExHTS8MjhdTjV9cAekgaSAvtlZenrAK+0UX5w9m+lPK/k0j9A0kRJ0yRNe3Pu0g402cys67qzhz4BmBoRc7P9K+jksIuk3XIPT/+ZT4uIRcAtwHeBdSLi3rLi84ChbVRfal+lPENz6R8QERdExJiIGDNwsKf4m1n36paoI2kN4FCgh6Q52eHewCBJ20bEox2pLyLuAfq3keUy4E7g1ApptwMnSBoeEbMqpD8NzAK+AJyZu4bVgEOAGzrSVjOz7tJdPfSDgGXAR4DR2bYFcA//Hu9uS29JfXJbe+3+C2ms+7zyhIi4HbiNtPD19pJ6SlpT0nGSjomIAL4FfFfS4dn51gcuAgYAZ5fXaWbWDLoroE8ALomIlyJiTmkDfgEcUcU88xZgUW7bq63MkdwREfNbyfJ54FbgauBN4HFgDKn3TkRcDYwnzWiZBzwBrAF8LCLmtXu1ZmYNoNQhtVrb7KP94vx7PtLoZpitwO9yWflJmh4RYyql+cldnay52hb+z2Nm3crvcjEzKwgHdDOzgnBANzMrCAd0M7OCcEA3MysIB3Qzs4JwQDczKwgHdDOzgnBANzMrCAd0M7OCcEA3MysIB3Qzs4JwQDczKwi/bbFOFi19ksde27HRzbAC23q9hxrdBGsy7qGbmRWEA7qZWUE0VUCXNEPSIkktuW1XSVFpmTpJkyRd3oH6Jel5SU/kjv0xd673JL2b2z9f0h6SKi0mbWbWVJoqoGcOjIj+pQ2YXcO6dwfWAzaWtANAROyXO9cU4Mzc+Y+r4bnNzOpqVXsoOgG4kbTg8wTAa8SZWWE0Yw+9LiT1BT5P6oVPAQ6TtHpjW2VmVjvNGNBvkLQg226oYb0HA0uAqcAtQC/g0zWsH0kTJU2TNO2NeUtrWbWZWbuaMaAfFBGDsu2gzlSQPcwsPdg8JTs8AbgmIpZGxGLguuxYzUTEBRExJiLGrLXOqjaaZWaNVsiokz3MfP+BpqThwF7AjpIOyQ73BfpIGhwRcxvQTDOzmlqZAnrvsqmL72b/riapT+54RMSSsrLjgWeAPcuO3weMA85r7+Rl5wBYEhHRfrPNzLpHMw65tKYFWJTb9sqOjys7/lyFshOAX0XEnPwGnE91wy7Dys6xCNikC9diZlZzciezPrYc3S+umrplo5thBeZ3uayaJE2PiDGV0lamHrqZmbVhZRpDX6ms0XML96DMrFu5h25mVhAO6GZmBeGAbmZWEA7oZmYF4YBuZlYQDuhmZgXhgG5mVhAO6GZmBeGAbmZWEA7oZmYF4YBuZlYQDuhmZgXhl3PVyXvP/B8vf6pfo5thBTVs6sJGN8GakHvoZmYF4YBuZlYQDQ3okmZI2rvC8TUl/SxLXyjpJUnXStqpLJ8kPS/piQ6c825Jb0jqne2fL6kl296V9F5u/4+SRkmKsvVMzcyaTtP10LNAeyewNXAAMADYArgK2K8s++7AesDGknaoou5RwG5AAJ8BiIjjIqJ/RPQHTgeuLu1HRPn5zMyaVjP2OscDw4E9IqL05GchcG225U0AbgTWyL5+uJ26jwIeAB7M8v++Rm02M2u4puuhA3sDf84F84ok9QU+D0zJtsMkrd5O3Ufl8u8jaUgN2mtm1hSaMaAPBuaUdiSNlrRA0luSns7lOxhYAkwFbgF6AZ9urVJJY4GRwDURMR14Dji8lg2XNFHSNEnT5r0XtazazKxdzRjQ5wFDSzsR8UhEDCIF8N65fBNIwXlpRCwGrsuOIemU3IPN83P5p0bE3Gz/ilL+WomICyJiTESMWaeXalm1mVm7mnEM/Q7gVEn9Wht2kTQc2AvYUdIh2eG+QB9JgyPidNIDzlL+NYBDgR6SSr3/3sAgSdtGxKP1uhgzs+7SDD30XpL6lDZSz/kV4HpJW0nqkR0fkyszHngG2AwYnW2bArOAcRXOcRCwDPhILv8WwD2kcfVq9M63U1Iz3Dszs/c1Q1C6FViU204G9gSeII2NvwU8DexA6mVDGir5VUTMyW/A+VQeRpkAXBIRL5Xl/wVwRJVzzFvK2rlX5y7XzKw+FOGHd/Ww7YAecevOfRrdDCsov8tl1SVpekSMqZTWDD10MzOrgWZ8KFoIvTbdjmFTpzW6GWa2CnEP3cysIBzQzcwKwgHdzKwgHNDNzArCD0XNrO6WL1/OrFmzWLjQ0y3b06tXL9Zbbz0GDBjQ4bIO6GZWd3PnzkUSm222Gaut5oGB1kQEixYt4uWXXwbocFD3nTWzuluwYAFDhgxxMG+HJPr27cuwYcN47bXXOlzed9fM6m7ZsmX06tWr0c1Yaayxxhq89957HS7ngG5m3ULyK6Wr1dl75YBuZlYQDuhmZt1s1KhR3H777TWv17NczKwhFoxbu671D7pyfl3rb0YO6PXy2j+Jcz/S6FZYAemEJxrdhMKZOXMmJ5xwAvfccw/Lly9n3Lhx/PznP+f000/nwgsvZNGiRey7776cd955DBw4kLvvvpsjjzySWbNmvV/HqFGjuOiii9h7772ZNGkSTzzxBH369OH6669nxIgRXHrppYwZM4bx48fz0ksvceCBB9KjRw++//3v8+1vf7sm1+EhFzNbpS1btowDDjiAkSNHMmPGDF5++WUOO+wwJk+ezOTJk7nrrrt4/vnnaWlp4fjjj6+63ptuuonDDjuMBQsW8JnPfOb9sr/73e8YMWIEN998My0tLTUL5uCAbmaruIceeojZs2fzk5/8hH79+tGnTx/Gjh3LlClTOPHEE9l4443p378/Z5xxBldddRVLly6tqt6xY8ey//7706NHD8aPH8+jj9Z/6eKGBHRJYyXdJ+lNSfMl3StpB0lHS1omqSW3/SJXbldJd0p6Oyt7s6Q2xzUkDZJ0saQ5WblnJJ2cSw9JC8vO+e2yOo7O8n2x9nfDzBpp5syZjBw5kp49VxyBnj17NiNHjnx/f+TIkSxdupRXX321qnrXX3/997/u27cvixcvrvqXQWd1e0CXNAD4A3AesDYwDDgVWJJluT8i+ue247NyuwBTgRuBDYCNgEeBeyVt3MYpzwb6kxaFHgh8Bni2LM+2Zec8syx9AjCf6heUNrOVxIYbbshLL730gWC7wQYb8OKLL76//9JLL9GzZ0+GDBlCv379eOedd95PW7ZsGa+//nrV56zXnPxG9NA3BYiIKyNiWUQsioipEfGPdsqdCVwWEedGxNsRMT8ivgs8AExqo9wOwBUR8UZELI+IpyLi2mobK2kk8HFgIrCPpPXbKWJmK5Edd9yRoUOHcvLJJ7Nw4UIWL17Mvffey7hx4zj77LN54YUXaGlp4ZRTTuGLX/wiPXv2ZNNNN2Xx4sXccsstvPfee5x22mksWbKk/ZNlhgwZwvPPP1/za2lEQH8GWCbpUkn7SVqrvQKS+gK7Ar+vkHwN8Mk2ij8A/EjSlyR9uBPtPQqYFhHXAU8CR3SiDjNrUj169ODmm2/m2WefZcSIEQwfPpyrr76aY445hvHjx7P77ruz0UYb0adPH8477zwABg4cyK9+9SuOPfZYhg0bRr9+/Rg+fHjV5/zOd77DaaedxqBBgzjrrLNqdi2KiJpVVvVJpS2Ak4C9gfWBW4GvAPsBFwEtuez7ArOAmcAWEfFUWV37AjdHRMUXRUhaA/gP4BBgG+BF4GsR8ccsPYC3geW5Yl+MiD9n6f8CfhkR50j6DnBYRGzbyrkmknryjFir5/Yz/rszvz/M2rYyTlt88skn2WKLLRrdjJVKa/dM0vSIGFOpTEMeikbEkxFxdEQMB7YijYmfkyU/EBGDctsDwBukgDu0QnVDgbkAko7IPdj8Y3auRRFxekRsD6xD6tH/XlL+rxo+WnbOUjD/GGms/qos3xXA1pJGt3JdF0TEmIgYs25/T/E3s+7V8GmLWY97Mimwt5ZnIXA/8IUKyYcCd2T5puQebO5XoZ63gNOBfqRA3Z4JgIBHJM0BHswdNzNrKo2Y5bK5pG9KGp7tbwiMI411t+VkYIKkr0taU9Jakk4DdiHNkmntfN/LpkSuLqkPcAKwAHi6nXb2If2ymAiMzm1fAw6X5C64mTWVRvTQ3wZ2Ah6UtJAUyB8HvtlWoYj4G7APcDDwCmksfDtgbET8q62iwCWkYZnZpAeon46I/Dj9o2Xz0M8BDgIWkWbWzCltwMWkVybs27HLNjOrr27vZUbEy6SebyWTs621sn8D9ujg+U4DTmsjva0JoVeVH4iIRaSxeDPrgIjwO9Gr1NnJKg0fQzez4uvRo0enVuBZVS1atKhTKzx5HLhe1tsSnTCt0a0wawqDBg3i1VdfZdiwYV5XtA35RaKHDBnS4fIO6GZWd4MHD2bWrFk8/XSbcxEM6NWrF0OGDGHAgAEdLuuAbmZ1t9pqqzFixIhGN6Pw/NnHzKwgHNDNzArCAd3MrCAc0M3MCqIhb1tcFUh6m3ZeL7AKG0z2QjX7AN+btvn+wMiIWLdSgme51M/Trb3iclUnaZrvTWW+N23z/Wmbh1zMzArCAd3MrCAc0OvngkY3oIn53rTO96Ztvj9t8ENRM7OCcA/dzKwgHNDNzArCAb3GJK0t6XpJCyW9KOnwRrepliTdLWlxbnWnp3Nph2fXvFDSDfmFuNu7L10p2yiSjpc0TdISSZPL0j4h6SlJ70i6S9LIXFpvSRdLekvSHEkndkfZ7tba/ZE0SlKUrRL2vVz6KnF/6iIivNVwA64Ergb6A2OBN4EtG92uGl7f3cCxFY5vSVpecPfs2q8ArqrmvnSlbIPvxcGkpQp/DUzOHR+ctfELQB/gJ8ADufQzgHuAtYAtgDnAvvUu20T3ZxRpacierZRbJe5PXe55oxtQpA3oB7wLbJo79jvgfxrdthpeY2sB/XTgitz+Jtm9WLO9+9KVss2wkZY4nJzbnwjcV/ZzsQjYPNufDXwql/5Dsl9g9SzbRPenvYC+St2fWm4ecqmtTYGlEfFM7tijpB5okZwhaa6keyXtkR3bknStAETEc2SBmPbvS1fKNqPy61kIPAdsKWktYGg+nbbvRU3K1uSqau9FSbMkXSJpMIDvT9c4oNdWf+CtsmNvknqaRXESsDEwjDQn+GZJm5Cu/c2yvKVrb+++dKVsM2rveihL78i96GzZZjIX2AEYCWxPat+ULM33pwv8LpfaagHK140aQBofLoSIeDC3e6mkccD+tH3ty9tIo4tlm1Fb19OS219cllbPsk0jIlqA0oK7r0o6HnhF0pr4/nSJe+i19QzQU9KHc8e2Bf7ZoPZ0hwBEusZtSwclbQz0Jt2T9u5LV8o2o/Lr6Ud6LvDPiHgDeCWfTtv3oiZla3JV9VP668bVfH+6qNGD+EXbgKtIszL6AR+jSWZk1OjaBgH7kGYI9ASOABaSxrm3JA2N7JZd++WsOFOl1fvSlbINvh89s3txBulBbem+rJu18ZDs2I9ZcSbG/wB/Ic3E2JwUhEozMepWtonuz07AZqQO5TqkGUx3rWr3py73vNENKNoGrA3ckAW6l4DDG92mGl7busDDpI+oC4AHgE/m0g/PrnkhcCOwdrX3pStlG3g/JpF6l/ltUpa2N/AUaRbF3cCoXLnewMWkX2KvAieW1VuXss1yf4BxwAvZ9/MV4DJg/VXt/tRj87tczMwKwmPoZmYF4YBuZlYQDuhmZgXhgG5mVhAO6GZmBeGAbmZWEA7oZmYF4YBuZlYQDuhmZgXx/wP64Pp9WYVjtAAAAABJRU5ErkJggg=="},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["\n","fig, ax = plt.subplots(figsize=(5, 5))\n","\n","# Plot horizontal bar graph\n","city_pair_operations.sort_values(by='count', ascending=False).head(10).plot.barh(x='CITY_PAIR',\n"," y='count',\n"," ax=ax, color=colors\n"," )\n","ax.invert_yaxis()\n","ax.set_title(\"Busiest City Pairs (roundtrip) 2015-2021\")\n","ax.title.set_size(12)\n","ax.xaxis.label.set_size(10)\n","ax.yaxis.label.set_size(10)\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"afc15ea5-142a-43ff-a45b-a6bdac5e8504","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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iata_codecoordinatesLONGITUDELATITUDE
0IAD-77.45580292, 38.94449997-77.4558029238.94449997
1PRC-112.419998, 34.654499-112.41999834.654499
2EAU-91.48429870605469, 44.86579895019531-91.4842987060546944.86579895019531
3CHA-85.20379638671875, 35.035301208496094-85.2037963867187535.035301208496094
4IPT-76.92109680175781, 41.241798400878906-76.9210968017578141.241798400878906
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381RIC-77.3197021484375, 37.50519943237305-77.319702148437537.50519943237305
382ABY-84.19450378417969, 31.535499572753906-84.1945037841796931.535499572753906
383BIH-118.363998413, 37.3731002808-118.36399841337.3731002808
384EFD-95.1587982178, 29.607299804700002-95.158798217829.607299804700002
385YNG-80.67910004, 41.26070023-80.6791000441.26070023
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386 rows × 4 columns

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iata_codecoordinatesLONGITUDELATITUDE
0IAD-77.45580292, 38.94449997-77.4558029238.94449997
1PRC-112.419998, 34.654499-112.41999834.654499
2EAU-91.48429870605469, 44.86579895019531-91.4842987060546944.86579895019531
3CHA-85.20379638671875, 35.035301208496094-85.2037963867187535.035301208496094
4IPT-76.92109680175781, 41.241798400878906-76.9210968017578141.241798400878906
...............
381RIC-77.3197021484375, 37.50519943237305-77.319702148437537.50519943237305
382ABY-84.19450378417969, 31.535499572753906-84.1945037841796931.535499572753906
383BIH-118.363998413, 37.3731002808-118.36399841337.3731002808
384EFD-95.1587982178, 29.607299804700002-95.158798217829.607299804700002
385YNG-80.67910004, 41.26070023-80.6791000441.26070023
\n

386 rows × 4 columns

\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import col,isnan,when,count,lit,split\n","\n","#get the coordinates of each airport for plotting\n","\n","test = df_airlines.select([\"iata_code\", \"coordinates\" ]).distinct()\n","airport_codes = test.withColumn(\"LONGITUDE\", split(col(\"coordinates\"), \",\").getItem(0)).withColumn(\"LATITUDE\", split(col(\"coordinates\"), \",\").getItem(1))\n","df_airport_codes= airport_codes.toPandas()\n","df_airport_codes"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"387fd042-2c2b-4df5-98cb-7db5a364f26e","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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CITY_PAIRcountavg_min_delayORIGINDESTINSET_KEY
3913SFO-LAX18629012.046116SFOLAXSFO-LAX
2049JFK-LAX1522199.890016JFKLAXJFK-LAX
2179LAS-LAX1433389.162183LASLAXLAS-LAX
2395LGA-ORD14048713.988208LGAORDLGA-ORD
2972OGG-HNL125188-0.416126OGGHNLOGG-HNL
2311LAX-SEA1173995.232440LAXSEALAX-SEA
129ATL-MCO1164368.130244ATLMCOATL-MCO
1495FLL-ATL1073698.599010FLLATLFLL-ATL
2341LGA-ATL10672912.508699LGAATLLGA-ATL
3955SFO-SEA10584310.927334SFOSEASFO-SEA
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"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
CITY_PAIRcountavg_min_delayORIGINDESTINSET_KEY
3913SFO-LAX18629012.046116SFOLAXSFO-LAX
2049JFK-LAX1522199.890016JFKLAXJFK-LAX
2179LAS-LAX1433389.162183LASLAXLAS-LAX
2395LGA-ORD14048713.988208LGAORDLGA-ORD
2972OGG-HNL125188-0.416126OGGHNLOGG-HNL
2311LAX-SEA1173995.232440LAXSEALAX-SEA
129ATL-MCO1164368.130244ATLMCOATL-MCO
1495FLL-ATL1073698.599010FLLATLFLL-ATL
2341LGA-ATL10672912.508699LGAATLLGA-ATL
3955SFO-SEA10584310.927334SFOSEASFO-SEA
\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# calculat the average delay in minutes for every city pair\n","#df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n","city_pair_operations[['ORIGIN','DESTIN']]= city_pair_operations['CITY_PAIR'].str.split('-', expand=True)\n","city_pair_operations['SET_KEY'] = city_pair_operations[['ORIGIN','DESTIN']].to_numpy().tolist()\n","city_pair_operations['SET_KEY'] = city_pair_operations.SET_KEY.map(set)\n","city_pair_operations['SET_KEY'] = city_pair_operations.SET_KEY.map(list)\n","city_pair_operations['SET_KEY']= city_pair_operations['SET_KEY'].str[0]+ '-'+ city_pair_operations['SET_KEY'].str[1]\n","city_pair_operations.sort_values(by = 'count', ascending = False).head(10)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"b00b4872-8dd5-4ba8-9a3d-610a75dd93e7","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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CITY_PAIRcountavg_min_delayORIGINDESTINSET_KEYiata_code_xcoordinates_xLONGITUDE_ORIGINLATITUDE_ORIGINiata_code_ycoordinates_yLONGITUDE_DESTINLATITUDE_DESTIN
1166SFO-LAX18629012.046116SFOLAXSFO-LAXSFO-122.375, 37.61899948120117-122.37537.61899948120117LAX-118.407997, 33.942501-118.40799733.942501
1140JFK-LAX1522199.890016JFKLAXJFK-LAXJFK-73.7789, 40.639801-73.778940.639801LAX-118.407997, 33.942501-118.40799733.942501
1142LAS-LAX1433389.162183LASLAXLAS-LAXLAS-115.1520004, 36.08010101-115.152000436.08010101LAX-118.407997, 33.942501-118.40799733.942501
1440LGA-ORD14048713.988208LGAORDLGA-ORDLGA-73.872597, 40.777199-73.87259740.777199ORD-87.9048, 41.9786-87.904841.9786
2414OGG-HNL125188-0.416126OGGHNLOGG-HNLOGG-156.429993, 20.8986-156.42999320.8986HNL-157.924228, 21.32062-157.92422821.32062
.............................................
1567DFW-PHX582559.752546DFWPHXDFW-PHXDFW-97.038002, 32.896801-97.03800232.896801PHX-112.01200103759766, 33.43429946899414-112.0120010375976633.43429946899414
2213LGA-DCA575727.680932LGADCALGA-DCALGA-73.872597, 40.777199-73.87259740.777199DCA-77.037697, 38.8521-77.03769738.8521
1768SJC-SEA569144.330893SJCSEASJC-SEASJC-121.929001, 37.362598-121.92900137.362598SEA-122.308998, 47.449001-122.30899847.449001
1046SFO-DFW5689213.748635SFODFWSFO-DFWSFO-122.375, 37.61899948120117-122.37537.61899948120117DFW-97.038002, 32.896801-97.03800232.896801
1954ORD-MIA5614512.231885ORDMIAORD-MIAORD-87.9048, 41.9786-87.904841.9786MIA-80.29060363769531, 25.79319953918457-80.2906036376953125.79319953918457
\n","

100 rows × 14 columns

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CITY_PAIRcountavg_min_delayORIGINDESTINSET_KEYiata_code_xcoordinates_xLONGITUDE_ORIGINLATITUDE_ORIGINiata_code_ycoordinates_yLONGITUDE_DESTINLATITUDE_DESTIN
1166SFO-LAX18629012.046116SFOLAXSFO-LAXSFO-122.375, 37.61899948120117-122.37537.61899948120117LAX-118.407997, 33.942501-118.40799733.942501
1140JFK-LAX1522199.890016JFKLAXJFK-LAXJFK-73.7789, 40.639801-73.778940.639801LAX-118.407997, 33.942501-118.40799733.942501
1142LAS-LAX1433389.162183LASLAXLAS-LAXLAS-115.1520004, 36.08010101-115.152000436.08010101LAX-118.407997, 33.942501-118.40799733.942501
1440LGA-ORD14048713.988208LGAORDLGA-ORDLGA-73.872597, 40.777199-73.87259740.777199ORD-87.9048, 41.9786-87.904841.9786
2414OGG-HNL125188-0.416126OGGHNLOGG-HNLOGG-156.429993, 20.8986-156.42999320.8986HNL-157.924228, 21.32062-157.92422821.32062
.............................................
1567DFW-PHX582559.752546DFWPHXDFW-PHXDFW-97.038002, 32.896801-97.03800232.896801PHX-112.01200103759766, 33.43429946899414-112.0120010375976633.43429946899414
2213LGA-DCA575727.680932LGADCALGA-DCALGA-73.872597, 40.777199-73.87259740.777199DCA-77.037697, 38.8521-77.03769738.8521
1768SJC-SEA569144.330893SJCSEASJC-SEASJC-121.929001, 37.362598-121.92900137.362598SEA-122.308998, 47.449001-122.30899847.449001
1046SFO-DFW5689213.748635SFODFWSFO-DFWSFO-122.375, 37.61899948120117-122.37537.61899948120117DFW-97.038002, 32.896801-97.03800232.896801
1954ORD-MIA5614512.231885ORDMIAORD-MIAORD-87.9048, 41.9786-87.904841.9786MIA-80.29060363769531, 25.79319953918457-80.2906036376953125.79319953918457
\n

100 rows × 14 columns

\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# JOin to bring the coordinate origin and destination for tracing\n","test = pd.merge(city_pair_operations, df_airport_codes, left_on='ORIGIN', right_on='iata_code')\n","test.rename(columns = {'LONGITUDE':'LONGITUDE_ORIGIN', 'LATITUDE':'LATITUDE_ORIGIN'}, inplace = True)\n","test = pd.merge(test, df_airport_codes, left_on='DESTIN', right_on='iata_code')\n","test.rename(columns = {'LONGITUDE':'LONGITUDE_DESTIN', 'LATITUDE':'LATITUDE_DESTIN'}, inplace = True)\n","test = test.sort_values(by = 'count', ascending = False).head(100)\n","test"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6ac769fe-e7da-4c8d-aa94-0f15d0ea774a","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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citiesiata_codecoordinatesLONGITUDELATITUDE
0TPATPA-82.533203125, 27.975500106811523-82.53320312527.975500106811523
1JFKJFK-73.7789, 40.639801-73.778940.639801
2HOUHOU-95.27890015, 29.64539909-95.2789001529.64539909
3JAXJAX-81.68789672851562, 30.49410057067871-81.6878967285156230.49410057067871
4DALDAL-96.851799, 32.847099-96.85179932.847099
5SLCSLC-111.97799682617188, 40.78839874267578-111.9779968261718840.78839874267578
6EWREWR-74.168701171875, 40.692501068115234-74.16870117187540.692501068115234
7SEASEA-122.308998, 47.449001-122.30899847.449001
8DENDEN-104.672996521, 39.861698150635-104.67299652139.861698150635
9MIAMIA-80.29060363769531, 25.79319953918457-80.2906036376953125.79319953918457
10DTWDTW-83.35340118408203, 42.212398529052734-83.3534011840820342.212398529052734
11OAKOAK-122.221001, 37.721298-122.22100137.721298
12ITOITO-155.04800415039062, 19.721399307250977-155.0480041503906219.721399307250977
13PHXPHX-112.01200103759766, 33.43429946899414-112.0120010375976633.43429946899414
14PDXPDX-122.5979996, 45.58869934-122.597999645.58869934
15LGALGA-73.872597, 40.777199-73.87259740.777199
16DCADCA-77.037697, 38.8521-77.03769738.8521
17RDURDU-78.7874984741211, 35.877601623535156-78.787498474121135.877601623535156
18KOAKOA-156.045603, 19.738783-156.04560319.738783
19PHLPHL-75.24109649658203, 39.87189865112305-75.2410964965820339.87189865112305
20MSYMSY-90.25800323486328, 29.99340057373047-90.2580032348632829.99340057373047
21CLTCLT-80.94309997558594, 35.2140007019043-80.9430999755859435.2140007019043
22BOSBOS-71.00520325, 42.36429977-71.0052032542.36429977
23SFOSFO-122.375, 37.61899948120117-122.37537.61899948120117
24LASLAS-115.1520004, 36.08010101-115.152000436.08010101
25SMFSMF-121.59100341796875, 38.69540023803711-121.5910034179687538.69540023803711
26SJCSJC-121.929001, 37.362598-121.92900137.362598
27IAHIAH-95.34140014648438, 29.984399795532227-95.3414001464843829.984399795532227
28MCOMCO-81.30899810791016, 28.429399490356445-81.3089981079101628.429399490356445
29DFWDFW-97.038002, 32.896801-97.03800232.896801
30OGGOGG-156.429993, 20.8986-156.42999320.8986
31MSPMSP-93.221802, 44.882-93.22180244.882
32LAXLAX-118.407997, 33.942501-118.40799733.942501
33ORDORD-87.9048, 41.9786-87.904841.9786
34BWIBWI-76.668297, 39.1754-76.66829739.1754
35HNLHNL-157.924228, 21.32062-157.92422821.32062
36ATLATL-84.428101, 33.6367-84.42810133.6367
37SJUSJU-66.0018005371, 18.4393997192-66.001800537118.4393997192
38ANCANC-149.99600219726562, 61.174400329589844-149.9960021972656261.174400329589844
39SANSAN-117.190002441, 32.7336006165-117.19000244132.7336006165
40FLLFLL-80.152702, 26.072599-80.15270226.072599
41LIHLIH-159.33900451660156, 21.97599983215332-159.3390045166015621.97599983215332
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"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"
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citiesiata_codecoordinatesLONGITUDELATITUDE
0TPATPA-82.533203125, 27.975500106811523-82.53320312527.975500106811523
1JFKJFK-73.7789, 40.639801-73.778940.639801
2HOUHOU-95.27890015, 29.64539909-95.2789001529.64539909
3JAXJAX-81.68789672851562, 30.49410057067871-81.6878967285156230.49410057067871
4DALDAL-96.851799, 32.847099-96.85179932.847099
5SLCSLC-111.97799682617188, 40.78839874267578-111.9779968261718840.78839874267578
6EWREWR-74.168701171875, 40.692501068115234-74.16870117187540.692501068115234
7SEASEA-122.308998, 47.449001-122.30899847.449001
8DENDEN-104.672996521, 39.861698150635-104.67299652139.861698150635
9MIAMIA-80.29060363769531, 25.79319953918457-80.2906036376953125.79319953918457
10DTWDTW-83.35340118408203, 42.212398529052734-83.3534011840820342.212398529052734
11OAKOAK-122.221001, 37.721298-122.22100137.721298
12ITOITO-155.04800415039062, 19.721399307250977-155.0480041503906219.721399307250977
13PHXPHX-112.01200103759766, 33.43429946899414-112.0120010375976633.43429946899414
14PDXPDX-122.5979996, 45.58869934-122.597999645.58869934
15LGALGA-73.872597, 40.777199-73.87259740.777199
16DCADCA-77.037697, 38.8521-77.03769738.8521
17RDURDU-78.7874984741211, 35.877601623535156-78.787498474121135.877601623535156
18KOAKOA-156.045603, 19.738783-156.04560319.738783
19PHLPHL-75.24109649658203, 39.87189865112305-75.2410964965820339.87189865112305
20MSYMSY-90.25800323486328, 29.99340057373047-90.2580032348632829.99340057373047
21CLTCLT-80.94309997558594, 35.2140007019043-80.9430999755859435.2140007019043
22BOSBOS-71.00520325, 42.36429977-71.0052032542.36429977
23SFOSFO-122.375, 37.61899948120117-122.37537.61899948120117
24LASLAS-115.1520004, 36.08010101-115.152000436.08010101
25SMFSMF-121.59100341796875, 38.69540023803711-121.5910034179687538.69540023803711
26SJCSJC-121.929001, 37.362598-121.92900137.362598
27IAHIAH-95.34140014648438, 29.984399795532227-95.3414001464843829.984399795532227
28MCOMCO-81.30899810791016, 28.429399490356445-81.3089981079101628.429399490356445
29DFWDFW-97.038002, 32.896801-97.03800232.896801
30OGGOGG-156.429993, 20.8986-156.42999320.8986
31MSPMSP-93.221802, 44.882-93.22180244.882
32LAXLAX-118.407997, 33.942501-118.40799733.942501
33ORDORD-87.9048, 41.9786-87.904841.9786
34BWIBWI-76.668297, 39.1754-76.66829739.1754
35HNLHNL-157.924228, 21.32062-157.92422821.32062
36ATLATL-84.428101, 33.6367-84.42810133.6367
37SJUSJU-66.0018005371, 18.4393997192-66.001800537118.4393997192
38ANCANC-149.99600219726562, 61.174400329589844-149.9960021972656261.174400329589844
39SANSAN-117.190002441, 32.7336006165-117.19000244132.7336006165
40FLLFLL-80.152702, 26.072599-80.15270226.072599
41LIHLIH-159.33900451660156, 21.97599983215332-159.3390045166015621.97599983215332
\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# get list of cities for plotting\n","def unique_airports(lst1, lst2):\n"," final_list = list(set(lst1) | set(lst2))\n"," return final_list\n"," \n"," \n","list_cities = unique_airports(test.drop_duplicates('DESTIN')['DESTIN'], test.drop_duplicates('ORIGIN')['ORIGIN'])\n","df_list_cities = pd.DataFrame (list_cities, columns = ['cities'])\n","df_list_cities = pd.merge(df_list_cities, df_airport_codes, left_on='cities', right_on='iata_code')\n","df_list_cities"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"07ea4387-bbc3-4307-a0cf-984c4f9b5252","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["\n","\n","\n","
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\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["#Make PLot with average delays per city pair\n","import matplotlib.pyplot as plt\n","import plotly.graph_objects as go\n","## Loop thorugh each flight \n","fig = go.Figure()\n","\n","source_to_dest = zip(test[\"LATITUDE_ORIGIN\"], test[\"LATITUDE_DESTIN\"],\n"," test[\"LONGITUDE_ORIGIN\"], test[\"LONGITUDE_DESTIN\"],\n"," test[\"avg_min_delay\"])\n","for slat,dlat, slon, dlon, num_flights in source_to_dest:\n"," fig.add_trace(go.Scattergeo(\n"," lat = [slat,dlat],\n"," lon = [slon, dlon],\n"," mode = 'lines',\n"," line = dict(width = 1.5, color=calculate_color(num_flights))\n"," ))\n","\n","## Logic to create labels of source and destination cities of flights\n","cities = test[\"ORIGIN\"].values.tolist()+test[\"DESTIN\"].values.tolist()\n","scatter_hover_data = [city for city in cities]\n","\n","## Loop thorugh each flight entry to plot source and destination as points.\n","fig.add_trace(\n"," go.Scattergeo(\n"," lon = df_list_cities[\"LONGITUDE\"],\n"," lat = df_list_cities[\"LATITUDE\"],\n"," text = df_list_cities['cities'],\n"," mode = 'markers+text',\n"," marker = dict(size = 10, color = 'blue', opacity=0.1))\n"," ) \n"," \n","\n","fig.update_layout(title = ' 100 Busiest US Airports and average departure delays 2015-2021',\n"," height=700, width=900, geo_scope='usa',\n"," #margin={\"t\":0,\"b\":0,\"l\":0, \"r\":0, \"pad\":0},\n"," #geo = dict(projection_type = 'natural earth',scope = 'north america'),\n"," showlegend=False, autosize=True)\n","\n","fig.show()\n"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0844fcca-46c6-4f40-8d76-96b1cba0965e","showTitle":false,"title":""}},"source":["##Page Rank"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4d728142-d2e8-4559-a7d6-8b7f5870dbf4","showTitle":false,"title":""}},"outputs":[],"source":["# Functions from HW 5\n","\n","def initGraph(dataRDD):\n"," \"\"\"\n"," Spark job to read in the raw data and initialize an \n"," adjacency list representation with a record for each\n"," node (including dangling nodes).\n"," \n"," Returns: \n"," graphRDD - a pair RDD of (node_id , (score, edges))\n"," \n"," NOTE: The score should be a float, but you may want to be \n"," strategic about how format the edges... there are a few \n"," options that can work. Make sure that whatever you choose\n"," is sufficient for Question 8 where you'll run PageRank.\n"," \"\"\"\n"," ############## YOUR CODE HERE ###############\n","\n"," # write any helper functions here\n"," #def parse(line):\n"," # node, edges = line.split('\\t')\n"," # return (node, ast.literal_eval(edges))\n"," \n"," # parse the contents of the RDD and cache \n"," #inputRDD = dataRDD.map(lambda line: parse(line)).cache()\n"," \n"," #all nodes with inlinks are from the keys of hte dictionaries\n"," #none of these operations are very scalable!\n"," nodes_inlinks = dataRDD.flatMap(lambda x: list(x[1].keys())).distinct().collect()\n"," connected_nodes = dataRDD.map(lambda x: (x[0])).collect()\n"," \n"," # the nodes dangling = difference between the combination\n"," # of these two sets and the connected nodes\n"," \n"," all_nodes = set(connected_nodes).union(nodes_inlinks)\n"," nodes_dangling = all_nodes - set(connected_nodes)\n"," \n"," #initializin weight\n"," N = len(all_nodes)\n"," \n"," dangle_nodesRDD = sc.parallelize(nodes_dangling).map(lambda x: (x, (float(1/N),{}))) # deal with danling nodes\n"," \n"," nondangled_nodesRDD = dataRDD.map(lambda x: (x[0],(float(1/N), {key: value for key, value in x[1].items()})))\n"," \n"," #put togheter both dangled and non dangling nodes in single RDD.\n"," graphRDD = dangle_nodesRDD.union(nondangled_nodesRDD)\n"," \n"," ############## (END) YOUR CODE ##############\n"," \n"," return graphRDD\n"," \n","\n","def merge_dic(x, y):\n"," x.update(y)\n"," return x"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1ebe1da8-3811-4ce7-98ed-a70bbfde9bad","showTitle":false,"title":""}},"outputs":[],"source":["# part d - provided FloatAccumulator class (RUN THIS CELL AS IS)\n","\n","from pyspark.accumulators import AccumulatorParam\n","\n","class FloatAccumulatorParam(AccumulatorParam):\n"," \"\"\"\n"," Custom accumulator for use in page rank to keep track of various masses.\n"," \n"," IMPORTANT: accumulators should only be called inside actions to avoid duplication.\n"," We stringly recommend you use the 'foreach' action in your implementation below.\n"," \"\"\"\n"," def zero(self, value):\n"," return value\n"," def addInPlace(self, val1, val2):\n"," return val1 + val2"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d52ef980-6271-4338-95fa-8f3e95f0097e","showTitle":false,"title":""}},"outputs":[],"source":["# part d - job to run PageRank (RUN THIS CELL AS IS)\n","def runPageRank(graphInitRDD, alpha = 0.15, maxIter = 10, verbose = True):\n"," \"\"\"\n"," Spark job to implement page rank\n"," Args: \n"," graphInitRDD - pair RDD of (node_id , (score, edges))\n"," alpha - (float) teleportation factor\n"," maxIter - (int) stopping criteria (number of iterations)\n"," verbose - (bool) option to print logging info after each iteration\n"," Returns:\n"," steadyStateRDD - pair RDD of (node_id, pageRank)\n"," \"\"\"\n"," # teleportation:\n"," a = sc.broadcast(alpha)\n"," \n"," # damping factor:\n"," d = sc.broadcast(1-a.value)\n"," \n"," # initialize accumulators for dangling mass & total mass\n"," mmAccum = sc.accumulator(0.0, FloatAccumulatorParam())\n"," totAccum = sc.accumulator(0.0, FloatAccumulatorParam())\n"," \n"," ############## YOUR CODE HERE ###############\n"," # write your helper functions here, \n"," # please document the purpose of each clearly \n"," # for reference, the master solution has 5 helper functions.\n"," # initialization \n"," def check_total_accum(line):\n"," \"\"\"debugging information for verbose option\n"," keeps track of the sum of mass\"\"\"\n"," totAccum.add(line[1][0])\n","\n"," def combine_node_weights(x,y):\n"," \"\"\"merges the dictionary keys for a node with the passed on mass\"\"\"\n"," passed_on_mass = x[0] + y[0]\n"," edges = {**x[1], **y[1]} # neat python trick \n"," return (passed_on_mass, edges)\n"," \n"," def normalize_edges(line):\n"," \"\"\"split the input tuple and extract the dictionary with nodes and inlinks\"\"\"\n"," #parse components from the input line\n"," node = line[0]\n"," dict_edges =line[1]\n"," g =line[1][0]\n"," edges = line[1][1]\n"," #update the dictionary with the distributed weight across inlinked nodes\n"," if edges != {}:\n"," prob = float(g) / sum(edges.values())\n"," for vertex, weight in edges.items():\n"," yield (vertex, (prob * weight, {}))\n"," yield (node, (0, edges))\n","\n"," def teleport(line):\n"," \"\"\"aplies the teleporting and dampeing factor\"\"\"\n"," node = line[0]\n"," dict_edges =line[1]\n"," g =line[1][0]\n"," edges = line[1][1]\n"," teleport_factor = (a.value/G) + (d.value * (hanging_mass/G + g))\n"," return (node, (teleport_factor, edges))\n","\n"," def dangling_accum(line):\n"," \"\"\"collect mass from dangling nodes\"\"\"\n"," edges = line[1][1]\n"," if edges == {}:\n"," mmAccum.add(line[1][0]) # line[1][0] is the weight\n"," \n"," G = graphInitRDD.count()\n"," \n"," for i in range(maxIter):\n"," graphInitRDD.foreach(dangling_accum)\n"," hanging_mass = mmAccum.value\n"," \n"," #using reducekey \n"," graphInitRDD= graphInitRDD.flatMap(normalize_edges).reduceByKey(combine_node_weights).map(teleport) \\\n"," .cache() \n"," # QC: keep track of total mass redistributed. # should be virtually 1.0\n"," graphInitRDD.foreach(check_total_accum)\n"," \n"," if verbose: print('step {}|Sum of probability = {}'.format(i, totAccum.value))\n"," \n"," mmAccum.value = 0.0\n"," totAccum.value = 0.0 \n"," steadyStateRDD = graphInitRDD.map(lambda x: (x[0], x[1][0]))\n"," ############## (END) YOUR CODE ###############\n"," \n"," return steadyStateRDD"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"35a57be5-94fe-49ae-9c02-1cbb489819a4","showTitle":false,"title":""}},"outputs":[],"source":["#Calculate page Rank in time\n","# extract min and max dates\n","from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month\n","\n","df = df_airlines\n","df_byquarter = []\n","\n","for x in range(2015, 2022): # range of years\n"," for i in range(4):\n"," filtered_df = df.filter((year(df.FLIGHT_TIMESTAMP) == x) & (month(df.FLIGHT_TIMESTAMP) >= (3*i+1)) & (month(df.FLIGHT_TIMESTAMP) <= (3*i+3)))\n"," df_byquarter.append(filtered_df)\n","\n","rdd_list = []\n","\n","\n","# convertion to rdd and adjancy list for Page Rank function\n","for quarter in df_byquarter:\n"," test = quarter.groupBy('ORIGIN', 'DEST').count()\n"," testRDD= test.rdd.map(lambda row: (row[0],{row[1]: row[2]}))\\\n"," .reduceByKey(merge_dic).cache()\n"," rdd_list.append(testRDD)\n","\n"," "]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0a145ef8-d695-4279-9704-e7684d6da3c2","showTitle":false,"title":""}},"outputs":[],"source":["# save the results in a list for every quarters PageRank\n","result_pagerank = []\n"," \n","for rdd in rdd_list:\n"," result = runPageRank(initGraph(rdd), alpha=0.01, maxIter=20, verbose = False)\n"," result = result.toDF(['node','PageRank'])\n"," result_pagerank.append(result)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4b72ab61-c638-4b6a-900c-c0148782e43f","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[49]: ['ATL', 'DFW', 'DEN', 'ORD', 'CLT', 'LAX', 'SEA', 'PHX', 'LAS', 'IAH']"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[49]: ['ATL', 'DFW', 'DEN', 'ORD', 'CLT', 'LAX', 'SEA', 'PHX', 'LAS', 'IAH']","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["#results[0].agg(max('PageRank')).collect()[0][0]\n","results[0].orderBy('PageRank', ascending=False).select('node').toPandas().node.to_list()\n","# take top 10\n","airport_set = results[26].orderBy('PageRank', ascending=False).select('node').toPandas().node.to_list()[0:10]\n","airport_set"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a11bb976-1f58-4a3f-b9cd-2a5f6bf7f382","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month\n","#what are teh dates for each quater\n","quarter_list = []\n","city_list= []\n","for x in range(2015, 2022):\n"," for i in range(4):\n"," quarter_list.append(f\"{i+1}-{x}\")\n","\n","\n","for i in range(len(quarter_list)): \n"," results[i] = results[i].withColumn(\"quarter\", lit(quarter_list[i]) )\n"," city_list = city_list + results[i].select('node').distinct().toPandas().node.to_list()\n"," \n"," #maxRank = results[0].agg(max('PageRank')).collect()[0][0]\n"," #normalized_ranks = cur_month_ranks.withColumn('normalized_rank', F.col('pagerank')/maxRank)\n"," "]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4461a2e6-c081-4714-a085-7f080c113cc9","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[52]: 387"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[52]: 387","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["city_set = set(city_list)\n","len(city_set)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a716101e-c147-427a-8589-d630d579f246","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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3-20180.0021070.0001420.000320.0005820.0001660.01210.0016520.0001710.0002420.000124...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4-20180.0013140.0001470.0003070.0004980.0001720.0117870.0016430.0001810.0001870.000116...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1-20190.0011370.0001530.000220.0005760.0001750.0100940.0016680.0001850.0001320.000117...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2-20190.0019830.0001370.0002110.0006490.0001950.0111150.0016980.0001750.0001340.000115...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
3-20190.0020560.0001380.0002110.00060.0002030.011090.0016960.0001650.0001510.00012...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4-20190.0012440.0001430.000210.0005820.0001930.0109150.0016690.0001730.0000370.00011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1-20200.0010990.0001460.0002090.00060.0001660.0090470.0016180.000172NaN0.000118...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2-20200.0018370.0001560.0003630.0007760.0002890.018050.0017370.000447NaN0.000221...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
3-20200.002940.0001060.000260.0007370.0001570.0143350.0016360.000259NaN0.000177...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4-20200.0017310.0001220.0003020.0009690.0002150.0118540.0018980.000246NaN0.000168...0.000120.00007NaNNaNNaNNaNNaNNaNNaNNaN
1-20210.0014890.0001160.0003410.000890.0002290.0101930.0018260.000254NaN0.000164...0.000160.0001530.000180.0001850.0000740.0001810.0001840.000072NaNNaN
2-20210.0032320.0001360.0002440.0007240.0002480.0107760.0020860.000195NaN0.000137...0.0001320.0001310.0001680.0001490.0001310.0001770.0001580.000131NaNNaN
3-20210.0037210.0001610.0003030.0006980.0002170.0109780.0021660.000181NaN0.000122...0.000120.0001320.0001420.0001510.0001130.0002090.0001790.000116NaNNaN
4-20210.0019970.0001570.0002190.0006280.0002290.0097890.0018020.000172NaN0.000111...0.0001220.000130.0001280.0001360.0001150.0001780.0001330.0001140.0000480.000107
\n

28 rows × 387 columns

\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# pivot for plotting and exporting\n","df_pagerank = results[0].toPandas()\n","df_pagerank = df_pagerank.set_index('node').T.reset_index(drop=True)\n","df_pagerank.drop(df_pagerank.tail(1).index,inplace=True) # drop last n rows\n","df_pagerank.rename(index={0:quarter_list[0]},inplace=True)\n","\n","for i in range(1, len(quarter_list)):\n"," test1 = results[i].toPandas()\n"," test1 = test1.set_index('node').T.reset_index(drop=True)\n"," test1.drop(test1.tail(1).index,inplace=True) # drop last n rows\n"," test1.rename(index={0:quarter_list[i]},inplace=True)\n"," \n"," df_pagerank = pd.concat([df_pagerank, test1],axis = 0)\n","\n","# df_pagerank.drop(df_pagerank.tail(1).index,inplace=True) # drop last n rows\n","df_pagerank\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"12b017a2-416d-4bee-9a39-907f8f1168fa","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["import matplotlib.dates as mdates\n","import datetime as dt\n","fig, ax = plt.subplots()\n","\n","#airport_set = ['DFW', 'ATL']\n","for airport in airport_set:\n"," ax.plot( df_pagerank[airport],\n"," label = airport,\n"," linewidth = 2\n"," )\n","\n","plt.axvline(x = '2-2020', color = 'gray')\n","\n","ax.annotate(\"Pandemic travel disruption\", xy = ('2-2020' , 0.06),\n"," xytext = ('2-2020' , 0.05),\n"," rotation = 90)\n","ax.legend() \n","fig.set_size_inches(15,8)\n","plt.xlabel(\"Quarter\")\n","plt.ylabel(\"PageRank\")\n","plt.setp(ax.get_xticklabels(), rotation=30, ha=\"right\")\n","plt.title(\"Airport PageRank 2015-2021 \")\n","#ax.xaxis.set_major_locator(mdates.MonthLocator(interval=2))\n","##ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%b %Y\"))\n","#plt.setp(plt.legend(loc='lower left', prop={'size': 14}, bbox_to_anchor=(0,1.02,1,0.2)).get_lines(), linewidth=6) \n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1903584c-379a-4678-97cd-f56ffecdf31d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
nodePageRankquarterPageRank_usekey
OAK0.00754908431015472851-20150.00754908431015472851-2015-OAK
GTF3.3632461743724493E-41-20153.3632461743724493E-41-2015-GTF
OMA0.0032495982382025631-20150.0032495982382025631-2015-OMA
CPR4.000177334482531E-41-20154.000177334482531E-41-2015-CPR
IDA4.088728623781027E-41-20154.088728623781027E-41-2015-IDA
TWF1.5463387521728072E-41-20151.5463387521728072E-41-2015-TWF
PHL0.0116833105463839681-20150.0116833105463839681-2015-PHL
BIL5.247629355015766E-41-20155.247629355015766E-41-2015-BIL
ONT0.0032839759647115621-20150.0032839759647115621-2015-ONT
DFW0.046765691960205151-20150.046765691960205151-2015-DFW
BUR0.00354772482611967741-20150.00354772482611967741-2015-BUR
MFR4.714977566265566E-41-20154.714977566265566E-41-2015-MFR
SLC0.0192080585489002971-20150.0192080585489002971-2015-SLC
MEM0.0025909534901014071-20150.0025909534901014071-2015-MEM
RDU0.0055423566927565971-20150.0055423566927565971-2015-RDU
JLN1.5249004596173946E-41-20151.5249004596173946E-41-2015-JLN
CMI4.16544817805287E-41-20154.16544817805287E-41-2015-CMI
BDL0.0033546142618617461-20150.0033546142618617461-2015-BDL
LCH3.8009506655179326E-41-20153.8009506655179326E-41-2015-LCH
CAE0.0011009167917328751-20150.0011009167917328751-2015-CAE
MEI2.482212433838699E-41-20152.482212433838699E-41-2015-MEI
MFE7.903802008350984E-41-20157.903802008350984E-41-2015-MFE
TXK2.000558697436849E-41-20152.000558697436849E-41-2015-TXK
CRW4.367963176744603E-41-20154.367963176744603E-41-2015-CRW
ICT0.00147066558813406911-20150.00147066558813406911-2015-ICT
HSV8.969827998543003E-41-20158.969827998543003E-41-2015-HSV
SPI3.053654415574801E-41-20153.053654415574801E-41-2015-SPI
PBI0.0051499441942677451-20150.0051499441942677451-2015-PBI
DRO4.038826570489083E-41-20154.038826570489083E-41-2015-DRO
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Showing the first 1000 rows.
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run this to export to blog all the page ranks. otherwiste DO NOT RUN\n","from pyspark.sql import SparkSession\n","spark = SparkSession.builder.appName(\n"," \"pandas to spark\").getOrCreate()\n","\n","#export Page Rank to blob for joining\n","df_pagerank = results[0].toPandas()\n","df_pagerank['quarter_index'] = 1\n","df_pagerank['quarter_index_ahead'] = 0\n","df_pagerank['key'] = df_pagerank['quarter_index'].astype(str) +'-' + df_pagerank['node']\n","df_pagerank['key_ahead'] = df_pagerank['quarter_index_ahead'].astype(str) +'-' + df_pagerank['node']\n","for i in range(1, len(quarter_list)):\n"," test1 = results[i].toPandas()\n"," test1['quarter_index'] = i+1\n"," test1['quarter_index_ahead'] = i\n"," test1['key'] = test1['quarter_index'].astype(str) +'-' + test1['node']\n"," test1['key_ahead'] = test1['quarter_index_ahead'].astype(str) +'-' + test1['node']\n"," df_pagerank = pd.concat([df_pagerank, test1],axis = 0)\n","\n","# df_pagerank.drop(df_pagerank.tail(1).index,inplace=True) # drop last n rows\n","\n","# assign the pagerank of the next quarters\n","\n","df_pagerank_assigned = df_pagerank.copy()\n","\n","df_pagerank_assigned = pd.merge(df_pagerank_assigned, df_pagerank, left_on='key_ahead', right_on='key')\n","\n","\n","#df_pagerank.drop(index=df_pagerank.index[0], axis=0, inplace=True)\n","\n","drop_columns = ['quarter_index_x',\n"," 'quarter_index_ahead_x', 'key_x', 'key_ahead_x', 'node_y', \n"," 'quarter_index_y', 'quarter_index_ahead_y', 'key_y',\n"," 'key_ahead_y', 'quarter_y']\n","\n","df_pagerank_assigned= df_pagerank_assigned.drop(drop_columns, axis =1)\n","\n","df_pagerank_assigned.rename(columns = {'node_x':'node', 'PageRank_x':'PageRank',\n"," 'quarter_x':'quarter', 'PageRank_y':'PageRank_use'}, inplace = True)\n","\n","df_pagerank_assigned\n","\n","drop_columns = ['quarter_index',\n"," 'quarter_index_ahead', 'key', 'key_ahead']\n","\n","df_pagerank = df_pagerank.drop(drop_columns, axis =1)\n","\n","df_pagerank['PageRank_use'] = df_pagerank['PageRank']\n","#drop all rows after 1-2015\n","df_pagerank = df_pagerank[df_pagerank['quarter']==\"1-2015\"]\n","\n","# now concaatenate\n","df_pagerank = pd.concat([df_pagerank, df_pagerank_assigned],axis = 0)\n","\n","\n","df_pagerank[df_pagerank['node']==\"ATL\"]\n","#drop_columns = ['node_x', 'PageRank_x', 'quarter_x', 'quarter_index_x',\n","# 'quarter_index_ahead_x', 'key_x', 'key_ahead_x', 'node_y', 'PageRank_y',\n","# 'quarter_y', 'quarter_index_y', 'quarter_index_ahead_y', 'key_y',\n","# 'key_ahead_y']\n","\n","\n","df_pagerank['key'] = df_pagerank['quarter'].astype(str) +'-' + df_pagerank['node']\n","\n","df_pagerank_spark = spark.createDataFrame(df_pagerank)\n","\n","#write to blob\n","df_pagerank_spark.write.mode(\"overwrite\").parquet(f\"{blob_url}/df_PageRank\")\n","\n","display(df_pagerank_spark)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6a4f2fb3-31e5-4500-91ed-d423f89838e7","showTitle":false,"title":""}},"source":["## Delay States"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5de89f53-4c6d-497a-9901-e68de99e093f","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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251642019-05-16UA19977N7485611292DENCO13930ORDIL18501849-1.00.00.0-11800-1859220722158.08.00.002200-22590.00.0888.040.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-17T00:50:00.000+00001-8DEN-ORD
4101952018-10-19DL19790N3741S10721BOSMA12892LAXCA155015500.00.00.001500-15591920194525.025.01.011900-19590.00.02611.0110.00.025.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-19T19:50:00.000+00000-25BOS-LAX
25462019-05-04UA19977N6288911292DENCO14107PHXAZ15401535-5.00.00.0-11500-155916341623-11.00.00.0-11600-16590.00.0602.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-04T21:40:00.000+0000511DEN-PHX
4121672018-12-16UA19977N809UA10693BNATN12264IADVA18471837-10.00.00.0-11800-185921182112-6.00.00.0-12100-21590.00.0542.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-17T00:47:00.000+0000106BNA-IAD
262262019-06-22HA19690N488HA12982LIHHI12173HNLHI714710-4.00.00.0-10700-07597507511.01.00.000700-07590.00.0102.010.00.00.00.00.02019PHLImedium_airportLihue Airport153NAUSUS-HILihuePHLILIHLIH-159.33900451660156, 21.97599983215332Pacific/Honolulu2019-06-22T17:14:00.000+00004-1LIH-HNL
4121672018-12-16UA19977N1324814679SANCA13930ORDIL10591050-9.00.00.0-11000-105916581638-20.00.00.0-21600-16590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-16T18:59:00.000+0000920SAN-ORD
26422019-06-04HA19690N489HA12402ITOHI12173HNLHI730727-3.00.00.0-10700-07598238307.07.00.000800-08590.00.0216.010.00.00.00.00.02019PHTOmedium_airportHilo International Airport38NAUSUS-HIHiloPHTOITOITO-155.04800415039062, 19.721399307250977Pacific/Honolulu2019-06-04T17:30:00.000+00003-7ITO-HNL
4101142018-10-11DL19790N968AT12892LAXCA11292DENCO19351930-5.00.00.0-11900-195923022237-25.00.00.0-22300-23590.00.0862.040.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-12T02:35:00.000+0000565LAX-DEN
25462019-05-04UA19977N6988812889LASNV14771SFOCA12371223-14.00.00.0-11200-125914181358-20.00.00.0-21400-14590.00.0414.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-04T19:37:00.000+00001460LAS-SFO
4101142018-10-11DL19790N541US12892LAXCA10397ATLGA535531-4.00.00.0-10001-055912441239-5.00.00.0-11200-12590.00.01947.080.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-11T12:35:00.000+000045LAX-ATL
25462019-05-04UA19977N1212512758KOAHI11292DENCO20001942-18.00.00.0-22000-2059642611-31.00.00.0-20600-06590.00.03329.0110.00.00.00.00.02019PHKOmedium_airportEllison Onizuka Kona International At Keahole Airport47NAUSUS-HIKailua/KonaPHKOKOAKOA-156.045603, 19.738783Pacific/Honolulu2019-05-05T06:00:00.000+00005831KOA-DEN
4103022018-10-30DL19790N582NW14771SFOCA10397ATLGA100710070.00.00.001000-105917331721-12.00.00.0-11700-17590.00.02139.090.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-30T17:07:00.000+0000012SFO-ATL
25462019-05-04UA19977N889UA13930ORDIL11638FATCA19401939-1.00.00.0-11900-195922102151-19.00.00.0-22200-22590.00.01730.070.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-05T00:40:00.000+0000159ORD-FAT
4121562018-12-15UA19977N829UA12953LGANY13930ORDIL18001749-11.00.00.0-11800-185919361907-29.00.00.0-21900-19590.00.0733.030.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-15T23:00:00.000+00005129LGA-ORD
252342019-05-23B620409N179JB10721BOSMA11057CLTNC18351827-8.00.00.0-11800-185921022051-11.00.00.0-12100-21590.00.0728.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-23T22:35:00.000+0000851BOS-CLT
4103022018-10-30DL19790N852DN14057PDXOR11433DTWMI12171216-1.00.00.0-11200-125919231913-10.00.00.0-11900-19590.00.01953.080.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-10-30T19:17:00.000+0000110PDX-DTW
261012019-06-10NK20416N632NK10397ATLGA13495MSYLA16321627-5.00.00.0-11600-16591705172116.016.01.011700-17590.00.0425.020.00.016.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-10T20:32:00.000+00005-16ATL-MSY
412312018-12-03UA19977N1824312264IADVA10529BDLCT815811-4.00.00.0-10800-0859933925-8.00.00.0-10900-09590.00.0326.020.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-03T13:15:00.000+000048IAD-BDL
252452019-05-24B620409N946JL12892LAXCA12478JFKNY530526-4.00.00.0-10001-055914061330-36.00.00.0-21400-14590.00.02475.0100.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-24T12:30:00.000+0000476LAX-JFK
412312018-12-03UA19977N6689313871OMANE11292DENCO937927-10.00.00.0-10900-0959102110309.09.00.001000-10590.00.0472.020.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-03T15:37:00.000+000010-9OMA-DEN
262852019-06-28NK20416N633NK14057PDXOR12889LASNV625619-6.00.00.0-10600-0659836824-12.00.00.0-10800-08590.00.0763.040.00.00.00.00.02019KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2019-06-28T13:25:00.000+0000612PDX-LAS
4103022018-10-30DL19790N332DN13487MSPMN12892LAXCA845842-3.00.00.0-10800-085910451043-2.00.00.0-11000-10590.00.01535.070.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-30T13:45:00.000+000032MSP-LAX
263072019-06-30NK20416N510NK13577MYRSC11298DFWTX12001157-3.00.00.0-11200-125913501344-6.00.00.0-11300-13590.00.01048.050.00.00.00.00.02019KMYRmedium_airportMyrtle Beach International Airport25NAUSUS-SCMyrtle BeachKMYRMYRMYR-78.9282989502, 33.6796989441America/New_York2019-06-30T16:00:00.000+0000436MYR-DFW
4103022018-10-30DL19790N908DA10397ATLGA14122PITPA16201617-3.00.00.0-11600-165917561743-13.00.00.0-11700-17590.00.0526.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T20:20:00.000+0000313ATL-PIT
252452019-05-24B620409N247JB14524RICVA11697FLLFL17001659-1.00.00.0-11700-175919231906-17.00.00.0-21900-19590.00.0805.040.00.00.00.00.02019KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2019-05-24T21:00:00.000+00004117RIC-FLL
412312018-12-03UA19977N7652312264IADVA14771SFOCA12301223-7.00.00.0-11200-125915271511-16.00.00.0-21500-15590.00.02419.0100.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-03T17:30:00.000+0000716IAD-SFO
252452019-05-24B620409N807JB12478JFKNY12451JAXFL810808-2.00.00.0-10800-085910551044-11.00.00.0-11000-10590.00.0828.040.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-24T12:10:00.000+0000211JFK-JAX
412312018-12-03UA19977N6680811618EWRNJ13930ORDIL900857-3.00.00.0-10900-0959103410351.01.00.001000-10590.00.0719.030.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-03T14:00:00.000+000043-1EWR-ORD
26752019-06-07NK20416N657NK12266IAHTX13204MCOFL13321328-4.00.00.0-11300-135916571655-2.00.00.0-11600-16590.00.0854.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-07T18:32:00.000+000042IAH-MCO
412312018-12-03UA19977N3644711292DENCO12892LAXCA111511150.00.00.001100-115912451232-13.00.00.0-11200-12590.00.0862.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-03T18:15:00.000+0000013DEN-LAX
26422019-06-04NK20416N626NK13930ORDIL13577MYRSC808802-6.00.00.0-10800-085911101109-1.00.00.0-11100-11590.00.0753.040.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-04T13:08:00.000+000061ORD-MYR
4103022018-10-30DL19790N988DL10397ATLGA10980CHATN16291623-6.00.00.0-11600-165917121704-8.00.00.0-11700-17590.00.0106.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T20:29:00.000+000068ATL-CHA
252452019-05-24B620409N607JB14027PBIFL12197HPNNY150115010.00.00.001500-155917521744-8.00.00.0-11700-17590.00.01056.050.00.00.00.00.02019KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2019-05-24T19:01:00.000+000008PBI-HPN
412312018-12-03UA19977N768UA12173HNLHI11292DENCO21202113-7.00.00.0-12100-2159652635-17.00.00.0-20600-06590.00.03365.0110.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-04T07:20:00.000+0000717HNL-DEN
26862019-06-08NK20416N664NK11298DFWTX12892LAXCA16101609-1.00.00.0-11600-16591726173812.012.00.001700-17590.00.01235.050.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-08T21:10:00.000+00001-12DFW-LAX
4103022018-10-30DL19790N975DL11995GSONC10397ATLGA14411437-4.00.00.0-11400-145915581548-10.00.00.0-11500-15590.00.0306.020.00.00.00.00.02018KGSOlarge_airportPiedmont Triad International Airport925NAUSUS-NCGreensboroKGSOGSOGSO-79.93730163574219, 36.097801208496094America/New_York2018-10-30T18:41:00.000+0000410GSO-ATL
252562019-05-25B620409N979JT11697FLLFL14771SFOCA823815-8.00.00.0-10800-085911361108-28.00.00.0-21100-11590.00.02584.0110.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-25T12:23:00.000+0000828FLL-SFO
4103022018-10-30DL19790N912DN11433DTWMI10529BDLCT840834-6.00.00.0-10800-085910191018-1.00.00.0-11000-10590.00.0549.030.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-30T12:40:00.000+000061DTW-BDL
252562019-05-25B620409N561JB12478JFKNY10994CHSSC629623-6.00.00.0-10600-0659836815-21.00.00.0-20800-08590.00.0636.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-25T10:29:00.000+0000621JFK-CHS
4103022018-10-30DL19790N331NW13303MIAFL12953LGANY705659-6.00.00.0-10700-0759100810102.02.00.001000-10590.00.01096.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-30T11:05:00.000+000046-2MIA-LGA
252562019-05-25B620409N588JB12954LGBCA14057PDXOR18261814-12.00.00.0-11800-1859204120421.01.00.002000-20590.00.0846.040.00.00.00.00.02019KLGBmedium_airportLong Beach /Daugherty Field/ Airport60NAUSUS-CALong BeachKLGBLGBLGB-118.1520004, 33.81769943America/Los_Angeles2019-05-26T01:26:00.000+000012-1LGB-PDX
412272018-12-02UA19977N3847913930ORDIL11292DENCO14151414-1.00.00.0-11400-145915561549-7.00.00.0-11500-15590.00.0888.040.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-02T20:15:00.000+000017ORD-DEN
252562019-05-25B620409N192JB11433DTWMI10721BOSMA545536-9.00.00.0-10001-0559731712-19.00.00.0-20700-07590.00.0632.030.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-25T09:45:00.000+0000919DTW-BOS
4103022018-10-30DL19790N909DA10397ATLGA14683SATTX17541745-9.00.00.0-11700-175919181902-16.00.00.0-21900-19590.00.0874.040.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-30T21:54:00.000+0000916ATL-SAT
252562019-05-25B620409N537JT14843SJUPR13204MCOFL10471044-3.00.00.0-11000-105913551326-29.00.00.0-21300-13590.00.01189.050.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-05-25T14:47:00.000+0000329SJU-MCO
4103022018-10-30DL19790N587NW13487MSPMN14747SEAWA18151814-1.00.00.0-11800-185920041955-9.00.00.0-12000-20590.00.01399.060.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-30T23:15:00.000+0000149MSP-SEA
252562019-05-25B620409N247JB12451JAXFL11697FLLFL19361924-12.00.00.0-11900-195920552034-21.00.00.0-22000-20590.00.0319.020.00.00.00.00.02019KJAXlarge_airportJacksonville International Airport30NAUSUS-FLJacksonvilleKJAXJAXJAX-81.68789672851562, 30.49410057067871America/New_York2019-05-25T23:36:00.000+00001221JAX-FLL
412272018-12-02UA19977N2421213930ORDIL14831SJCCA194119410.00.00.001900-195922212159-22.00.00.0-22200-22590.00.01829.080.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-03T01:41:00.000+0000062ORD-SJC
252672019-05-26B620409N358JB10721BOSMA11042CLEOH17061704-2.00.00.0-11700-175919101907-3.00.00.0-11900-19590.00.0563.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-26T21:06:00.000+000023BOS-CLE
412272018-12-02UA19977N1724514576ROCNY13930ORDIL800758-2.00.00.0-10800-0859902853-9.00.00.0-10900-09590.00.0528.030.00.00.00.00.02018KROClarge_airportGreater Rochester International Airport559NAUSUS-NYRochesterKROCROCROC-77.67240142822266, 43.118900299072266America/New_York2018-12-02T13:00:00.000+00004249ROC-ORD
252672019-05-26B620409N307JB10721BOSMA14122PITPA18051803-2.00.00.0-11800-185919561955-1.00.00.0-11900-19590.00.0496.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-26T22:05:00.000+000021BOS-PIT
410662018-10-06F920436N329FR11292DENCO10643BKGMO16021556-6.00.00.0-11600-165918561845-11.00.00.0-11800-18590.00.0665.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-06T22:02:00.000+00004611DEN-BKG
252712019-05-27B620409N775JB11042CLEOH11697FLLFL700650-10.00.00.0-10700-0759947926-21.00.00.0-20900-09590.00.01062.050.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-27T11:00:00.000+00005021CLE-FLL
412272018-12-02UA19977N2971710693BNATN11618EWRNJ755752-3.00.00.0-10700-075911031047-16.00.00.0-21100-11590.00.0748.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-02T13:55:00.000+0000356BNA-EWR
261672019-06-16NK20416N684NK11433DTWMI11292DENCO700658-2.00.00.0-10700-0759759749-10.00.00.0-10700-07590.00.01123.050.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-16T11:00:00.000+00004210DTW-DEN
412272018-12-02UA19977N1410212892LAXCA12264IADVA22352232-3.00.00.0-12200-2259612550-22.00.00.0-20600-06590.00.02288.0100.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-03T06:35:00.000+0000362LAX-IAD
252712019-05-27B620409N236JB10721BOSMA11278DCAVA14201403-17.00.00.0-21400-145915591543-16.00.00.0-21500-15590.00.0399.020.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-27T18:20:00.000+00001716BOS-DCA
410922018-10-09F920436N233FR13204MCOFL12339INDIN745737-8.00.00.0-10700-07591010950-20.00.00.0-21000-10590.00.0829.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-09T11:45:00.000+0000860MCO-IND
252712019-05-27B620409N648JB14843SJUPR11618EWRNJ16541643-11.00.00.0-11600-165920572039-18.00.00.0-22000-20590.00.01608.070.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-05-27T20:54:00.000+00001118SJU-EWR
412162018-12-01WN19393N7864B12191HOUTX11481ECPFL14501449-1.00.00.0-11400-145916251612-13.00.00.0-11600-16590.00.0571.030.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-01T20:50:00.000+0000113HOU-ECP
262152019-06-21YV20378N8835912266IAHTX14683SATTX735734-1.00.00.0-10700-07598328353.03.00.000800-08590.00.0191.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-21T12:35:00.000+00001-3IAH-SAT
410922018-10-09F920436N719FR12889LASNV11292DENCO12051202-3.00.00.0-11200-125915031455-8.00.00.0-11500-15590.00.0628.030.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-10-09T19:05:00.000+0000348LAS-DEN
26312019-06-03YV20378N501MJ12264IADVA14307PVDRI12451244-1.00.00.0-11200-12591409141910.010.00.001400-14590.00.0371.020.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-03T16:45:00.000+00001-10IAD-PVD
412162018-12-01WN19393N238WN12191HOUTX15016STLMO21002059-1.00.00.0-12100-215922502239-11.00.00.0-12200-22590.00.0687.030.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-02T03:00:00.000+00004111HOU-STL
26312019-06-03YV20378N503MJ12264IADVA12953LGANY170517050.00.00.001700-1759184318430.00.00.001800-18590.00.0229.010.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-03T21:05:00.000+000000IAD-LGA
412162018-12-01WN19393N7828A12892LAXCA14107PHXAZ13301328-2.00.00.0-11300-135916001534-26.00.00.0-21600-16590.00.0370.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T21:30:00.000+0000266LAX-PHX
261342019-06-13YV20378N8730212266IAHTX13487MSPMN18101807-3.00.00.0-11800-185920592052-7.00.00.0-12000-20590.00.01034.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T23:10:00.000+000037IAH-MSP
412162018-12-01WN19393N7715E12892LAXCA14831SJCCA10501048-2.00.00.0-11000-105912051204-1.00.00.0-11200-12590.00.0308.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T18:50:00.000+000021LAX-SJC
262852019-06-28YV20378N8934211298DFWTX12266IAHTX5355350.00.00.000001-0559639634-5.00.00.0-10600-06590.00.0224.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-28T10:35:00.000+000005DFW-IAH
412162018-12-01WN19393N7706A12892LAXCA15376TUSAZ11551150-5.00.00.0-11100-115914351400-35.00.00.0-21400-14590.00.0451.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-01T19:55:00.000+0000535LAX-TUS
261712019-06-17YV20378N8734512264IADVA11298DFWTX8458450.00.00.000800-085911001050-10.00.00.0-11100-11590.00.01172.050.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-17T12:45:00.000+0000050IAD-DFW
412162018-12-01WN19393N969WN13204MCOFL10693BNATN11501148-2.00.00.0-11100-115912451242-3.00.00.0-11200-12590.00.0616.030.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-01T16:50:00.000+000023MCO-BNA
262632019-06-26YV20378N510MJ12264IADVA13198MCIMO900854-6.00.00.0-10900-095910381020-18.00.00.0-21000-10590.00.0926.040.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-26T13:00:00.000+00004618IAD-MCI
4101142018-10-11F920436N718FR14307PVDRI13577MYRSC17311724-7.00.00.0-11700-175919301924-6.00.00.0-11900-19590.00.0690.030.00.00.00.00.02018KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2018-10-11T21:31:00.000+000076PVD-MYR
262742019-06-27YV20378N8832712266IAHTX12206HRLTX19441943-1.00.00.0-11900-195920522047-5.00.00.0-12000-20590.00.0295.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-28T00:44:00.000+000015IAH-HRL
4101362018-10-13F920436N338FR11292DENCO14831SJCCA842831-11.00.00.0-10800-08591023955-28.00.00.0-21000-10590.00.0948.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-13T14:42:00.000+00001168DEN-SJC
262522019-06-25YV20378N8535812266IAHTX11540ELPTX745742-3.00.00.0-10700-0759837834-3.00.00.0-10800-08590.00.0667.030.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-25T12:45:00.000+000033IAH-ELP
412162018-12-01WN19393N762SW14843SJUPR13232MDWIL16151612-3.00.00.0-11600-165919251908-17.00.00.0-21900-19590.00.02057.090.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-01T20:15:00.000+0000317SJU-MDW
261342019-06-13YV20378N8535812266IAHTX13871OMANE15051458-7.00.00.0-11500-155917151705-10.00.00.0-11700-17590.00.0781.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T20:05:00.000+00004710IAH-OMA
412162018-12-01WN19393N718SW14908SNACA12889LASNV810808-2.00.00.0-10800-0859915909-6.00.00.0-10900-09590.00.0226.010.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-01T16:10:00.000+000026SNA-LAS
261712019-06-17YV20378N518LR12266IAHTX12451JAXFL1000959-1.00.00.0-11000-105913131304-9.00.00.0-11300-13590.00.0817.040.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-17T15:00:00.000+0000419IAH-JAX
412272018-12-02WN19393N8631A10693BNATN14107PHXAZ830824-6.00.00.0-10800-085911301120-10.00.00.0-11100-11590.00.01449.060.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-02T14:30:00.000+0000610BNA-PHX
26272019-06-02YV20378N8635013422MOBAL12266IAHTX700654-6.00.00.0-10700-0759849818-31.00.00.0-20800-08590.00.0427.020.00.00.00.00.02019KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2019-06-02T12:00:00.000+00004631MOB-IAH
412272018-12-02WN19393N8556Z11259DALTX12191HOUTX12301226-4.00.00.0-11200-1259133513361.01.00.001300-13590.00.0239.010.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-02T18:30:00.000+00004-1DAL-HOU
262742019-06-27EV20366N1415813930ORDIL15016STLMO755744-11.00.00.0-10700-0759915913-2.00.00.0-10900-09590.00.0258.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-27T12:55:00.000+0000112ORD-STL
412272018-12-02WN19393N929WN11292DENCO11986GRRMI130013000.00.00.001300-135917201717-3.00.00.0-11700-17590.00.01015.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-02T20:00:00.000+000003DEN-GRR
26642019-06-06EV20366N1256411996GSPSC13930ORDIL800757-3.00.00.0-10800-0859908907-1.00.00.0-10900-09590.00.0577.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-06-06T12:00:00.000+0000431GSP-ORD
412272018-12-02WN19393N796SW12191HOUTX15370TULOK810804-6.00.00.0-10800-0859935916-19.00.00.0-20900-09590.00.0453.020.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-02T14:10:00.000+0000619HOU-TUL
261232019-06-12EV20366N1711515412TYSTN12266IAHTX933932-1.00.00.0-10900-0959104910545.05.00.001000-10590.00.0771.040.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-06-12T13:33:00.000+00001-5TYS-IAH
410772018-10-07WN19393N8671D12191HOUTX12339INDIN11051104-1.00.00.0-11100-115914201411-9.00.00.0-11400-14590.00.0861.040.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-10-07T16:05:00.000+000019HOU-IND
26312019-06-03EV20366N1490512951LFTLA12266IAHTX17511736-15.00.00.0-11700-175919001853-7.00.00.0-11900-19590.00.0201.010.00.00.00.00.02019KLFTlarge_airportLafayette Regional Airport42NAUSUS-LALafayetteKLFTLFTLFT-91.98760223, 30.20529938America/Chicago2019-06-03T22:51:00.000+00001547LFT-IAH
412272018-12-02WN19393N943WN13296MHTNH10821BWIMD16301626-4.00.00.0-11600-165918051759-6.00.00.0-11800-18590.00.0377.020.00.00.00.00.02018KMHTlarge_airportManchester-Boston Regional Airport266NAUSUS-NHManchesterKMHTMHTMHT-71.435699, 42.932598America/New_York2018-12-02T21:30:00.000+0000446MHT-BWI
251162019-05-11NK20416N647NK13796OAKCA12889LASNV14001359-1.00.00.0-11400-145915261520-6.00.00.0-11500-15590.00.0407.020.00.00.00.00.02019KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2019-05-11T21:00:00.000+0000416OAK-LAS
412272018-12-02WN19393N732SW13891ONTCA14893SMFCA213021300.00.00.002100-2159224522472.02.00.002200-22590.00.0390.020.00.00.00.00.02018KONTlarge_airportOntario International Airport944NAUSUS-CAOntarioKONTONTONT-117.60099792480469, 34.055999755859375America/Los_Angeles2018-12-03T05:30:00.000+00000-2ONT-SMF
261122019-06-11EV20366N1414815370TULOK12266IAHTX18501840-10.00.00.0-11800-185920272013-14.00.00.0-12000-20590.00.0429.020.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-06-11T23:50:00.000+00001014TUL-IAH
410772018-10-07WN19393N761RR13232MDWIL15016STLMO10251022-3.00.00.0-11000-105911301128-2.00.00.0-11100-11590.00.0251.020.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-07T15:25:00.000+000032MDW-STL
251422019-05-14NK20416N901NK14747SEAWA12266IAHTX5958-1.00.00.0-10001-0559705703-2.00.00.0-10700-07590.00.01874.080.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-05-14T07:59:00.000+000012SEA-IAH
410772018-10-07WN19393N901WN13495MSYLA11259DALTX1000959-1.00.00.0-11000-105911251115-10.00.00.0-11100-11590.00.0436.020.00.00.00.00.02018KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2018-10-07T15:00:00.000+00004110MSY-DAL
26272019-06-02EV20366N1154811042CLEOH12953LGANY10481039-9.00.00.0-11000-105912291210-19.00.00.0-21200-12590.00.0419.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-02T14:48:00.000+0000919CLE-LGA
410772018-10-07WN19393N8321D13796OAKCA12191HOUTX12451239-6.00.00.0-11200-1259183018311.01.00.001800-18590.00.01642.070.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-07T19:45:00.000+00006-1OAK-HOU
26972019-06-09EV20366N1397912206HRLTX12266IAHTX12101201-9.00.00.0-11200-125913221311-11.00.00.0-11300-13590.00.0295.020.00.00.00.00.02019KHRLmedium_airportValley International Airport36NAUSUS-TXHarlingenKHRLHRLHRL-97.65440368652344, 26.228500366210938America/Chicago2019-06-09T17:10:00.000+0000911HRL-IAH
410772018-10-07WN19393N280WN13891ONTCA12889LASNV725723-2.00.00.0-10700-0759825814-11.00.00.0-10800-08590.00.0197.010.00.00.00.00.02018KONTlarge_airportOntario International Airport944NAUSUS-CAOntarioKONTONTONT-117.60099792480469, 34.055999755859375America/Los_Angeles2018-10-07T14:25:00.000+0000211ONT-LAS
262372019-06-23EV20366N1591213930ORDIL12278ICTKS12551248-7.00.00.0-11200-125914581445-13.00.00.0-11400-14590.00.0588.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-23T17:55:00.000+0000713ORD-ICT
412272018-12-02WN19393N211WN14771SFOCA10800BURCA910902-8.00.00.0-10900-095910251005-20.00.00.0-21000-10590.00.0326.020.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-02T17:10:00.000+0000820SFO-BUR
262742019-06-27EV20366N1955411278DCAVA11042CLEOH615600-15.00.00.0-10600-0659740716-24.00.00.0-20700-07590.00.0310.020.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-27T10:15:00.000+00001524DCA-CLE
410772018-10-07WN19393N939WN14122PITPA10693BNATN800758-2.00.00.0-10800-0859835819-16.00.00.0-20800-08590.00.0462.020.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-10-07T12:00:00.000+00004216PIT-BNA
253152019-05-31NK20416N695NK10821BWIMD13204MCOFL620616-4.00.00.0-10600-0659840830-10.00.00.0-10800-08590.00.0787.040.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-31T10:20:00.000+0000410BWI-MCO
412272018-12-02WN19393N781WN14831SJCCA14747SEAWA12251223-2.00.00.0-11200-125914351432-3.00.00.0-11400-14590.00.0696.030.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-12-02T20:25:00.000+000023SJC-SEA
25832019-05-08NK20416N519NK13198MCIMO13577MYRSC940932-8.00.00.0-10900-095913051252-13.00.00.0-11300-13590.00.0959.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-08T14:40:00.000+0000853MCI-MYR
412272018-12-02WN19393N465WN14843SJUPR11697FLLFL645640-5.00.00.0-10600-0659835824-11.00.00.0-10800-08590.00.01046.050.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-02T10:45:00.000+0000511SJU-FLL
25572019-05-05NK20416N607NK10397ATLGA12892LAXCA12171214-3.00.00.0-11200-1259140614071.01.00.001400-14590.00.01947.080.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-05T16:17:00.000+00003-1ATL-LAX
410772018-10-07WN19393N953WN14492RDUNC13198MCIMO12251222-3.00.00.0-11200-125914001340-20.00.00.0-21400-14590.00.0904.040.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-07T16:25:00.000+0000360RDU-MCI
25832019-05-08NK20416N603NK11697FLLFL10397ATLGA930927-3.00.00.0-10900-095911271126-1.00.00.0-11100-11590.00.0581.030.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-08T13:30:00.000+000031FLL-ATL
410772018-10-07WN19393N428WN14679SANCA10821BWIMD11301120-10.00.00.0-11100-115919251904-21.00.00.0-21900-19590.00.02295.0100.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-07T18:30:00.000+00001021SAN-BWI
252562019-05-25NK20416N692NK13204MCOFL11298DFWTX10101007-3.00.00.0-11000-105911551138-17.00.00.0-21100-11590.00.0985.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-25T14:10:00.000+0000317MCO-DFW
4122632018-12-26WN19393N769SW14683SATTX14107PHXAZ615612-3.00.00.0-10600-0659745734-11.00.00.0-10700-07590.00.0843.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-12-26T12:15:00.000+0000311SAT-PHX
25722019-05-07NK20416N902NK13930ORDIL11697FLLFL515511-4.00.00.0-10001-0559917856-21.00.00.0-20900-09590.00.01182.050.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-07T10:15:00.000+0000461ORD-FLL
410772018-10-07WN19393N473WN15016STLMO14771SFOCA14201419-1.00.00.0-11400-145916451623-22.00.00.0-21600-16590.00.01735.070.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-10-07T19:20:00.000+0000122STL-SFO
26752019-06-07EV20366N1697612266IAHTX13256MFETX12151210-5.00.00.0-11200-12591329134819.019.01.011300-13590.00.0316.020.00.019.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-07T17:15:00.000+00005-19IAH-MFE
4122632018-12-26WN19393N8522P14893SMFCA11292DENCO825818-7.00.00.0-10800-0859114011400.00.00.001100-11590.00.0909.040.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-12-26T16:25:00.000+000070SMF-DEN
252232019-05-22NK20416N636NK10721BOSMA13204MCOFL15501545-5.00.00.0-11500-155919051841-24.00.00.0-21900-19590.00.01121.050.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-22T19:50:00.000+0000564BOS-MCO
410812018-10-08WN19393N569WN10821BWIMD13198MCIMO845840-5.00.00.0-10800-085910401032-8.00.00.0-11000-10590.00.0967.040.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-08T12:45:00.000+000058BWI-MCI
252452019-05-24NK20416N504NK11066CMHOH11697FLLFL6006000.00.00.000600-0659837815-22.00.00.0-20800-08590.00.0973.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-24T10:00:00.000+0000022CMH-FLL
410812018-10-08WN19393N916WN11042CLEOH10821BWIMD605600-5.00.00.0-10600-06597207200.00.00.000700-07590.00.0314.020.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-10-08T10:05:00.000+000050CLE-BWI
252452019-05-24NK20416N502NK14100PHLPA13495MSYLA14361425-11.00.00.0-11400-145917001632-28.00.00.0-21700-17590.00.01089.050.00.00.00.00.02019KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2019-05-24T18:36:00.000+00001168PHL-MSY
410812018-10-08WN19393N8629A11292DENCO13204MCOFL935934-1.00.00.0-10900-09591500153434.034.01.021500-15590.00.01546.070.00.034.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-08T15:35:00.000+00001-34DEN-MCO
251532019-05-15NK20416N617NK10397ATLGA13487MSPMN11041101-3.00.00.0-11100-1159124912523.03.00.001200-12590.00.0907.040.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-15T15:04:00.000+00003-3ATL-MSP
4122742018-12-27WN19393N718SW11066CMHOH14635RSWFL5205200.00.00.000001-0559755747-8.00.00.0-10700-07590.00.0930.040.00.00.00.00.02018KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2018-12-27T10:20:00.000+000008CMH-RSW
252452019-05-24NK20416N646NK11697FLLFL13930ORDIL22102202-8.00.00.0-12200-2259272355-32.00.00.0-20001-05590.00.01182.050.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-25T02:10:00.000+00008-2328FLL-ORD
410812018-10-08WN19393N932WN11697FLLFL13495MSYLA925919-6.00.00.0-10900-095910201004-16.00.00.0-21000-10590.00.0674.030.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-10-08T13:25:00.000+0000616FLL-MSY
26532019-06-05F920436N201FR10792BUFNY14492RDUNC11311116-15.00.00.0-11100-115913111248-23.00.00.0-21300-13590.00.0487.020.00.00.00.00.02019KBUFlarge_airportBuffalo Niagara International Airport728NAUSUS-NYBuffaloKBUFBUFBUF-78.73220062, 42.94049835America/New_York2019-06-05T15:31:00.000+00001563BUF-RDU
410812018-10-08WN19393N287WN13232MDWIL13487MSPMN700658-2.00.00.0-10700-0759830828-2.00.00.0-10800-08590.00.0349.020.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-08T12:00:00.000+0000422MDW-MSP
26532019-06-05F920436N342FR10397ATLGA11109COSCO15401528-12.00.00.0-11500-155917001631-29.00.00.0-21700-17590.00.01184.050.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T19:40:00.000+00001269ATL-COS
410812018-10-08WN19393N419WN13232MDWIL14492RDUNC830828-2.00.00.0-10800-0859112011222.02.00.001100-11590.00.0632.030.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-10-08T13:30:00.000+00002-2MDW-RDU
26532019-06-05F920436N350FR14771SFOCA11292DENCO5549-6.00.00.0-10001-0559433408-25.00.00.0-20001-05590.00.0967.040.00.00.00.00.02019KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2019-06-05T07:55:00.000+0000625SFO-DEN
4122742018-12-27WN19393N8548P13198MCIMO11259DALTX10051002-3.00.00.0-11000-1059113511405.05.00.001100-11590.00.0461.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-27T16:05:00.000+00003-5MCI-DAL
26642019-06-06F920436N723FR11042CLEOH12889LASNV21202117-3.00.00.0-12100-215922522229-23.00.00.0-22200-22590.00.01824.080.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-07T01:20:00.000+0000323CLE-LAS
410812018-10-08WN19393N714CB13342MKEWI11042CLEOH163016300.00.00.001600-1659184018400.00.00.001800-18590.00.0328.020.00.00.00.00.02018KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2018-10-08T21:30:00.000+000000MKE-CLE
252452019-05-24NK20416N673NK11433DTWMI12889LASNV11081107-1.00.00.0-11100-1159122512305.05.00.001200-12590.00.01749.070.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-24T15:08:00.000+00001-5DTW-LAS
410812018-10-08WN19393N490WN13931ORFVA10821BWIMD12301225-5.00.00.0-11200-125913251314-11.00.00.0-11300-13590.00.0159.010.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-10-08T16:30:00.000+0000511ORF-BWI
25242019-05-02NK20416N680NK11697FLLFL11433DTWMI710704-6.00.00.0-10700-07591008957-11.00.00.0-11000-10590.00.01127.050.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-02T11:10:00.000+0000651FLL-DTW
410812018-10-08WN19393N556WN14107PHXAZ15370TULOK10351031-4.00.00.0-11000-105915051457-8.00.00.0-11500-15590.00.0935.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-08T17:35:00.000+0000448PHX-TUL
251052019-05-10NK20416N651NK13495MSYLA12266IAHTX845841-4.00.00.0-10800-08591007103023.023.01.011000-10590.00.0305.020.00.023.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-10T13:45:00.000+00004-23MSY-IAH
410812018-10-08WN19393N776WN14679SANCA13796OAKCA10101007-3.00.00.0-11000-105911401133-7.00.00.0-11100-11590.00.0446.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-08T17:10:00.000+000037SAN-OAK
26752019-06-07F920436N719FR14100PHLPA13204MCOFL14011358-3.00.00.0-11400-145916401623-17.00.00.0-21600-16590.00.0861.040.00.00.00.00.02019KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2019-06-07T18:01:00.000+00004317PHL-MCO
4122742018-12-27WN19393N723SW14193PNSFL10693BNATN755754-1.00.00.0-10700-0759915904-11.00.00.0-10900-09590.00.0391.020.00.00.00.00.02018KPNSmedium_airportPensacola International Airport121NAUSUS-FLPensacolaKPNSPNSPNS-87.1866, 30.4734America/Chicago2018-12-27T13:55:00.000+0000111PNS-BNA
252232019-05-22NK20416N694NK12339INDIN12889LASNV20472045-2.00.00.0-12000-205921502149-1.00.00.0-12100-21590.00.01590.070.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-23T00:47:00.000+000021IND-LAS
4122742018-12-27WN19393N8553W14492RDUNC12191HOUTX141514150.00.00.001400-14591620163414.014.00.001600-16590.00.01050.050.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-12-27T19:15:00.000+00000-14RDU-HOU
251422019-05-14NK20416N601NK12889LASNV14057PDXOR22402234-6.00.00.0-12200-22595540-15.00.00.0-10001-05590.00.0763.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-15T05:40:00.000+0000615LAS-PDX
410812018-10-08WN19393N8316H15304TPAFL11697FLLFL192019200.00.00.001900-195920252024-1.00.00.0-12000-20590.00.0197.010.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-08T23:20:00.000+000001TPA-FLL
25722019-05-07NK20416N639NK10397ATLGA10821BWIMD700656-4.00.00.0-10700-0759849842-7.00.00.0-10800-08590.00.0577.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-07T11:00:00.000+0000447ATL-BWI
4122412018-12-24WN19393N8549Z13204MCOFL13198MCIMO17151710-5.00.00.0-11700-175919151858-17.00.00.0-21900-19590.00.01072.050.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-24T22:15:00.000+0000557MCO-MCI
251052019-05-10NK20416N901NK11292DENCO12889LASNV11401137-3.00.00.0-11100-115912361219-17.00.00.0-21200-12590.00.0628.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-10T17:40:00.000+0000317DEN-LAS
4101142018-10-11WN19393N567WN12892LAXCA10423AUSTX8508500.00.00.000800-085914001327-33.00.00.0-21400-14590.00.01242.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-11T15:50:00.000+0000073LAX-AUS
25242019-05-02NK20416N908NK11433DTWMI10397ATLGA18491845-4.00.00.0-11800-185920542038-16.00.00.0-22000-20590.00.0594.030.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-02T22:49:00.000+0000416DTW-ATL
4101142018-10-11WN19393N926WN13198MCIMO11259DALTX810808-2.00.00.0-10800-0859940937-3.00.00.0-10900-09590.00.0461.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-11T13:10:00.000+000023MCI-DAL
251862019-05-18NK20416N684NK13930ORDIL12266IAHTX942940-2.00.00.0-10900-095912311212-19.00.00.0-21200-12590.00.0925.040.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-18T14:42:00.000+0000219ORD-IAH
4122412018-12-24WN19393N7721E14679SANCA12889LASNV14551453-2.00.00.0-11400-145916051601-4.00.00.0-11600-16590.00.0258.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-24T22:55:00.000+000024SAN-LAS
261012019-06-10F920436N351FR13487MSPMN11042CLEOH11121106-6.00.00.0-11100-115914071354-13.00.00.0-11400-14590.00.0622.030.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-10T16:12:00.000+0000653MSP-CLE
4122412018-12-24WN19393N954WN14831SJCCA14679SANCA18451838-7.00.00.0-11800-185920051957-8.00.00.0-12000-20590.00.0417.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-12-25T02:45:00.000+0000748SJC-SAN
25832019-05-08NK20416N601NK11697FLLFL15304TPAFL22552251-4.00.00.0-12200-225923552345-10.00.00.0-12300-23590.00.0197.010.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-09T02:55:00.000+0000410FLL-TPA
4122412018-12-24WN19393N457WN14893SMFCA10821BWIMD730727-3.00.00.0-10700-075915201502-18.00.00.0-21500-15590.00.02395.0100.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-12-24T15:30:00.000+0000318SMF-BWI
252452019-05-24WN19393N8317M12173HNLHI13830OGGHI15251523-2.00.00.0-11500-155916151608-7.00.00.0-11600-16590.00.0100.010.00.00.00.00.02019PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2019-05-25T01:25:00.000+000027HNL-OGG
4122412018-12-24WN19393N933WN15016STLMO12191HOUTX13401339-1.00.00.0-11300-135915451537-8.00.00.0-11500-15590.00.0687.030.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-12-24T19:40:00.000+000018STL-HOU
252452019-05-24WN19393N729SW12889LASNV14570RNONV9059050.00.00.000900-095910301020-10.00.00.0-11000-10590.00.0345.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-24T16:05:00.000+0000010LAS-RNO
4101142018-10-11WN19393N569WN13796OAKCA14747SEAWA16101606-4.00.00.0-11600-165918101804-6.00.00.0-11800-18590.00.0672.030.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-11T23:10:00.000+000046OAK-SEA
262372019-06-23OO20304N809SK12266IAHTX14869SLCUT645641-4.00.00.0-10600-0659852846-6.00.00.0-10800-08590.00.01195.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-23T11:45:00.000+000046IAH-SLC
4122412018-12-24WN19393N432WN15376TUSAZ14679SANCA945939-6.00.00.0-10900-09591005950-15.00.00.0-11000-10590.00.0368.020.00.00.00.00.02018KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2018-12-24T16:45:00.000+0000655TUS-SAN
252452019-05-24WN19393N439WN13232MDWIL12191HOUTX11151112-3.00.00.0-11100-115913551338-17.00.00.0-21300-13590.00.0937.040.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-24T16:15:00.000+0000317MDW-HOU
4122522018-12-25WN19393N8302F10821BWIMD14122PITPA19051902-3.00.00.0-11900-195920051954-11.00.00.0-12000-20590.00.0210.010.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-12-26T00:05:00.000+0000351BWI-PIT
262372019-06-23OO20304N133SY11292DENCO15376TUSAZ944940-4.00.00.0-10900-09591045105914.014.00.001000-10590.00.0639.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-23T15:44:00.000+00004-14DEN-TUS
410112018-10-01YX20452N863RW14986SRQFL11618EWRNJ11451135-10.00.00.0-11100-11591413143623.023.01.011400-14590.00.01034.050.00.023.00.00.02018KSRQlarge_airportSarasota Bradenton International Airport30NAUSUS-FLSarasota/BradentonKSRQSRQSRQ-82.55439758300781, 27.39539909362793America/New_York2018-10-01T15:45:00.000+000010-23SRQ-EWR
252452019-05-24WN19393N791SW13495MSYLA10693BNATN13051303-2.00.00.0-11300-135914351424-11.00.00.0-11400-14590.00.0471.020.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-24T18:05:00.000+0000211MSY-BNA
4122522018-12-25WN19393N7885A11259DALTX10821BWIMD172517250.00.00.001700-175921102055-15.00.00.0-12100-21590.00.01209.050.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-25T23:25:00.000+0000055DAL-BWI
262372019-06-23OO20304N701BR14570RNONV14771SFOCA12301216-14.00.00.0-11200-125913481331-17.00.00.0-21300-13590.00.0192.010.00.00.00.00.02019KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2019-06-23T19:30:00.000+00001417RNO-SFO
410222018-10-02YX20452N644RW14730SDFKY12266IAHTX735731-4.00.00.0-10700-0759851848-3.00.00.0-10800-08590.00.0788.040.00.00.00.00.02018KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2018-10-02T11:35:00.000+000043SDF-IAH
252452019-05-24WN19393N926WN13796OAKCA13891ONTCA610609-1.00.00.0-10600-0659730729-1.00.00.0-10700-07590.00.0362.020.00.00.00.00.02019KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2019-05-24T13:10:00.000+000011OAK-ONT
410222018-10-02YX20452N743YX11618EWRNJ14492RDUNC17001651-9.00.00.0-11700-175918421834-8.00.00.0-11800-18590.00.0416.020.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-02T21:00:00.000+0000498EWR-RDU
261012019-06-10OO20304N920EV10779BTMMT14869SLCUT13001244-16.00.00.0-21300-135914261401-25.00.00.0-21400-14590.00.0358.020.00.00.00.00.02019KBTMmedium_airportBert Mooney Airport5550NAUSUS-MTButteKBTMBTMBTM-112.49700164794922, 45.95479965209961America/Denver2019-06-10T19:00:00.000+00005625BTM-SLC
4122522018-12-25WN19393N8613K11292DENCO13851OKCOK19451943-2.00.00.0-11900-195922152201-14.00.00.0-12200-22590.00.0495.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-26T02:45:00.000+0000214DEN-OKC
252452019-05-24WN19393N282WN13931ORFVA10821BWIMD20452036-9.00.00.0-12000-205921502125-25.00.00.0-22100-21590.00.0159.010.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-25T00:45:00.000+0000925ORF-BWI
410332018-10-03YX20452N740YX14122PITPA12266IAHTX625618-7.00.00.0-10600-0659821758-23.00.00.0-20800-08590.00.01117.050.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-10-03T10:25:00.000+0000763PIT-IAH
261012019-06-10OO20304N449SW14869SLCUT11921GJTCO17001656-4.00.00.0-11700-175918121757-15.00.00.0-11800-18590.00.0216.010.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-06-10T23:00:00.000+00004455SLC-GJT
410332018-10-03YX20452N636RW11618EWRNJ13487MSPMN21102100-10.00.00.0-12100-215923212258-23.00.00.0-22300-23590.00.01008.050.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-04T01:10:00.000+00001063EWR-MSP
253152019-05-31WN19393N761RR10800BURCA14057PDXOR110011000.00.00.001100-115913201304-16.00.00.0-21300-13590.00.0817.040.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-05-31T18:00:00.000+0000016BUR-PDX
410442018-10-04YX20452N861RW11066CMHOH13930ORDIL625618-7.00.00.0-10600-06596556550.00.00.000600-06590.00.0296.020.00.00.00.00.02018KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2018-10-04T10:25:00.000+000070CMH-ORD
261122019-06-11OO20304N296SY14747SEAWA12819KTNAK11201119-1.00.00.0-11100-115912511212-39.00.00.0-21200-12590.00.0680.030.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-11T18:20:00.000+0000139SEA-KTN
410442018-10-04YX20452N865RW13930ORDIL10397ATLGA14001354-6.00.00.0-11400-145917091649-20.00.00.0-21700-17590.00.0606.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T19:00:00.000+00004660ORD-ATL
253152019-05-31WN19393N566WN11140CRPTX12191HOUTX15251517-8.00.00.0-11500-155916251601-24.00.00.0-21600-16590.00.0187.010.00.00.00.00.02019KCRPlarge_airportCorpus Christi International Airport44NAUSUS-TXCorpus ChristiKCRPCRPCRP-97.5011978149414, 27.77039909362793America/Chicago2019-05-31T20:25:00.000+0000824CRP-HOU
4122522018-12-25WN19393N415WN12889LASNV13796OAKCA182518250.00.00.001800-185919551942-13.00.00.0-11900-19590.00.0407.020.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-26T02:25:00.000+0000013LAS-OAK
261122019-06-11OO20304N265SY13487MSPMN13871OMANE13541353-1.00.00.0-11300-135915131506-7.00.00.0-11500-15590.00.0282.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-11T18:54:00.000+000017MSP-OMA
410442018-10-04YX20452N655RW12266IAHTX14193PNSFL935928-7.00.00.0-10900-095911151056-19.00.00.0-21100-11590.00.0489.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-04T14:35:00.000+0000759IAH-PNS
253152019-05-31WN19393N453WN11697FLLFL13204MCOFL11501148-2.00.00.0-11100-115912551248-7.00.00.0-11200-12590.00.0177.010.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-05-31T15:50:00.000+000027FLL-MCO
410442018-10-04YX20452N647RW13930ORDIL11193CVGKY21102106-4.00.00.0-12100-215923342320-14.00.00.0-12300-23590.00.0264.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-05T02:10:00.000+0000414ORD-CVG
261122019-06-11OO20304N133SY14004PAEWA11292DENCO15551545-10.00.00.0-11500-155919401917-23.00.00.0-21900-19590.00.01036.050.00.00.00.00.02019KPAEmedium_airportSnohomish County (Paine Field) Airport606NAUSUS-WAEverettKPAEPAEPAE-122.2819977, 47.90629959America/Los_Angeles2019-06-11T22:55:00.000+00001023PAE-DEN
4122522018-12-25WN19393N457WN12892LAXCA14107PHXAZ16001558-2.00.00.0-11600-165918201816-4.00.00.0-11800-18590.00.0370.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-26T00:00:00.000+0000424LAX-PHX
253152019-05-31WN19393N8514F13204MCOFL11292DENCO10101009-1.00.00.0-11000-105912101159-11.00.00.0-11200-12590.00.01546.070.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-31T14:10:00.000+0000151MCO-DEN
410552018-10-05YX20452N723YX11433DTWMI11618EWRNJ1005953-12.00.00.0-11000-105911491125-24.00.00.0-21100-11590.00.0488.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-05T14:05:00.000+00005224DTW-EWR
253152019-05-31WN19393N937WN13204MCOFL12191HOUTX21302127-3.00.00.0-12100-2159225022511.01.00.002200-22590.00.0849.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-01T01:30:00.000+00003-1MCO-HOU
4122522018-12-25WN19393N7731A13296MHTNH10821BWIMD16351633-2.00.00.0-11600-165918101753-17.00.00.0-21800-18590.00.0377.020.00.00.00.00.02018KMHTlarge_airportManchester-Boston Regional Airport266NAUSUS-NHManchesterKMHTMHTMHT-71.435699, 42.932598America/New_York2018-12-25T21:35:00.000+0000257MHT-BWI
261122019-06-11OO20304N117SY13485MSNWI14771SFOCA15531546-7.00.00.0-11500-155918351801-34.00.00.0-21800-18590.00.01772.080.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-06-11T20:53:00.000+0000734MSN-SFO
4101952018-10-19EV20366N713EV13367MLIIL10397ATLGA11281127-1.00.00.0-11100-115914191416-3.00.00.0-11400-14590.00.0633.030.00.00.00.00.02018KMLIlarge_airportQuad City International Airport590NAUSUS-ILMolineKMLIMLIMLI-90.50749969482422, 41.44850158691406America/Chicago2018-10-19T16:28:00.000+000013MLI-ATL
253152019-05-31WN19393N720WN13232MDWIL10800BURCA8258250.00.00.000800-085910451035-10.00.00.0-11000-10590.00.01740.070.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-31T13:25:00.000+0000010MDW-BUR
4103022018-10-30EV20366N708EV11003CIDIA10397ATLGA17051701-4.00.00.0-11700-175920051959-6.00.00.0-12000-20590.00.0694.030.00.00.00.00.02018KCIDlarge_airportThe Eastern Iowa Airport869NAUSUS-IACedar RapidsKCIDCIDCID-91.71080017089844, 41.884700775146484America/Chicago2018-10-30T22:05:00.000+0000446CID-ATL
261122019-06-11OO20304N498CA14150PLNMI10333APNMI22132200-13.00.00.0-12200-225922552239-16.00.00.0-22200-22590.00.069.010.00.00.00.00.02019KPLNmedium_airportPellston Regional Airport of Emmet County Airport721NAUSUS-MIPellstonKPLNPLNPLN-84.79669952, 45.57089996America/Detroit2019-06-12T02:13:00.000+00001316PLN-APN
4122372018-12-239E20363N8886A12953LGANY11995GSONC18201814-6.00.00.0-11800-185920182012-6.00.00.0-12000-20590.00.0461.020.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-23T23:20:00.000+000066LGA-GSO
261232019-06-12OO20304N727SK12892LAXCA12441JACWY18171810-7.00.00.0-11800-185921282112-16.00.00.0-22100-21590.00.0784.040.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-06-13T01:17:00.000+0000716LAX-JAC
412422018-12-049E20363N297PQ13485MSNWI11433DTWMI907903-4.00.00.0-10900-095911321117-15.00.00.0-11100-11590.00.0311.020.00.00.00.00.02018KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2018-12-04T15:07:00.000+0000415MSN-DTW
261232019-06-12OO20304N771SK14730SDFKY13930ORDIL19331931-2.00.00.0-11900-19592006203428.028.01.012000-20590.00.0286.020.00.028.00.00.02019KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2019-06-12T23:33:00.000+00002-28SDF-ORD
410332018-10-03EV20366N707EV10397ATLGA12945LEXKY10141009-5.00.00.0-11000-105911281116-12.00.00.0-11100-11590.00.0304.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-03T14:14:00.000+0000512ATL-LEX
261232019-06-12OO20304N185SY14570RNONV14057PDXOR19551945-10.00.00.0-11900-195921252120-5.00.00.0-12100-21590.00.0444.020.00.00.00.00.02019KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2019-06-13T02:55:00.000+0000105RNO-PDX
412862018-12-089E20363N8976E12007GTRMS10397ATLGA13251321-4.00.00.0-11300-135915421525-17.00.00.0-21500-15590.00.0241.010.00.00.00.00.02018KGTRmedium_airportGolden Triangle Regional Airport264NAUSUS-MSColumbus/W Point/StarkvilleKGTRGTRGTR-88.5914001465, 33.450298309299995America/Chicago2018-12-08T19:25:00.000+0000417GTR-ATL
261232019-06-12OO20304N185SY14057PDXOR14570RNONV17301724-6.00.00.0-11700-175919101908-2.00.00.0-11900-19590.00.0444.020.00.00.00.00.02019KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2019-06-13T00:30:00.000+000062PDX-RNO
410112018-10-01OO20304N755SK11298DFWTX15412TYSTN20352026-9.00.00.0-12000-2059234523549.09.00.002300-23590.00.0771.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-02T01:35:00.000+00009-9DFW-TYS
253152019-05-31WN19393N934WN14107PHXAZ11042CLEOH10351032-3.00.00.0-11000-105917301716-14.00.00.0-11700-17590.00.01737.070.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-31T17:35:00.000+0000314PHX-CLE
410112018-10-01OO20304N702SK11695FLGAZ14107PHXAZ10341033-1.00.00.0-11000-105911291123-6.00.00.0-11100-11590.00.0119.010.00.00.00.00.02018KFLGmedium_airportFlagstaff Pulliam Airport7014NAUSUS-AZFlagstaffKFLGFLGFLG-111.6709976, 35.13850021America/Phoenix2018-10-01T17:34:00.000+000016FLG-PHX
261232019-06-12OO20304N181SY14679SANCA14869SLCUT650643-7.00.00.0-10600-06599509566.06.00.000900-09590.00.0626.030.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-12T13:50:00.000+00007-6SAN-SLC
4121342018-12-139E20363N921XJ12953LGANY11423DSMIA11211107-14.00.00.0-11100-11591352140412.012.00.001300-13590.00.01031.050.00.00.00.00.02018KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2018-12-13T16:21:00.000+000014-52LGA-DSM
261232019-06-12OO20304N189SY14679SANCA11638FATCA19401934-6.00.00.0-11900-195921002059-1.00.00.0-12100-21590.00.0314.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-13T02:40:00.000+0000641SAN-FAT
412312018-12-039E20363N293PQ11433DTWMI10792BUFNY10121007-5.00.00.0-11000-105911391129-10.00.00.0-11100-11590.00.0241.010.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-12-03T15:12:00.000+0000510DTW-BUF
261232019-06-12OO20304N274SY10868CAESC12953LGANY600557-3.00.00.0-10600-0659755732-23.00.00.0-20700-07590.00.0617.030.00.00.00.00.02019KCAElarge_airportColumbia Metropolitan Airport236NAUSUS-SCColumbiaKCAECAECAE-81.11949920654297, 33.93880081176758America/New_York2019-06-12T10:00:00.000+00004323CAE-LGA
412422018-12-04AA19805N301PA15016STLMO12892LAXCA620617-3.00.00.0-10600-065984485410.010.00.000800-08590.00.01592.070.00.00.00.00.02018KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2018-12-04T12:20:00.000+00003-10STL-LAX
261232019-06-12OO20304N295SY13487MSPMN12156HLNMT17491739-10.00.00.0-11700-175919401920-20.00.00.0-21900-19590.00.0913.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-12T22:49:00.000+00001020MSP-HLN
4121712018-12-17AA19805N901NN13930ORDIL14771SFOCA11501147-3.00.00.0-11100-115914341406-28.00.00.0-21400-14590.00.01846.080.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-17T17:50:00.000+0000328ORD-SFO
261232019-06-12OO20304N800SK13487MSPMN14524RICVA12361232-4.00.00.0-11200-125916251557-28.00.00.0-21600-16590.00.0970.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-12T17:36:00.000+0000468MSP-RIC
4101472018-10-14OO20304N941SW14698SBPCA12892LAXCA19511937-14.00.00.0-11900-195921052102-3.00.00.0-12100-21590.00.0156.010.00.00.00.00.02018KSBPmedium_airportSan Luis County Regional Airport212NAUSUS-CASan Luis ObispoKSBPSBPSBP-120.641998291, 35.236801147499996America/Los_Angeles2018-10-15T02:51:00.000+0000143SBP-LAX
262962019-06-29OO20304N263SY12953LGANY11057CLTNC113011300.00.00.001100-115913451328-17.00.00.0-21300-13590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-29T15:30:00.000+0000017LGA-CLT
4122742018-12-27AA19805N757UW14107PHXAZ12266IAHTX959957-2.00.00.0-10900-0959133613459.09.00.001300-13590.00.01009.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-27T16:59:00.000+00002-9PHX-IAH
262962019-06-29OO20304N809SK10620BILMT13487MSPMN16301628-2.00.00.0-11600-165919361913-23.00.00.0-21900-19590.00.0748.030.00.00.00.00.02019KBILlarge_airportBillings Logan International Airport3652NAUSUS-MTBillingsKBILBILBIL-108.54299926757812, 45.807701110839844America/Denver2019-06-29T22:30:00.000+0000223BIL-MSP
4101472018-10-14OO20304N418SW15389TWFID14869SLCUT18201818-2.00.00.0-11800-185919201911-9.00.00.0-11900-19590.00.0175.010.00.00.00.00.02018KTWFmedium_airportJoslin Field Magic Valley Regional Airport4154NAUSUS-IDTwin FallsKTWFTWFTWF-114.487999, 42.4818America/Boise2018-10-15T00:20:00.000+000029TWF-SLC
262962019-06-29OO20304N292SY10713BOIID14869SLCUT900854-6.00.00.0-10900-09591016959-17.00.00.0-21000-10590.00.0290.020.00.00.00.00.02019KBOIlarge_airportBoise Air Terminal/Gowen Field2871NAUSUS-IDBoiseKBOIBOIBOI-116.223, 43.5644America/Boise2019-06-29T15:00:00.000+00004657BOI-SLC
4101512018-10-15OO20304N762SK11823FWAIN11298DFWTX625620-5.00.00.0-10600-06598108155.05.00.000800-08590.00.0859.040.00.00.00.00.02018KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2018-10-15T10:25:00.000+00005-5FWA-DFW
262962019-06-29OO20304N901EV13184MBSMI13930ORDIL16481633-15.00.00.0-11600-165917031649-14.00.00.0-11700-17590.00.0222.010.00.00.00.00.02019KMBSlarge_airportMBS International Airport668NAUSUS-MISaginawKMBSMBSMBS-84.07959747314453, 43.532901763916016America/New_York2019-06-29T20:48:00.000+00001554MBS-ORD
4101512018-10-15OO20304N641CA12197HPNNY11433DTWMI12351222-13.00.00.0-11200-125914321420-12.00.00.0-11400-14590.00.0505.030.00.00.00.00.02018KHPNmedium_airportWestchester County Airport439NAUSUS-NYWhite PlainsKHPNHPNHPN-73.70760345458984, 41.06700134277344America/New_York2018-10-15T16:35:00.000+00001312HPN-DTW
252562019-05-25WN19393N7710A15304TPAFL14730SDFKY17201717-3.00.00.0-11700-175919251908-17.00.00.0-21900-19590.00.0727.030.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-05-25T21:20:00.000+0000317TPA-SDF
4101512018-10-15OO20304N609SK12992LITAR11433DTWMI605557-8.00.00.0-10600-0659912850-22.00.00.0-20900-09590.00.0705.030.00.00.00.00.02018KLITlarge_airportBill & Hillary Clinton National Airport/Adams Field262NAUSUS-ARLittle RockKLITLITLIT-92.2242965698, 34.729400634799994America/Chicago2018-10-15T11:05:00.000+00004862LIT-DTW
252672019-05-26WN19393N8681M10423AUSTX12889LASNV16101608-2.00.00.0-11600-165917101658-12.00.00.0-11700-17590.00.01090.050.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-05-26T21:10:00.000+0000252AUS-LAS
412312018-12-03AA19805N746UW15304TPAFL11278DCAVA828823-5.00.00.0-10800-085910391023-16.00.00.0-21000-10590.00.0814.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-03T13:28:00.000+0000516TPA-DCA
252672019-05-26WN19393N8617E10529BDLCT10821BWIMD815813-2.00.00.0-10800-0859930917-13.00.00.0-10900-09590.00.0283.020.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-05-26T12:15:00.000+0000213BDL-BWI
4101512018-10-15OO20304N268SY13930ORDIL12478JFKNY15101509-1.00.00.0-11500-155918361812-24.00.00.0-21800-18590.00.0740.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-15T20:10:00.000+0000124ORD-JFK
252672019-05-26WN19393N712SW10693BNATN13232MDWIL610607-3.00.00.0-10600-0659740724-16.00.00.0-20700-07590.00.0395.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-26T11:10:00.000+0000316BNA-MDW
4121932018-12-19AA19805N661AW11057CLTNC10397ATLGA924917-7.00.00.0-10900-095910381032-6.00.00.0-11000-10590.00.0226.010.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-19T14:24:00.000+000076CLT-ATL
252672019-05-26WN19393N7851A10693BNATN14683SATTX19151908-7.00.00.0-11900-195921352115-20.00.00.0-22100-21590.00.0822.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-27T00:15:00.000+0000720BNA-SAT
4122042018-12-20AA19805N136AN14747SEAWA11298DFWTX915909-6.00.00.0-10900-095915071442-25.00.00.0-21500-15590.00.01660.070.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-12-20T17:15:00.000+0000665SEA-DFW
262962019-06-29OO20304N120SY15376TUSAZ14771SFOCA13001256-4.00.00.0-11300-135915181506-12.00.00.0-11500-15590.00.0751.040.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-06-29T20:00:00.000+00004412TUS-SFO
412312018-12-03AA19805N982VJ14679SANCA14107PHXAZ19261920-6.00.00.0-11900-195921472134-13.00.00.0-12100-21590.00.0304.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-04T03:26:00.000+0000613SAN-PHX
252672019-05-26WN19393N7724A10821BWIMD14107PHXAZ141014100.00.00.001400-145916101607-3.00.00.0-11600-16590.00.01999.080.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-26T18:10:00.000+000003BWI-PHX
4101842018-10-18OO20304N754SK13931ORFVA13930ORDIL10331027-6.00.00.0-11000-105912041158-6.00.00.0-11200-12590.00.0717.030.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-10-18T14:33:00.000+0000646ORF-ORD
252672019-05-26WN19393N742SW11066CMHOH11697FLLFL10301027-3.00.00.0-11000-105913101251-19.00.00.0-21300-13590.00.0973.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-26T14:30:00.000+0000359CMH-FLL
4101842018-10-18OO20304N746SK14107PHXAZ16218YUMAZ18481841-7.00.00.0-11800-185919441943-1.00.00.0-11900-19590.00.0160.010.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-19T01:48:00.000+000071PHX-YUM
252672019-05-26WN19393N8581Z11259DALTX14747SEAWA140514050.00.00.001400-145916251605-20.00.00.0-21600-16590.00.01670.070.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-26T19:05:00.000+0000020DAL-SEA
4101842018-10-18OO20304N719SK13930ORDIL14869SLCUT20262025-1.00.00.0-12000-2059230323118.08.00.002300-23590.00.01250.060.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-19T01:26:00.000+00001-8ORD-SLC
252672019-05-26WN19393N569WN11278DCAVA13495MSYLA125512550.00.00.001200-1259144014411.01.00.001400-14590.00.0969.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-26T16:55:00.000+00000-1DCA-MSY
4123072018-12-30AA19805N837AW14908SNACA14107PHXAZ1001954-7.00.00.0-11000-105912191207-12.00.00.0-11200-12590.00.0338.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-30T18:01:00.000+00004712SNA-PHX
263072019-06-30OO20304N763SK11423DSMIA11298DFWTX920911-9.00.00.0-10900-095911211056-25.00.00.0-21100-11590.00.0624.030.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-06-30T14:20:00.000+0000965DSM-DFW
4122632018-12-26AA19805N189UW14107PHXAZ14679SANCA15091503-6.00.00.0-11500-15591516152610.010.00.001500-15590.00.0304.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-26T22:09:00.000+00006-10PHX-SAN
252672019-05-26WN19393N8644C12892LAXCA10397ATLGA7407400.00.00.000700-075914551436-19.00.00.0-21400-14590.00.01947.080.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-26T14:40:00.000+0000019LAX-ATL
4101842018-10-18OO20304N822SK14492RDUNC10721BOSMA9069060.00.00.000900-095911041056-8.00.00.0-11100-11590.00.0612.030.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-18T13:06:00.000+0000048RDU-BOS
26162019-06-01WN19393N7833A10423AUSTX12191HOUTX610609-1.00.00.0-10600-0659710652-18.00.00.0-20700-07590.00.0148.010.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-06-01T11:10:00.000+0000158AUS-HOU
412752018-12-07AA19805N974UY11057CLTNC14492RDUNC22452239-6.00.00.0-12200-225923372323-14.00.00.0-12300-23590.00.0130.010.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-08T03:45:00.000+0000614CLT-RDU
252672019-05-26WN19393N8567Z12892LAXCA13495MSYLA615611-4.00.00.0-10600-065911551143-12.00.00.0-11100-11590.00.01670.070.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-26T13:15:00.000+0000412LAX-MSY
4101842018-10-18OO20304N498CA11721FNTMI13487MSPMN18121804-8.00.00.0-11800-185919001843-17.00.00.0-21900-19590.00.0491.020.00.00.00.00.02018KFNTmedium_airportBishop International Airport782NAUSUS-MIFlintKFNTFNTFNT-83.74359893798828, 42.96540069580078America/New_York2018-10-18T22:12:00.000+0000857FNT-MSP
252672019-05-26WN19393N569WN13198MCIMO11278DCAVA830823-7.00.00.0-10800-085911551148-7.00.00.0-11100-11590.00.0949.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-26T13:30:00.000+000077MCI-DCA
412162018-12-01AA19805N820AW11057CLTNC14524RICVA737728-9.00.00.0-10700-0759845825-20.00.00.0-20800-08590.00.0257.020.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-01T12:37:00.000+0000920CLT-RIC
252672019-05-26WN19393N210WN13232MDWIL11278DCAVA600554-6.00.00.0-10600-0659840821-19.00.00.0-20800-08590.00.0601.030.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-26T11:00:00.000+00004619MDW-DCA
4101842018-10-18OO20304N826SK13487MSPMN11637FARND153715370.00.00.001500-155916461632-14.00.00.0-11600-16590.00.0223.010.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T20:37:00.000+0000014MSP-FAR
26162019-06-01WN19393N8613K11042CLEOH14107PHXAZ8358350.00.00.000800-0859955947-8.00.00.0-10900-09590.00.01737.070.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-06-01T12:35:00.000+000008CLE-PHX
4121672018-12-16AA19805N840AW14107PHXAZ14683SATTX10201014-6.00.00.0-11000-105913321320-12.00.00.0-11300-13590.00.0843.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-16T17:20:00.000+0000612PHX-SAT
252672019-05-26WN19393N275WN13232MDWIL14122PITPA13451342-3.00.00.0-11300-135916051552-13.00.00.0-11600-16590.00.0402.020.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-26T18:45:00.000+0000353MDW-PIT
4121932018-12-19AA19805N765US14027PBIFL11057CLTNC500455-5.00.00.0-10001-0559649636-13.00.00.0-10600-06590.00.0590.030.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-12-19T10:00:00.000+00004513PBI-CLT
26162019-06-01WN19393N768SW11193CVGKY10821BWIMD16401634-6.00.00.0-11600-165918101749-21.00.00.0-21800-18590.00.0430.020.00.00.00.00.02019KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2019-06-01T20:40:00.000+0000661CVG-BWI
4102212018-10-22OO20304N162SY11292DENCO10140ABQNM12151210-5.00.00.0-11200-125913401329-11.00.00.0-11300-13590.00.0349.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-22T18:15:00.000+0000511DEN-ABQ
26162019-06-01WN19393N7813P11278DCAVA11259DALTX630626-4.00.00.0-10600-0659840819-21.00.00.0-20800-08590.00.01184.050.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-01T10:30:00.000+0000421DCA-DAL
4102212018-10-22OO20304N125SY12892LAXCA14689SBACA11471142-5.00.00.0-11100-115912401234-6.00.00.0-11200-12590.00.089.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-22T18:47:00.000+000056LAX-SBA
26162019-06-01WN19393N214WN11423DSMIA15016STLMO910909-1.00.00.0-10900-095910151008-7.00.00.0-11000-10590.00.0259.020.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-06-01T14:10:00.000+000017DSM-STL
4121122018-12-11AA19805N282AY14100PHLPA11057CLTNC635627-8.00.00.0-10600-0659820806-14.00.00.0-10800-08590.00.0449.020.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-11T11:35:00.000+0000814PHL-CLT
252672019-05-26WN19393N713SW14122PITPA10397ATLGA11251119-6.00.00.0-11100-115913101250-20.00.00.0-21300-13590.00.0526.030.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-26T15:25:00.000+0000660PIT-ATL
4102212018-10-22OO20304N926SW14771SFOCA14252PSCWA12551249-6.00.00.0-11200-12591504152218.018.01.011500-15590.00.0620.030.00.018.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-22T19:55:00.000+00006-18SFO-PSC
252672019-05-26WN19393N953WN14492RDUNC10693BNATN625621-4.00.00.0-10600-0659655642-13.00.00.0-10600-06590.00.0442.020.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-26T10:25:00.000+0000413RDU-BNA
412272018-12-02AA19805N172US14100PHLPA12892LAXCA10101008-2.00.00.0-11000-105913121311-1.00.00.0-11300-13590.00.02402.0100.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-02T15:10:00.000+000021PHL-LAX
26162019-06-01WN19393N562WN12191HOUTX13232MDWIL211021100.00.00.002100-2159233023311.01.00.002300-23590.00.0937.040.00.00.00.00.02019KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2019-06-02T02:10:00.000+00000-1HOU-MDW
4121932018-12-19AA19805N669AW14107PHXAZ11423DSMIA20001959-1.00.00.0-12000-20592337235114.014.00.002300-23590.00.01149.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-20T03:00:00.000+000041-14PHX-DSM
252672019-05-26WN19393N297WN14679SANCA12889LASNV725718-7.00.00.0-10700-0759845823-22.00.00.0-20800-08590.00.0258.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-05-26T14:25:00.000+0000722SAN-LAS
412642018-12-06AA19805N824AW14107PHXAZ14683SATTX13271323-4.00.00.0-11300-1359163316407.07.00.001600-16590.00.0843.040.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-06T20:27:00.000+00004-7PHX-SAT
252672019-05-26WN19393N7735A15304TPAFL10821BWIMD20051955-10.00.00.0-12000-2059222522261.01.00.002200-22590.00.0842.040.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-05-27T00:05:00.000+000050-1TPA-BWI
4102322018-10-23OO20304N709SK14107PHXAZ11921GJTCO12151209-6.00.00.0-11200-125914421440-2.00.00.0-11400-14590.00.0438.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-23T19:15:00.000+000062PHX-GJT
252712019-05-27WN19393N7877H10397ATLGA13495MSYLA10501046-4.00.00.0-11000-105911251110-15.00.00.0-11100-11590.00.0425.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-27T14:50:00.000+0000415ATL-MSY
4121342018-12-13AA19805N926UW11298DFWTX15304TPAFL11051102-3.00.00.0-11100-115914271422-5.00.00.0-11400-14590.00.0929.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-13T17:05:00.000+000035DFW-TPA
26162019-06-01WN19393N561WN13495MSYLA10821BWIMD171517150.00.00.001700-175920502034-16.00.00.0-22000-20590.00.0998.040.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-06-01T22:15:00.000+0000016MSY-BWI
412862018-12-08AA19805N904AA11292DENCO11298DFWTX16391632-7.00.00.0-11600-165919371923-14.00.00.0-11900-19590.00.0641.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-08T23:39:00.000+0000714DEN-DFW
26162019-06-01WN19393N479WN14635RSWFL11042CLEOH18051755-10.00.00.0-11800-185920452023-22.00.00.0-22000-20590.00.01025.050.00.00.00.00.02019KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2019-06-01T22:05:00.000+00005022RSW-CLE
4122372018-12-23AA19805N755US11057CLTNC14321PWMME950945-5.00.00.0-10900-095912041155-9.00.00.0-11200-12590.00.0813.040.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-12-23T14:50:00.000+0000549CLT-PWM
26162019-06-01WN19393N756SA14831SJCCA10800BURCA15501547-3.00.00.0-11500-155916551653-2.00.00.0-11600-16590.00.0296.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-06-01T22:50:00.000+000032SJC-BUR
4102322018-10-23OO20304N260SY14869SLCUT11292DENCO154915490.00.00.001500-155917211706-15.00.00.0-11700-17590.00.0391.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-23T21:49:00.000+0000015SLC-DEN
25352019-05-03WN19393N7715E10140ABQNM12892LAXCA525524-1.00.00.0-10001-0559630617-13.00.00.0-10600-06590.00.0677.030.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-05-03T11:25:00.000+0000113ABQ-LAX
4102322018-10-23OO20304N857AS15323TRITN10397ATLGA13151310-5.00.00.0-11300-1359142014222.02.00.001400-14590.00.0227.010.00.00.00.00.02018KTRIlarge_airportTri-Cities Regional TN/VA Airport1519NAUSUS-TNBristol/Johnson/KingsportKTRITRITRI-82.407401, 36.475201America/New_York2018-10-23T17:15:00.000+00005-2TRI-ATL
26162019-06-01WN19393N912WN14831SJCCA12889LASNV11101106-4.00.00.0-11100-115912351227-8.00.00.0-11200-12590.00.0386.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-06-01T18:10:00.000+000048SJC-LAS
4101952018-10-19OO20304N191SY14570RNONV14831SJCCA550542-8.00.00.0-10001-05596486546.06.00.000600-06590.00.0188.010.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-19T12:50:00.000+00008-6RNO-SJC
26272019-06-02WN19393N913WN10397ATLGA15304TPAFL10451041-4.00.00.0-11000-105912151154-21.00.00.0-21200-12590.00.0406.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-02T14:45:00.000+0000461ATL-TPA
4121932018-12-19UA19977N1424913198MCIMO13930ORDIL904853-11.00.00.0-10900-095910451021-24.00.00.0-21000-10590.00.0403.020.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-19T15:04:00.000+00005124MCI-ORD
26272019-06-02WN19393N917WN10693BNATN10721BOSMA11001058-2.00.00.0-11100-115914301414-16.00.00.0-21400-14590.00.0942.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-02T16:00:00.000+00004216BNA-BOS
4101952018-10-19OO20304N168SY11292DENCO13851OKCOK19551952-3.00.00.0-11900-195922342222-12.00.00.0-12200-22590.00.0495.020.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-20T01:55:00.000+0000312DEN-OKC
26272019-06-02WN19393N497WN10800BURCA13796OAKCA825822-3.00.00.0-10800-0859940923-17.00.00.0-20900-09590.00.0325.020.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-06-02T15:25:00.000+0000317BUR-OAK
412752018-12-07UA19977N854UA13930ORDIL13244MEMTN15451540-5.00.00.0-11500-155917401731-9.00.00.0-11700-17590.00.0491.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T21:45:00.000+000059ORD-MEM
252712019-05-27AA19805N713UW11057CLTNC14100PHLPA11201116-4.00.00.0-11100-115912561252-4.00.00.0-11200-12590.00.0449.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T15:20:00.000+000044CLT-PHL
412752018-12-07UA19977N420UA13487MSPMN13930ORDIL720712-8.00.00.0-10700-0759848835-13.00.00.0-10800-08590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-07T13:20:00.000+0000813MSP-ORD
252232019-05-22AA19805N579UW14107PHXAZ11057CLTNC835829-6.00.00.0-10800-0859154115509.09.00.001500-15590.00.01773.080.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-22T15:35:00.000+00006-9PHX-CLT
412752018-12-07UA19977N3844613930ORDIL10821BWIMD14001354-6.00.00.0-11400-145917031634-29.00.00.0-21700-17590.00.0621.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T20:00:00.000+00004669ORD-BWI
262042019-06-20WN19393N8511K12191HOUTX13796OAKCA640637-3.00.00.0-10600-06598308322.02.00.000800-08590.00.01642.070.00.00.00.00.02019KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2019-06-20T11:40:00.000+00003-2HOU-OAK
412752018-12-07UA19977N6888013930ORDIL13204MCOFL600553-7.00.00.0-10600-0659938920-18.00.00.0-20900-09590.00.01005.050.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T12:00:00.000+00004718ORD-MCO
25132019-05-01AA19805N756US14107PHXAZ12892LAXCA20052003-2.00.00.0-12000-205921402134-6.00.00.0-12100-21590.00.0370.020.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-02T03:05:00.000+000026PHX-LAX
412752018-12-07UA19977N845UA13244MEMTN12266IAHTX700655-5.00.00.0-10700-07598478470.00.00.000800-08590.00.0468.020.00.00.00.00.02018KMEMlarge_airportMemphis International Airport341NAUSUS-TNMemphisKMEMMEMMEM-89.97669982910156, 35.04240036010742America/Chicago2018-12-07T13:00:00.000+0000450MEM-IAH
262042019-06-20WN19393N443WN13204MCOFL14100PHLPA9059050.00.00.000900-0959113511438.08.00.001100-11590.00.0861.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-20T13:05:00.000+00000-8MCO-PHL
412752018-12-07UA19977N7586113930ORDIL12892LAXCA8048040.00.00.000800-085910341023-11.00.00.0-11000-10590.00.01744.070.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-07T14:04:00.000+0000011ORD-LAX
262042019-06-20WN19393N8698B13204MCOFL14843SJUPR745744-1.00.00.0-10700-075910351031-4.00.00.0-11000-10590.00.01189.050.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-20T11:45:00.000+000014MCO-SJU
412752018-12-07UA19977N456UA10849BZNMT11292DENCO7057050.00.00.000700-075984585813.013.00.000800-08590.00.0524.030.00.00.00.00.02018KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2018-12-07T14:05:00.000+00000-13BZN-DEN
252712019-05-27AA19805N123UW13495MSYLA11057CLTNC10351030-5.00.00.0-11000-105913341322-12.00.00.0-11300-13590.00.0651.030.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-27T15:35:00.000+0000512MSY-CLT
412752018-12-07UA19977N7325912889LASNV11292DENCO846840-6.00.00.0-10800-085911301128-2.00.00.0-11100-11590.00.0628.030.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-07T16:46:00.000+000062LAS-DEN
262042019-06-20WN19393N910WN13232MDWIL14635RSWFL13351334-1.00.00.0-11300-135917201702-18.00.00.0-21700-17590.00.01105.050.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-06-20T18:35:00.000+0000118MDW-RSW
4101732018-10-17AA19805N663AW14107PHXAZ12892LAXCA720715-5.00.00.0-10700-0759906851-15.00.00.0-10900-09590.00.0370.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-17T14:20:00.000+0000555PHX-LAX
251312019-05-13AA19805N335PH11298DFWTX12892LAXCA705703-2.00.00.0-10700-0759837802-35.00.00.0-20800-08590.00.01235.050.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-13T12:05:00.000+0000235DFW-LAX
412752018-12-07UA19977N855UA10397ATLGA12264IADVA14341422-12.00.00.0-11400-145916171600-17.00.00.0-21600-16590.00.0534.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-07T19:34:00.000+00001217ATL-IAD
25462019-05-04AA19805N837NN15016STLMO11057CLTNC751748-3.00.00.0-10700-075910411034-7.00.00.0-11000-10590.00.0575.030.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-04T12:51:00.000+000037STL-CLT
412642018-12-06UA19977N1412114679SANCA11618EWRNJ12351230-5.00.00.0-11200-125920452024-21.00.00.0-22000-20590.00.02425.0100.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-06T20:35:00.000+0000521SAN-EWR
262042019-06-20WN19393N723SW14492RDUNC13232MDWIL615614-1.00.00.0-10600-0659710707-3.00.00.0-10700-07590.00.0632.030.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-06-20T10:15:00.000+000013RDU-MDW
4101512018-10-15AA19805N758US12339INDIN12892LAXCA170617060.00.00.001700-175918401832-8.00.00.0-11800-18590.00.01814.080.00.00.00.00.02018KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2018-10-15T21:06:00.000+000008IND-LAX
251642019-05-16AA19805N185UW13487MSPMN11057CLTNC629625-4.00.00.0-10600-0659100610148.08.00.001000-10590.00.0930.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-16T11:29:00.000+00004-8MSP-CLT
412642018-12-06UA19977N8751212266IAHTX14771SFOCA12091206-3.00.00.0-11200-125914271425-2.00.00.0-11400-14590.00.01635.070.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T18:09:00.000+000032IAH-SFO
25352019-05-03AA19805N992NN14107PHXAZ11278DCAVA12551251-4.00.00.0-11200-125920232014-9.00.00.0-12000-20590.00.01979.080.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-05-03T19:55:00.000+000049PHX-DCA
412642018-12-06UA19977N1671311042CLEOH14771SFOCA700656-4.00.00.0-10700-0759932924-8.00.00.0-10900-09590.00.02161.090.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-12-06T12:00:00.000+0000448CLE-SFO
251312019-05-13AA19805N820AW11057CLTNC14730SDFKY11251120-5.00.00.0-11100-115912511229-22.00.00.0-21200-12590.00.0335.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-13T15:25:00.000+0000522CLT-SDF
412642018-12-06UA19977N818UA12266IAHTX12953LGANY12071157-10.00.00.0-11200-125916301601-29.00.00.0-21600-16590.00.01416.060.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T18:07:00.000+00005029IAH-LGA
262632019-06-26WN19393N223WN14679SANCA12889LASNV855850-5.00.00.0-10800-085910201000-20.00.00.0-21000-10590.00.0258.020.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-26T15:55:00.000+0000520SAN-LAS
412642018-12-06UA19977N822UA12266IAHTX10693BNATN14201416-4.00.00.0-11400-145916161600-16.00.00.0-21600-16590.00.0657.030.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-06T20:20:00.000+0000416IAH-BNA
251052019-05-10AA19805N524UW12892LAXCA14107PHXAZ16351634-1.00.00.0-11600-165918011752-9.00.00.0-11800-18590.00.0370.020.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-10T23:35:00.000+0000149LAX-PHX
410332018-10-03AA19805N912UY14679SANCA14107PHXAZ19261921-5.00.00.0-11900-195920462031-15.00.00.0-12000-20590.00.0304.020.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-04T02:26:00.000+0000515SAN-PHX
251532019-05-15AA19805N357PV13930ORDIL14492RDUNC12111207-4.00.00.0-11200-125915081458-10.00.00.0-11500-15590.00.0646.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-15T17:11:00.000+0000450ORD-RDU
412642018-12-06UA19977N6188210397ATLGA12264IADVA955948-7.00.00.0-10900-095911341127-7.00.00.0-11100-11590.00.0534.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-06T14:55:00.000+000077ATL-IAD
25942019-05-09AA19805N9022G15016STLMO13303MIAFL544536-8.00.00.0-10001-05599349406.06.00.000900-09590.00.01068.050.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-09T10:44:00.000+00008-6STL-MIA
4103132018-10-31AA19805N519UW14100PHLPA12892LAXCA13001258-2.00.00.0-11300-1359154515450.00.00.001500-15590.00.02402.0100.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-10-31T17:00:00.000+0000420PHL-LAX
252712019-05-27AA19805N939AN12953LGANY13303MIAFL830826-4.00.00.0-10800-085911551122-33.00.00.0-21100-11590.00.01096.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-27T12:30:00.000+0000433LGA-MIA
4103132018-10-31AA19805N815AW14107PHXAZ14908SNACA752746-6.00.00.0-10700-075991192211.011.00.000900-09590.00.0338.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-31T14:52:00.000+00006-11PHX-SNA
253152019-05-31AA19805N733UW10693BNATN11057CLTNC951944-7.00.00.0-10900-095912251204-21.00.00.0-21200-12590.00.0328.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-31T14:51:00.000+0000721BNA-CLT
4101842018-10-18AA19805N981UY14679SANCA11298DFWTX16111602-9.00.00.0-11600-165921092100-9.00.00.0-12100-21590.00.01171.050.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-18T23:11:00.000+000099SAN-DFW
262632019-06-26WN19393N8520Q15304TPAFL14492RDUNC650649-1.00.00.0-10600-0659830825-5.00.00.0-10800-08590.00.0587.030.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-06-26T10:50:00.000+000015TPA-RDU
4101842018-10-18UA19977N893UA13930ORDIL10785BTVVT18001754-6.00.00.0-11800-185921042058-6.00.00.0-12100-21590.00.0763.040.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-18T23:00:00.000+00004646ORD-BTV
262742019-06-27WN19393N460WN10140ABQNM12892LAXCA10151014-1.00.00.0-11000-105911201107-13.00.00.0-11100-11590.00.0677.030.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-06-27T16:15:00.000+0000113ABQ-LAX
4101842018-10-18UA19977N456UA11618EWRNJ10721BOSMA13301323-7.00.00.0-11300-135914421424-18.00.00.0-21400-14590.00.0200.010.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-18T17:30:00.000+0000718EWR-BOS
25942019-05-09AA19805N987NN15016STLMO13930ORDIL700659-1.00.00.0-10700-0759825816-9.00.00.0-10800-08590.00.0258.020.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-09T12:00:00.000+0000419STL-ORD
412532018-12-05UA19977N4114012758KOAHI12892LAXCA21352126-9.00.00.0-12100-2159453436-17.00.00.0-20001-05590.00.02504.0110.00.00.00.00.02018PHKOmedium_airportEllison Onizuka Kona International At Keahole Airport47NAUSUS-HIKailua/KonaPHKOKOAKOA-156.045603, 19.738783Pacific/Honolulu2018-12-06T07:35:00.000+0000917KOA-LAX
252672019-05-26AA19805N961NN15016STLMO13930ORDIL700659-1.00.00.0-10700-0759825819-6.00.00.0-10800-08590.00.0258.020.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-26T12:00:00.000+0000416STL-ORD
4101842018-10-18UA19977N1724514107PHXAZ11618EWRNJ615608-7.00.00.0-10600-065914001326-34.00.00.0-21400-14590.00.02133.090.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-18T13:15:00.000+0000774PHX-EWR
262742019-06-27WN19393N725SW10800BURCA11292DENCO17401736-4.00.00.0-11700-1759205020511.01.00.002000-20590.00.0850.040.00.00.00.00.02019KBURmedium_airportBob Hope Airport778NAUSUS-CABurbankKBURBURBUR-118.35900115966797, 34.20069885253906America/Los_Angeles2019-06-28T00:40:00.000+00004-1BUR-DEN
412532018-12-05UA19977N3750213830OGGHI12892LAXCA13431331-12.00.00.0-11300-1359205920590.00.00.002000-20590.00.02486.0100.00.00.00.00.02018PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2018-12-05T23:43:00.000+0000120OGG-LAX
262742019-06-27WN19393N8539V11259DALTX11278DCAVA930927-3.00.00.0-10900-095913251322-3.00.00.0-11300-13590.00.01184.050.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-06-27T14:30:00.000+000033DAL-DCA
4101842018-10-18UA19977N3240413204MCOFL12266IAHTX915906-9.00.00.0-10900-095910371028-9.00.00.0-11000-10590.00.0854.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-18T13:15:00.000+000099MCO-IAH
262742019-06-27WN19393N8318F11259DALTX14831SJCCA710709-1.00.00.0-10700-0759840839-1.00.00.0-10800-08590.00.01450.060.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-06-27T12:10:00.000+000011DAL-SJC
412532018-12-05UA19977N815UA10620BILMT11292DENCO15001452-8.00.00.0-11500-155916221614-8.00.00.0-11600-16590.00.0455.020.00.00.00.00.02018KBILlarge_airportBillings Logan International Airport3652NAUSUS-MTBillingsKBILBILBIL-108.54299926757812, 45.807701110839844America/Denver2018-12-05T22:00:00.000+0000488BIL-DEN
25572019-05-05EV20366N1118411995GSONC11618EWRNJ600552-8.00.00.0-10600-0659744718-26.00.00.0-20700-07590.00.0445.020.00.00.00.00.02019KGSOlarge_airportPiedmont Triad International Airport925NAUSUS-NCGreensboroKGSOGSOGSO-79.93730163574219, 36.097801208496094America/New_York2019-05-05T10:00:00.000+00004826GSO-EWR
4101842018-10-18UA19977N416UA13487MSPMN13930ORDIL638637-1.00.00.0-10600-0659805800-5.00.00.0-10800-08590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-18T11:38:00.000+000015MSP-ORD
25352019-05-03EV20366N903EV13930ORDIL15412TYSTN17501749-1.00.00.0-11700-175920352024-11.00.00.0-12000-20590.00.0475.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-03T22:50:00.000+0000111ORD-TYS
412422018-12-04UA19977N6882211618EWRNJ11057CLTNC21552150-5.00.00.0-12100-215923572350-7.00.00.0-12300-23590.00.0529.030.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-05T02:55:00.000+000057EWR-CLT
262742019-06-27WN19393N7863A12339INDIN10397ATLGA805803-2.00.00.0-10800-0859940928-12.00.00.0-10900-09590.00.0432.020.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-06-27T12:05:00.000+0000212IND-ATL
410332018-10-03UA19977N2742110821BWIMD12892LAXCA526524-2.00.00.0-10001-0559800739-21.00.00.0-20800-08590.00.02329.0100.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-03T09:26:00.000+0000261BWI-LAX
262742019-06-27WN19393N8533S12889LASNV14057PDXOR21302128-2.00.00.0-12100-215923402338-2.00.00.0-12300-23590.00.0763.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-28T04:30:00.000+000022LAS-PDX
410332018-10-03UA19977N6689314747SEAWA13930ORDIL13551346-9.00.00.0-11300-135920011933-28.00.00.0-22000-20590.00.01721.070.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-10-03T20:55:00.000+0000968SEA-ORD
251752019-05-17EV20366N854AS10874CAKOH13930ORDIL14151410-5.00.00.0-11400-145914541442-12.00.00.0-11400-14590.00.0343.020.00.00.00.00.02019KCAKmedium_airportAkron Canton Regional Airport1228NAUSUS-OHAkronKCAKCAKCAK-81.44219970703125, 40.916099548339844America/New_York2019-05-17T18:15:00.000+0000512CAK-ORD
412422018-12-04UA19977N2773312266IAHTX11278DCAVA800749-11.00.00.0-10800-085911511131-20.00.00.0-21100-11590.00.01208.050.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-04T14:00:00.000+00005120IAH-DCA
253152019-05-31EV20366N1798414307PVDRI11618EWRNJ600553-7.00.00.0-10600-0659720710-10.00.00.0-10700-07590.00.0160.010.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-05-31T10:00:00.000+00004710PVD-EWR
412422018-12-04UA19977N3326614771SFOCA12892LAXCA11001059-1.00.00.0-11100-11591236125721.021.01.011200-12590.00.0337.020.00.021.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-04T19:00:00.000+000041-21SFO-LAX
262742019-06-27WN19393N562WN12953LGANY11292DENCO14251422-3.00.00.0-11400-145916451608-37.00.00.0-21600-16590.00.01620.070.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-27T18:25:00.000+0000337LGA-DEN
410332018-10-03UA19977N6984012264IADVA12892LAXCA550544-6.00.00.0-10001-0559826817-9.00.00.0-10800-08590.00.02288.0100.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-10-03T09:50:00.000+000069IAD-LAX
262742019-06-27WN19393N7811F12953LGANY13495MSYLA11251124-1.00.00.0-11100-11591340135010.010.00.001300-13590.00.01183.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-27T15:25:00.000+00001-10LGA-MSY
412422018-12-04UA19977N7650812264IADVA13930ORDIL935925-10.00.00.0-10900-095910341029-5.00.00.0-11000-10590.00.0588.030.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-04T14:35:00.000+0000105IAD-ORD
251532019-05-15EV20366N1420312339INDIN12266IAHTX17141708-6.00.00.0-11700-175919001837-23.00.00.0-21900-19590.00.0844.040.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-15T21:14:00.000+0000663IND-IAH
412422018-12-04UA19977N510UA11618EWRNJ14771SFOCA900852-8.00.00.0-10900-095912351231-4.00.00.0-11200-12590.00.02565.0110.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-04T14:00:00.000+0000484EWR-SFO
252932019-05-29EV20366N1499313422MOBAL12266IAHTX18351833-2.00.00.0-11800-185920152011-4.00.00.0-12000-20590.00.0427.020.00.00.00.00.02019KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2019-05-29T23:35:00.000+000024MOB-IAH
412422018-12-04UA19977N6845211618EWRNJ12266IAHTX12301227-3.00.00.0-11200-125915221516-6.00.00.0-11500-15590.00.01400.060.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-04T17:30:00.000+000036EWR-IAH
25132019-05-01EV20366N1490211042CLEOH11618EWRNJ13431335-8.00.00.0-11300-135915301508-22.00.00.0-21500-15590.00.0404.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-01T17:43:00.000+0000822CLE-EWR
410222018-10-02UA19977N6289212266IAHTX12889LASNV21512147-4.00.00.0-12100-215923012254-7.00.00.0-12300-23590.00.01222.050.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-03T02:51:00.000+0000447IAH-LAS
261672019-06-16WN19393N8318F13830OGGHI13796OAKCA134513450.00.00.001300-13592145220520.020.01.012100-21590.00.02349.0100.00.020.00.00.02019PHOGmedium_airportKahului Airport54NAUSUS-HIKahuluiPHOGOGGOGG-156.429993, 20.8986Pacific/Honolulu2019-06-16T23:45:00.000+00000-60OGG-OAK
412422018-12-04UA19977N3947512264IADVA13204MCOFL845841-4.00.00.0-10800-0859110111021.01.00.001100-11590.00.0758.040.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-12-04T13:45:00.000+00004-1IAD-MCO
261672019-06-16WN19393N8535S14107PHXAZ13198MCIMO705704-1.00.00.0-10700-075911351126-9.00.00.0-11100-11590.00.01044.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-16T14:05:00.000+000019PHX-MCI
412422018-12-04UA19977N5471114908SNACA13930ORDIL655647-8.00.00.0-10600-065912531236-17.00.00.0-21200-12590.00.01726.070.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-04T14:55:00.000+0000817SNA-ORD
261672019-06-16WN19393N217JC14576ROCNY10821BWIMD605600-5.00.00.0-10600-0659715704-11.00.00.0-10700-07590.00.0277.020.00.00.00.00.02019KROClarge_airportGreater Rochester International Airport559NAUSUS-NYRochesterKROCROCROC-77.67240142822266, 43.118900299072266America/New_York2019-06-16T10:05:00.000+0000511ROC-BWI
410662018-10-06WN19393N415WN14908SNACA14831SJCCA900859-1.00.00.0-10900-0959101510249.09.00.001000-10590.00.0342.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-10-06T16:00:00.000+000041-9SNA-SJC
251642019-05-16EV20366N1855713930ORDIL14574ROAVA18051802-3.00.00.0-11800-18592102213634.034.01.022100-21590.00.0530.030.00.034.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-16T23:05:00.000+00003-34ORD-ROA
412312018-12-03UA19977N447UA14747SEAWA12266IAHTX905901-4.00.00.0-10900-095915161505-11.00.00.0-11500-15590.00.01874.080.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-12-03T17:05:00.000+0000411SEA-IAH
261672019-06-16WN19393N8617E14843SJUPR10821BWIMD6156150.00.00.000600-065910251012-13.00.00.0-11000-10590.00.01565.070.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-06-16T10:15:00.000+0000013SJU-BWI
412312018-12-03UA19977N473UA11433DTWMI13930ORDIL745737-8.00.00.0-10700-0759805746-19.00.00.0-20800-08590.00.0235.010.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-12-03T12:45:00.000+0000859DTW-ORD
261672019-06-16WN19393N8637A14843SJUPR13204MCOFL13501346-4.00.00.0-11300-135916501647-3.00.00.0-11600-16590.00.01189.050.00.00.00.00.02019TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2019-06-16T17:50:00.000+000043SJU-MCO
410772018-10-07WN19393N8531Q10397ATLGA12892LAXCA900857-3.00.00.0-10900-095910501031-19.00.00.0-21000-10590.00.01947.080.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-07T13:00:00.000+00004319ATL-LAX
25612019-05-06EV20366N1353812266IAHTX12951LFTLA18251821-4.00.00.0-11800-185919241921-3.00.00.0-11900-19590.00.0201.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-06T23:25:00.000+000043IAH-LFT
412312018-12-03UA19977N849UA11298DFWTX11292DENCO20132002-11.00.00.0-12000-205921152101-14.00.00.0-12100-21590.00.0641.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-04T02:13:00.000+00001114DFW-DEN
262372019-06-23WN19393N248WN10279AMATX12889LASNV17051703-2.00.00.0-11700-175917101700-10.00.00.0-11700-17590.00.0758.040.00.00.00.00.02019KAMAlarge_airportRick Husband Amarillo International Airport3607NAUSUS-TXAmarilloKAMAAMAAMA-101.706001, 35.219398America/Chicago2019-06-23T22:05:00.000+0000210AMA-LAS
410772018-10-07WN19393N935WN10423AUSTX11292DENCO12051201-4.00.00.0-11200-125913151258-17.00.00.0-21300-13590.00.0775.040.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-07T17:05:00.000+0000457AUS-DEN
25612019-05-06EV20366N860AS12266IAHTX15370TULOK800756-4.00.00.0-10800-08599339352.02.00.000900-09590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-06T13:00:00.000+000044-2IAH-TUL
4101472018-10-14WN19393N567WN14100PHLPA13204MCOFL620618-2.00.00.0-10600-0659850831-19.00.00.0-20800-08590.00.0861.040.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-10-14T10:20:00.000+0000219PHL-MCO
251162019-05-11EV20366N1655912266IAHTX15370TULOK800757-3.00.00.0-10800-0859933923-10.00.00.0-10900-09590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-11T13:00:00.000+00004310IAH-TUL
4121932018-12-19UA19977N3746212173HNLHI14771SFOCA13101305-5.00.00.0-11300-135920112010-1.00.00.0-12000-20590.00.02398.0100.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-19T23:10:00.000+000051HNL-SFO
262372019-06-23WN19393N464WN10821BWIMD11697FLLFL131513150.00.00.001300-135915551542-13.00.00.0-11500-15590.00.0925.040.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-23T17:15:00.000+0000013BWI-FLL
4101472018-10-14WN19393N551WN14193PNSFL12191HOUTX112011200.00.00.001100-115912551248-7.00.00.0-11200-12590.00.0488.020.00.00.00.00.02018KPNSmedium_airportPensacola International Airport121NAUSUS-FLPensacolaKPNSPNSPNS-87.1866, 30.4734America/Chicago2018-10-14T16:20:00.000+000007PNS-HOU
252822019-05-28EV20366N1355312266IAHTX13422MOBAL16351628-7.00.00.0-11600-165918041747-17.00.00.0-21800-18590.00.0427.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-05-28T21:35:00.000+0000757IAH-MOB
4101472018-10-14WN19393N716SW14683SATTX10397ATLGA720718-2.00.00.0-10700-075910401018-22.00.00.0-21000-10590.00.0874.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-10-14T12:20:00.000+0000222SAT-ATL
25462019-05-04MQ20398N831AE11298DFWTX13244MEMTN830826-4.00.00.0-10800-08591003957-6.00.00.0-11000-10590.00.0431.020.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-04T13:30:00.000+0000446DFW-MEM
4121932018-12-19UA19977N459UA13930ORDIL14100PHLPA14151407-8.00.00.0-11400-145917171709-8.00.00.0-11700-17590.00.0678.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-19T20:15:00.000+000088ORD-PHL
252672019-05-26MQ20398N619AE11067CMIIL13930ORDIL18341826-8.00.00.0-11800-185919391921-18.00.00.0-21900-19590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-05-26T23:34:00.000+0000818CMI-ORD
4101472018-10-14WN19393N233LV14893SMFCA12889LASNV16001554-6.00.00.0-11600-165917201714-6.00.00.0-11700-17590.00.0397.020.00.00.00.00.02018KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2018-10-14T23:00:00.000+0000466SMF-LAS
253152019-05-31MQ20398N675AE11067CMIIL13930ORDIL18341827-7.00.00.0-11800-185919391932-7.00.00.0-11900-19590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-05-31T23:34:00.000+000077CMI-ORD
4121932018-12-19UA19977N2747711292DENCO14747SEAWA11211120-1.00.00.0-11100-115913271325-2.00.00.0-11300-13590.00.01024.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T18:21:00.000+000012DEN-SEA
252712019-05-27MQ20398N848AE11057CLTNC14783SGFMO18251820-5.00.00.0-11800-18591949200415.015.01.011900-19590.00.0708.030.00.015.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T22:25:00.000+00005-55CLT-SGF
4121932018-12-19UA19977N6983811292DENCO13930ORDIL655649-6.00.00.0-10600-065910171013-4.00.00.0-11000-10590.00.0888.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T13:55:00.000+000064DEN-ORD
251272019-05-12MQ20398N800AE14783SGFMO11057CLTNC15171514-3.00.00.0-11500-155918401807-33.00.00.0-21800-18590.00.0708.030.00.00.00.00.02019KSGFlarge_airportSpringfield Branson National Airport1268NAUSUS-MOSpringfieldKSGFSGFSGF-93.38860321, 37.24570084America/Chicago2019-05-12T20:17:00.000+0000333SGF-CLT
4101512018-10-15WN19393N259WN10713BOIID11292DENCO800755-5.00.00.0-10800-0859945936-9.00.00.0-10900-09590.00.0649.030.00.00.00.00.02018KBOIlarge_airportBoise Air Terminal/Gowen Field2871NAUSUS-IDBoiseKBOIBOIBOI-116.223, 43.5644America/Boise2018-10-15T14:00:00.000+0000459BOI-DEN
251162019-05-11MQ20398N807AE12953LGANY13931ORFVA15151508-7.00.00.0-11500-155916451619-26.00.00.0-21600-16590.00.0296.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-11T19:15:00.000+0000726LGA-ORF
4121822018-12-18UA19977N827UA13303MIAFL12266IAHTX18331818-15.00.00.0-11800-185920172010-7.00.00.0-12000-20590.00.0964.040.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-18T23:33:00.000+0000157MIA-IAH
25722019-05-07MQ20398N855AE10990CHOVA11057CLTNC19531949-4.00.00.0-11900-195921152105-10.00.00.0-12100-21590.00.0245.010.00.00.00.00.02019KCHOmedium_airportCharlottesville Albemarle Airport639NAUSUS-VACharlottesvilleKCHOCHOCHO-78.4529037475586, 38.13859939575195America/New_York2019-05-07T23:53:00.000+0000410CHO-CLT
4121822018-12-18UA19977N7325114771SFOCA11278DCAVA13151311-4.00.00.0-11300-135921212118-3.00.00.0-12100-21590.00.02442.0100.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-18T21:15:00.000+000043SFO-DCA
262372019-06-23WN19393N8618N14679SANCA10821BWIMD120012000.00.00.001200-125920051936-29.00.00.0-22000-20590.00.02295.0100.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-23T19:00:00.000+0000069SAN-BWI
4121822018-12-18UA19977N7340615304TPAFL12266IAHTX715707-8.00.00.0-10700-0759833827-6.00.00.0-10800-08590.00.0787.040.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-18T12:15:00.000+000086TPA-IAH
262372019-06-23WN19393N7818L15016STLMO11259DALTX6556550.00.00.000600-06598308366.06.00.000800-08590.00.0546.030.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-23T11:55:00.000+00000-6STL-DAL
4101512018-10-15WN19393N749SW10821BWIMD14492RDUNC820817-3.00.00.0-10800-08599309344.04.00.000900-09590.00.0255.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-15T12:20:00.000+00003-4BWI-RDU
262372019-06-23WN19393N566WN15304TPAFL13342MKEWI900857-3.00.00.0-10900-095910401035-5.00.00.0-11000-10590.00.01075.050.00.00.00.00.02019KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2019-06-23T13:00:00.000+0000435TPA-MKE
4101512018-10-15WN19393N564WN11259DALTX14683SATTX6006000.00.00.000600-06597107199.09.00.000700-07590.00.0247.010.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-10-15T11:00:00.000+00000-9DAL-SAT
253042019-05-30MQ20398N928AE11977GRBWI13930ORDIL957947-10.00.00.0-10900-095911091053-16.00.00.0-21100-11590.00.0174.010.00.00.00.00.02019KGRBlarge_airportAustin Straubel International Airport695NAUSUS-WIGreen BayKGRBGRBGRB-88.12960052490234, 44.48509979248047America/Chicago2019-05-30T14:57:00.000+00001056GRB-ORD
4101512018-10-15WN19393N928WN11292DENCO10529BDLCT173017300.00.00.001700-175923052233-32.00.00.0-22300-23590.00.01671.070.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-15T23:30:00.000+0000072DEN-BDL
262412019-06-24WN19393N718SW10397ATLGA13495MSYLA700659-1.00.00.0-10700-0759725721-4.00.00.0-10700-07590.00.0425.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-24T11:00:00.000+0000414ATL-MSY
4101512018-10-15WN19393N8634A11292DENCO13796OAKCA18051802-3.00.00.0-11800-185919501940-10.00.00.0-11900-19590.00.0957.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-16T00:05:00.000+0000310DEN-OAK
262412019-06-24WN19393N8507C10693BNATN11433DTWMI21502148-2.00.00.0-12100-2159256-19.00.00.0-20001-05590.00.0456.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-25T02:50:00.000+0000219BNA-DTW
4121822018-12-18UA19977N827UA12266IAHTX11298DFWTX945941-4.00.00.0-10900-095911021054-8.00.00.0-11100-11590.00.0224.010.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-12-18T15:45:00.000+0000448IAH-DFW
251422019-05-14MQ20398N528EG11977GRBWI13930ORDIL620616-4.00.00.0-10600-0659729715-14.00.00.0-10700-07590.00.0174.010.00.00.00.00.02019KGRBlarge_airportAustin Straubel International Airport695NAUSUS-WIGreen BayKGRBGRBGRB-88.12960052490234, 44.48509979248047America/Chicago2019-05-14T11:20:00.000+0000414GRB-ORD
4121822018-12-18UA19977N467UA13930ORDIL11278DCAVA14001351-9.00.00.0-11400-145917011642-19.00.00.0-21700-17590.00.0612.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-18T20:00:00.000+00004959ORD-DCA
262412019-06-24WN19393N748SW10693BNATN14492RDUNC700658-2.00.00.0-10700-0759930917-13.00.00.0-10900-09590.00.0442.020.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-24T12:00:00.000+00004213BNA-RDU
4101512018-10-15WN19393N8634A12264IADVA11292DENCO15201513-7.00.00.0-11500-1559171517161.01.00.001700-17590.00.01452.060.00.00.00.00.02018KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2018-10-15T19:20:00.000+00007-1IAD-DEN
251162019-05-11MQ20398N697AB14524RICVA13303MIAFL711708-3.00.00.0-10700-0759945943-2.00.00.0-10900-09590.00.0825.040.00.00.00.00.02019KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2019-05-11T11:11:00.000+000032RIC-MIA
4121822018-12-18UA19977N6980611292DENCO14679SANCA19201917-3.00.00.0-11900-195920422027-15.00.00.0-12000-20590.00.0853.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-19T02:20:00.000+0000315DEN-SAN
262412019-06-24WN19393N8609A11278DCAVA13232MDWIL16501642-8.00.00.0-11600-165917551729-26.00.00.0-21700-17590.00.0601.030.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-24T20:50:00.000+0000826DCA-MDW
4121122018-12-11WN19393N8548P11292DENCO14570RNONV22052158-7.00.00.0-12200-225923302308-22.00.00.0-22300-23590.00.0804.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-12T05:05:00.000+00004722DEN-RNO
25132019-05-01MQ20398N826AE12953LGANY14524RICVA17291718-11.00.00.0-11700-175918571838-19.00.00.0-21800-18590.00.0292.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-01T21:29:00.000+00001119LGA-RIC
4101732018-10-17WN19393N767SW13198MCIMO15016STLMO14101407-3.00.00.0-11400-145915051500-5.00.00.0-11500-15590.00.0237.010.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-17T19:10:00.000+000035MCI-STL
25942019-05-09MQ20398N531EG11996GSPSC13930ORDIL10311023-8.00.00.0-11000-105911371111-26.00.00.0-21100-11590.00.0577.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-05-09T14:31:00.000+0000826GSP-ORD
4101732018-10-17WN19393N8633A13204MCOFL15016STLMO113011300.00.00.001100-115912551242-13.00.00.0-11200-12590.00.0882.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-17T15:30:00.000+0000013MCO-STL
262412019-06-24WN19393N437WN12889LASNV10800BURCA635631-4.00.00.0-10600-0659735730-5.00.00.0-10700-07590.00.0223.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-24T13:35:00.000+000045LAS-BUR
4121122018-12-11WN19393N443WN12339INDIN13198MCIMO745740-5.00.00.0-10700-07598258261.01.00.000800-08590.00.0451.020.00.00.00.00.02018KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2018-12-11T12:45:00.000+00005-1IND-MCI
262412019-06-24WN19393N7865A12889LASNV14747SEAWA215521550.00.00.002100-21592019-1.00.00.0-10001-05590.00.0867.040.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-25T04:55:00.000+000001LAS-SEA
4121122018-12-11WN19393N742SW12892LAXCA13796OAKCA820818-2.00.00.0-10800-0859940938-2.00.00.0-10900-09590.00.0337.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-11T16:20:00.000+000022LAX-OAK
252342019-05-23MQ20398N821AE11298DFWTX15401TXKAR17111705-6.00.00.0-11700-175918101802-8.00.00.0-11800-18590.00.0181.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-23T22:11:00.000+000068DFW-TXK
4101732018-10-17WN19393N793SA13796OAKCA14679SANCA192519250.00.00.001900-1959205020500.00.00.002000-20590.00.0446.020.00.00.00.00.02018KOAKlarge_airportMetropolitan Oakland International Airport9NAUSUS-CAOaklandKOAKOAKOAK-122.221001, 37.721298America/Los_Angeles2018-10-18T02:25:00.000+000000OAK-SAN
261012019-06-10AA19805N905NN13930ORDIL14100PHLPA819818-1.00.00.0-10800-0859112411317.07.00.001100-11590.00.0678.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-10T13:19:00.000+00001-7ORD-PHL
4121122018-12-11WN19393N8709Q13198MCIMO14107PHXAZ185518550.00.00.001800-185920502047-3.00.00.0-12000-20590.00.01044.050.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-12-12T00:55:00.000+000003MCI-PHX
263072019-06-30AA19805N927UW14747SEAWA11057CLTNC86-2.00.00.0-10001-0559807751-16.00.00.0-20800-08590.00.02279.0100.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-30T07:08:00.000+0000256SEA-CLT
4101732018-10-17WN19393N7831B14831SJCCA10800BURCA705701-4.00.00.0-10700-0759805803-2.00.00.0-10800-08590.00.0296.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T14:05:00.000+000042SJC-BUR
26972019-06-09AA19805N833AW14107PHXAZ11423DSMIA840834-6.00.00.0-10800-085913281314-14.00.00.0-11300-13590.00.01149.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-09T15:40:00.000+0000614PHX-DSM
4101732018-10-17WN19393N404WN14831SJCCA12889LASNV945937-8.00.00.0-10900-095911051059-6.00.00.0-11100-11590.00.0386.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T16:45:00.000+0000846SJC-LAS
252822019-05-28YX20452N442YX11278DCAVA13244MEMTN20001958-2.00.00.0-12000-2059213021311.01.00.002100-21590.00.0762.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-29T00:00:00.000+000042-1DCA-MEM
4101732018-10-17WN19393N484WN14831SJCCA12892LAXCA15351532-3.00.00.0-11500-155916551645-10.00.00.0-11600-16590.00.0308.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T22:35:00.000+0000310SJC-LAX
252822019-05-28YX20452N443YX14307PVDRI11278DCAVA13361329-7.00.00.0-11300-135915131507-6.00.00.0-11500-15590.00.0356.020.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-05-28T17:36:00.000+000076PVD-DCA
4101732018-10-17WN19393N567WN14831SJCCA12892LAXCA16351632-3.00.00.0-11600-165917551743-12.00.00.0-11700-17590.00.0308.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T23:35:00.000+0000312SJC-LAX
252012019-05-20YX20452N101HQ13198MCIMO11278DCAVA600554-6.00.00.0-10600-0659929909-20.00.00.0-20900-09590.00.0949.040.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-20T11:00:00.000+00004620MCI-DCA
4101732018-10-17WN19393N7858A14831SJCCA14679SANCA151015100.00.00.001500-155916301627-3.00.00.0-11600-16590.00.0417.020.00.00.00.00.02018KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2018-10-17T22:10:00.000+000003SJC-SAN
261452019-06-14AA19805N819AW14307PVDRI11057CLTNC10111009-2.00.00.0-11000-105912231220-3.00.00.0-11200-12590.00.0683.030.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-14T14:11:00.000+000023PVD-CLT
4121122018-12-11WN19393N400WN14107PHXAZ10140ABQNM22302228-2.00.00.0-12200-225923352326-9.00.00.0-12300-23590.00.0328.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-12T05:30:00.000+000029PHX-ABQ
252452019-05-24YX20452N443YX13495MSYLA13303MIAFL15581555-3.00.00.0-11500-155918551851-4.00.00.0-11800-18590.00.0675.030.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-24T20:58:00.000+000034MSY-MIA
4121122018-12-11WN19393N8655D14107PHXAZ13198MCIMO700659-1.00.00.0-10700-075910251015-10.00.00.0-11000-10590.00.01044.050.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-11T14:00:00.000+00004110PHX-MCI
25462019-05-04YX20452N431YX10693BNATN12953LGANY746741-5.00.00.0-10700-075911041103-1.00.00.0-11100-11590.00.0764.040.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-04T12:46:00.000+000051BNA-LGA
4121122018-12-11WN19393N557WN14122PITPA10821BWIMD6106100.00.00.000600-0659720709-11.00.00.0-10700-07590.00.0210.010.00.00.00.00.02018KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2018-12-11T11:10:00.000+0000011PIT-BWI
26422019-06-04AA19805N125UW11057CLTNC14122PITPA16351629-6.00.00.0-11600-165918071747-20.00.00.0-21800-18590.00.0366.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-04T20:35:00.000+0000660CLT-PIT
4101622018-10-16WN19393N764SW12896LBBTX12889LASNV151015100.00.00.001500-155915201512-8.00.00.0-11500-15590.00.0775.040.00.00.00.00.02018KLBBlarge_airportLubbock Preston Smith International Airport3282NAUSUS-TXLubbockKLBBLBBLBB-101.822998, 33.663601America/Chicago2018-10-16T20:10:00.000+000008LBB-LAS
262632019-06-26AA19805N818AW15016STLMO14100PHLPA850844-6.00.00.0-10800-085912091150-19.00.00.0-21200-12590.00.0814.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-06-26T13:50:00.000+0000659STL-PHL
4101622018-10-16WN19393N232WN13204MCOFL14100PHLPA740739-1.00.00.0-10700-07591005945-20.00.00.0-21000-10590.00.0861.040.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-10-16T11:40:00.000+0000160MCO-PHL
252122019-05-21YX20452N101HQ11066CMHOH11278DCAVA544541-3.00.00.0-10001-0559657652-5.00.00.0-10600-06590.00.0323.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-21T09:44:00.000+000035CMH-DCA
4121672018-12-16WN19393N499WN11259DALTX12191HOUTX15001456-4.00.00.0-11500-15591610162616.016.01.011600-16590.00.0239.010.00.016.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-16T21:00:00.000+000044-16DAL-HOU
261012019-06-10AA19805N112US11278DCAVA13204MCOFL11371136-1.00.00.0-11100-115913571340-17.00.00.0-21300-13590.00.0759.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-10T15:37:00.000+0000117DCA-MCO
4121672018-12-16WN19393N8718Q11259DALTX12896LBBTX845840-5.00.00.0-10800-0859955950-5.00.00.0-10900-09590.00.0293.020.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-12-16T14:45:00.000+000055DAL-LBB
261712019-06-17AA19805N753US11057CLTNC12953LGANY22092207-2.00.00.0-12200-2259235523594.04.00.002300-23590.00.0544.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-18T02:09:00.000+00002-4CLT-LGA
4101622018-10-16WN19393N464WN13495MSYLA13232MDWIL15101504-6.00.00.0-11500-155917251710-15.00.00.0-11700-17590.00.0825.040.00.00.00.00.02018KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2018-10-16T20:10:00.000+0000615MSY-MDW
251272019-05-12YX20452N422YX12953LGANY15919XNAAR13401333-7.00.00.0-11300-13591551161120.020.01.011500-15590.00.01147.050.00.020.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-12T17:40:00.000+00007-60LGA-XNA
4121672018-12-16WN19393N8693A11292DENCO13204MCOFL150015000.00.00.001500-155920202007-13.00.00.0-12000-20590.00.01546.070.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-12-16T22:00:00.000+0000013DEN-MCO
252012019-05-20YX20452N425YX12953LGANY14100PHLPA13001259-1.00.00.0-11300-135914151359-16.00.00.0-21400-14590.00.096.010.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-20T17:00:00.000+00004156LGA-PHL
4121672018-12-16WN19393N7701B12191HOUTX14193PNSFL17101706-4.00.00.0-11700-175918351822-13.00.00.0-11800-18590.00.0488.020.00.00.00.00.02018KHOUlarge_airportWilliam P Hobby Airport46NAUSUS-TXHoustonKHOUHOUHOU-95.27890015, 29.64539909America/Chicago2018-12-16T23:10:00.000+0000413HOU-PNS
252672019-05-26YX20452N131HQ11278DCAVA14027PBIFL12001147-13.00.00.0-11200-125914371422-15.00.00.0-11400-14590.00.0857.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-26T16:00:00.000+00005315DCA-PBI
4101622018-10-16WN19393N461WN14570RNONV14679SANCA6256250.00.00.000600-0659755740-15.00.00.0-10700-07590.00.0488.020.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-16T13:25:00.000+0000015RNO-SAN
252562019-05-25YX20452N136HQ14027PBIFL11278DCAVA15551548-7.00.00.0-11500-155918251809-16.00.00.0-21800-18590.00.0857.040.00.00.00.00.02019KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2019-05-25T19:55:00.000+0000716PBI-DCA
4101622018-10-16WN19393N8626B14679SANCA13198MCIMO17101705-5.00.00.0-11700-175922152151-24.00.00.0-22200-22590.00.01334.060.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-17T00:10:00.000+0000564SAN-MCI
25942019-05-09YX20452N133HQ11423DSMIA14100PHLPA601553-8.00.00.0-10600-06599419443.03.00.000900-09590.00.0972.040.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-05-09T11:01:00.000+000048-3DSM-PHL
4121672018-12-16WN19393N258WN12992LITAR11259DALTX605602-3.00.00.0-10600-06597157172.02.00.000700-07590.00.0296.020.00.00.00.00.02018KLITlarge_airportBill & Hillary Clinton National Airport/Adams Field262NAUSUS-ARLittle RockKLITLITLIT-92.2242965698, 34.729400634799994America/Chicago2018-12-16T12:05:00.000+00003-2LIT-DAL
252712019-05-27YX20452N119HQ10693BNATN11278DCAVA10121010-2.00.00.0-11000-105912581237-21.00.00.0-21200-12590.00.0562.030.00.00.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-05-27T15:12:00.000+0000221BNA-DCA
4101622018-10-16WN19393N567WN15304TPAFL11697FLLFL13451342-3.00.00.0-11300-135914451429-16.00.00.0-21400-14590.00.0197.010.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-16T17:45:00.000+0000316TPA-FLL
251532019-05-15YX20452N419YX10529BDLCT14100PHLPA14411435-6.00.00.0-11400-145916101551-19.00.00.0-21600-16590.00.0196.010.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-05-15T18:41:00.000+0000659BDL-PHL
4101732018-10-17WN19393N219WN10279AMATX11259DALTX16151610-5.00.00.0-11600-1659172017200.00.00.001700-17590.00.0323.020.00.00.00.00.02018KAMAlarge_airportRick Husband Amarillo International Airport3607NAUSUS-TXAmarilloKAMAAMAAMA-101.706001, 35.219398America/Chicago2018-10-17T21:15:00.000+000050AMA-DAL
252672019-05-26YX20452N426YX13303MIAFL10994CHSSC21442142-2.00.00.0-12100-21592329234516.016.01.012300-23590.00.0489.020.00.016.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-27T01:44:00.000+00002-16MIA-CHS
4121672018-12-16WN19393N733SA14027PBIFL10821BWIMD720714-6.00.00.0-10700-0759940921-19.00.00.0-20900-09590.00.0883.040.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-12-16T12:20:00.000+0000619PBI-BWI
251052019-05-10YX20452N407YX13303MIAFL12953LGANY6516510.00.00.000600-065995310018.08.00.000900-09590.00.01096.050.00.00.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-10T10:51:00.000+00000-48MIA-LGA
4101732018-10-17WN19393N7708E10423AUSTX12892LAXCA22002155-5.00.00.0-12200-225923152255-20.00.00.0-22300-23590.00.01242.050.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-18T03:00:00.000+00004560AUS-LAX
261562019-06-15AA19805N971NN10423AUSTX11298DFWTX715712-3.00.00.0-10700-0759824816-8.00.00.0-10800-08590.00.0190.010.00.00.00.00.02019KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2019-06-15T12:15:00.000+000038AUS-DFW
4101732018-10-17WN19393N782SA10599BHMAL12191HOUTX550547-3.00.00.0-10001-0559735733-2.00.00.0-10700-07590.00.0570.030.00.00.00.00.02018KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2018-10-17T10:50:00.000+000032BHM-HOU
252712019-05-27YX20452N135HQ11057CLTNC12124HHHSC918910-8.00.00.0-10900-095910231009-14.00.00.0-11000-10590.00.0207.010.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-27T13:18:00.000+0000814CLT-HHH
4121672018-12-16WN19393N7832A14679SANCA10140ABQNM935932-3.00.00.0-10900-095912151207-8.00.00.0-11200-12590.00.0628.030.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-16T17:35:00.000+000038SAN-ABQ
262152019-06-21AA19805N604AW14307PVDRI11057CLTNC5585580.00.00.000001-0559810804-6.00.00.0-10800-08590.00.0683.030.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-21T09:58:00.000+000006PVD-CLT
4101732018-10-17WN19393N8571Z10821BWIMD10792BUFNY16001558-2.00.00.0-11600-16591705171611.011.00.001700-17590.00.0281.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-17T20:00:00.000+000042-11BWI-BUF
262372019-06-23AA19805N713UW14122PITPA11057CLTNC704700-4.00.00.0-10700-0759835830-5.00.00.0-10800-08590.00.0366.020.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-06-23T11:04:00.000+000045PIT-CLT
4121672018-12-16WN19393N7860A14908SNACA14893SMFCA10101009-1.00.00.0-11000-105911351127-8.00.00.0-11100-11590.00.0404.020.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-16T18:10:00.000+000018SNA-SMF
261712019-06-17AA19805N601AW11057CLTNC12953LGANY16181613-5.00.00.0-11600-165918171807-10.00.00.0-11800-18590.00.0544.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-17T20:18:00.000+0000510CLT-LGA
410922018-10-09YV20378N243LR14107PHXAZ13796OAKCA720716-4.00.00.0-10700-07599169182.02.00.000900-09590.00.0646.030.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-09T14:20:00.000+00004-2PHX-OAK
251312019-05-13OO20304N875AS10397ATLGA14696SBNIN9519510.00.00.000900-095911471144-3.00.00.0-11100-11590.00.0566.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-13T13:51:00.000+000003ATL-SBN
4121712018-12-17WN19393N915WN10140ABQNM11259DALTX18001755-5.00.00.0-11800-185920352026-9.00.00.0-12000-20590.00.0580.030.00.00.00.00.02018KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2018-12-18T01:00:00.000+0000459ABQ-DAL
251312019-05-13OO20304N820SK10397ATLGA10781BTRLA18051804-1.00.00.0-11800-185918451836-9.00.00.0-11800-18590.00.0448.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-13T22:05:00.000+000019ATL-BTR
4121712018-12-17WN19393N765SW10397ATLGA10693BNATN10351027-8.00.00.0-11000-105910451031-14.00.00.0-11000-10590.00.0214.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T15:35:00.000+0000814ATL-BNA
26422019-06-04AA19805N809AW11057CLTNC14635RSWFL740737-3.00.00.0-10700-0759932102048.048.01.030900-09590.00.0600.030.00.048.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-04T11:40:00.000+00003-88CLT-RSW
4121712018-12-17WN19393N785SW10397ATLGA11066CMHOH915914-1.00.00.0-10900-0959104510450.00.00.001000-10590.00.0447.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T14:15:00.000+000010ATL-CMH
251312019-05-13OO20304N832SK13871OMANE11433DTWMI13561354-2.00.00.0-11300-135916581646-12.00.00.0-11600-16590.00.0651.030.00.00.00.00.02019KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2019-05-13T18:56:00.000+0000212OMA-DTW
4121712018-12-17WN19393N7812G10397ATLGA15304TPAFL113511350.00.00.001100-115913051250-15.00.00.0-11300-13590.00.0406.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-17T16:35:00.000+0000055ATL-TPA
25132019-05-01OH20397N510AE11278DCAVA11433DTWMI14591453-6.00.00.0-11400-14591638165012.012.00.001600-16590.00.0405.020.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-01T18:59:00.000+00006-12DCA-DTW
4121342018-12-13WN19393N8305E10423AUSTX14771SFOCA19301926-4.00.00.0-11900-195921302118-12.00.00.0-12100-21590.00.01504.070.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-12-14T01:30:00.000+0000412AUS-SFO
252672019-05-26OH20397N501BG11057CLTNC10431AVLNC945939-6.00.00.0-10900-095910511033-18.00.00.0-21000-10590.00.091.010.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-26T13:45:00.000+0000618CLT-AVL
410332018-10-03YV20378N918FJ10599BHMAL11298DFWTX607559-8.00.00.0-10600-0659810755-15.00.00.0-10800-08590.00.0597.030.00.00.00.00.02018KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2018-10-03T11:07:00.000+00004855BHM-DFW
251312019-05-13OH20397N586NN11267DAYOH11057CLTNC910905-5.00.00.0-10900-095910511034-17.00.00.0-21000-10590.00.0370.020.00.00.00.00.02019KDAYlarge_airportJames M Cox Dayton International Airport1009NAUSUS-OHDaytonKDAYDAYDAY-84.21939849853516, 39.902400970458984America/New_York2019-05-13T13:10:00.000+0000517DAY-CLT
4121342018-12-13WN19393N562WN11618EWRNJ13204MCOFL640636-4.00.00.0-10600-0659935916-19.00.00.0-20900-09590.00.0937.040.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-12-13T11:40:00.000+0000419EWR-MCO
25942019-05-09OH20397N571NN11057CLTNC15370TULOK13151314-1.00.00.0-11300-1359144614504.04.00.001400-14590.00.0842.040.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-09T17:15:00.000+00001-4CLT-TUL
4101142018-10-11YV20378N935LR11298DFWTX12217HSVAL16451642-3.00.00.0-11600-165918321823-9.00.00.0-11800-18590.00.0603.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-11T21:45:00.000+000039DFW-HSV
262742019-06-27MQ20398N858AE13930ORDIL12511JLNMO12001154-6.00.00.0-11200-125913411333-8.00.00.0-11300-13590.00.0484.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-27T17:00:00.000+0000468ORD-JLN
4121342018-12-13WN19393N7731A12892LAXCA14831SJCCA19251923-2.00.00.0-11900-195920352026-9.00.00.0-12000-20590.00.0308.020.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-14T03:25:00.000+000029LAX-SJC
25722019-05-07OH20397N571NN11057CLTNC11953GNVFL13291324-5.00.00.0-11300-135914581454-4.00.00.0-11400-14590.00.0388.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-07T17:29:00.000+000054CLT-GNV
4101252018-10-12YV20378N503MJ11193CVGKY12264IADVA14451442-3.00.00.0-11400-145916141557-17.00.00.0-21600-16590.00.0388.020.00.00.00.00.02018KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2018-10-12T18:45:00.000+0000357CVG-IAD
262412019-06-24MQ20398N844AE13930ORDIL11067CMIIL8408400.00.00.000800-0859939935-4.00.00.0-10900-09590.00.0135.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-24T13:40:00.000+000004ORD-CMI
4121342018-12-13WN19393N569WN13232MDWIL13796OAKCA190519050.00.00.001900-195921552117-38.00.00.0-22100-21590.00.01844.080.00.00.00.00.02018KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2018-12-14T01:05:00.000+0000038MDW-OAK
261822019-06-18MQ20398N855AE13377MLULA11298DFWTX16231621-2.00.00.0-11600-165917501737-13.00.00.0-11700-17590.00.0293.020.00.00.00.00.02019KMLUlarge_airportMonroe Regional Airport79NAUSUS-LAMonroeKMLUMLUMLU-92.0376968383789, 32.51089859008789America/Chicago2019-06-18T21:23:00.000+0000213MLU-DFW
4121342018-12-13WN19393N446WN13871OMANE14107PHXAZ14301429-1.00.00.0-11400-145916251556-29.00.00.0-21600-16590.00.01037.050.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-13T20:30:00.000+0000169OMA-PHX
262522019-06-25MQ20398N234JW11278DCAVA15919XNAAR17111705-6.00.00.0-11700-175918541851-3.00.00.0-11800-18590.00.0963.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-06-25T21:11:00.000+000063DCA-XNA
4101252018-10-12EV20366N611QX11980GRINE11298DFWTX605559-6.00.00.0-10600-0659753740-13.00.00.0-10700-07590.00.0561.030.00.00.00.00.02018KGRImedium_airportCentral Nebraska Regional Airport1847NAUSUS-NEGrand IslandKGRIGRIGRI-98.30960083007812, 40.967498779296875America/Chicago2018-10-12T11:05:00.000+00004613GRI-DFW
26862019-06-08MQ20398N251NN13930ORDIL11624EYWFL8258250.00.00.000800-085912491247-2.00.00.0-11200-12590.00.01251.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-08T13:25:00.000+000002ORD-EYW
4121342018-12-13WN19393N745SW14107PHXAZ13891ONTCA17051701-4.00.00.0-11700-175917101659-11.00.00.0-11700-17590.00.0325.020.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-14T00:05:00.000+0000451PHX-ONT
26422019-06-04MQ20398N685AE11612EVVIN13930ORDIL17361731-5.00.00.0-11700-175919141851-23.00.00.0-21900-19590.00.0272.020.00.00.00.00.02019KEVVmedium_airportEvansville Regional Airport418NAUSUS-INEvansvilleKEVVEVVEVV-87.5324020386, 38.0369987488America/Chicago2019-06-04T22:36:00.000+0000563EVV-ORD
4121342018-12-13WN19393N8671D14107PHXAZ14100PHLPA11201113-7.00.00.0-11100-1159174517483.03.00.001700-17590.00.02075.090.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-13T18:20:00.000+00007-3PHX-PHL
262632019-06-26MQ20398N529EA13930ORDIL11066CMHOH725722-3.00.00.0-10700-0759945923-22.00.00.0-20900-09590.00.0296.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-26T12:25:00.000+0000322ORD-CMH
4121342018-12-13WN19393N261WN14683SATTX10693BNATN18551852-3.00.00.0-11800-185921002044-16.00.00.0-22100-21590.00.0822.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-12-14T00:55:00.000+0000356SAT-BNA
26862019-06-08MQ20398N831AE11067CMIIL11298DFWTX15551548-7.00.00.0-11500-155918101745-25.00.00.0-21800-18590.00.0692.030.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-06-08T20:55:00.000+0000765CMI-DFW
4101622018-10-16EV20366N1591212266IAHTX10185AEXLA21302129-1.00.00.0-12100-215922302225-5.00.00.0-12200-22590.00.0190.010.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-17T02:30:00.000+000015IAH-AEX
251532019-05-15OH20397N530EA13485MSNWI14100PHLPA600552-8.00.00.0-10600-06599139163.03.00.000900-09590.00.0764.040.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-05-15T11:00:00.000+000048-3MSN-PHL
4103132018-10-31EV20366N1217212266IAHTX11146CRWWV18301825-5.00.00.0-11800-185922002159-1.00.00.0-12200-22590.00.0975.040.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-31T23:30:00.000+0000541IAH-CRW
25132019-05-01OH20397N539EA11996GSPSC14100PHLPA743736-7.00.00.0-10700-0759930916-14.00.00.0-10900-09590.00.0515.030.00.00.00.00.02019KGSPlarge_airportGreenville Spartanburg International Airport964NAUSUS-SCGreenvilleKGSPGSPGSP-82.2189025879, 34.8956985474America/New_York2019-05-01T11:43:00.000+0000714GSP-PHL
410812018-10-08EV20366N1213512266IAHTX10747BROTX12251216-9.00.00.0-11200-125913421333-9.00.00.0-11300-13590.00.0308.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-08T17:25:00.000+000099IAH-BRO
25352019-05-03OH20397N567NN11057CLTNC11066CMHOH16031557-6.00.00.0-11600-165917291720-9.00.00.0-11700-17590.00.0347.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-03T20:03:00.000+0000469CLT-CMH
4121822018-12-18WN19393N7720F11540ELPTX14683SATTX805801-4.00.00.0-10800-085910301019-11.00.00.0-11000-10590.00.0496.020.00.00.00.00.02018KELPmedium_airportEl Paso International Airport3959NAUSUS-TXEl PasoKELPELPELP-106.3779984, 31.80719948America/Denver2018-12-18T15:05:00.000+0000411ELP-SAT
261932019-06-19MQ20398N855AE15401TXKAR11298DFWTX10391034-5.00.00.0-11000-1059114311441.01.00.001100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-19T15:39:00.000+00005-1TXK-DFW
410112018-10-01OO20304N767SK13487MSPMN13930ORDIL201520150.00.00.002000-20592147220316.016.01.012100-21590.00.0334.020.00.016.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-02T01:15:00.000+00000-56MSP-ORD
262742019-06-27MQ20398N818AE15401TXKAR11298DFWTX10391033-6.00.00.0-11000-105911431129-14.00.00.0-11100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-27T15:39:00.000+0000614TXK-DFW
410112018-10-01OO20304N931EV13422MOBAL10397ATLGA600557-3.00.00.0-10600-0659820819-1.00.00.0-10800-08590.00.0302.020.00.00.00.00.02018KMOBlarge_airportMobile Regional Airport219NAUSUS-ALMobileKMOBMOBMOB-88.242797851562, 30.691200256348America/Chicago2018-10-01T11:00:00.000+0000431MOB-ATL
263072019-06-30MQ20398N820AE15401TXKAR11298DFWTX10391026-13.00.00.0-11000-105911431124-19.00.00.0-21100-11590.00.0181.010.00.00.00.00.02019KTXKmedium_airportTexarkana Regional Webb Field390NAUSUS-ARTexarkanaKTXKTXKTXK-93.99099731445312, 33.45370101928711America/Chicago2019-06-30T15:39:00.000+00001319TXK-DFW
410112018-10-01OO20304N205SY13930ORDIL13342MKEWI17501746-4.00.00.0-11700-175918401827-13.00.00.0-11800-18590.00.067.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-01T22:50:00.000+0000413ORD-MKE
251532019-05-15OH20397N568NN13342MKEWI11057CLTNC525518-7.00.00.0-10001-05598318310.00.00.000800-08590.00.0651.030.00.00.00.00.02019KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2019-05-15T10:25:00.000+000070MKE-CLT
410112018-10-01OO20304N142SY14570RNONV14771SFOCA12351231-4.00.00.0-11200-125913531334-19.00.00.0-21300-13590.00.0192.010.00.00.00.00.02018KRNOlarge_airportReno Tahoe International Airport4415NAUSUS-NVRenoKRNORNORNO-119.76799774169922, 39.49909973144531America/Los_Angeles2018-10-01T19:35:00.000+0000419RNO-SFO
26422019-06-04MQ20398N803AE14960SPSTX11298DFWTX500447-13.00.00.0-10001-0559553535-18.00.00.0-20001-05590.00.0113.010.00.00.00.00.02019KSPSlarge_airportSheppard Air Force Base-Wichita Falls Municipal Airport1019NAUSUS-TXWichita FallsKSPSSPSSPS-98.491898, 33.9888America/Chicago2019-06-04T10:00:00.000+00005318SPS-DFW
410112018-10-01OO20304N946SW11292DENCO11109COSCO20001953-7.00.00.0-12000-205920522033-19.00.00.0-22000-20590.00.073.010.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-02T02:00:00.000+00004719DEN-COS
25612019-05-06OH20397N242JS11278DCAVA14492RDUNC20001950-10.00.00.0-12000-205921122052-20.00.00.0-22100-21590.00.0227.010.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-07T00:00:00.000+00005060DCA-RDU
4121822018-12-18WN19393N749SW13244MEMTN11292DENCO10301025-5.00.00.0-11000-105912051143-22.00.00.0-21200-12590.00.0872.040.00.00.00.00.02018KMEMlarge_airportMemphis International Airport341NAUSUS-TNMemphisKMEMMEMMEM-89.97669982910156, 35.04240036010742America/Chicago2018-12-18T16:30:00.000+0000562MEM-DEN
262152019-06-21MQ20398N276NN11066CMHOH13930ORDIL836835-1.00.00.0-10800-08599109100.00.00.000900-09590.00.0296.020.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-06-21T12:36:00.000+000010CMH-ORD
410112018-10-01OO20304N937SW14698SBPCA14771SFOCA13401337-3.00.00.0-11300-135914481433-15.00.00.0-11400-14590.00.0190.010.00.00.00.00.02018KSBPmedium_airportSan Luis County Regional Airport212NAUSUS-CASan Luis ObispoKSBPSBPSBP-120.641998291, 35.236801147499996America/Los_Angeles2018-10-01T20:40:00.000+0000315SBP-SFO
26272019-06-02MQ20398N827AE14783SGFMO11057CLTNC700653-7.00.00.0-10700-075910241017-7.00.00.0-11000-10590.00.0708.030.00.00.00.00.02019KSGFlarge_airportSpringfield Branson National Airport1268NAUSUS-MOSpringfieldKSGFSGFSGF-93.38860321, 37.24570084America/Chicago2019-06-02T12:00:00.000+0000477SGF-CLT
410112018-10-01OO20304N141SY14771SFOCA15376TUSAZ838834-4.00.00.0-10800-08591049110112.012.00.001000-10590.00.0751.040.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-01T15:38:00.000+00004-52SFO-TUS
25242019-05-02OH20397N254PS13931ORFVA11278DCAVA16201617-3.00.00.0-11600-165917251924119.0119.01.071700-17590.00.0142.010.00.0119.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-02T20:20:00.000+00003-199ORF-DCA
410112018-10-01OO20304N161SY11292DENCO14683SATTX17501748-2.00.00.0-11700-175921152054-21.00.00.0-22100-21590.00.0794.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-01T23:50:00.000+0000261DEN-SAT
261012019-06-10MQ20398N622AE11067CMIIL13930ORDIL630626-4.00.00.0-10600-0659734726-8.00.00.0-10700-07590.00.0135.010.00.00.00.00.02019KCMImedium_airportUniversity of Illinois Willard Airport755NAUSUS-ILChampaign/UrbanaKCMICMICMI-88.27809906, 40.03919983America/Chicago2019-06-10T11:30:00.000+000048CMI-ORD
4121822018-12-18WN19393N951WN13871OMANE15016STLMO13551351-4.00.00.0-11300-135915001454-6.00.00.0-11500-15590.00.0342.020.00.00.00.00.02018KOMAlarge_airportEppley Airfield984NAUSUS-NEOmahaKOMAOMAOMA-95.894096, 41.3032America/Chicago2018-12-18T19:55:00.000+0000446OMA-STL
25942019-05-09OH20397N516AE10581BGRME11278DCAVA17021655-7.00.00.0-11700-175919001847-13.00.00.0-11900-19590.00.0590.030.00.00.00.00.02019KBGRlarge_airportBangor International Airport192NAUSUS-MEBangorKBGRBGRBGR-68.8281021118164, 44.80739974975586America/New_York2019-05-09T21:02:00.000+00004753BGR-DCA
4121822018-12-18WN19393N8613K14679SANCA13198MCIMO10351034-1.00.00.0-11000-1059154015400.00.00.001500-15590.00.01334.060.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-18T18:35:00.000+000010SAN-MCI
252122019-05-21OH20397N582NN11057CLTNC12264IADVA725718-7.00.00.0-10700-0759843833-10.00.00.0-10800-08590.00.0322.020.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-21T11:25:00.000+0000710CLT-IAD
410222018-10-02OO20304N255SY14869SLCUT10713BOIID17201713-7.00.00.0-11700-175918351820-15.00.00.0-11800-18590.00.0290.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-02T23:20:00.000+0000715SLC-BOI
261012019-06-10MQ20398N918AE11298DFWTX11982GRKTX715708-7.00.00.0-10700-0759803758-5.00.00.0-10800-08590.00.0134.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-10T12:15:00.000+0000745DFW-GRK
412642018-12-06AA19805N931NN14869SLCUT14107PHXAZ13431337-6.00.00.0-11300-135915231522-1.00.00.0-11500-15590.00.0507.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-06T20:43:00.000+000061SLC-PHX
262632019-06-26MQ20398N827AE11298DFWTX15074SWOOK22252219-6.00.00.0-12200-22592326233812.012.00.002300-23590.00.0225.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-27T03:25:00.000+00006-12DFW-SWO
4121822018-12-18AA19805N913NN14869SLCUT14107PHXAZ13431341-2.00.00.0-11300-135915231519-4.00.00.0-11500-15590.00.0507.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-18T20:43:00.000+000024SLC-PHX
251862019-05-18OH20397N710PS10581BGRME11278DCAVA12181217-1.00.00.0-11200-125914191358-21.00.00.0-21400-14590.00.0590.030.00.00.00.00.02019KBGRlarge_airportBangor International Airport192NAUSUS-MEBangorKBGRBGRBGR-68.8281021118164, 44.80739974975586America/New_York2019-05-18T16:18:00.000+0000161BGR-DCA
410222018-10-02OO20304N944SW10208AGSGA10397ATLGA19141905-9.00.00.0-11900-195920192017-2.00.00.0-12000-20590.00.0143.010.00.00.00.00.02018KAGSlarge_airportAugusta Regional At Bush Field144NAUSUS-GAAugustaKAGSAGSAGS-81.9645004272461, 33.36989974975586America/New_York2018-10-02T23:14:00.000+000092AGS-ATL
26862019-06-08MQ20398N902BC13930ORDIL10599BHMAL12241223-1.00.00.0-11200-1259141514150.00.00.001400-14590.00.0583.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-08T17:24:00.000+000010ORD-BHM
412162018-12-01AA19805N900613303MIAFL14492RDUNC15361531-5.00.00.0-11500-155917401736-4.00.00.0-11700-17590.00.0700.030.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-01T20:36:00.000+000054MIA-RDU
261452019-06-14MQ20398N825AE11298DFWTX14960SPSTX14251417-8.00.00.0-11400-1459151715247.07.00.001500-15590.00.0113.010.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-06-14T19:25:00.000+00008-7DFW-SPS
410222018-10-02OO20304N953SW11823FWAIN13487MSPMN704701-3.00.00.0-10700-075981582712.012.00.000800-08590.00.0488.020.00.00.00.00.02018KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2018-10-02T11:04:00.000+00003-12FWA-MSP
251422019-05-14OH20397N502AE14730SDFKY11278DCAVA12201214-6.00.00.0-11200-1259140014077.07.00.001400-14590.00.0474.020.00.00.00.00.02019KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2019-05-14T16:20:00.000+00006-7SDF-DCA
4122372018-12-23AA19805N997NN14679SANCA13930ORDIL730725-5.00.00.0-10700-075913351320-15.00.00.0-11300-13590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-23T15:30:00.000+0000515SAN-ORD
26752019-06-07MQ20398N827AE14960SPSTX11298DFWTX10421033-9.00.00.0-11000-1059114011411.01.00.001100-11590.00.0113.010.00.00.00.00.02019KSPSlarge_airportSheppard Air Force Base-Wichita Falls Municipal Airport1019NAUSUS-TXWichita FallsKSPSSPSSPS-98.491898, 33.9888America/Chicago2019-06-07T15:42:00.000+00009-1SPS-DFW
4122372018-12-23AA19805N980TW11298DFWTX11042CLEOH11301125-5.00.00.0-11100-115915081443-25.00.00.0-21500-15590.00.01021.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-23T17:30:00.000+0000565DFW-CLE
252562019-05-25OH20397N601EN11057CLTNC15016STLMO14391436-3.00.00.0-11400-145915381525-13.00.00.0-11500-15590.00.0575.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-05-25T18:39:00.000+0000313CLT-STL
410222018-10-02OO20304N438SW13487MSPMN13459MQTMI20302023-7.00.00.0-12000-205922492232-17.00.00.0-22200-22590.00.0300.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T01:30:00.000+0000717MSP-MQT
251752019-05-17WN19393N286WN11259DALTX13342MKEWI17051700-5.00.00.0-11700-175919201910-10.00.00.0-11900-19590.00.0850.040.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-17T22:05:00.000+0000510DAL-MKE
410222018-10-02OO20304N914EV14113PIHID14869SLCUT15201513-7.00.00.0-11500-155916201610-10.00.00.0-11600-16590.00.0150.010.00.00.00.00.02018KPIHmedium_airportPocatello Regional Airport4452NAUSUS-IDPocatelloKPIHPIHPIH-112.59600067138672, 42.9098014831543America/Denver2018-10-02T21:20:00.000+0000710PIH-SLC
251752019-05-17WN19393N773SA11292DENCO13198MCIMO161516150.00.00.001600-165918551844-11.00.00.0-11800-18590.00.0533.030.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-17T22:15:00.000+0000011DEN-MCI
4121672018-12-16AA19805N942NN13930ORDIL13204MCOFL705654-11.00.00.0-10700-075910431042-1.00.00.0-11000-10590.00.01005.050.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-16T13:05:00.000+0000511ORD-MCO
261822019-06-18B620409N228JB10721BOSMA14492RDUNC610607-3.00.00.0-10600-0659808803-5.00.00.0-10800-08590.00.0612.030.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-18T10:10:00.000+000035BOS-RDU
4121122018-12-11AA19805N963TW13851OKCOK11298DFWTX12201211-9.00.00.0-11200-125913291307-22.00.00.0-21300-13590.00.0175.010.00.00.00.00.02018KOKClarge_airportWill Rogers World Airport1295NAUSUS-OKOklahoma CityKOKCOKCOKC-97.60070037841797, 35.39310073852539America/Chicago2018-12-11T18:20:00.000+0000922OKC-DFW
251752019-05-17WN19393N7714B12889LASNV12954LGBCA730729-1.00.00.0-10700-0759835826-9.00.00.0-10800-08590.00.0231.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-05-17T14:30:00.000+000019LAS-LGB
4122262018-12-22AA19805N970NN13930ORDIL14908SNACA165016500.00.00.001600-165919201902-18.00.00.0-21900-19590.00.01726.070.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-12-22T22:50:00.000+0000018ORD-SNA
251752019-05-17WN19393N7869A12953LGANY13232MDWIL18501849-1.00.00.0-11800-185920201958-22.00.00.0-22000-20590.00.0725.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-17T22:50:00.000+0000162LGA-MDW
4121452018-12-14AA19805N393AN13303MIAFL12478JFKNY7047040.00.00.000700-075995710047.07.00.000900-09590.00.01089.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-14T12:04:00.000+00000-47MIA-JFK
251752019-05-17WN19393N7751A13204MCOFL13495MSYLA10201015-5.00.00.0-11000-105911101058-12.00.00.0-11100-11590.00.0551.030.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-17T14:20:00.000+0000552MCO-MSY
4121712018-12-17AA19805N968AN10529BDLCT13930ORDIL15461542-4.00.00.0-11500-155917341716-18.00.00.0-21700-17590.00.0783.040.00.00.00.00.02018KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2018-12-17T20:46:00.000+0000418BDL-ORD
251752019-05-17WN19393N294WN13342MKEWI10721BOSMA730727-3.00.00.0-10700-075910501026-24.00.00.0-21000-10590.00.0860.040.00.00.00.00.02019KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2019-05-17T12:30:00.000+0000324MKE-BOS
410332018-10-03OO20304N439SW11003CIDIA11433DTWMI630627-3.00.00.0-10600-0659914902-12.00.00.0-10900-09590.00.0430.020.00.00.00.00.02018KCIDlarge_airportThe Eastern Iowa Airport869NAUSUS-IACedar RapidsKCIDCIDCID-91.71080017089844, 41.884700775146484America/Chicago2018-10-03T11:30:00.000+0000312CID-DTW
251752019-05-17WN19393N450WN13495MSYLA10693BNATN13051300-5.00.00.0-11300-135914351427-8.00.00.0-11400-14590.00.0471.020.00.00.00.00.02019KMSYlarge_airportLouis Armstrong New Orleans International Airport4NAUSUS-LANew OrleansKMSYMSYMSY-90.25800323486328, 29.99340057373047America/Chicago2019-05-17T18:05:00.000+000058MSY-BNA
410332018-10-03OO20304N8965E13487MSPMN11721FNTMI20402039-1.00.00.0-12000-20592317234124.024.01.012300-23590.00.0491.020.00.024.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-04T01:40:00.000+00001-24MSP-FNT
263072019-06-30B620409N323JB12953LGANY10721BOSMA10451034-11.00.00.0-11000-105912131136-37.00.00.0-21200-12590.00.0184.010.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-30T14:45:00.000+00001177LGA-BOS
4121562018-12-15AA19805N990NN14843SJUPR11298DFWTX922915-7.00.00.0-10900-095912431206-37.00.00.0-21200-12590.00.02165.090.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-15T13:22:00.000+0000737SJU-DFW
263072019-06-30B620409N827JB14307PVDRI14027PBIFL11551150-5.00.00.0-11100-1159144314529.09.00.001400-14590.00.01148.050.00.00.00.00.02019KPVDlarge_airportTheodore Francis Green State Airport55NAUSUS-RIProvidenceKPVDPVDPVD-71.420403, 41.732601America/New_York2019-06-30T15:55:00.000+00005-9PVD-PBI
410332018-10-03OO20304N868AS13487MSPMN10627BISND12451241-4.00.00.0-11200-125914141410-4.00.00.0-11400-14590.00.0386.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T17:45:00.000+000044MSP-BIS
251752019-05-17WN19393N7886A14679SANCA11292DENCO18551847-8.00.00.0-11800-185922052146-19.00.00.0-22200-22590.00.0853.040.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-05-18T01:55:00.000+0000859SAN-DEN
410332018-10-03OO20304N269SY11986GRRMI13487MSPMN13071256-11.00.00.0-11300-135913421329-13.00.00.0-11300-13590.00.0408.020.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-03T17:07:00.000+00005113GRR-MSP
263072019-06-30B620409N627JB10721BOSMA15304TPAFL956953-3.00.00.0-10900-095913081247-21.00.00.0-21300-13590.00.01185.050.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-06-30T13:56:00.000+0000361BOS-TPA
410332018-10-03OO20304N856AS13076LSEWI13487MSPMN700647-13.00.00.0-10700-0759803756-7.00.00.0-10800-08590.00.0119.010.00.00.00.00.02018KLSEmedium_airportLa Crosse Municipal Airport655NAUSUS-WILa CrosseKLSELSELSE-91.256699, 43.879002America/Chicago2018-10-03T12:00:00.000+00005347LSE-MSP
251752019-05-17WN19393N292WN14683SATTX15016STLMO16251623-2.00.00.0-11600-165918251819-6.00.00.0-11800-18590.00.0786.040.00.00.00.00.02019KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2019-05-17T21:25:00.000+000026SAT-STL
4122042018-12-20AA19805N897NN14679SANCA13930ORDIL22502241-9.00.00.0-12200-2259448446-2.00.00.0-10001-05590.00.01723.070.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-21T06:50:00.000+000092SAN-ORD
26422019-06-04DL19790N929AT13930ORDIL12953LGANY745741-4.00.00.0-10700-075911021052-10.00.00.0-11100-11590.00.0733.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-04T12:45:00.000+0000450ORD-LGA
410332018-10-03OO20304N771SK13487MSPMN13232MDWIL1001956-5.00.00.0-11000-105911451136-9.00.00.0-11100-11590.00.0349.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-03T15:01:00.000+0000459MSP-MDW
251752019-05-17WN19393N463WN14893SMFCA10800BURCA10501047-3.00.00.0-11000-105912051157-8.00.00.0-11200-12590.00.0358.020.00.00.00.00.02019KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2019-05-17T17:50:00.000+0000348SMF-BUR
4121342018-12-13AA19805N886NN11278DCAVA13930ORDIL14301427-3.00.00.0-11400-145915451533-12.00.00.0-11500-15590.00.0612.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-13T19:30:00.000+0000312DCA-ORD
26422019-06-04DL19790N832DN10397ATLGA14057PDXOR201520150.00.00.002000-205922272206-21.00.00.0-22200-22590.00.02172.090.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T00:15:00.000+0000021ATL-PDX
410332018-10-03OO20304N915SW14025PBGNY12264IADVA930920-10.00.00.0-10900-095911221057-25.00.00.0-21100-11590.00.0444.020.00.00.00.00.02018KPBGmedium_airportPlattsburgh International Airport234NAUSUS-NYPlattsburghKPBGPBGPBG-73.46810150146484, 44.650901794433594America/New_York2018-10-03T13:30:00.000+00001065PBG-IAD
26422019-06-04DL19790N981AT13230MDTPA10397ATLGA12111205-6.00.00.0-11200-125914121357-15.00.00.0-11400-14590.00.0620.030.00.00.00.00.02019KMDTmedium_airportHarrisburg International Airport310NAUSUS-PAHarrisburgKMDTMDTMDT-76.7633972168, 40.1935005188America/New_York2019-06-04T16:11:00.000+0000655MDT-ATL
410332018-10-03OO20304N435SW13930ORDIL11471EAUWI11271120-7.00.00.0-11100-115912501239-11.00.00.0-11200-12590.00.0269.020.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-03T16:27:00.000+0000711ORD-EAU
26422019-06-04DL19790N987DN13487MSPMN13198MCIMO1005958-7.00.00.0-11000-105911291112-17.00.00.0-21100-11590.00.0393.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-04T15:05:00.000+00004717MSP-MCI
410332018-10-03OO20304N128SY11292DENCO12451JAXFL10151009-6.00.00.0-11000-105915321531-1.00.00.0-11500-15590.00.01447.060.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-03T16:15:00.000+000061DEN-JAX
26422019-06-04DL19790N912DE10397ATLGA10599BHMAL10501048-2.00.00.0-11000-105910421032-10.00.00.0-11000-10590.00.0134.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T14:50:00.000+0000210ATL-BHM
410332018-10-03OO20304N148SY14771SFOCA10140ABQNM193019300.00.00.001900-1959230523050.00.00.002300-23590.00.0896.040.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-04T02:30:00.000+000000SFO-ABQ
251862019-05-18WN19393N8563Z10821BWIMD14576ROCNY11001055-5.00.00.0-11100-115912151156-19.00.00.0-21200-12590.00.0277.020.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-05-18T15:00:00.000+00004559BWI-ROC
410332018-10-03OO20304N652BR14489RDMOR14771SFOCA20162005-11.00.00.0-12000-205922002152-8.00.00.0-12200-22590.00.0462.020.00.00.00.00.02018KRDMmedium_airportRoberts Field3080NAUSUS-ORRedmondKRDMRDMRDM-121.1500015, 44.2541008America/Los_Angeles2018-10-04T03:16:00.000+00001148RDM-SFO
251862019-05-18WN19393N770SA11066CMHOH15304TPAFL17301725-5.00.00.0-11700-175919451930-15.00.00.0-11900-19590.00.0829.040.00.00.00.00.02019KCMHlarge_airportJohn Glenn Columbus International Airport815NAUSUS-OHColumbusKCMHCMHCMH-82.891899, 39.998001America/New_York2019-05-18T21:30:00.000+0000515CMH-TPA
410332018-10-03OO20304N130SY13930ORDIL15919XNAAR20132006-7.00.00.0-12000-205922052200-5.00.00.0-12200-22590.00.0522.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T01:13:00.000+000075ORD-XNA
26422019-06-04DL19790N345DN10397ATLGA11697FLLFL160516050.00.00.001600-1659180118087.07.00.001800-18590.00.0581.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T20:05:00.000+00000-7ATL-FLL
410332018-10-03OO20304N930SW13930ORDIL13485MSNWI653645-8.00.00.0-10600-0659751730-21.00.00.0-20700-07590.00.0109.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-03T11:53:00.000+0000821ORD-MSN
251862019-05-18WN19393N554WN11278DCAVA15304TPAFL18451844-1.00.00.0-11800-185921102104-6.00.00.0-12100-21590.00.0814.040.00.00.00.00.02019KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2019-05-18T22:45:00.000+000016DCA-TPA
410332018-10-03OO20304N785SK10372ASECO11292DENCO16001543-17.00.00.0-21600-165916551637-18.00.00.0-21600-16590.00.0125.010.00.00.00.00.02018KASEmedium_airportAspen-Pitkin Co/Sardy Field7820NAUSUS-COAspenKASEASEASE-106.8690033, 39.22320175America/Denver2018-10-03T22:00:00.000+00005718ASE-DEN
26422019-06-04DL19790N980AT14747SEAWA12889LASNV12221218-4.00.00.0-11200-125914541451-3.00.00.0-11400-14590.00.0867.040.00.00.00.00.02019KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2019-06-04T19:22:00.000+000043SEA-LAS
412312018-12-03AA19805N657AW10397ATLGA11298DFWTX16291622-7.00.00.0-11600-1659175517594.04.00.001700-17590.00.0731.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-03T21:29:00.000+00007-4ATL-DFW
26422019-06-04DL19790N962DN10529BDLCT10397ATLGA12451240-5.00.00.0-11200-125915101457-13.00.00.0-11500-15590.00.0859.040.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-06-04T16:45:00.000+0000553BDL-ATL
410442018-10-04OO20304N761ND11298DFWTX12891LAWOK162516250.00.00.001600-165917231717-6.00.00.0-11700-17590.00.0140.010.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-04T21:25:00.000+000006DFW-LAW
26422019-06-04DL19790N369DN12953LGANY11433DTWMI710708-2.00.00.0-10700-0759909855-14.00.00.0-10900-09590.00.0502.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-04T11:10:00.000+0000254LGA-DTW
410442018-10-04OO20304N718SK13930ORDIL14869SLCUT14051400-5.00.00.0-11400-14591636170630.030.01.021600-16590.00.01250.060.00.030.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T19:05:00.000+00005-70ORD-SLC
251862019-05-18WN19393N8310C12339INDIN12889LASNV800759-1.00.00.0-10800-0859855853-2.00.00.0-10800-08590.00.01590.070.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-18T12:00:00.000+0000412IND-LAS
410442018-10-04OO20304N754SK14730SDFKY13930ORDIL15161506-10.00.00.0-11500-15591549160314.014.00.001500-15590.00.0286.020.00.00.00.00.02018KSDFlarge_airportLouisville Muhammad Ali International Airport501NAUSUS-KYLouisvilleKSDFSDFSDF-85.736, 38.1744America/Kentucky/Louisville2018-10-04T19:16:00.000+000010-54SDF-ORD
251862019-05-18WN19393N8557Q12339INDIN14635RSWFL18251817-8.00.00.0-11800-185920552026-29.00.00.0-22000-20590.00.0945.040.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-18T22:25:00.000+0000829IND-RSW
410442018-10-04OO20304N400SY11259DALTX11278DCAVA700651-9.00.00.0-10700-07591050110414.014.00.001000-10590.00.01184.050.00.00.00.00.02018KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2018-10-04T12:00:00.000+000049-54DAL-DCA
26422019-06-04DL19790N334NW10397ATLGA11259DALTX13581353-5.00.00.0-11300-135915131455-18.00.00.0-21500-15590.00.0721.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-04T17:58:00.000+0000558ATL-DAL
412642018-12-06AA19805N317PG11298DFWTX11540ELPTX13201316-4.00.00.0-11300-135914011400-1.00.00.0-11400-14590.00.0551.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-06T19:20:00.000+000041DFW-ELP
26422019-06-04DL19790N922AT10397ATLGA12217HSVAL20592054-5.00.00.0-12000-205920582053-5.00.00.0-12000-20590.00.0151.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-05T00:59:00.000+000055ATL-HSV
410442018-10-04OO20304N453SW10397ATLGA11641FAYNC17171716-1.00.00.0-11700-1759183018388.08.00.001800-18590.00.0331.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-04T21:17:00.000+00001-8ATL-FAY
252232019-05-22YX20452N863RW11624EYWFL11618EWRNJ13151252-23.00.00.0-21300-135916301606-24.00.00.0-21600-16590.00.01196.050.00.00.00.00.02019KEYWmedium_airportKey West International Airport3NAUSUS-FLKey WestKEYWEYWEYW-81.75959777832031, 24.556100845336914America/New_York2019-05-22T17:15:00.000+00006324EYW-EWR
4121712018-12-17AA19805N930AN14057PDXOR13930ORDIL13371329-8.00.00.0-11300-135919391921-18.00.00.0-21900-19590.00.01739.070.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-12-17T21:37:00.000+0000818PDX-ORD
252232019-05-22YX20452N657RW13930ORDIL14122PITPA11401137-3.00.00.0-11100-115914121358-14.00.00.0-11400-14590.00.0413.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-22T16:40:00.000+0000354ORD-PIT
410442018-10-04OO20304N443SW13230MDTPA11433DTWMI600555-5.00.00.0-10600-0659739719-20.00.00.0-20700-07590.00.0371.020.00.00.00.00.02018KMDTmedium_airportHarrisburg International Airport310NAUSUS-PAHarrisburgKMDTMDTMDT-76.7633972168, 40.1935005188America/New_York2018-10-04T10:00:00.000+00004520MDT-DTW
252232019-05-22YX20452N651RW11618EWRNJ11193CVGKY165916590.00.00.001600-165919081903-5.00.00.0-11900-19590.00.0569.030.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-22T20:59:00.000+000005EWR-CVG
410442018-10-04OO20304N779CA11109COSCO14869SLCUT12351216-19.00.00.0-21200-125914261401-25.00.00.0-21400-14590.00.0411.020.00.00.00.00.02018KCOSlarge_airportCity of Colorado Springs Municipal Airport6187NAUSUS-COColorado SpringsKCOSCOSCOS-104.700996, 38.805801America/Denver2018-10-04T18:35:00.000+00001925COS-SLC
26532019-06-05YX20452N640RW15370TULOK12266IAHTX500455-5.00.00.0-10001-0559643624-19.00.00.0-20600-06590.00.0429.020.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-06-05T10:00:00.000+00004519TUL-IAH
4122852018-12-28AA19805N990AN14843SJUPR13303MIAFL12251220-5.00.00.0-11200-125914191413-6.00.00.0-11400-14590.00.01045.050.00.00.00.00.02018TJSJlarge_airportLuis Munoz Marin International Airport9NAPRPR-U-ASan JuanTJSJSJUSJU-66.0018005371, 18.4393997192America/Puerto_Rico2018-12-28T16:25:00.000+000056SJU-MIA
26642019-06-06YX20452N649RW13158MAFTX11292DENCO18371832-5.00.00.0-11800-185919401932-8.00.00.0-11900-19590.00.0563.030.00.00.00.00.02019KMAFmedium_airportMidland International Airport2871NAUSUS-TXMidlandKMAFMAFMAF-102.2020034790039, 31.9424991607666America/Chicago2019-06-06T23:37:00.000+000058MAF-DEN
4122372018-12-23AA19805N800AN11298DFWTX13930ORDIL16351634-1.00.00.0-11600-165919011856-5.00.00.0-11900-19590.00.0801.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-23T22:35:00.000+0000145DFW-ORD
26752019-06-07YX20452N752YX11618EWRNJ12451JAXFL14001355-5.00.00.0-11400-145916241619-5.00.00.0-11600-16590.00.0820.040.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-07T18:00:00.000+0000455EWR-JAX
4123072018-12-30AA19805N164NN11298DFWTX12889LASNV15311528-3.00.00.0-11500-155916291627-2.00.00.0-11600-16590.00.01055.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-30T21:31:00.000+000032DFW-LAS
252452019-05-24YX20452N657RW13930ORDIL11624EYWFL11251115-10.00.00.0-11100-115915371529-8.00.00.0-11500-15590.00.01251.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-24T16:25:00.000+0000108ORD-EYW
4121122018-12-11AA19805N140AN11298DFWTX12892LAXCA910905-5.00.00.0-10900-095910501037-13.00.00.0-11000-10590.00.01235.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-11T15:10:00.000+0000513DFW-LAX
26862019-06-08YX20452N729YX11057CLTNC11618EWRNJ16301626-4.00.00.0-11600-1659184218486.06.00.001800-18590.00.0529.030.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-08T20:30:00.000+00004-6CLT-EWR
4122522018-12-25AA19805N812NN14262PSPCA11298DFWTX620614-6.00.00.0-10600-065911091104-5.00.00.0-11100-11590.00.01126.050.00.00.00.00.02018KPSPmedium_airportPalm Springs International Airport477NAUSUS-CAPalm SpringsKPSPPSPPSP-116.50700378417969, 33.8297004699707America/Los_Angeles2018-12-25T14:20:00.000+000065PSP-DFW
26862019-06-08YX20452N639RW11618EWRNJ14524RICVA830822-8.00.00.0-10800-08591009941-28.00.00.0-21000-10590.00.0277.020.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-08T12:30:00.000+0000868EWR-RIC
4101142018-10-11OO20304N907EV13930ORDIL14696SBNIN18351832-3.00.00.0-11800-18592027203811.011.00.002000-20590.00.084.010.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-11T23:35:00.000+00003-11ORD-SBN
26862019-06-08YX20452N635RW11618EWRNJ13198MCIMO141514150.00.00.001400-145916221602-20.00.00.0-21600-16590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-08T18:15:00.000+0000020EWR-MCI
4101142018-10-11OO20304N472CA11292DENCO14262PSPCA153515350.00.00.001500-1559165617048.08.00.001600-16590.00.0776.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-11T21:35:00.000+00000-48DEN-PSP
252712019-05-27YX20452N729YX11618EWRNJ13198MCIMO845841-4.00.00.0-10800-085910591041-18.00.00.0-21000-10590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-05-27T12:45:00.000+0000418EWR-MCI
4101142018-10-11OO20304N208SY14869SLCUT12892LAXCA20062002-4.00.00.0-12000-205921082058-10.00.00.0-12100-21590.00.0590.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-12T02:06:00.000+0000450SLC-LAX
26972019-06-09YX20452N859RW12266IAHTX11433DTWMI725719-6.00.00.0-10700-075911181100-18.00.00.0-21100-11590.00.01075.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-09T12:25:00.000+0000618IAH-DTW
4122042018-12-20AA19805N991AU11298DFWTX14057PDXOR17181717-1.00.00.0-11700-175919351925-10.00.00.0-11900-19590.00.01616.070.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-20T23:18:00.000+0000110DFW-PDX
252822019-05-28YX20452N856RW12339INDIN11618EWRNJ545541-4.00.00.0-10001-0559746730-16.00.00.0-20700-07590.00.0645.030.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-28T09:45:00.000+0000416IND-EWR
4121932018-12-19AA19805N848NN14107PHXAZ12478JFKNY13511349-2.00.00.0-11300-13592030205222.022.01.012000-20590.00.02153.090.00.022.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-19T20:51:00.000+00002-22PHX-JFK
261012019-06-10YX20452N641RW11618EWRNJ13198MCIMO14151412-3.00.00.0-11400-1459162216242.02.00.001600-16590.00.01092.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-10T18:15:00.000+00003-2EWR-MCI
412862018-12-08AA19805N128AN12892LAXCA11298DFWTX700654-6.00.00.0-10700-075912041159-5.00.00.0-11200-12590.00.01235.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-08T15:00:00.000+00004645LAX-DFW
252822019-05-28YX20452N631RW12339INDIN13930ORDIL730727-3.00.00.0-10700-0759741722-19.00.00.0-20700-07590.00.0177.010.00.00.00.00.02019KINDlarge_airportIndianapolis International Airport797NAUSUS-INIndianapolisKINDINDIND-86.294403, 39.7173America/New_York2019-05-28T11:30:00.000+0000319IND-ORD
4101142018-10-11OO20304N442SW14869SLCUT11122CPRWY20152009-6.00.00.0-12000-205921362113-23.00.00.0-22100-21590.00.0320.020.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-12T02:15:00.000+0000623SLC-CPR
251272019-05-129E20363N138EV15249TLHFL10397ATLGA10131004-9.00.00.0-11000-105911241115-9.00.00.0-11100-11590.00.0223.010.00.00.00.00.02019KTLHlarge_airportTallahassee Regional Airport81NAUSUS-FLTallahasseeKTLHTLHTLH-84.35030364990234, 30.396499633789062America/New_York2019-05-12T14:13:00.000+000099TLH-ATL
4122742018-12-27AA19805N4005X13303MIAFL13204MCOFL20252020-5.00.00.0-12000-20592131214514.014.00.002100-21590.00.0192.010.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-12-28T01:25:00.000+00005-14MIA-MCO
25132019-05-019E20363N606LR10397ATLGA15249TLHFL16491646-3.00.00.0-11600-165917541739-15.00.00.0-11700-17590.00.0223.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-01T20:49:00.000+0000315ATL-TLH
4101252018-10-12OO20304N751EV11298DFWTX10372ASECO845843-2.00.00.0-10800-085995810046.06.00.000900-09590.00.0701.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-12T13:45:00.000+00002-46DFW-ASE
261232019-06-12YX20452N732YX13930ORDIL12339INDIN19451941-4.00.00.0-11900-195921592144-15.00.00.0-12100-21590.00.0177.010.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-13T00:45:00.000+0000415ORD-IND
4121232018-12-12AA19805N900UW10721BOSMA11298DFWTX950945-5.00.00.0-10900-095913261310-16.00.00.0-21300-13590.00.01562.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-12T14:50:00.000+0000516BOS-DFW
261232019-06-12YX20452N643RW11433DTWMI11618EWRNJ840837-3.00.00.0-10800-085910291014-15.00.00.0-11000-10590.00.0488.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-12T12:40:00.000+0000315DTW-EWR
4122042018-12-20AA19805N160AN14679SANCA11298DFWTX706659-7.00.00.0-10700-075912081155-13.00.00.0-11200-12590.00.01171.050.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-20T15:06:00.000+00004753SAN-DFW
261342019-06-13YX20452N744YX12266IAHTX14492RDUNC935933-2.00.00.0-10900-095913221307-15.00.00.0-11300-13590.00.01042.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-13T14:35:00.000+0000215IAH-RDU
4101252018-10-12OO20304N916EV10397ATLGA10431AVLNC10511048-3.00.00.0-11000-105911451144-1.00.00.0-11100-11590.00.0164.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-12T14:51:00.000+000031ATL-AVL
252232019-05-229E20363N8694A10208AGSGA10397ATLGA705700-5.00.00.0-10700-0759808802-6.00.00.0-10800-08590.00.0143.010.00.00.00.00.02019KAGSlarge_airportAugusta Regional At Bush Field144NAUSUS-GAAugustaKAGSAGSAGS-81.9645004272461, 33.36989974975586America/New_York2019-05-22T11:05:00.000+000056AGS-ATL
4101252018-10-12OO20304N240SY14747SEAWA14057PDXOR15141512-2.00.00.0-11500-155916151602-13.00.00.0-11600-16590.00.0129.010.00.00.00.00.02018KSEAlarge_airportSeattle Tacoma International Airport433NAUSUS-WASeattleKSEASEASEA-122.308998, 47.449001America/Los_Angeles2018-10-12T22:14:00.000+0000213SEA-PDX
252012019-05-209E20363N686BR15412TYSTN11433DTWMI12161207-9.00.00.0-11200-125913541337-17.00.00.0-21300-13590.00.0443.020.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-05-20T16:16:00.000+0000917TYS-DTW
4101252018-10-12OO20304N881AS10408ATWWI11433DTWMI14351424-11.00.00.0-11400-145916551626-29.00.00.0-21600-16590.00.0296.020.00.00.00.00.02018KATWsmall_airportAppleton International Airport918NAUSUS-WIAppletonKATWATWATW-88.5190963745, 44.258098602299995America/Chicago2018-10-12T19:35:00.000+00001129ATW-DTW
25612019-05-069E20363N336PQ12953LGANY11057CLTNC18591852-7.00.00.0-11800-185921182057-21.00.00.0-22100-21590.00.0544.030.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-06T22:59:00.000+0000761LGA-CLT
4101252018-10-12OO20304N440SW11433DTWMI14711SCEPA22022159-3.00.00.0-12200-225923162309-7.00.00.0-12300-23590.00.0301.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-13T02:02:00.000+0000437DTW-SCE
252712019-05-279E20363N8877A10397ATLGA13795OAJNC15201516-4.00.00.0-11500-155916531641-12.00.00.0-11600-16590.00.0399.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-27T19:20:00.000+0000412ATL-OAJ
4101252018-10-12OO20304N766SK11337DLHMN13487MSPMN515507-8.00.00.0-10001-0559617558-19.00.00.0-20600-06590.00.0144.010.00.00.00.00.02018KDLHlarge_airportDuluth International Airport1428NAUSUS-MNDuluthKDLHDLHDLH-92.19360351559999, 46.8420982361America/Chicago2018-10-12T10:15:00.000+0000859DLH-MSP
261452019-06-14YX20452N722YX11618EWRNJ13487MSPMN10451036-9.00.00.0-11000-105912451234-11.00.00.0-11200-12590.00.01008.050.00.00.00.00.02019KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2019-06-14T14:45:00.000+0000911EWR-MSP
4101252018-10-12OO20304N138SY11292DENCO11042CLEOH12351233-2.00.00.0-11200-125917281711-17.00.00.0-21700-17590.00.01201.050.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-12T18:35:00.000+0000217DEN-CLE
25572019-05-059E20363N197PQ13931ORFVA11433DTWMI7057050.00.00.000700-0759904846-18.00.00.0-20900-09590.00.0529.030.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-05T11:05:00.000+0000058ORF-DTW
412862018-12-08AA19805N343PN10693BNATN11298DFWTX546543-3.00.00.0-10001-0559805804-1.00.00.0-10800-08590.00.0631.030.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-08T11:46:00.000+000031BNA-DFW
261452019-06-14YX20452N862RW12266IAHTX13158MAFTX16251620-5.00.00.0-11600-165917511749-2.00.00.0-11700-17590.00.0429.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-14T21:25:00.000+000052IAH-MAF
4101252018-10-12OO20304N932SW14771SFOCA14487RDDCA840835-5.00.00.0-10800-0859950936-14.00.00.0-10900-09590.00.0199.010.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-12T15:40:00.000+0000514SFO-RDD
261562019-06-15YX20452N741YX13930ORDIL10257ALBNY9009000.00.00.000900-0959115612015.05.00.001100-11590.00.0723.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-15T14:00:00.000+00000-45ORD-ALB
4101252018-10-12OO20304N863AS11292DENCO10561BFLCA11161108-8.00.00.0-11100-115912571247-10.00.00.0-11200-12590.00.0845.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-12T17:16:00.000+0000810DEN-BFL
261562019-06-15YX20452N723YX13930ORDIL11278DCAVA12001153-7.00.00.0-11200-125914591440-19.00.00.0-21400-14590.00.0612.030.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-15T17:00:00.000+00004719ORD-DCA
4102762018-10-27OO20304N726SK16218YUMAZ14107PHXAZ550545-5.00.00.0-10001-0559644630-14.00.00.0-10600-06590.00.0160.010.00.00.00.00.02018KNYLmedium_airportYuma MCAS/Yuma International Airport213NAUSUS-AZYumaKNYLYUMNYL-114.6060028, 32.65660095America/Phoenix2018-10-27T12:50:00.000+0000514YUM-PHX
252712019-05-279E20363N691CA11193CVGKY11618EWRNJ13001258-2.00.00.0-11300-135915021447-15.00.00.0-11500-15590.00.0569.030.00.00.00.00.02019KCVGlarge_airportCincinnati Northern Kentucky International Airport896NAUSUS-KYCincinnati / CovingtonKCVGCVGCVG-84.667801, 39.048801America/New_York2019-05-27T17:00:00.000+00004255CVG-EWR
4102762018-10-27OO20304N750SK12892LAXCA14869SLCUT18451839-6.00.00.0-11800-185921362119-17.00.00.0-22100-21590.00.0590.030.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-28T01:45:00.000+0000617LAX-SLC
252452019-05-249E20363N927XJ12953LGANY12451JAXFL14261422-4.00.00.0-11400-145917041639-25.00.00.0-21700-17590.00.0833.040.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-24T18:26:00.000+0000465LGA-JAX
4102762018-10-27OO20304N923EV10980CHATN10397ATLGA800751-9.00.00.0-10800-08599019109.09.00.000900-09590.00.0106.010.00.00.00.00.02018KCHAlarge_airportLovell Field683NAUSUS-TNChattanoogaKCHACHACHA-85.20379638671875, 35.035301208496094America/New_York2018-10-27T12:00:00.000+000049-9CHA-ATL
25612019-05-069E20363N8943A12478JFKNY13931ORFVA900854-6.00.00.0-10900-095910381010-28.00.00.0-21000-10590.00.0290.020.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-06T13:00:00.000+00004628JFK-ORF
4102762018-10-27OO20304N272SY13930ORDIL12953LGANY930924-6.00.00.0-10900-0959123812435.05.00.001200-12590.00.0733.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-27T14:30:00.000+00006-5ORD-LGA
261712019-06-17YX20452N646RW12266IAHTX14122PITPA725723-2.00.00.0-10700-075911161103-13.00.00.0-11100-11590.00.01117.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-17T12:25:00.000+0000213IAH-PIT
4102762018-10-27OO20304N455SW13487MSPMN12335IMTMI11201100-20.00.00.0-21100-1159122612315.05.00.001200-12590.00.0257.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-27T16:20:00.000+000020-5MSP-IMT
251642019-05-169E20363N294PQ11612EVVIN10397ATLGA600557-3.00.00.0-10600-065982094181.081.01.050800-08590.00.0350.020.00.081.00.00.02019KEVVmedium_airportEvansville Regional Airport418NAUSUS-INEvansvilleKEVVEVVEVV-87.5324020386, 38.0369987488America/Chicago2019-05-16T11:00:00.000+000043-121EVV-ATL
412532018-12-05AA19805N811NN15376TUSAZ11298DFWTX809806-3.00.00.0-10800-085911211114-7.00.00.0-11100-11590.00.0813.040.00.00.00.00.02018KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2018-12-05T15:09:00.000+000037TUS-DFW
251162019-05-119E20363N316PQ12945LEXKY10397ATLGA14051400-5.00.00.0-11400-145915351529-6.00.00.0-11500-15590.00.0304.020.00.00.00.00.02019KLEXlarge_airportBlue Grass Airport979NAUSUS-KYLexingtonKLEXLEXLEX-84.60590362548828, 38.0364990234375America/New_York2019-05-11T18:05:00.000+000056LEX-ATL
412752018-12-07AA19805N188AN12889LASNV13303MIAFL900858-2.00.00.0-10900-095916371625-12.00.00.0-11600-16590.00.02174.090.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-07T17:00:00.000+00004212LAS-MIA
251862019-05-189E20363N294PQ10397ATLGA12945LEXKY944941-3.00.00.0-10900-0959105611059.09.00.001000-10590.00.0304.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-18T13:44:00.000+00003-49ATL-LEX
4121232018-12-12AA19805N197AN12889LASNV13303MIAFL900857-3.00.00.0-10900-095916371621-16.00.00.0-21600-16590.00.02174.090.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-12T17:00:00.000+00004316LAS-MIA
263072019-06-30NK20416N515NK11697FLLFL10397ATLGA600555-5.00.00.0-10600-0659758729-29.00.00.0-20700-07590.00.0581.030.00.00.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-06-30T10:00:00.000+00004529FLL-ATL
4102762018-10-27OO20304N929SW11292DENCO14288PUBCO20102001-9.00.00.0-12000-205921022042-20.00.00.0-22100-21590.00.0109.010.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-28T02:10:00.000+0000960DEN-PUB
25612019-05-069E20363N930XJ12478JFKNY11433DTWMI12591256-3.00.00.0-11200-125915011450-11.00.00.0-11500-15590.00.0509.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-06T16:59:00.000+0000351JFK-DTW
4102762018-10-27OO20304N709BR11648FCAMT11292DENCO10531048-5.00.00.0-11000-105913051303-2.00.00.0-11300-13590.00.0752.040.00.00.00.00.02018KGPImedium_airportGlacier Park International Airport2977NAUSUS-MTKalispellKGPIFCAGPI-114.25599670410156, 48.31050109863281America/Denver2018-10-27T16:53:00.000+000052FCA-DEN
251532019-05-159E20363N904XJ12478JFKNY11433DTWMI12591258-1.00.00.0-11200-125915011447-14.00.00.0-11500-15590.00.0509.030.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-15T16:59:00.000+0000154JFK-DTW
4122852018-12-28AA19805N758US11298DFWTX13244MEMTN14311429-2.00.00.0-11400-145915531540-13.00.00.0-11500-15590.00.0431.020.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-28T20:31:00.000+0000213DFW-MEM
25132019-05-019E20363N605LR14122PITPA11433DTWMI18061755-11.00.00.0-11800-185919191900-19.00.00.0-21900-19590.00.0201.010.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-01T22:06:00.000+00005119PIT-DTW
4102762018-10-27OO20304N916EV11013CIUMI13487MSPMN723714-9.00.00.0-10700-0759758746-12.00.00.0-10700-07590.00.0435.020.00.00.00.00.02018KCIUmedium_airportChippewa County International Airport800NAUSUS-MISault Ste MarieKCIUCIUCIU-84.47239685058594, 46.25080108642578America/New_York2018-10-27T11:23:00.000+0000912CIU-MSP
262852019-06-28NK20416N647NK13204MCOFL11057CLTNC17421737-5.00.00.0-11700-175919231918-5.00.00.0-11900-19590.00.0468.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-06-28T21:42:00.000+000055MCO-CLT
4102762018-10-27OO20304N437SW11921GJTCO14869SLCUT18361826-10.00.00.0-11800-185919401929-11.00.00.0-11900-19590.00.0216.010.00.00.00.00.02018KGJTmedium_airportGrand Junction Regional Airport4858NAUSUS-COGrand JunctionKGJTGJTGJT-108.527000427, 39.1223983765America/Denver2018-10-28T00:36:00.000+00001011GJT-SLC
262412019-06-24NK20416N606NK11433DTWMI12889LASNV605603-2.00.00.0-10600-0659723716-7.00.00.0-10700-07590.00.01749.070.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-24T10:05:00.000+000027DTW-LAS
4102872018-10-28OO20304N702SK13076LSEWI13930ORDIL955940-15.00.00.0-10900-095911041059-5.00.00.0-11100-11590.00.0215.010.00.00.00.00.02018KLSEmedium_airportLa Crosse Municipal Airport655NAUSUS-WILa CrosseKLSELSELSE-91.256699, 43.879002America/Chicago2018-10-28T14:55:00.000+00001545LSE-ORD
251162019-05-119E20363N910XJ11042CLEOH12478JFKNY15361526-10.00.00.0-11500-155917241705-19.00.00.0-21700-17590.00.0425.020.00.00.00.00.02019KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2019-05-11T19:36:00.000+00001019CLE-JFK
412972018-12-09AA19805N153UW14107PHXAZ13204MCOFL1000955-5.00.00.0-11000-105916081548-20.00.00.0-21600-16590.00.01849.080.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-09T17:00:00.000+00004560PHX-MCO
252232019-05-229E20363N197PQ13198MCIMO12953LGANY600556-4.00.00.0-10600-06591000931-29.00.00.0-21000-10590.00.01107.050.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-22T11:00:00.000+00004469MCI-LGA
4123072018-12-30AA19805N939UW14107PHXAZ11278DCAVA949946-3.00.00.0-10900-09591559162425.025.01.011500-15590.00.01979.080.00.025.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-30T16:49:00.000+00003-65PHX-DCA
25572019-05-059E20363N925XJ12953LGANY14321PWMME20402035-5.00.00.0-12000-205922052158-7.00.00.0-12200-22590.00.0269.020.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-06T00:40:00.000+0000547LGA-PWM
4122152018-12-21AA19805N204UW12173HNLHI14107PHXAZ20572054-3.00.00.0-12000-2059602557-5.00.00.0-10600-06590.00.02917.0110.00.00.00.00.02018PHNLlarge_airportDaniel K Inouye International Airport13NAUSUS-HIHonoluluPHNLHNLHNL-157.924228, 21.32062Pacific/Honolulu2018-12-22T06:57:00.000+0000345HNL-PHX
25722019-05-079E20363N228PQ10431AVLNC10397ATLGA19441939-5.00.00.0-11900-195920552030-25.00.00.0-22000-20590.00.0164.010.00.00.00.00.02019KAVLlarge_airportAsheville Regional Airport2165NAUSUS-NCAshevilleKAVLAVLAVL-82.541801, 35.436199America/New_York2019-05-07T23:44:00.000+0000525AVL-ATL
4102872018-10-28OO20304N611SK13487MSPMN10693BNATN13451338-7.00.00.0-11300-135915481539-9.00.00.0-11500-15590.00.0695.030.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-28T18:45:00.000+000079MSP-BNA
262412019-06-24NK20416N508NK11697FLLFL12266IAHTX830825-5.00.00.0-10800-08591020103818.018.01.011000-10590.00.0966.040.00.018.00.00.02019KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2019-06-24T12:30:00.000+00005-18FLL-IAH
4102872018-10-28OO20304N487CA10397ATLGA15323TRITN16251623-2.00.00.0-11600-165917251722-3.00.00.0-11700-17590.00.0227.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-28T20:25:00.000+000023ATL-TRI
26752019-06-07NK20416N692NK10821BWIMD14843SJUPR945940-5.00.00.0-10900-095913451325-20.00.00.0-21300-13590.00.01565.070.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-07T13:45:00.000+0000520BWI-SJU
4122262018-12-22AA19805N193UW11298DFWTX11292DENCO14401438-2.00.00.0-11400-145915441539-5.00.00.0-11500-15590.00.0641.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-22T20:40:00.000+000025DFW-DEN
251052019-05-109E20363N8694A12478JFKNY14321PWMME11051056-9.00.00.0-11100-115912271223-4.00.00.0-11200-12590.00.0273.020.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-10T15:05:00.000+0000494JFK-PWM
4102872018-10-28OO20304N418SW14869SLCUT11638FATCA11151112-3.00.00.0-11100-115912081203-5.00.00.0-11200-12590.00.0501.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-10-28T17:15:00.000+000035SLC-FAT
252712019-05-279E20363N293PQ11423DSMIA13487MSPMN10561049-7.00.00.0-11000-105912061205-1.00.00.0-11200-12590.00.0232.010.00.00.00.00.02019KDSMlarge_airportDes Moines International Airport958NAUSUS-IADes MoinesKDSMDSMDSM-93.66310119628906, 41.534000396728516America/Chicago2019-05-27T15:56:00.000+000071DSM-MSP
4122962018-12-29AA19805N725UW11278DCAVA14027PBIFL830823-7.00.00.0-10800-085911141043-31.00.00.0-21100-11590.00.0857.040.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-29T13:30:00.000+0000771DCA-PBI
262152019-06-21NK20416N640NK14893SMFCA12889LASNV221222120.00.00.002200-225923452342-3.00.00.0-12300-23590.00.0397.020.00.00.00.00.02019KSMFlarge_airportSacramento International Airport27NAUSUS-CASacramentoKSMFSMFSMF-121.59100341796875, 38.69540023803711America/Los_Angeles2019-06-22T05:12:00.000+000003SMF-LAS
412272018-12-02AA19805N714US13577MYRSC11057CLTNC714711-3.00.00.0-10700-07598198190.00.00.000800-08590.00.0157.010.00.00.00.00.02018KMYRmedium_airportMyrtle Beach International Airport25NAUSUS-SCMyrtle BeachKMYRMYRMYR-78.9282989502, 33.6796989441America/New_York2018-12-02T12:14:00.000+000030MYR-CLT
251532019-05-159E20363N349PQ14122PITPA12478JFKNY610559-11.00.00.0-10600-0659744722-22.00.00.0-20700-07590.00.0340.020.00.00.00.00.02019KPITlarge_airportPittsburgh International Airport1203NAUSUS-PAPittsburghKPITPITPIT-80.23290253, 40.49150085America/New_York2019-05-15T10:10:00.000+00005122PIT-JFK
4102872018-10-28OO20304N143SY15919XNAAR14771SFOCA7257250.00.00.000700-0759954942-12.00.00.0-10900-09590.00.01550.070.00.00.00.00.02018KXNAmedium_airportNorthwest Arkansas Regional Airport1287NAUSUS-ARFayetteville/Springdale/RogersKXNAXNAXNA-94.306801, 36.281898America/Chicago2018-10-28T12:25:00.000+0000012XNA-SFO
262042019-06-20NK20416N509NK10397ATLGA15304TPAFL105510550.00.00.001000-1059122712281.01.00.001200-12590.00.0406.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-20T14:55:00.000+00000-1ATL-TPA
4102872018-10-28OO20304N965SW11292DENCO14262PSPCA15351526-9.00.00.0-11500-155917021634-28.00.00.0-21700-17590.00.0776.040.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-28T21:35:00.000+0000968DEN-PSP
252932019-05-299E20363N655CA15370TULOK10397ATLGA1007953-14.00.00.0-11000-105913051258-7.00.00.0-11300-13590.00.0674.030.00.00.00.00.02019KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2019-05-29T15:07:00.000+00005447TUL-ATL
4122262018-12-22AA19805N895NN15027STXVI13303MIAFL945932-13.00.00.0-10900-095911591135-24.00.00.0-21100-11590.00.01139.050.00.00.00.00.02018TISXmedium_airportHenry E Rohlsen Airport74NAVIVI-U-AChristianstedTISXSTXSTX-64.79859924316406, 17.701900482177734America/St_Thomas2018-12-22T13:45:00.000+00001324STX-MIA
251052019-05-109E20363N538CA15016STLMO12953LGANY18591847-12.00.00.0-11800-185922272204-23.00.00.0-22200-22590.00.0888.040.00.00.00.00.02019KSTLlarge_airportSt Louis Lambert International Airport618NAUSUS-MOSt LouisKSTLSTLSTL-90.370003, 38.748697America/Chicago2019-05-10T23:59:00.000+00001223STL-LGA
412642018-12-06AA19805N864NN10423AUSTX11298DFWTX801754-7.00.00.0-10800-08599149151.01.00.000900-09590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-12-06T14:01:00.000+000047-1AUS-DFW
262262019-06-22NK20416N526NK12889LASNV10800BURCA18001753-7.00.00.0-11800-185919081855-13.00.00.0-11900-19590.00.0223.010.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-23T01:00:00.000+00004753LAS-BUR
4121822018-12-18AA19805N909AM12889LASNV11298DFWTX904902-2.00.00.0-10900-0959134113432.02.00.001300-13590.00.01055.050.00.00.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-12-18T17:04:00.000+00002-2LAS-DFW
25942019-05-099E20363N909XJ10785BTVVT11433DTWMI550543-7.00.00.0-10001-0559748733-15.00.00.0-10700-07590.00.0537.030.00.00.00.00.02019KBTVmedium_airportBurlington International Airport335NAUSUS-VTBurlingtonKBTVBTVBTV-73.15329742429999, 44.471900939899996America/New_York2019-05-09T09:50:00.000+0000715BTV-DTW
412162018-12-01AA19805N991AU11298DFWTX14679SANCA935931-4.00.00.0-10900-0959104410528.08.00.001000-10590.00.01171.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-01T15:35:00.000+00004-8DFW-SAN
251752019-05-179E20363N310PQ10397ATLGA15370TULOK14311424-7.00.00.0-11400-145915391507-32.00.00.0-21500-15590.00.0674.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-17T18:31:00.000+0000732ATL-TUL
410552018-10-05AA19805N121AN13303MIAFL13204MCOFL850844-6.00.00.0-10800-0859955941-14.00.00.0-10900-09590.00.0192.010.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-05T12:50:00.000+0000614MIA-MCO
252822019-05-289E20363N197PQ10781BTRLA10397ATLGA12061159-7.00.00.0-11200-125914391421-18.00.00.0-21400-14590.00.0448.020.00.00.00.00.02019KBTRmedium_airportBaton Rouge Metropolitan Airport70NAUSUS-LABaton RougeKBTRBTRBTR-91.149597, 30.533199America/Chicago2019-05-28T17:06:00.000+00004718BTR-ATL
4102542018-10-25AA19805N112AN12892LAXCA12478JFKNY12451239-6.00.00.0-11200-125921202107-13.00.00.0-12100-21590.00.02475.0100.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-25T19:45:00.000+0000613LAX-JFK
252712019-05-27DL19790N868DN12892LAXCA14869SLCUT20001959-1.00.00.0-12000-205922542240-14.00.00.0-12200-22590.00.0590.030.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-28T03:00:00.000+00004114LAX-SLC
4101732018-10-17AA19805N101NN12478JFKNY10721BOSMA15301523-7.00.00.0-11500-155916531641-12.00.00.0-11600-16590.00.0187.010.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-17T19:30:00.000+0000712JFK-BOS
261122019-06-11NK20416N612NK13198MCIMO13204MCOFL13051259-6.00.00.0-11300-135916501640-10.00.00.0-11600-16590.00.01072.050.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-06-11T18:05:00.000+00004610MCI-MCO
4102762018-10-27AA19805N121AN12892LAXCA12982LIHHI17251720-5.00.00.0-11700-1759202020200.00.00.002000-20590.00.02615.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-28T00:25:00.000+000050LAX-LIH
261452019-06-14NK20416N665NK12953LGANY11697FLLFL10591055-4.00.00.0-11000-1059141014133.03.00.001400-14590.00.01076.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-06-14T14:59:00.000+00004-3LGA-FLL
410332018-10-03AA19805N132AN12892LAXCA12173HNLHI16551647-8.00.00.0-11600-165919461928-18.00.00.0-21900-19590.00.02556.0110.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-03T23:55:00.000+0000818LAX-HNL
261122019-06-11NK20416N650NK12889LASNV11298DFWTX19201912-8.00.00.0-11900-195923592349-10.00.00.0-12300-23590.00.01055.050.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-12T02:20:00.000+0000810LAS-DFW
4122042018-12-20AA19805N949AN14679SANCA12478JFKNY21392134-5.00.00.0-12100-215955561520.020.01.010001-05590.00.02446.0100.00.020.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-12-21T05:39:00.000+00005-60SAN-JFK
261342019-06-13NK20416N523NK12889LASNV11298DFWTX10459-5.00.00.0-10001-0559541537-4.00.00.0-10001-05590.00.01055.050.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-13T08:04:00.000+0000454LAS-DFW
412312018-12-03AA19805N946AN12892LAXCA12889LASNV14101405-5.00.00.0-11400-145915221511-11.00.00.0-11500-15590.00.0236.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-12-03T22:10:00.000+0000511LAX-LAS
252822019-05-28DL19790N943AT13198MCIMO13487MSPMN647645-2.00.00.0-10600-06598158216.06.00.000800-08590.00.0393.020.00.00.00.00.02019KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2019-05-28T11:47:00.000+00002-6MCI-MSP
4102762018-10-27AA19805N837AW14683SATTX14107PHXAZ815806-9.00.00.0-10800-0859900833-27.00.00.0-20900-09590.00.0843.040.00.00.00.00.02018KSATlarge_airportSan Antonio International Airport809NAUSUS-TXSan AntonioKSATSATSAT-98.469803, 29.533701America/Chicago2018-10-27T13:15:00.000+0000967SAT-PHX
252822019-05-28DL19790N877DN14869SLCUT13487MSPMN15201517-3.00.00.0-11500-155918541843-11.00.00.0-11800-18590.00.0991.040.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T21:20:00.000+0000311SLC-MSP
4121672018-12-16AA19805N120EE11298DFWTX12892LAXCA17401737-3.00.00.0-11700-175919001851-9.00.00.0-11900-19590.00.01235.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-16T23:40:00.000+0000349DFW-LAX
252822019-05-28DL19790N346DN13303MIAFL12953LGANY11301129-1.00.00.0-11100-1159143114365.05.00.001400-14590.00.01096.050.00.00.00.00.02019KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2019-05-28T15:30:00.000+00001-5MIA-LGA
4122042018-12-20AA19805N339PL14908SNACA11298DFWTX17301729-1.00.00.0-11700-175922202212-8.00.00.0-12200-22590.00.01205.050.00.00.00.00.02018KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2018-12-21T01:30:00.000+000018SNA-DFW
252822019-05-28DL19790N969DL10599BHMAL10397ATLGA11261125-1.00.00.0-11100-115913291327-2.00.00.0-11300-13590.00.0134.010.00.00.00.00.02019KBHMlarge_airportBirmingham-Shuttlesworth International Airport650NAUSUS-ALBirminghamKBHMBHMBHM-86.75350189, 33.56290054America/Chicago2019-05-28T16:26:00.000+000012BHM-ATL
4102172018-10-21AA19805N814AW14027PBIFL14100PHLPA16301621-9.00.00.0-11600-165919141854-20.00.00.0-21900-19590.00.0951.040.00.00.00.00.02018KPBIlarge_airportPalm Beach International Airport19NAUSUS-FLWest Palm BeachKPBIPBIPBI-80.09559631347656, 26.68320083618164America/New_York2018-10-21T20:30:00.000+0000960PBI-PHL
252822019-05-28DL19790N927DN10397ATLGA10529BDLCT16001557-3.00.00.0-11600-165918161812-4.00.00.0-11800-18590.00.0859.040.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-28T20:00:00.000+0000434ATL-BDL
4102912018-10-29AA19805N542UW14679SANCA11057CLTNC620614-6.00.00.0-10600-065914051350-15.00.00.0-11400-14590.00.02077.090.00.00.00.00.02018KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2018-10-29T13:20:00.000+0000655SAN-CLT
252822019-05-28DL19790N535US14869SLCUT10397ATLGA820817-3.00.00.0-10800-085914051342-23.00.00.0-21400-14590.00.01590.070.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T14:20:00.000+0000363SLC-ATL
4101952018-10-19AA19805N919US11057CLTNC14771SFOCA164916490.00.00.001600-165919301910-20.00.00.0-21900-19590.00.02296.0100.00.00.00.00.02018KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2018-10-19T20:49:00.000+0000020CLT-SFO
261342019-06-13NK20416N636NK12889LASNV14679SANCA18041758-6.00.00.0-11800-185919151907-8.00.00.0-11900-19590.00.0258.020.00.00.00.00.02019KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2019-06-14T01:04:00.000+0000468LAS-SAN
4122962018-12-29AA19805N851NN14100PHLPA11298DFWTX508504-4.00.00.0-10001-055980481713.013.00.000800-08590.00.01303.060.00.00.00.00.02018KPHLlarge_airportPhiladelphia International Airport36NAUSUS-PAPhiladelphiaKPHLPHLPHL-75.24109649658203, 39.87189865112305America/New_York2018-12-29T10:08:00.000+00004-13PHL-DFW
252822019-05-28DL19790N932AT10397ATLGA11057CLTNC17151711-4.00.00.0-11700-175918301816-14.00.00.0-11800-18590.00.0226.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-28T21:15:00.000+0000414ATL-CLT
4123072018-12-30AA19805N899NN11298DFWTX11278DCAVA15191516-3.00.00.0-11500-155919001855-5.00.00.0-11900-19590.00.01192.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-30T21:19:00.000+0000345DFW-DCA
252822019-05-28DL19790N842DN12478JFKNY14747SEAWA16301629-1.00.00.0-11600-165919491942-7.00.00.0-11900-19590.00.02422.0100.00.00.00.00.02019KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2019-05-28T20:30:00.000+000017JFK-SEA
4101512018-10-15AA19805N657AW15304TPAFL14107PHXAZ720714-6.00.00.0-10700-07598599012.02.00.000800-08590.00.01788.080.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-10-15T11:20:00.000+00006-42TPA-PHX
252822019-05-28DL19790N983DL14685SAVGA10397ATLGA630627-3.00.00.0-10600-0659734725-9.00.00.0-10700-07590.00.0214.010.00.00.00.00.02019KSAVlarge_airportSavannah Hilton Head International Airport50NAUSUS-GASavannahKSAVSAVSAV-81.20210266, 32.12760162America/New_York2019-05-28T10:30:00.000+000039SAV-ATL
4103022018-10-30AA19805N961NN12892LAXCA12889LASNV14051402-3.00.00.0-11400-1459152115232.02.00.001500-15590.00.0236.010.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-30T21:05:00.000+00003-2LAX-LAS
252822019-05-28DL19790N685DA13204MCOFL10397ATLGA820818-2.00.00.0-10800-0859955939-16.00.00.0-20900-09590.00.0404.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-28T12:20:00.000+0000216MCO-ATL
412532018-12-05AA19805N9677W11298DFWTX14193PNSFL13001255-5.00.00.0-11300-135914381421-17.00.00.0-21400-14590.00.0604.030.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-05T19:00:00.000+00004517DFW-PNS
252822019-05-28DL19790N102DU14869SLCUT11298DFWTX111511150.00.00.001100-1159145814591.01.00.001400-14590.00.0989.040.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-28T17:15:00.000+00000-1SLC-DFW
410662018-10-06AA19805N909AM10423AUSTX11298DFWTX508503-5.00.00.0-10001-0559614558-16.00.00.0-20600-06590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-06T10:08:00.000+0000556AUS-DFW
261342019-06-13YV20378N8535614492RDUNC12264IADVA15001456-4.00.00.0-11500-15591614162915.015.01.011600-16590.00.0224.010.00.015.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-06-13T19:00:00.000+000044-15RDU-IAD
4102212018-10-22AA19805N141NN10423AUSTX11298DFWTX508501-7.00.00.0-10001-0559614602-12.00.00.0-10600-06590.00.0190.010.00.00.00.00.02018KAUSlarge_airportAustin Bergstrom International Airport542NAUSUS-TXAustinKAUSAUSAUS-97.6698989868164, 30.194499969482422America/Chicago2018-10-22T10:08:00.000+0000712AUS-DFW
252822019-05-28DL19790N853DN14771SFOCA10397ATLGA14091401-8.00.00.0-11400-145921592137-22.00.00.0-22100-21590.00.02139.090.00.00.00.00.02019KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2019-05-28T21:09:00.000+0000822SFO-ATL
4102762018-10-27AA19805N961AN13303MIAFL11298DFWTX121612160.00.00.001200-1259142414328.08.00.001400-14590.00.01121.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-27T16:16:00.000+00000-8MIA-DFW
252822019-05-28DL19790N966AT14492RDUNC11697FLLFL11201116-4.00.00.0-11100-115913371313-24.00.00.0-21300-13590.00.0680.030.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-28T15:20:00.000+0000424RDU-FLL
4103022018-10-30AA19805N186AN13303MIAFL12478JFKNY18251823-2.00.00.0-11800-185921262109-17.00.00.0-22100-21590.00.01089.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-30T22:25:00.000+0000217MIA-JFK
261822019-06-18YV20378N8931310994CHSSC12266IAHTX17001650-10.00.00.0-11700-175918411829-12.00.00.0-11800-18590.00.0925.040.00.00.00.00.02019KCHSlarge_airportCharleston Air Force Base-International Airport46NAUSUS-SCCharlestonKCHSCHSCHS-80.04049683, 32.89860153America/New_York2019-06-18T21:00:00.000+00005012CHS-IAH
4102652018-10-26AA19805N957NN13303MIAFL11298DFWTX700659-1.00.00.0-10700-07599149195.05.00.000900-09590.00.01121.050.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-26T11:00:00.000+000041-5MIA-DFW
261562019-06-15YV20378N510MJ12264IADVA14685SAVGA123012300.00.00.001200-1259141314152.02.00.001400-14590.00.0515.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-15T16:30:00.000+00000-2IAD-SAV
412272018-12-02B620409N746JB11697FLLFL13930ORDIL22062205-1.00.00.0-12200-225985-3.00.00.0-10001-05590.00.01182.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-03T03:06:00.000+000013FLL-ORD
262152019-06-21YV20378N8931712266IAHTX13256MFETX100010000.00.00.001000-10591114112511.011.00.001100-11590.00.0316.020.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-21T15:00:00.000+00000-11IAH-MFE
4122372018-12-23B620409N705JB10721BOSMA11697FLLFL530527-3.00.00.0-10001-0559902843-19.00.00.0-20900-09590.00.01237.050.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-23T10:30:00.000+0000359BOS-FLL
262042019-06-20YV20378N8631212266IAHTX14100PHLPA750745-5.00.00.0-10700-075912181205-13.00.00.0-11200-12590.00.01325.060.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-20T12:50:00.000+0000513IAH-PHL
4122262018-12-22B620409N568JB11697FLLFL10721BOSMA13391335-4.00.00.0-11300-1359165116543.03.00.001600-16590.00.01237.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-22T18:39:00.000+00004-3FLL-BOS
26972019-06-09YV20378N8631112266IAHTX13487MSPMN14201419-1.00.00.0-11400-145917091702-7.00.00.0-11700-17590.00.01034.050.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-09T19:20:00.000+000017IAH-MSP
4122962018-12-29B620409N984JB14771SFOCA11697FLLFL935934-1.00.00.0-10900-095918001756-4.00.00.0-11800-18590.00.02584.0110.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-12-29T17:35:00.000+0000144SFO-FLL
262372019-06-23YV20378N519LR12264IADVA14122PITPA845838-7.00.00.0-10800-0859941928-13.00.00.0-10900-09590.00.0182.010.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-23T12:45:00.000+0000713IAD-PIT
4122262018-12-22B620409N337JB11278DCAVA12451JAXFL1000948-12.00.00.0-11000-105912151140-35.00.00.0-21200-12590.00.0634.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-22T15:00:00.000+00005275DCA-JAX
261342019-06-13YV20378N503MJ12264IADVA14685SAVGA12301229-1.00.00.0-11200-1259141314163.03.00.001400-14590.00.0515.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-13T16:30:00.000+00001-3IAD-SAV
4122262018-12-22B620409N979JB10721BOSMA14771SFOCA15291525-4.00.00.0-11500-155919301910-20.00.00.0-21900-19590.00.02704.0110.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-22T20:29:00.000+0000420BOS-SFO
26862019-06-08YV20378N8931713158MAFTX12266IAHTX13571356-1.00.00.0-11300-135915291516-13.00.00.0-11500-15590.00.0429.020.00.00.00.00.02019KMAFmedium_airportMidland International Airport2871NAUSUS-TXMidlandKMAFMAFMAF-102.2020034790039, 31.9424991607666America/Chicago2019-06-08T18:57:00.000+0000113MAF-IAH
4102432018-10-24AA19805N9626F11298DFWTX11193CVGKY10261020-6.00.00.0-11000-105913321323-9.00.00.0-11300-13590.00.0812.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-24T15:26:00.000+000069DFW-CVG
252932019-05-29DL19790N818DA10140ABQNM10397ATLGA610609-1.00.00.0-10600-065911051047-18.00.00.0-21100-11590.00.01269.060.00.00.00.00.02019KABQlarge_airportAlbuquerque International Sunport5355NAUSUS-NMAlbuquerqueKABQABQABQ-106.609001, 35.040199America/Denver2019-05-29T12:10:00.000+0000158ABQ-ATL
410552018-10-05AA19805N865NN11292DENCO11298DFWTX622616-6.00.00.0-10600-0659925912-13.00.00.0-10900-09590.00.0641.030.00.00.00.00.02018KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2018-10-05T12:22:00.000+0000613DEN-DFW
252932019-05-29DL19790N363DN12953LGANY13303MIAFL12441241-3.00.00.0-11200-1259155816013.03.00.001500-15590.00.01096.050.00.00.00.00.02019KLGAlarge_airportLa Guardia Airport21NAUSUS-NYNew YorkKLGALGALGA-73.872597, 40.777199America/New_York2019-05-29T16:44:00.000+00003-43LGA-MIA
4102872018-10-28AA19805N969NN11298DFWTX14908SNACA945935-10.00.00.0-10900-095910521041-11.00.00.0-11000-10590.00.01205.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-28T14:45:00.000+00001011DFW-SNA
25942019-05-09DL19790N104DU11433DTWMI11298DFWTX16001558-2.00.00.0-11600-1659175817580.00.00.001700-17590.00.0986.040.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-09T20:00:00.000+0000420DTW-DFW
412272018-12-02B620409N283JB11697FLLFL14524RICVA13591353-6.00.00.0-11300-13591612163220.020.01.011600-16590.00.0805.040.00.020.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-02T18:59:00.000+00006-20FLL-RIC
25942019-05-09DL19790N325US13487MSPMN10397ATLGA11151111-4.00.00.0-11100-115914401434-6.00.00.0-11400-14590.00.0907.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-09T16:15:00.000+000046MSP-ATL
410332018-10-03AA19805N9617R11986GRRMI11298DFWTX746739-7.00.00.0-10700-0759934916-18.00.00.0-20900-09590.00.0931.040.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-03T11:46:00.000+0000718GRR-DFW
26162019-06-01YV20378N8832710529BDLCT12264IADVA10301025-5.00.00.0-11000-105911501144-6.00.00.0-11100-11590.00.0326.020.00.00.00.00.02019KBDLlarge_airportBradley International Airport173NAUSUS-CTHartfordKBDLBDLBDL-72.68319702149999, 41.9388999939America/New_York2019-06-01T14:30:00.000+000056BDL-IAD
4102432018-10-24AA19805N9616G11986GRRMI11298DFWTX746742-4.00.00.0-10700-0759934926-8.00.00.0-10900-09590.00.0931.040.00.00.00.00.02018KGRRmedium_airportGerald R. Ford International Airport794NAUSUS-MIGrand RapidsKGRRGRRGRR-85.52279663, 42.88079834America/New_York2018-10-24T11:46:00.000+000048GRR-DFW
25942019-05-09DL19790N350NA14492RDUNC10397ATLGA5305300.00.00.000001-0559650649-1.00.00.0-10600-06590.00.0356.020.00.00.00.00.02019KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2019-05-09T09:30:00.000+000001RDU-ATL
4102322018-10-23AA19805N346PR11298DFWTX12339INDIN18351832-3.00.00.0-11800-185921482132-16.00.00.0-22100-21590.00.0761.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-23T23:35:00.000+0000316DFW-IND
262262019-06-22YV20378N8631111140CRPTX12266IAHTX545540-5.00.00.0-10001-05596406433.03.00.000600-06590.00.0201.010.00.00.00.00.02019KCRPlarge_airportCorpus Christi International Airport44NAUSUS-TXCorpus ChristiKCRPCRPCRP-97.5011978149414, 27.77039909362793America/Chicago2019-06-22T10:45:00.000+00005-3CRP-IAH
4121452018-12-14B620409N643JB11697FLLFL11042CLEOH20101959-11.00.00.0-12000-205922592238-21.00.00.0-22200-22590.00.01062.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-15T01:10:00.000+00005121FLL-CLE
261012019-06-10YV20378N8034811057CLTNC12266IAHTX15001457-3.00.00.0-11500-155916501615-35.00.00.0-21600-16590.00.0912.040.00.00.00.00.02019KCLTlarge_airportCharlotte Douglas International Airport748NAUSUS-NCCharlotteKCLTCLTCLT-80.94309997558594, 35.2140007019043America/New_York2019-06-10T19:00:00.000+00004335CLT-IAH
412642018-12-06B620409N374JB13933ORHMA12478JFKNY600545-15.00.00.0-10600-0659659657-2.00.00.0-10600-06590.00.0150.010.00.00.00.00.02018KORHmedium_airportWorcester Regional Airport1009NAUSUS-MAWorcesterKORHORHORH-71.87570190429688, 42.26729965209961America/New_York2018-12-06T11:00:00.000+0000552ORH-JFK
262632019-06-26YV20378N518LR12264IADVA15096SYRNY22002157-3.00.00.0-12200-225923172301-16.00.00.0-22300-23590.00.0296.020.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-27T02:00:00.000+00004316IAD-SYR
4123072018-12-30B620409N653JB11697FLLFL10821BWIMD21302126-4.00.00.0-12100-215923552345-10.00.00.0-12300-23590.00.0925.040.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-31T02:30:00.000+0000410FLL-BWI
25942019-05-09DL19790N673DL13204MCOFL10397ATLGA620615-5.00.00.0-10600-0659757737-20.00.00.0-20700-07590.00.0404.020.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-09T10:20:00.000+0000520MCO-ATL
412862018-12-08B620409N358JB12478JFKNY10792BUFNY959955-4.00.00.0-10900-095911221115-7.00.00.0-11100-11590.00.0301.020.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-08T14:59:00.000+000047JFK-BUF
26752019-06-07YV20378N8630912264IADVA12217HSVAL17101708-2.00.00.0-11700-175918171810-7.00.00.0-11800-18590.00.0596.030.00.00.00.00.02019KIADlarge_airportWashington Dulles International Airport312NAUSUS-DCWashingtonKIADIADIAD-77.45580292, 38.94449997America/New_York2019-06-07T21:10:00.000+000027IAD-HSV
4121672018-12-16B620409N337JB11298DFWTX10721BOSMA17521740-12.00.00.0-11700-175922272212-15.00.00.0-12200-22590.00.01562.070.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-12-16T23:52:00.000+00001215DFW-BOS
261342019-06-13YV20378N8332913487MSPMN12264IADVA17451744-1.00.00.0-11700-1759211521161.01.00.002100-21590.00.0908.040.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-13T22:45:00.000+00001-1MSP-IAD
412862018-12-08B620409N216JB12478JFKNY10721BOSMA22552254-1.00.00.0-12200-22594106.06.00.000001-05590.00.0187.010.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-09T03:55:00.000+00001-6JFK-BOS
261452019-06-14YV20378N8534012266IAHTX11298DFWTX100010000.00.00.001000-1059111411173.03.00.001100-11590.00.0224.010.00.00.00.00.02019KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2019-06-14T15:00:00.000+00000-3IAH-DFW
4101032018-10-10AA19805N157AA11298DFWTX12889LASNV910903-7.00.00.0-10900-095910111008-3.00.00.0-11000-10590.00.01055.050.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-10T14:10:00.000+000073DFW-LAS
251752019-05-17DL19790N694DL14908SNACA11433DTWMI115011500.00.00.001100-115919101844-26.00.00.0-21900-19590.00.01960.080.00.00.00.00.02019KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2019-05-17T18:50:00.000+0000066SNA-DTW
410922018-10-09AA19805N992AU12889LASNV11298DFWTX11041101-3.00.00.0-11100-11591550165161.061.01.041500-15590.00.01055.050.00.061.00.00.02018KLASlarge_airportMcCarran International Airport2181NAUSUS-NVLas VegasKLASLASLAS-115.1520004, 36.08010101America/Los_Angeles2018-10-09T18:04:00.000+00003-101LAS-DFW
262632019-06-26EV20366N1456812217HSVAL12266IAHTX12321227-5.00.00.0-11200-1259143014399.09.00.001400-14590.00.0595.030.00.00.00.00.02019KHSVlarge_airportHuntsville International Carl T Jones Field629NAUSUS-ALHuntsvilleKHSVHSVHSV-86.775100708008, 34.637199401855America/Chicago2019-06-26T17:32:00.000+00005-9HSV-IAH
4102432018-10-24AA19805N110AN12478JFKNY14771SFOCA172917290.00.00.001700-175921082052-16.00.00.0-22100-21590.00.02586.0110.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-10-24T21:29:00.000+0000056JFK-SFO
251862019-05-18DL19790N3770012892LAXCA13495MSYLA930925-5.00.00.0-10900-095915161444-32.00.00.0-21500-15590.00.01670.070.00.00.00.00.02019KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2019-05-18T16:30:00.000+0000572LAX-MSY
410332018-10-03AA19805N358PW12266IAHTX11057CLTNC5185180.00.00.000001-05598468526.06.00.000800-08590.00.0912.040.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-03T10:18:00.000+00000-6IAH-CLT
262962019-06-29G420368262NV14082PGDFL14952SPIIL12181157-21.00.00.0-21200-125913451315-30.00.00.0-21300-13590.00.0994.040.00.00.00.00.02019KPGDsmall_airportCharlotte County Airport26NAUSUS-FLPunta GordaKPGDPGDPGD-81.9905014, 26.92020035America/New_York2019-06-29T16:18:00.000+00006130PGD-SPI
412752018-12-07B620409N296JB10721BOSMA11278DCAVA16161610-6.00.00.0-11600-165917581756-2.00.00.0-11700-17590.00.0399.020.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-12-07T21:16:00.000+000062BOS-DCA
251862019-05-18DL19790N341DN11433DTWMI13485MSNWI20202016-4.00.00.0-12000-205920352023-12.00.00.0-12000-20590.00.0311.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-19T00:20:00.000+0000412DTW-MSN
410552018-10-05AA19805N314RH10721BOSMA13303MIAFL722719-3.00.00.0-10700-075911001020-40.00.00.0-21100-11590.00.01258.060.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-05T11:22:00.000+0000380BOS-MIA
251862019-05-18DL19790N919DN14986SRQFL10397ATLGA725723-2.00.00.0-10700-07599029108.08.00.000900-09590.00.0444.020.00.00.00.00.02019KSRQlarge_airportSarasota Bradenton International Airport30NAUSUS-FLSarasota/BradentonKSRQSRQSRQ-82.55439758300781, 27.39539909362793America/New_York2019-05-18T11:25:00.000+00002-8SRQ-ATL
410112018-10-01AA19805N941NN15370TULOK13930ORDIL546536-10.00.00.0-10001-0559744728-16.00.00.0-20700-07590.00.0585.030.00.00.00.00.02018KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2018-10-01T10:46:00.000+00001016TUL-ORD
261672019-06-16G420368257NV12223HTSWV15624VPSFL959941-18.00.00.0-20900-095910461037-9.00.00.0-11000-10590.00.0589.030.00.00.00.00.02019KHTSlarge_airportTri-State/Milton J. Ferguson Field828NAUSUS-WVHuntingtonKHTSHTSHTS-82.55799866, 38.36669922America/New_York2019-06-16T13:59:00.000+0000189HTS-VPS
412752018-12-07B620409N905JB12478JFKNY14843SJUPR13291325-4.00.00.0-11300-135918171803-14.00.00.0-11800-18590.00.01598.070.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-07T18:29:00.000+0000414JFK-SJU
251862019-05-18DL19790N105DU10721BOSMA12953LGANY700655-5.00.00.0-10700-0759830756-34.00.00.0-20800-08590.00.0184.010.00.00.00.00.02019KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2019-05-18T11:00:00.000+00004574BOS-LGA
4122372018-12-23DL19790N948AT13487MSPMN13930ORDIL15231521-2.00.00.0-11500-1559165917078.08.00.001600-16590.00.0334.020.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-23T21:23:00.000+00002-48MSP-ORD
262372019-06-23G420368246NV15412TYSTN15624VPSFL903900-3.00.00.0-10900-0959924913-11.00.00.0-10900-09590.00.0395.020.00.00.00.00.02019KTYSlarge_airportMcGhee Tyson Airport981NAUSUS-TNKnoxvilleKTYSTYSTYS-83.9940033, 35.81100082America/New_York2019-06-23T13:03:00.000+0000311TYS-VPS
4102542018-10-25AA19805N846NN13303MIAFL10397ATLGA701659-2.00.00.0-10700-07598589057.07.00.000800-08590.00.0594.030.00.00.00.00.02018KMIAlarge_airportMiami International Airport8NAUSUS-FLMiamiKMIAMIAMIA-80.29060363769531, 25.79319953918457America/New_York2018-10-25T11:01:00.000+000042-47MIA-ATL
26752019-06-07OO20304N986SW13930ORDIL11337DLHMN12501246-4.00.00.0-11200-125914321406-26.00.00.0-21400-14590.00.0397.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-07T17:50:00.000+0000426ORD-DLH
4101512018-10-15AA19805N324RA14492RDUNC13303MIAFL535531-4.00.00.0-10001-0559747732-15.00.00.0-10700-07590.00.0700.030.00.00.00.00.02018KRDUlarge_airportRaleigh Durham International Airport435NAUSUS-NCRaleigh/DurhamKRDURDURDU-78.7874984741211, 35.877601623535156America/New_York2018-10-15T09:35:00.000+0000415RDU-MIA
261452019-06-14OO20304N659BR12389ISNND13487MSPMN17451734-11.00.00.0-11700-17591938195113.013.00.001900-19590.00.0546.030.00.00.00.00.02019KISNmedium_airportSloulin Field International Airport1982NAUSUS-NDWillistonKISNISNISN-103.641998291, 48.177898407America/Chicago2019-06-14T22:45:00.000+000011-13ISN-MSP
4122412018-12-24DL19790N359DN15304TPAFL13487MSPMN14411427-14.00.00.0-11400-145917021650-12.00.00.0-11700-17590.00.01306.060.00.00.00.00.02018KTPAlarge_airportTampa International Airport26NAUSUS-FLTampaKTPATPATPA-82.533203125, 27.975500106811523America/New_York2018-12-24T19:41:00.000+00001452TPA-MSP
251862019-05-18DL19790N305DN13204MCOFL12478JFKNY11531151-2.00.00.0-11100-115914321429-3.00.00.0-11400-14590.00.0944.040.00.00.00.00.02019KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2019-05-18T15:53:00.000+000023MCO-JFK
410552018-10-05AA19805N993AN10721BOSMA11298DFWTX10091001-8.00.00.0-11000-105913261253-33.00.00.0-21300-13590.00.01562.070.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-05T14:09:00.000+0000873BOS-DFW
251862019-05-18DL19790N3761R10299ANCAK14747SEAWA15251508-17.00.00.0-21500-155919501946-4.00.00.0-11900-19590.00.01448.060.00.00.00.00.02019PANClarge_airportTed Stevens Anchorage International Airport152NAUSUS-AKAnchoragePANCANCANC-149.99600219726562, 61.174400329589844America/Anchorage2019-05-18T23:25:00.000+0000174ANC-SEA
4101732018-10-17AA19805N929AA12892LAXCA11298DFWTX17051658-7.00.00.0-11700-175922092150-19.00.00.0-22200-22590.00.01235.050.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-18T00:05:00.000+00004759LAX-DFW
251862019-05-18DL19790N925AT10397ATLGA11995GSONC14561453-3.00.00.0-11400-145916101601-9.00.00.0-11600-16590.00.0306.020.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-05-18T18:56:00.000+000039ATL-GSO
4122412018-12-24DL19790N980AT10397ATLGA11995GSONC10141009-5.00.00.0-11000-105911281112-16.00.00.0-21100-11590.00.0306.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-24T15:14:00.000+0000516ATL-GSO
25132019-05-01OO20304N178SY14831SJCCA10800BURCA19501938-12.00.00.0-11900-195920552044-11.00.00.0-12000-20590.00.0296.020.00.00.00.00.02019KSJClarge_airportNorman Y. Mineta San Jose International Airport62NAUSUS-CASan JoseKSJCSJCSJC-121.929001, 37.362598America/Los_Angeles2019-05-02T02:50:00.000+00001211SJC-BUR
410552018-10-05AA19805N974AN11298DFWTX11618EWRNJ12401239-1.00.00.0-11200-125917041656-8.00.00.0-11700-17590.00.01372.060.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-05T17:40:00.000+0000148DFW-EWR
261452019-06-14OO20304N960SW14814SHVLA11292DENCO700650-10.00.00.0-10700-0759841826-15.00.00.0-10800-08590.00.0792.040.00.00.00.00.02019KSHVmedium_airportShreveport Regional Airport258NAUSUS-LAShreveportKSHVSHVSHV-93.8256, 32.446602America/Chicago2019-06-14T12:00:00.000+00005015SHV-DEN
4122412018-12-24DL19790N376DA10693BNATN14869SLCUT17551748-7.00.00.0-11700-175920562031-25.00.00.0-22000-20590.00.01404.060.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-12-24T23:55:00.000+0000725BNA-SLC
261452019-06-14OO20304N743SK10693BNATN11292DENCO17461744-2.00.00.0-11700-17591939204364.064.01.041900-19590.00.01014.050.00.064.00.00.02019KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2019-06-14T22:46:00.000+00002-104BNA-DEN
4122412018-12-24DL19790N312US11697FLLFL10721BOSMA11351124-11.00.00.0-11100-115914541427-27.00.00.0-21400-14590.00.01237.050.00.00.00.00.02018KFLLlarge_airportFort Lauderdale Hollywood International Airport9NAUSUS-FLFort LauderdaleKFLLFLLFLL-80.152702, 26.072599America/New_York2018-12-24T16:35:00.000+00001127FLL-BOS
25722019-05-07OO20304N264SY14869SLCUT15376TUSAZ20462044-2.00.00.0-12000-2059215221564.04.00.002100-21590.00.0601.030.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-08T02:46:00.000+00002-4SLC-TUS
4122412018-12-24DL19790N592NW13487MSPMN13204MCOFL845844-1.00.00.0-10800-085913241248-36.00.00.0-21300-13590.00.01310.060.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-12-24T14:45:00.000+0000176MSP-MCO
261452019-06-14OO20304N202SY11292DENCO14683SATTX10591056-3.00.00.0-11000-105914111400-11.00.00.0-11400-14590.00.0794.040.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-14T16:59:00.000+0000311DEN-SAT
4122412018-12-24DL19790N624AG12478JFKNY14679SANCA8108100.00.00.000800-085911411121-20.00.00.0-21100-11590.00.02446.0100.00.00.00.00.02018KJFKlarge_airportJohn F Kennedy International Airport13NAUSUS-NYNew YorkKJFKJFKJFK-73.7789, 40.639801America/New_York2018-12-24T13:10:00.000+0000020JFK-SAN
261452019-06-14OO20304N869AS14679SANCA12892LAXCA17501744-6.00.00.0-11700-17591845185712.012.00.001800-18590.00.0109.010.00.00.00.00.02019KSANlarge_airportSan Diego International Airport17NAUSUS-CASan DiegoKSANSANSAN-117.190002441, 32.7336006165America/Los_Angeles2019-06-15T00:50:00.000+00006-12SAN-LAX
4103132018-10-31AA19805N863NN14107PHXAZ10721BOSMA15301526-4.00.00.0-11500-155923202300-20.00.00.0-22300-23590.00.02300.0100.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-10-31T22:30:00.000+0000420PHX-BOS
261452019-06-14OO20304N874AS12884LANMI13930ORDIL18151805-10.00.00.0-11800-185918221804-18.00.00.0-21800-18590.00.0179.010.00.00.00.00.02019KLANmedium_airportCapital City Airport861NAUSUS-MILansingKLANLANLAN-84.58740234375, 42.77870178222656America/Detroit2019-06-14T22:15:00.000+00001018LAN-ORD
4122412018-12-24DL19790N916DL13931ORFVA10397ATLGA540534-6.00.00.0-10001-0559735722-13.00.00.0-10700-07590.00.0516.030.00.00.00.00.02018KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2018-12-24T10:40:00.000+0000613ORF-ATL
251752019-05-17OO20304N213SY10849BZNMT12892LAXCA13411338-3.00.00.0-11300-135915281506-22.00.00.0-21500-15590.00.0902.040.00.00.00.00.02019KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2019-05-17T19:41:00.000+0000322BZN-LAX
4103022018-10-30AA19805N163AA12892LAXCA13930ORDIL18151808-7.00.00.0-11800-1859172350-27.00.00.0-20001-05590.00.01744.070.00.00.00.00.02018KLAXlarge_airportLos Angeles International Airport125NAUSUS-CALos AngelesKLAXLAXLAX-118.407997, 33.942501America/Los_Angeles2018-10-31T01:15:00.000+00007-2333LAX-ORD
261562019-06-15OO20304N719SK14107PHXAZ14489RDMOR20262021-5.00.00.0-12000-205922552243-12.00.00.0-12200-22590.00.0893.040.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-06-16T03:26:00.000+0000512PHX-RDM
4122522018-12-25DL19790N348NW13204MCOFL10721BOSMA19591953-6.00.00.0-11900-195922532234-19.00.00.0-22200-22590.00.01121.050.00.00.00.00.02018KMCOlarge_airportOrlando International Airport96NAUSUS-FLOrlandoKMCOMCOMCO-81.30899810791016, 28.429399490356445America/New_York2018-12-26T00:59:00.000+0000619MCO-BOS
261562019-06-15OO20304N431SW10627BISND13487MSPMN17251719-6.00.00.0-11700-175918551840-15.00.00.0-11800-18590.00.0386.020.00.00.00.00.02019KBISmedium_airportBismarck Municipal Airport1661NAUSUS-NDBismarckKBISBISBIS-100.74600219726562, 46.772701263427734America/Chicago2019-06-15T22:25:00.000+0000615BIS-MSP
4122522018-12-25DL19790N976DL10397ATLGA11267DAYOH14001357-3.00.00.0-11400-145915311523-8.00.00.0-11500-15590.00.0432.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T19:00:00.000+0000438ATL-DAY
251862019-05-18OO20304N760SK13930ORDIL10713BOIID950949-1.00.00.0-10900-095912391231-8.00.00.0-11200-12590.00.01437.060.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-05-18T14:50:00.000+000018ORD-BOI
410552018-10-05AA19805N988AL11298DFWTX13204MCOFL16541653-1.00.00.0-11600-1659203020300.00.00.002000-20590.00.0985.040.00.00.00.00.02018KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2018-10-05T21:54:00.000+000010DFW-MCO
261562019-06-15OO20304N461SW12280IDAID14869SLCUT755750-5.00.00.0-10700-0759856841-15.00.00.0-10800-08590.00.0188.010.00.00.00.00.02019KIDAmedium_airportIdaho Falls Regional Airport4744NAUSUS-IDIdaho FallsKIDAIDAIDA-112.070999, 43.514599America/Boise2019-06-15T13:55:00.000+0000515IDA-SLC
4122522018-12-25DL19790N807DN14869SLCUT14057PDXOR20302024-6.00.00.0-12000-205921422131-11.00.00.0-12100-21590.00.0630.030.00.00.00.00.02018KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2018-12-26T03:30:00.000+0000611SLC-PDX
251862019-05-18OO20304N191SY14908SNACA14831SJCCA17001646-14.00.00.0-11700-175918201800-20.00.00.0-21800-18590.00.0342.020.00.00.00.00.02019KSNAlarge_airportJohn Wayne Airport-Orange County Airport56NAUSUS-CASanta AnaKSNASNASNA-117.8679962, 33.67570114America/Los_Angeles2019-05-19T00:00:00.000+00005420SNA-SJC
4122522018-12-25DL19790N803NW14107PHXAZ10397ATLGA14201417-3.00.00.0-11400-145919531933-20.00.00.0-21900-19590.00.01587.070.00.00.00.00.02018KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2018-12-25T21:20:00.000+0000320PHX-ATL
251862019-05-18OO20304N554CA10781BTRLA10397ATLGA130013000.00.00.001300-1359153215364.04.00.001500-15590.00.0448.020.00.00.00.00.02019KBTRmedium_airportBaton Rouge Metropolitan Airport70NAUSUS-LABaton RougeKBTRBTRBTR-91.149597, 30.533199America/Chicago2019-05-18T18:00:00.000+00000-4BTR-ATL
4122522018-12-25DL19790N329NW10397ATLGA11298DFWTX162116210.00.00.001600-1659174917512.02.00.001700-17590.00.0731.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T21:21:00.000+00000-2ATL-DFW
261562019-06-15OO20304N937EV14689SBACA12892LAXCA10321030-2.00.00.0-11000-105911321129-3.00.00.0-11100-11590.00.089.010.00.00.00.00.02019KSBAmedium_airportSanta Barbara Municipal Airport13NAUSUS-CASanta BarbaraKSBASBASBA-119.8399963, 34.42620087America/Los_Angeles2019-06-15T17:32:00.000+000023SBA-LAX
4122522018-12-25DL19790N684DA10397ATLGA11697FLLFL13001255-5.00.00.0-11300-135914471427-20.00.00.0-21400-14590.00.0581.030.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T18:00:00.000+00004520ATL-FLL
261562019-06-15OO20304N203SY11292DENCO12441JACWY805758-7.00.00.0-10800-08599379381.01.00.000900-09590.00.0406.020.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-06-15T14:05:00.000+000047-1DEN-JAC
4102432018-10-24DL19790N960AT14057PDXOR14747SEAWA600559-1.00.00.0-10600-0659704651-13.00.00.0-10700-07590.00.0129.010.00.00.00.00.02018KPDXlarge_airportPortland International Airport31NAUSUS-ORPortlandKPDXPDXPDX-122.5979996, 45.58869934America/Los_Angeles2018-10-24T13:00:00.000+00004153PDX-SEA
251862019-05-18OO20304N154SY11292DENCO11503EGECO20222020-2.00.00.0-12000-205921172102-15.00.00.0-12100-21590.00.0120.010.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-19T02:22:00.000+0000215DEN-EGE
4102432018-10-24DL19790N837DN13198MCIMO10397ATLGA18461839-7.00.00.0-11800-185921452122-23.00.00.0-22100-21590.00.0692.030.00.00.00.00.02018KMCIlarge_airportKansas City International Airport1026NAUSUS-MOKansas CityKMCIMCIMCI-94.713898, 39.2976America/Chicago2018-10-24T23:46:00.000+0000723MCI-ATL
251862019-05-18OO20304N939SW11109COSCO11292DENCO740737-3.00.00.0-10700-0759839838-1.00.00.0-10800-08590.00.073.010.00.00.00.00.02019KCOSlarge_airportCity of Colorado Springs Municipal Airport6187NAUSUS-COColorado SpringsKCOSCOSCOS-104.700996, 38.805801America/Denver2019-05-18T13:40:00.000+000031COS-DEN
4102432018-10-24DL19790N982DL10397ATLGA10693BNATN11561153-3.00.00.0-11100-115912001154-6.00.00.0-11200-12590.00.0214.010.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-24T15:56:00.000+0000346ATL-BNA
251862019-05-18OO20304N206SY11292DENCO11109COSCO18501849-1.00.00.0-11800-185919421930-12.00.00.0-11900-19590.00.073.010.00.00.00.00.02019KDENlarge_airportDenver International Airport5431NAUSUS-CODenverKDENDENDEN-104.672996521, 39.861698150635America/Denver2019-05-19T00:50:00.000+0000112DEN-COS
4102432018-10-24DL19790N323DN10721BOSMA10397ATLGA815814-1.00.00.0-10800-0859105711003.03.00.001000-10590.00.0946.040.00.00.00.00.02018KBOSlarge_airportGeneral Edward Lawrence Logan International Airport20NAUSUS-MABostonKBOSBOSBOS-71.00520325, 42.36429977America/New_York2018-10-24T12:15:00.000+00001-43BOS-ATL
251862019-05-18OO20304N153SY14004PAEWA11292DENCO600553-7.00.00.0-10600-0659948936-12.00.00.0-10900-09590.00.01036.050.00.00.00.00.02019KPAEmedium_airportSnohomish County (Paine Field) Airport606NAUSUS-WAEverettKPAEPAEPAE-122.2819977, 47.90629959America/Los_Angeles2019-05-18T13:00:00.000+00004712PAE-DEN
4122522018-12-25DL19790N845DN10397ATLGA12451JAXFL15071506-1.00.00.0-11500-155916161606-10.00.00.0-11600-16590.00.0270.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-12-25T20:07:00.000+0000110ATL-JAX
261672019-06-16OO20304N755SK11823FWAIN11298DFWTX759752-7.00.00.0-10700-07599339396.06.00.000900-09590.00.0859.040.00.00.00.00.02019KFWAlarge_airportFort Wayne International Airport814NAUSUS-INFort WayneKFWAFWAFWA-85.19509888, 40.97850037America/New_York2019-06-16T11:59:00.000+00007-6FWA-DFW
4122522018-12-25DL19790N365NW11278DCAVA10397ATLGA1000958-2.00.00.0-11000-105911551146-9.00.00.0-11100-11590.00.0547.030.00.00.00.00.02018KDCAlarge_airportRonald Reagan Washington National Airport15NAUSUS-DCWashingtonKDCADCADCA-77.037697, 38.8521America/New_York2018-12-25T15:00:00.000+0000429DCA-ATL
251972019-05-19OO20304N740SK11298DFWTX14588ROWNM22192217-2.00.00.0-12200-225923002250-10.00.00.0-12300-23590.00.0435.020.00.00.00.00.02019KDFWlarge_airportDallas Fort Worth International Airport607NAUSUS-TXDallas-Fort WorthKDFWDFWDFW-97.038002, 32.896801America/Chicago2019-05-20T03:19:00.000+0000250DFW-ROW
4102432018-10-24DL19790N962DN10693BNATN11433DTWMI615610-5.00.00.0-10600-0659858851-7.00.00.0-10800-08590.00.0456.020.00.00.00.00.02018KBNAlarge_airportNashville International Airport599NAUSUS-TNNashvilleKBNABNABNA-86.6781997680664, 36.1245002746582America/Chicago2018-10-24T11:15:00.000+000057BNA-DTW
261672019-06-16OO20304N898SK13485MSNWI11433DTWMI13111307-4.00.00.0-11300-135915321521-11.00.00.0-11500-15590.00.0311.020.00.00.00.00.02019KMSNlarge_airportDane County Regional Truax Field887NAUSUS-WIMadisonKMSNMSNMSN-89.3375015258789, 43.13990020751953America/Chicago2019-06-16T18:11:00.000+0000411MSN-DTW
4102432018-10-24DL19790N894DN14771SFOCA13487MSPMN610602-8.00.00.0-10600-065911561135-21.00.00.0-21100-11590.00.01589.070.00.00.00.00.02018KSFOlarge_airportSan Francisco International Airport13NAUSUS-CASan FranciscoKSFOSFOSFO-122.375, 37.61899948120117America/Los_Angeles2018-10-24T13:10:00.000+0000821SFO-MSP
251972019-05-19OO20304N685BR15607VLDGA10397ATLGA11391134-5.00.00.0-11100-115912591241-18.00.00.0-21200-12590.00.0208.010.00.00.00.00.02019KVLDmedium_airportValdosta Regional Airport203NAUSUS-GAValdostaKVLDVLDVLD-83.27670288085938, 30.782499313354492America/New_York2019-05-19T15:39:00.000+0000518VLD-ATL
4102432018-10-24DL19790N919DN13487MSPMN11292DENCO19451939-6.00.00.0-11900-195921032034-29.00.00.0-22100-21590.00.0680.030.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-25T00:45:00.000+0000669MSP-DEN
263072019-06-30DL19790N366NW14107PHXAZ14747SEAWA18561853-3.00.00.0-11800-185922012142-19.00.00.0-22200-22590.00.01107.050.00.00.00.00.02019KPHXlarge_airportPhoenix Sky Harbor International Airport1135NAUSUS-AZPhoenixKPHXPHXPHX-112.01200103759766, 33.43429946899414America/Phoenix2019-07-01T01:56:00.000+0000359PHX-SEA
4102432018-10-24DL19790N919DN13487MSPMN10140ABQNM11451141-4.00.00.0-11100-115913371319-18.00.00.0-21300-13590.00.0981.040.00.00.00.00.02018KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2018-10-24T16:45:00.000+0000418MSP-ABQ
251972019-05-19OO20304N920EV11433DTWMI12397ITHNY10571050-7.00.00.0-11000-105912181204-14.00.00.0-11200-12590.00.0353.020.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-05-19T14:57:00.000+0000714DTW-ITH
410552018-10-05EV20366N2513414524RICVA11618EWRNJ191519150.00.00.001900-1959204520505.05.00.002000-20590.00.0277.020.00.00.00.00.02018KRIClarge_airportRichmond International Airport167NAUSUS-VARichmondKRICRICRIC-77.3197021484375, 37.50519943237305America/New_York2018-10-05T23:15:00.000+00000-5RIC-EWR
251972019-05-19OO20304N263SY15376TUSAZ12892LAXCA700654-6.00.00.0-10700-0759900839-21.00.00.0-20900-09590.00.0451.020.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-05-19T14:00:00.000+00004661TUS-LAX
4102432018-10-24DL19790N894AT11433DTWMI14576ROCNY22002157-3.00.00.0-12200-225923112301-10.00.00.0-12300-23590.00.0296.020.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-25T02:00:00.000+00004310DTW-ROC
251972019-05-19OO20304N259SY14869SLCUT12954LGBCA8358350.00.00.000800-08599409477.07.00.000900-09590.00.0588.030.00.00.00.00.02019KSLClarge_airportSalt Lake City International Airport4227NAUSUS-UTSalt Lake CityKSLCSLCSLC-111.97799682617188, 40.78839874267578America/Denver2019-05-19T14:35:00.000+00000-7SLC-LGB
4102432018-10-24DL19790N886DN11433DTWMI14747SEAWA845844-1.00.00.0-10800-085910571028-29.00.00.0-21000-10590.00.01927.080.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-24T12:45:00.000+0000129DTW-SEA
263072019-06-30DL19790N968AT13487MSPMN11057CLTNC13141312-2.00.00.0-11300-13591643170320.020.01.011600-16590.00.0930.040.00.020.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-30T18:14:00.000+00002-60MSP-CLT
410442018-10-04EV20366N1119213930ORDIL15370TULOK130513050.00.00.001300-135915081455-13.00.00.0-11500-15590.00.0585.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-04T18:05:00.000+0000053ORD-TUL
26162019-06-01DL19790N977AT13930ORDIL13487MSPMN910902-8.00.00.0-10900-095910391026-13.00.00.0-11000-10590.00.0334.020.00.00.00.00.02019KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2019-06-01T14:10:00.000+0000813ORD-MSP
4102542018-10-25DL19790N357NW10397ATLGA12945LEXKY20462044-2.00.00.0-12000-205921542142-12.00.00.0-12100-21590.00.0304.020.00.00.00.00.02018KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2018-10-26T00:46:00.000+0000212ATL-LEX
26162019-06-01DL19790N892AT10397ATLGA11618EWRNJ150215020.00.00.001500-155917161705-11.00.00.0-11700-17590.00.0746.030.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-01T19:02:00.000+0000011ATL-EWR
4102542018-10-25DL19790N929AT14635RSWFL11193CVGKY13521338-14.00.00.0-11300-135916151552-23.00.00.0-21600-16590.00.0879.040.00.00.00.00.02018KRSWlarge_airportSouthwest Florida International Airport30NAUSUS-FLFort MyersKRSWRSWRSW-81.75520324707031, 26.53619956970215America/New_York2018-10-25T17:52:00.000+00001463RSW-CVG
26162019-06-01DL19790N349DX10849BZNMT13487MSPMN600558-2.00.00.0-10600-0659916909-7.00.00.0-10900-09590.00.0874.040.00.00.00.00.02019KBZNmedium_airportGallatin Field4473NAUSUS-MTBozemanKBZNBZNBZN-111.1529999, 45.77750015America/Denver2019-06-01T12:00:00.000+0000427BZN-MSP
4102542018-10-25DL19790N943DN13342MKEWI11433DTWMI12571255-2.00.00.0-11200-125915101500-10.00.00.0-11500-15590.00.0237.010.00.00.00.00.02018KMKElarge_airportGeneral Mitchell International Airport723NAUSUS-WIMilwaukeeKMKEMKEMKE-87.89659881591797, 42.947200775146484America/Chicago2018-10-25T17:57:00.000+0000210MKE-DTW
26162019-06-01DL19790N935AT10397ATLGA10431AVLNC12451242-3.00.00.0-11200-125913401331-9.00.00.0-11300-13590.00.0164.010.00.00.00.00.02019KATLlarge_airportHartsfield Jackson Atlanta International Airport1026NAUSUS-GAAtlantaKATLATLATL-84.428101, 33.6367America/New_York2019-06-01T16:45:00.000+000039ATL-AVL
4102652018-10-26EV20366N1057511042CLEOH11278DCAVA12331227-6.00.00.0-11200-125913571338-19.00.00.0-21300-13590.00.0310.020.00.00.00.00.02018KCLElarge_airportCleveland Hopkins International Airport791NAUSUS-OHClevelandKCLECLECLE-81.8498001099, 41.4117012024America/New_York2018-10-26T16:33:00.000+0000619CLE-DCA
252452019-05-24OO20304N177SY11259DALTX14771SFOCA905859-6.00.00.0-10900-0959110511116.06.00.001100-11590.00.01476.060.00.00.00.00.02019KDALlarge_airportDallas Love Field487NAUSUS-TXDallasKDALDALDAL-96.851799, 32.847099America/Chicago2019-05-24T14:05:00.000+000046-6DAL-SFO
410552018-10-05EV20366N2654512266IAHTX12896LBBTX14351431-4.00.00.0-11400-145916181612-6.00.00.0-11600-16590.00.0458.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-05T19:35:00.000+000046IAH-LBB
251162019-05-11OO20304N726SK15376TUSAZ12892LAXCA601556-5.00.00.0-10600-0659749743-6.00.00.0-10700-07590.00.0451.020.00.00.00.00.02019KTUSlarge_airportTucson International Airport / Morris Air National Guard Base2643NAUSUS-AZTucsonKTUSTUSTUS-110.938053, 32.115004America/Phoenix2019-05-11T13:01:00.000+0000456TUS-LAX
4101472018-10-14EV20366N2991712266IAHTX12896LBBTX14351433-2.00.00.0-11400-1459161816202.02.00.001600-16590.00.0458.020.00.00.00.00.02018KIAHlarge_airportGeorge Bush Intercontinental Houston Airport97NAUSUS-TXHoustonKIAHIAHIAH-95.34140014648438, 29.984399795532227America/Chicago2018-10-14T19:35:00.000+00002-2IAH-LBB
26272019-06-02DL19790N341NB13487MSPMN13198MCIMO13281321-7.00.00.0-11300-135914551444-11.00.00.0-11400-14590.00.0393.020.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-06-02T18:28:00.000+0000711MSP-MCI
4102322018-10-23EV20366N1655911618EWRNJ14524RICVA17151710-5.00.00.0-11700-1759184518450.00.00.001800-18590.00.0277.020.00.00.00.00.02018KEWRlarge_airportNewark Liberty International Airport18NAUSUS-NJNewarkKEWREWREWR-74.168701171875, 40.692501068115234America/New_York2018-10-23T21:15:00.000+000050EWR-RIC
251162019-05-11OO20304N606SK13232MDWIL11433DTWMI170017000.00.00.001700-175919121902-10.00.00.0-11900-19590.00.0228.010.00.00.00.00.02019KMDWlarge_airportChicago Midway International Airport620NAUSUS-ILChicagoKMDWMDWMDW-87.752403, 41.785999America/Chicago2019-05-11T22:00:00.000+0000010MDW-DTW
4102652018-10-26EV20366N1491615370TULOK12266IAHTX18501840-10.00.00.0-11800-185920261959-27.00.00.0-22000-20590.00.0429.020.00.00.00.00.02018KTULlarge_airportTulsa International Airport677NAUSUS-OKTulsaKTULTULTUL-95.88809967041016, 36.19839859008789America/Chicago2018-10-26T23:50:00.000+00001067TUL-IAH
251162019-05-11OO20304N457SW10408ATWWI13487MSPMN14511445-6.00.00.0-11400-145916071547-20.00.00.0-21600-16590.00.0236.010.00.00.00.00.02019KATWsmall_airportAppleton International Airport918NAUSUS-WIAppletonKATWATWATW-88.5190963745, 44.258098602299995America/Chicago2019-05-11T19:51:00.000+0000660ATW-MSP
4102542018-10-25DL19790N308DN11433DTWMI13487MSPMN13521349-3.00.00.0-11300-135914421432-10.00.00.0-11400-14590.00.0528.030.00.00.00.00.02018KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2018-10-25T17:52:00.000+0000310DTW-MSP
26272019-06-02DL19790N815DN11433DTWMI14771SFOCA12251222-3.00.00.0-11200-125914341428-6.00.00.0-11400-14590.00.02079.090.00.00.00.00.02019KDTWlarge_airportDetroit Metropolitan Wayne County Airport645NAUSUS-MIDetroitKDTWDTWDTW-83.35340118408203, 42.212398529052734America/New_York2019-06-02T16:25:00.000+000036DTW-SFO
4101842018-10-18EV20366N1119210185AEXLA12266IAHTX16101607-3.00.00.0-11600-16591721173615.015.01.011700-17590.00.0190.010.00.015.00.00.02018KAEXmedium_airportAlexandria International Airport89NAUSUS-LAAlexandriaKAEXAEXAEX-92.54979705810547, 31.32740020751953America/Chicago2018-10-18T21:10:00.000+00003-15AEX-IAH
26272019-06-02DL19790N852DN10821BWIMD11433DTWMI941940-1.00.00.0-10900-0959111211131.01.00.001100-11590.00.0409.020.00.00.00.00.02019KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2019-06-02T13:41:00.000+00001-1BWI-DTW
4102542018-10-25DL19790N361DN10821BWIMD11433DTWMI600557-3.00.00.0-10600-0659738729-9.00.00.0-10700-07590.00.0409.020.00.00.00.00.02018KBWIlarge_airportBaltimore/Washington International Thurgood Marshall Airport146NAUSUS-MDBaltimoreKBWIBWIBWI-76.668297, 39.1754America/New_York2018-10-25T10:00:00.000+0000439BWI-DTW
251162019-05-11YV20378N502MJ13931ORFVA12264IADVA14451433-12.00.00.0-11400-145915441525-19.00.00.0-21500-15590.00.0157.010.00.00.00.00.02019KORFlarge_airportNorfolk International Airport26NAUSUS-VANorfolkKORFORFORF-76.20120239257812, 36.89459991455078America/New_York2019-05-11T18:45:00.000+00001219ORF-IAD
410922018-10-09EV20366N903EV13930ORDIL12278ICTKS21052102-3.00.00.0-12100-21592307232013.013.00.002300-23590.00.0588.030.00.00.00.00.02018KORDlarge_airportChicago O'Hare International Airport672NAUSUS-ILChicagoKORDORDORD-87.9048, 41.9786America/Chicago2018-10-10T02:05:00.000+00003-13ORD-ICT
251422019-05-14YV20378N8830113487MSPMN12266IAHTX800754-6.00.00.0-10800-085911101024-46.00.00.0-21100-11590.00.01034.050.00.00.00.00.02019KMSPlarge_airportMinneapolis-St Paul International/Wold-Chamberlain Airport841NAUSUS-MNMinneapolisKMSPMSPMSP-93.221802, 44.882America/Chicago2019-05-14T13:00:00.000+00004686MSP-IAH
4101512018-10-15EV20366N854AS12278ICTKS13930ORDIL800759-1.00.00.0-10800-0859959101617.017.01.010900-09590.00.0588.030.00.017.00.00.02018KICTlarge_airportWichita Eisenhower National Airport1333NAUSUS-KSWichitaKICTICTICT-97.433098, 37.649899America/Chicago2018-10-15T13:00:00.000+000041-57ICT-ORD
Showing the first 1000 rows.
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2,5,18,6,"2019-05-18","UA",19977,"N15710",11057,"CLT","NC",11618,"EWR","NJ",710,710,0,0,0,0,"0700-0759",859,900,1,1,0,0,"0800-0859",0,0,529,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-18T11:10:00.000+0000",0,-41,"CLT-EWR"],[4,10,20,6,"2018-10-20","B6",20409,"N284JB",12478,"JFK","NY",14576,"ROC","NY",820,814,-6,0,0,-1,"0800-0859",941,927,-14,0,0,-1,"0900-0959",0,0,264,2,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-20T12:20:00.000+0000",6,14,"JFK-ROC"],[2,5,18,6,"2019-05-18","UA",19977,"N37471",12266,"IAH","TX",13198,"MCI","MO",2005,2004,-1,0,0,-1,"2000-2059",2203,2256,53,53,1,3,"2200-2259",0,0,643,3,0,0,53,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-19T01:05:00.000+0000",1,-53,"IAH-MCI"],[4,10,30,2,"2018-10-30","B6",20409,"N506JB",14843,"SJU","PR",10529,"BDL","CT",1233,1230,-3,0,0,-1,"1200-1259",1634,1623,-11,0,0,-1,"1600-1659",0,0,1666,7,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-10-30T16:33:00.000+0000",3,11,"SJU-BDL"],[2,6,6,4,"2019-06-06","YX",20452,"N357FC",11433,"DTW","MI",12945,"LEX","KY",1217,1215,-2,0,0,-1,"1200-1259",1331,1322,-9,0,0,-1,"1300-1359",0,0,296,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-06T16:17:00.000+0000",2,9,"DTW-LEX"],[4,10,30,2,"2018-10-30","B6",20409,"N606JB",12478,"JFK","NY",12191,"HOU","TX",1420,1412,-8,0,0,-1,"1400-1459",1724,1649,-35,0,0,-2,"1700-1759",0,0,1428,6,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-30T18:20:00.000+0000",8,75,"JFK-HOU"],[2,6,6,4,"2019-06-06","YX",20452,"N870RW",12953,"LGA","NY",10792,"BUF","NY",2155,2154,-1,0,0,-1,"2100-2159",2323,2328,5,5,0,0,"2300-2359",0,0,292,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-07T01:55:00.000+0000",1,-5,"LGA-BUF"],[4,10,30,2,"2018-10-30","B6",20409,"N775JB",12954,"LGB","CA",14831,"SJC","CA",650,640,-10,0,0,-1,"0600-0659",810,807,-3,0,0,-1,"0800-0859",0,0,324,2,0,0,0,0,0,2018,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2018-10-30T13:50:00.000+0000",10,3,"LGB-SJC"],[2,6,7,5,"2019-06-07","YX",20452,"N205JQ",12953,"LGA","NY",11057,"CLT","NC",630,629,-1,0,0,-1,"0600-0659",837,832,-5,0,0,-1,"0800-0859",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-07T10:30:00.000+0000",1,5,"LGA-CLT"],[4,10,31,3,"2018-10-31","B6",20409,"N594JB",12954,"LGB","CA",12478,"JFK","NY",2050,2047,-3,0,0,-1,"2000-2059",459,449,-10,0,0,-1,"0001-0559",0,0,2465,10,0,0,0,0,0,2018,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2018-11-01T03:50:00.000+0000",3,10,"LGB-JFK"],[2,6,7,5,"2019-06-07","YX",20452,"N210JQ",15016,"STL","MO",12953,"LGA","NY",600,556,-4,0,0,-1,"0600-0659",937,922,-15,0,0,-1,"0900-0959",0,0,888,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-07T11:00:00.000+0000",44,15,"STL-LGA"],[4,10,18,4,"2018-10-18","DL",19790,"N896AT",10721,"BOS","MA",12953,"LGA","NY",630,630,0,0,0,0,"0600-0659",752,734,-18,0,0,-2,"0700-0759",0,0,184,1,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-18T10:30:00.000+0000",0,18,"BOS-LGA"],[2,5,18,6,"2019-05-18","UA",19977,"N495UA",11292,"DEN","CO",11433,"DTW","MI",1057,1051,-6,0,0,-1,"1000-1059",1543,1536,-7,0,0,-1,"1500-1559",0,0,1123,5,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-18T16:57:00.000+0000",6,7,"DEN-DTW"],[4,10,18,4,"2018-10-18","DL",19790,"N903DE",15624,"VPS","FL",10397,"ATL","GA",1034,1029,-5,0,0,-1,"1000-1059",1249,1240,-9,0,0,-1,"1200-1259",0,0,250,2,0,0,0,0,0,2018,"KVPS","large_airport","Destin-Ft Walton Beach Airport",87,"NA","US","US-FL","Valparaiso","KVPS","VPS","VPS","-86.525398, 30.4832","America/Chicago","2018-10-18T15:34:00.000+0000",5,9,"VPS-ATL"],[2,5,18,6,"2019-05-18","UA",19977,"N74007",11618,"EWR","NJ",12266,"IAH","TX",1745,1744,-1,0,0,-1,"1700-1759",2032,2020,-12,0,0,-1,"2000-2059",0,0,1400,6,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-18T21:45:00.000+0000",1,12,"EWR-IAH"],[4,10,18,4,"2018-10-18","DL",19790,"N344NW",10423,"AUS","TX",13487,"MSP","MN",610,606,-4,0,0,-1,"0600-0659",851,839,-12,0,0,-1,"0800-0859",0,0,1042,5,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-18T11:10:00.000+0000",4,12,"AUS-MSP"],[2,6,12,3,"2019-06-12","YX",20452,"N809MD",10721,"BOS","MA",10792,"BUF","NY",1515,1512,-3,0,0,-1,"1500-1559",1659,1652,-7,0,0,-1,"1600-1659",0,0,395,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-12T19:15:00.000+0000",3,7,"BOS-BUF"],[4,12,20,4,"2018-12-20","UA",19977,"N37504",12892,"LAX","CA",12266,"IAH","TX",600,554,-6,0,0,-1,"0600-0659",1113,1103,-10,0,0,-1,"1100-1159",0,0,1379,6,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-20T14:00:00.000+0000",46,10,"LAX-IAH"],[2,6,12,3,"2019-06-12","YX",20452,"N869RW",10721,"BOS","MA",12451,"JAX","FL",1410,1406,-4,0,0,-1,"1400-1459",1707,1733,26,26,1,1,"1700-1759",0,0,1010,5,0,0,26,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-12T18:10:00.000+0000",4,-26,"BOS-JAX"],[4,10,18,4,"2018-10-18","DL",19790,"N555NW",13487,"MSP","MN",13342,"MKE","WI",1245,1243,-2,0,0,-1,"1200-1259",1356,1345,-11,0,0,-1,"1300-1359",0,0,297,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T17:45:00.000+0000",2,11,"MSP-MKE"],[2,6,12,3,"2019-06-12","YX",20452,"N821MD",11066,"CMH","OH",12953,"LGA","NY",1915,1904,-11,0,0,-1,"1900-1959",2100,2043,-17,0,0,-2,"2100-2159",0,0,479,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-12T23:15:00.000+0000",11,57,"CMH-LGA"],[4,10,18,4,"2018-10-18","DL",19790,"N318NB",11433,"DTW","MI",15016,"STL","MO",1533,1529,-4,0,0,-1,"1500-1559",1608,1600,-8,0,0,-1,"1600-1659",0,0,440,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-18T19:33:00.000+0000",4,8,"DTW-STL"],[2,5,17,5,"2019-05-17","UA",19977,"N73256",13930,"ORD","IL",13485,"MSN","WI",1425,1421,-4,0,0,-1,"1400-1459",1517,1520,3,3,0,0,"1500-1559",0,0,109,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-17T19:25:00.000+0000",4,-3,"ORD-MSN"],[4,12,20,4,"2018-12-20","UA",19977,"N36476",12173,"HNL","HI",14771,"SFO","CA",1310,1300,-10,0,0,-1,"1300-1359",2011,2009,-2,0,0,-1,"2000-2059",0,0,2398,10,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-20T23:10:00.000+0000",10,2,"HNL-SFO"],[2,5,17,5,"2019-05-17","UA",19977,"N445UA",12266,"IAH","TX",14683,"SAT","TX",1420,1419,-1,0,0,-1,"1400-1459",1523,1517,-6,0,0,-1,"1500-1559",0,0,191,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-17T19:20:00.000+0000",1,6,"IAH-SAT"],[4,10,18,4,"2018-10-18","DL",19790,"N930DN",13487,"MSP","MN",14100,"PHL","PA",2030,2026,-4,0,0,-1,"2000-2059",2355,2347,-8,0,0,-1,"2300-2359",0,0,980,4,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-19T01:30:00.000+0000",4,8,"MSP-PHL"],[2,6,17,1,"2019-06-17","YX",20452,"N201JQ",11066,"CMH","OH",12478,"JFK","NY",1725,1722,-3,0,0,-1,"1700-1759",1935,1913,-22,0,0,-2,"1900-1959",0,0,483,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-17T21:25:00.000+0000",3,22,"CMH-JFK"],[4,12,20,4,"2018-12-20","UA",19977,"N36207",10721,"BOS","MA",12266,"IAH","TX",715,711,-4,0,0,-1,"0700-0759",1043,1038,-5,0,0,-1,"1000-1059",0,0,1597,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-20T12:15:00.000+0000",4,5,"BOS-IAH"],[2,5,17,5,"2019-05-17","UA",19977,"N23707",13930,"ORD","IL",11278,"DCA","VA",600,555,-5,0,0,-1,"0600-0659",846,827,-19,0,0,-2,"0800-0859",0,0,612,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-17T11:00:00.000+0000",45,19,"ORD-DCA"],[4,12,16,7,"2018-12-16","UA",19977,"N38451",11292,"DEN","CO",10423,"AUS","TX",2035,2033,-2,0,0,-1,"2000-2059",2340,2326,-14,0,0,-1,"2300-2359",0,0,775,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-17T03:35:00.000+0000",2,14,"DEN-AUS"],[2,6,25,2,"2019-06-25","HA",19690,"N381HA",14679,"SAN","CA",12173,"HNL","HI",920,918,-2,0,0,-1,"0900-0959",1235,1250,15,15,1,1,"1200-1259",0,0,2614,11,15,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-25T16:20:00.000+0000",2,-15,"SAN-HNL"],[4,10,19,5,"2018-10-19","DL",19790,"N915AT",14635,"RSW","FL",11193,"CVG","KY",1352,1337,-15,0,0,-1,"1300-1359",1615,1549,-26,0,0,-2,"1600-1659",0,0,879,4,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-19T17:52:00.000+0000",15,66,"RSW-CVG"],[2,6,1,6,"2019-06-01","HA",19690,"N214HA",13830,"OGG","HI",14057,"PDX","OR",1035,1028,-7,0,0,-1,"1000-1059",1905,1856,-9,0,0,-1,"1900-1959",0,0,2562,11,0,0,0,0,0,2019,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2019-06-01T20:35:00.000+0000",7,49,"OGG-PDX"],[4,12,16,7,"2018-12-16","UA",19977,"N67845",15304,"TPA","FL",11618,"EWR","NJ",610,607,-3,0,0,-1,"0600-0659",840,827,-13,0,0,-1,"0800-0859",0,0,997,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-16T11:10:00.000+0000",3,13,"TPA-EWR"],[2,6,6,4,"2019-06-06","HA",19690,"N205HA",12982,"LIH","HI",12892,"LAX","CA",1245,1239,-6,0,0,-1,"1200-1259",2130,2129,-1,0,0,-1,"2100-2159",0,0,2615,11,0,0,0,0,0,2019,"PHLI","medium_airport","Lihue Airport",153,"NA","US","US-HI","Lihue","PHLI","LIH","LIH","-159.33900451660156, 21.97599983215332","Pacific/Honolulu","2019-06-06T22:45:00.000+0000",6,1,"LIH-LAX"],[4,10,19,5,"2018-10-19","DL",19790,"N974DL",10397,"ATL","GA",12217,"HSV","AL",859,855,-4,0,0,-1,"0800-0859",853,838,-15,0,0,-1,"0800-0859",0,0,151,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-19T12:59:00.000+0000",4,15,"ATL-HSV"],[2,5,16,4,"2019-05-16","UA",19977,"N441UA",11618,"EWR","NJ",11697,"FLL","FL",1400,1356,-4,0,0,-1,"1400-1459",1657,1641,-16,0,0,-2,"1600-1659",0,0,1065,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-16T18:00:00.000+0000",44,16,"EWR-FLL"],[4,12,16,7,"2018-12-16","UA",19977,"N37427",10721,"BOS","MA",13930,"ORD","IL",1500,1455,-5,0,0,-1,"1500-1559",1642,1620,-22,0,0,-2,"1600-1659",0,0,867,4,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-16T20:00:00.000+0000",45,22,"BOS-ORD"],[2,6,9,7,"2019-06-09","HA",19690,"N218HA",12173,"HNL","HI",12954,"LGB","CA",1225,1225,0,0,0,0,"1200-1259",2100,2056,-4,0,0,-1,"2100-2159",0,0,2569,11,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-06-09T22:25:00.000+0000",0,44,"HNL-LGB"],[4,12,16,7,"2018-12-16","UA",19977,"N853UA",14685,"SAV","GA",13930,"ORD","IL",1245,1240,-5,0,0,-1,"1200-1259",1406,1357,-9,0,0,-1,"1400-1459",0,0,773,4,0,0,0,0,0,2018,"KSAV","large_airport","Savannah Hilton Head International Airport",50,"NA","US","US-GA","Savannah","KSAV","SAV","SAV","-81.20210266, 32.12760162","America/New_York","2018-12-16T17:45:00.000+0000",5,49,"SAV-ORD"],[2,6,23,7,"2019-06-23","HA",19690,"N361HA",10721,"BOS","MA",12173,"HNL","HI",920,913,-7,0,0,-1,"0900-0959",1420,1424,4,4,0,0,"1400-1459",0,0,5095,11,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-23T13:20:00.000+0000",7,-4,"BOS-HNL"],[4,10,19,5,"2018-10-19","DL",19790,"N676DL",14635,"RSW","FL",10397,"ATL","GA",1659,1653,-6,0,0,-1,"1600-1659",1845,1834,-11,0,0,-1,"1800-1859",0,0,515,3,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-19T20:59:00.000+0000",6,11,"RSW-ATL"],[2,6,26,3,"2019-06-26","HA",19690,"N477HA",12173,"HNL","HI",12402,"ITO","HI",500,457,-3,0,0,-1,"0001-0559",550,553,3,3,0,0,"0001-0559",0,0,216,1,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-06-26T15:00:00.000+0000",43,-3,"HNL-ITO"],[4,12,16,7,"2018-12-16","UA",19977,"N14121",12892,"LAX","CA",10721,"BOS","MA",820,812,-8,0,0,-1,"0800-0859",1644,1644,0,0,0,0,"1600-1659",0,0,2611,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-16T16:20:00.000+0000",8,0,"LAX-BOS"],[2,5,16,4,"2019-05-16","UA",19977,"N74856",11292,"DEN","CO",13930,"ORD","IL",1850,1849,-1,0,0,-1,"1800-1859",2207,2215,8,8,0,0,"2200-2259",0,0,888,4,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-17T00:50:00.000+0000",1,-8,"DEN-ORD"],[4,10,19,5,"2018-10-19","DL",19790,"N3741S",10721,"BOS","MA",12892,"LAX","CA",1550,1550,0,0,0,0,"1500-1559",1920,1945,25,25,1,1,"1900-1959",0,0,2611,11,0,0,25,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-19T19:50:00.000+0000",0,-25,"BOS-LAX"],[2,5,4,6,"2019-05-04","UA",19977,"N62889",11292,"DEN","CO",14107,"PHX","AZ",1540,1535,-5,0,0,-1,"1500-1559",1634,1623,-11,0,0,-1,"1600-1659",0,0,602,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-04T21:40:00.000+0000",5,11,"DEN-PHX"],[4,12,16,7,"2018-12-16","UA",19977,"N809UA",10693,"BNA","TN",12264,"IAD","VA",1847,1837,-10,0,0,-1,"1800-1859",2118,2112,-6,0,0,-1,"2100-2159",0,0,542,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-17T00:47:00.000+0000",10,6,"BNA-IAD"],[2,6,22,6,"2019-06-22","HA",19690,"N488HA",12982,"LIH","HI",12173,"HNL","HI",714,710,-4,0,0,-1,"0700-0759",750,751,1,1,0,0,"0700-0759",0,0,102,1,0,0,0,0,0,2019,"PHLI","medium_airport","Lihue Airport",153,"NA","US","US-HI","Lihue","PHLI","LIH","LIH","-159.33900451660156, 21.97599983215332","Pacific/Honolulu","2019-06-22T17:14:00.000+0000",4,-1,"LIH-HNL"],[4,12,16,7,"2018-12-16","UA",19977,"N13248",14679,"SAN","CA",13930,"ORD","IL",1059,1050,-9,0,0,-1,"1000-1059",1658,1638,-20,0,0,-2,"1600-1659",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-16T18:59:00.000+0000",9,20,"SAN-ORD"],[2,6,4,2,"2019-06-04","HA",19690,"N489HA",12402,"ITO","HI",12173,"HNL","HI",730,727,-3,0,0,-1,"0700-0759",823,830,7,7,0,0,"0800-0859",0,0,216,1,0,0,0,0,0,2019,"PHTO","medium_airport","Hilo International Airport",38,"NA","US","US-HI","Hilo","PHTO","ITO","ITO","-155.04800415039062, 19.721399307250977","Pacific/Honolulu","2019-06-04T17:30:00.000+0000",3,-7,"ITO-HNL"],[4,10,11,4,"2018-10-11","DL",19790,"N968AT",12892,"LAX","CA",11292,"DEN","CO",1935,1930,-5,0,0,-1,"1900-1959",2302,2237,-25,0,0,-2,"2300-2359",0,0,862,4,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-12T02:35:00.000+0000",5,65,"LAX-DEN"],[2,5,4,6,"2019-05-04","UA",19977,"N69888",12889,"LAS","NV",14771,"SFO","CA",1237,1223,-14,0,0,-1,"1200-1259",1418,1358,-20,0,0,-2,"1400-1459",0,0,414,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-04T19:37:00.000+0000",14,60,"LAS-SFO"],[4,10,11,4,"2018-10-11","DL",19790,"N541US",12892,"LAX","CA",10397,"ATL","GA",535,531,-4,0,0,-1,"0001-0559",1244,1239,-5,0,0,-1,"1200-1259",0,0,1947,8,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-11T12:35:00.000+0000",4,5,"LAX-ATL"],[2,5,4,6,"2019-05-04","UA",19977,"N12125",12758,"KOA","HI",11292,"DEN","CO",2000,1942,-18,0,0,-2,"2000-2059",642,611,-31,0,0,-2,"0600-0659",0,0,3329,11,0,0,0,0,0,2019,"PHKO","medium_airport","Ellison Onizuka Kona International At Keahole Airport",47,"NA","US","US-HI","Kailua/Kona","PHKO","KOA","KOA","-156.045603, 19.738783","Pacific/Honolulu","2019-05-05T06:00:00.000+0000",58,31,"KOA-DEN"],[4,10,30,2,"2018-10-30","DL",19790,"N582NW",14771,"SFO","CA",10397,"ATL","GA",1007,1007,0,0,0,0,"1000-1059",1733,1721,-12,0,0,-1,"1700-1759",0,0,2139,9,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-30T17:07:00.000+0000",0,12,"SFO-ATL"],[2,5,4,6,"2019-05-04","UA",19977,"N889UA",13930,"ORD","IL",11638,"FAT","CA",1940,1939,-1,0,0,-1,"1900-1959",2210,2151,-19,0,0,-2,"2200-2259",0,0,1730,7,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-05T00:40:00.000+0000",1,59,"ORD-FAT"],[4,12,15,6,"2018-12-15","UA",19977,"N829UA",12953,"LGA","NY",13930,"ORD","IL",1800,1749,-11,0,0,-1,"1800-1859",1936,1907,-29,0,0,-2,"1900-1959",0,0,733,3,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-15T23:00:00.000+0000",51,29,"LGA-ORD"],[2,5,23,4,"2019-05-23","B6",20409,"N179JB",10721,"BOS","MA",11057,"CLT","NC",1835,1827,-8,0,0,-1,"1800-1859",2102,2051,-11,0,0,-1,"2100-2159",0,0,728,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-23T22:35:00.000+0000",8,51,"BOS-CLT"],[4,10,30,2,"2018-10-30","DL",19790,"N852DN",14057,"PDX","OR",11433,"DTW","MI",1217,1216,-1,0,0,-1,"1200-1259",1923,1913,-10,0,0,-1,"1900-1959",0,0,1953,8,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-10-30T19:17:00.000+0000",1,10,"PDX-DTW"],[2,6,10,1,"2019-06-10","NK",20416,"N632NK",10397,"ATL","GA",13495,"MSY","LA",1632,1627,-5,0,0,-1,"1600-1659",1705,1721,16,16,1,1,"1700-1759",0,0,425,2,0,0,16,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-10T20:32:00.000+0000",5,-16,"ATL-MSY"],[4,12,3,1,"2018-12-03","UA",19977,"N18243",12264,"IAD","VA",10529,"BDL","CT",815,811,-4,0,0,-1,"0800-0859",933,925,-8,0,0,-1,"0900-0959",0,0,326,2,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-03T13:15:00.000+0000",4,8,"IAD-BDL"],[2,5,24,5,"2019-05-24","B6",20409,"N946JL",12892,"LAX","CA",12478,"JFK","NY",530,526,-4,0,0,-1,"0001-0559",1406,1330,-36,0,0,-2,"1400-1459",0,0,2475,10,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-24T12:30:00.000+0000",4,76,"LAX-JFK"],[4,12,3,1,"2018-12-03","UA",19977,"N66893",13871,"OMA","NE",11292,"DEN","CO",937,927,-10,0,0,-1,"0900-0959",1021,1030,9,9,0,0,"1000-1059",0,0,472,2,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-03T15:37:00.000+0000",10,-9,"OMA-DEN"],[2,6,28,5,"2019-06-28","NK",20416,"N633NK",14057,"PDX","OR",12889,"LAS","NV",625,619,-6,0,0,-1,"0600-0659",836,824,-12,0,0,-1,"0800-0859",0,0,763,4,0,0,0,0,0,2019,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2019-06-28T13:25:00.000+0000",6,12,"PDX-LAS"],[4,10,30,2,"2018-10-30","DL",19790,"N332DN",13487,"MSP","MN",12892,"LAX","CA",845,842,-3,0,0,-1,"0800-0859",1045,1043,-2,0,0,-1,"1000-1059",0,0,1535,7,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-30T13:45:00.000+0000",3,2,"MSP-LAX"],[2,6,30,7,"2019-06-30","NK",20416,"N510NK",13577,"MYR","SC",11298,"DFW","TX",1200,1157,-3,0,0,-1,"1200-1259",1350,1344,-6,0,0,-1,"1300-1359",0,0,1048,5,0,0,0,0,0,2019,"KMYR","medium_airport","Myrtle Beach International Airport",25,"NA","US","US-SC","Myrtle Beach","KMYR","MYR","MYR","-78.9282989502, 33.6796989441","America/New_York","2019-06-30T16:00:00.000+0000",43,6,"MYR-DFW"],[4,10,30,2,"2018-10-30","DL",19790,"N908DA",10397,"ATL","GA",14122,"PIT","PA",1620,1617,-3,0,0,-1,"1600-1659",1756,1743,-13,0,0,-1,"1700-1759",0,0,526,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T20:20:00.000+0000",3,13,"ATL-PIT"],[2,5,24,5,"2019-05-24","B6",20409,"N247JB",14524,"RIC","VA",11697,"FLL","FL",1700,1659,-1,0,0,-1,"1700-1759",1923,1906,-17,0,0,-2,"1900-1959",0,0,805,4,0,0,0,0,0,2019,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2019-05-24T21:00:00.000+0000",41,17,"RIC-FLL"],[4,12,3,1,"2018-12-03","UA",19977,"N76523",12264,"IAD","VA",14771,"SFO","CA",1230,1223,-7,0,0,-1,"1200-1259",1527,1511,-16,0,0,-2,"1500-1559",0,0,2419,10,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-03T17:30:00.000+0000",7,16,"IAD-SFO"],[2,5,24,5,"2019-05-24","B6",20409,"N807JB",12478,"JFK","NY",12451,"JAX","FL",810,808,-2,0,0,-1,"0800-0859",1055,1044,-11,0,0,-1,"1000-1059",0,0,828,4,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-24T12:10:00.000+0000",2,11,"JFK-JAX"],[4,12,3,1,"2018-12-03","UA",19977,"N66808",11618,"EWR","NJ",13930,"ORD","IL",900,857,-3,0,0,-1,"0900-0959",1034,1035,1,1,0,0,"1000-1059",0,0,719,3,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-03T14:00:00.000+0000",43,-1,"EWR-ORD"],[2,6,7,5,"2019-06-07","NK",20416,"N657NK",12266,"IAH","TX",13204,"MCO","FL",1332,1328,-4,0,0,-1,"1300-1359",1657,1655,-2,0,0,-1,"1600-1659",0,0,854,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-07T18:32:00.000+0000",4,2,"IAH-MCO"],[4,12,3,1,"2018-12-03","UA",19977,"N36447",11292,"DEN","CO",12892,"LAX","CA",1115,1115,0,0,0,0,"1100-1159",1245,1232,-13,0,0,-1,"1200-1259",0,0,862,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-03T18:15:00.000+0000",0,13,"DEN-LAX"],[2,6,4,2,"2019-06-04","NK",20416,"N626NK",13930,"ORD","IL",13577,"MYR","SC",808,802,-6,0,0,-1,"0800-0859",1110,1109,-1,0,0,-1,"1100-1159",0,0,753,4,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-04T13:08:00.000+0000",6,1,"ORD-MYR"],[4,10,30,2,"2018-10-30","DL",19790,"N988DL",10397,"ATL","GA",10980,"CHA","TN",1629,1623,-6,0,0,-1,"1600-1659",1712,1704,-8,0,0,-1,"1700-1759",0,0,106,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T20:29:00.000+0000",6,8,"ATL-CHA"],[2,5,24,5,"2019-05-24","B6",20409,"N607JB",14027,"PBI","FL",12197,"HPN","NY",1501,1501,0,0,0,0,"1500-1559",1752,1744,-8,0,0,-1,"1700-1759",0,0,1056,5,0,0,0,0,0,2019,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2019-05-24T19:01:00.000+0000",0,8,"PBI-HPN"],[4,12,3,1,"2018-12-03","UA",19977,"N768UA",12173,"HNL","HI",11292,"DEN","CO",2120,2113,-7,0,0,-1,"2100-2159",652,635,-17,0,0,-2,"0600-0659",0,0,3365,11,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-04T07:20:00.000+0000",7,17,"HNL-DEN"],[2,6,8,6,"2019-06-08","NK",20416,"N664NK",11298,"DFW","TX",12892,"LAX","CA",1610,1609,-1,0,0,-1,"1600-1659",1726,1738,12,12,0,0,"1700-1759",0,0,1235,5,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-08T21:10:00.000+0000",1,-12,"DFW-LAX"],[4,10,30,2,"2018-10-30","DL",19790,"N975DL",11995,"GSO","NC",10397,"ATL","GA",1441,1437,-4,0,0,-1,"1400-1459",1558,1548,-10,0,0,-1,"1500-1559",0,0,306,2,0,0,0,0,0,2018,"KGSO","large_airport","Piedmont Triad International Airport",925,"NA","US","US-NC","Greensboro","KGSO","GSO","GSO","-79.93730163574219, 36.097801208496094","America/New_York","2018-10-30T18:41:00.000+0000",4,10,"GSO-ATL"],[2,5,25,6,"2019-05-25","B6",20409,"N979JT",11697,"FLL","FL",14771,"SFO","CA",823,815,-8,0,0,-1,"0800-0859",1136,1108,-28,0,0,-2,"1100-1159",0,0,2584,11,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-25T12:23:00.000+0000",8,28,"FLL-SFO"],[4,10,30,2,"2018-10-30","DL",19790,"N912DN",11433,"DTW","MI",10529,"BDL","CT",840,834,-6,0,0,-1,"0800-0859",1019,1018,-1,0,0,-1,"1000-1059",0,0,549,3,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-30T12:40:00.000+0000",6,1,"DTW-BDL"],[2,5,25,6,"2019-05-25","B6",20409,"N561JB",12478,"JFK","NY",10994,"CHS","SC",629,623,-6,0,0,-1,"0600-0659",836,815,-21,0,0,-2,"0800-0859",0,0,636,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-25T10:29:00.000+0000",6,21,"JFK-CHS"],[4,10,30,2,"2018-10-30","DL",19790,"N331NW",13303,"MIA","FL",12953,"LGA","NY",705,659,-6,0,0,-1,"0700-0759",1008,1010,2,2,0,0,"1000-1059",0,0,1096,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-30T11:05:00.000+0000",46,-2,"MIA-LGA"],[2,5,25,6,"2019-05-25","B6",20409,"N588JB",12954,"LGB","CA",14057,"PDX","OR",1826,1814,-12,0,0,-1,"1800-1859",2041,2042,1,1,0,0,"2000-2059",0,0,846,4,0,0,0,0,0,2019,"KLGB","medium_airport","Long Beach /Daugherty Field/ Airport",60,"NA","US","US-CA","Long Beach","KLGB","LGB","LGB","-118.1520004, 33.81769943","America/Los_Angeles","2019-05-26T01:26:00.000+0000",12,-1,"LGB-PDX"],[4,12,2,7,"2018-12-02","UA",19977,"N38479",13930,"ORD","IL",11292,"DEN","CO",1415,1414,-1,0,0,-1,"1400-1459",1556,1549,-7,0,0,-1,"1500-1559",0,0,888,4,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-02T20:15:00.000+0000",1,7,"ORD-DEN"],[2,5,25,6,"2019-05-25","B6",20409,"N192JB",11433,"DTW","MI",10721,"BOS","MA",545,536,-9,0,0,-1,"0001-0559",731,712,-19,0,0,-2,"0700-0759",0,0,632,3,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-25T09:45:00.000+0000",9,19,"DTW-BOS"],[4,10,30,2,"2018-10-30","DL",19790,"N909DA",10397,"ATL","GA",14683,"SAT","TX",1754,1745,-9,0,0,-1,"1700-1759",1918,1902,-16,0,0,-2,"1900-1959",0,0,874,4,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-30T21:54:00.000+0000",9,16,"ATL-SAT"],[2,5,25,6,"2019-05-25","B6",20409,"N537JT",14843,"SJU","PR",13204,"MCO","FL",1047,1044,-3,0,0,-1,"1000-1059",1355,1326,-29,0,0,-2,"1300-1359",0,0,1189,5,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-05-25T14:47:00.000+0000",3,29,"SJU-MCO"],[4,10,30,2,"2018-10-30","DL",19790,"N587NW",13487,"MSP","MN",14747,"SEA","WA",1815,1814,-1,0,0,-1,"1800-1859",2004,1955,-9,0,0,-1,"2000-2059",0,0,1399,6,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-30T23:15:00.000+0000",1,49,"MSP-SEA"],[2,5,25,6,"2019-05-25","B6",20409,"N247JB",12451,"JAX","FL",11697,"FLL","FL",1936,1924,-12,0,0,-1,"1900-1959",2055,2034,-21,0,0,-2,"2000-2059",0,0,319,2,0,0,0,0,0,2019,"KJAX","large_airport","Jacksonville International Airport",30,"NA","US","US-FL","Jacksonville","KJAX","JAX","JAX","-81.68789672851562, 30.49410057067871","America/New_York","2019-05-25T23:36:00.000+0000",12,21,"JAX-FLL"],[4,12,2,7,"2018-12-02","UA",19977,"N24212",13930,"ORD","IL",14831,"SJC","CA",1941,1941,0,0,0,0,"1900-1959",2221,2159,-22,0,0,-2,"2200-2259",0,0,1829,8,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-03T01:41:00.000+0000",0,62,"ORD-SJC"],[2,5,26,7,"2019-05-26","B6",20409,"N358JB",10721,"BOS","MA",11042,"CLE","OH",1706,1704,-2,0,0,-1,"1700-1759",1910,1907,-3,0,0,-1,"1900-1959",0,0,563,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-26T21:06:00.000+0000",2,3,"BOS-CLE"],[4,12,2,7,"2018-12-02","UA",19977,"N17245",14576,"ROC","NY",13930,"ORD","IL",800,758,-2,0,0,-1,"0800-0859",902,853,-9,0,0,-1,"0900-0959",0,0,528,3,0,0,0,0,0,2018,"KROC","large_airport","Greater Rochester International Airport",559,"NA","US","US-NY","Rochester","KROC","ROC","ROC","-77.67240142822266, 43.118900299072266","America/New_York","2018-12-02T13:00:00.000+0000",42,49,"ROC-ORD"],[2,5,26,7,"2019-05-26","B6",20409,"N307JB",10721,"BOS","MA",14122,"PIT","PA",1805,1803,-2,0,0,-1,"1800-1859",1956,1955,-1,0,0,-1,"1900-1959",0,0,496,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-26T22:05:00.000+0000",2,1,"BOS-PIT"],[4,10,6,6,"2018-10-06","F9",20436,"N329FR",11292,"DEN","CO",10643,"BKG","MO",1602,1556,-6,0,0,-1,"1600-1659",1856,1845,-11,0,0,-1,"1800-1859",0,0,665,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-06T22:02:00.000+0000",46,11,"DEN-BKG"],[2,5,27,1,"2019-05-27","B6",20409,"N775JB",11042,"CLE","OH",11697,"FLL","FL",700,650,-10,0,0,-1,"0700-0759",947,926,-21,0,0,-2,"0900-0959",0,0,1062,5,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-27T11:00:00.000+0000",50,21,"CLE-FLL"],[4,12,2,7,"2018-12-02","UA",19977,"N29717",10693,"BNA","TN",11618,"EWR","NJ",755,752,-3,0,0,-1,"0700-0759",1103,1047,-16,0,0,-2,"1100-1159",0,0,748,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-02T13:55:00.000+0000",3,56,"BNA-EWR"],[2,6,16,7,"2019-06-16","NK",20416,"N684NK",11433,"DTW","MI",11292,"DEN","CO",700,658,-2,0,0,-1,"0700-0759",759,749,-10,0,0,-1,"0700-0759",0,0,1123,5,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-16T11:00:00.000+0000",42,10,"DTW-DEN"],[4,12,2,7,"2018-12-02","UA",19977,"N14102",12892,"LAX","CA",12264,"IAD","VA",2235,2232,-3,0,0,-1,"2200-2259",612,550,-22,0,0,-2,"0600-0659",0,0,2288,10,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-03T06:35:00.000+0000",3,62,"LAX-IAD"],[2,5,27,1,"2019-05-27","B6",20409,"N236JB",10721,"BOS","MA",11278,"DCA","VA",1420,1403,-17,0,0,-2,"1400-1459",1559,1543,-16,0,0,-2,"1500-1559",0,0,399,2,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-27T18:20:00.000+0000",17,16,"BOS-DCA"],[4,10,9,2,"2018-10-09","F9",20436,"N233FR",13204,"MCO","FL",12339,"IND","IN",745,737,-8,0,0,-1,"0700-0759",1010,950,-20,0,0,-2,"1000-1059",0,0,829,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-09T11:45:00.000+0000",8,60,"MCO-IND"],[2,5,27,1,"2019-05-27","B6",20409,"N648JB",14843,"SJU","PR",11618,"EWR","NJ",1654,1643,-11,0,0,-1,"1600-1659",2057,2039,-18,0,0,-2,"2000-2059",0,0,1608,7,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-05-27T20:54:00.000+0000",11,18,"SJU-EWR"],[4,12,1,6,"2018-12-01","WN",19393,"N7864B",12191,"HOU","TX",11481,"ECP","FL",1450,1449,-1,0,0,-1,"1400-1459",1625,1612,-13,0,0,-1,"1600-1659",0,0,571,3,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-01T20:50:00.000+0000",1,13,"HOU-ECP"],[2,6,21,5,"2019-06-21","YV",20378,"N88359",12266,"IAH","TX",14683,"SAT","TX",735,734,-1,0,0,-1,"0700-0759",832,835,3,3,0,0,"0800-0859",0,0,191,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-21T12:35:00.000+0000",1,-3,"IAH-SAT"],[4,10,9,2,"2018-10-09","F9",20436,"N719FR",12889,"LAS","NV",11292,"DEN","CO",1205,1202,-3,0,0,-1,"1200-1259",1503,1455,-8,0,0,-1,"1500-1559",0,0,628,3,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-10-09T19:05:00.000+0000",3,48,"LAS-DEN"],[2,6,3,1,"2019-06-03","YV",20378,"N501MJ",12264,"IAD","VA",14307,"PVD","RI",1245,1244,-1,0,0,-1,"1200-1259",1409,1419,10,10,0,0,"1400-1459",0,0,371,2,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-03T16:45:00.000+0000",1,-10,"IAD-PVD"],[4,12,1,6,"2018-12-01","WN",19393,"N238WN",12191,"HOU","TX",15016,"STL","MO",2100,2059,-1,0,0,-1,"2100-2159",2250,2239,-11,0,0,-1,"2200-2259",0,0,687,3,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-02T03:00:00.000+0000",41,11,"HOU-STL"],[2,6,3,1,"2019-06-03","YV",20378,"N503MJ",12264,"IAD","VA",12953,"LGA","NY",1705,1705,0,0,0,0,"1700-1759",1843,1843,0,0,0,0,"1800-1859",0,0,229,1,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-03T21:05:00.000+0000",0,0,"IAD-LGA"],[4,12,1,6,"2018-12-01","WN",19393,"N7828A",12892,"LAX","CA",14107,"PHX","AZ",1330,1328,-2,0,0,-1,"1300-1359",1600,1534,-26,0,0,-2,"1600-1659",0,0,370,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T21:30:00.000+0000",2,66,"LAX-PHX"],[2,6,13,4,"2019-06-13","YV",20378,"N87302",12266,"IAH","TX",13487,"MSP","MN",1810,1807,-3,0,0,-1,"1800-1859",2059,2052,-7,0,0,-1,"2000-2059",0,0,1034,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T23:10:00.000+0000",3,7,"IAH-MSP"],[4,12,1,6,"2018-12-01","WN",19393,"N7715E",12892,"LAX","CA",14831,"SJC","CA",1050,1048,-2,0,0,-1,"1000-1059",1205,1204,-1,0,0,-1,"1200-1259",0,0,308,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T18:50:00.000+0000",2,1,"LAX-SJC"],[2,6,28,5,"2019-06-28","YV",20378,"N89342",11298,"DFW","TX",12266,"IAH","TX",535,535,0,0,0,0,"0001-0559",639,634,-5,0,0,-1,"0600-0659",0,0,224,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-28T10:35:00.000+0000",0,5,"DFW-IAH"],[4,12,1,6,"2018-12-01","WN",19393,"N7706A",12892,"LAX","CA",15376,"TUS","AZ",1155,1150,-5,0,0,-1,"1100-1159",1435,1400,-35,0,0,-2,"1400-1459",0,0,451,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-01T19:55:00.000+0000",5,35,"LAX-TUS"],[2,6,17,1,"2019-06-17","YV",20378,"N87345",12264,"IAD","VA",11298,"DFW","TX",845,845,0,0,0,0,"0800-0859",1100,1050,-10,0,0,-1,"1100-1159",0,0,1172,5,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-17T12:45:00.000+0000",0,50,"IAD-DFW"],[4,12,1,6,"2018-12-01","WN",19393,"N969WN",13204,"MCO","FL",10693,"BNA","TN",1150,1148,-2,0,0,-1,"1100-1159",1245,1242,-3,0,0,-1,"1200-1259",0,0,616,3,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-01T16:50:00.000+0000",2,3,"MCO-BNA"],[2,6,26,3,"2019-06-26","YV",20378,"N510MJ",12264,"IAD","VA",13198,"MCI","MO",900,854,-6,0,0,-1,"0900-0959",1038,1020,-18,0,0,-2,"1000-1059",0,0,926,4,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-26T13:00:00.000+0000",46,18,"IAD-MCI"],[4,10,11,4,"2018-10-11","F9",20436,"N718FR",14307,"PVD","RI",13577,"MYR","SC",1731,1724,-7,0,0,-1,"1700-1759",1930,1924,-6,0,0,-1,"1900-1959",0,0,690,3,0,0,0,0,0,2018,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2018-10-11T21:31:00.000+0000",7,6,"PVD-MYR"],[2,6,27,4,"2019-06-27","YV",20378,"N88327",12266,"IAH","TX",12206,"HRL","TX",1944,1943,-1,0,0,-1,"1900-1959",2052,2047,-5,0,0,-1,"2000-2059",0,0,295,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-28T00:44:00.000+0000",1,5,"IAH-HRL"],[4,10,13,6,"2018-10-13","F9",20436,"N338FR",11292,"DEN","CO",14831,"SJC","CA",842,831,-11,0,0,-1,"0800-0859",1023,955,-28,0,0,-2,"1000-1059",0,0,948,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-13T14:42:00.000+0000",11,68,"DEN-SJC"],[2,6,25,2,"2019-06-25","YV",20378,"N85358",12266,"IAH","TX",11540,"ELP","TX",745,742,-3,0,0,-1,"0700-0759",837,834,-3,0,0,-1,"0800-0859",0,0,667,3,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-25T12:45:00.000+0000",3,3,"IAH-ELP"],[4,12,1,6,"2018-12-01","WN",19393,"N762SW",14843,"SJU","PR",13232,"MDW","IL",1615,1612,-3,0,0,-1,"1600-1659",1925,1908,-17,0,0,-2,"1900-1959",0,0,2057,9,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-01T20:15:00.000+0000",3,17,"SJU-MDW"],[2,6,13,4,"2019-06-13","YV",20378,"N85358",12266,"IAH","TX",13871,"OMA","NE",1505,1458,-7,0,0,-1,"1500-1559",1715,1705,-10,0,0,-1,"1700-1759",0,0,781,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T20:05:00.000+0000",47,10,"IAH-OMA"],[4,12,1,6,"2018-12-01","WN",19393,"N718SW",14908,"SNA","CA",12889,"LAS","NV",810,808,-2,0,0,-1,"0800-0859",915,909,-6,0,0,-1,"0900-0959",0,0,226,1,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-01T16:10:00.000+0000",2,6,"SNA-LAS"],[2,6,17,1,"2019-06-17","YV",20378,"N518LR",12266,"IAH","TX",12451,"JAX","FL",1000,959,-1,0,0,-1,"1000-1059",1313,1304,-9,0,0,-1,"1300-1359",0,0,817,4,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-17T15:00:00.000+0000",41,9,"IAH-JAX"],[4,12,2,7,"2018-12-02","WN",19393,"N8631A",10693,"BNA","TN",14107,"PHX","AZ",830,824,-6,0,0,-1,"0800-0859",1130,1120,-10,0,0,-1,"1100-1159",0,0,1449,6,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-02T14:30:00.000+0000",6,10,"BNA-PHX"],[2,6,2,7,"2019-06-02","YV",20378,"N86350",13422,"MOB","AL",12266,"IAH","TX",700,654,-6,0,0,-1,"0700-0759",849,818,-31,0,0,-2,"0800-0859",0,0,427,2,0,0,0,0,0,2019,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2019-06-02T12:00:00.000+0000",46,31,"MOB-IAH"],[4,12,2,7,"2018-12-02","WN",19393,"N8556Z",11259,"DAL","TX",12191,"HOU","TX",1230,1226,-4,0,0,-1,"1200-1259",1335,1336,1,1,0,0,"1300-1359",0,0,239,1,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-02T18:30:00.000+0000",4,-1,"DAL-HOU"],[2,6,27,4,"2019-06-27","EV",20366,"N14158",13930,"ORD","IL",15016,"STL","MO",755,744,-11,0,0,-1,"0700-0759",915,913,-2,0,0,-1,"0900-0959",0,0,258,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-27T12:55:00.000+0000",11,2,"ORD-STL"],[4,12,2,7,"2018-12-02","WN",19393,"N929WN",11292,"DEN","CO",11986,"GRR","MI",1300,1300,0,0,0,0,"1300-1359",1720,1717,-3,0,0,-1,"1700-1759",0,0,1015,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-02T20:00:00.000+0000",0,3,"DEN-GRR"],[2,6,6,4,"2019-06-06","EV",20366,"N12564",11996,"GSP","SC",13930,"ORD","IL",800,757,-3,0,0,-1,"0800-0859",908,907,-1,0,0,-1,"0900-0959",0,0,577,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-06-06T12:00:00.000+0000",43,1,"GSP-ORD"],[4,12,2,7,"2018-12-02","WN",19393,"N796SW",12191,"HOU","TX",15370,"TUL","OK",810,804,-6,0,0,-1,"0800-0859",935,916,-19,0,0,-2,"0900-0959",0,0,453,2,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-02T14:10:00.000+0000",6,19,"HOU-TUL"],[2,6,12,3,"2019-06-12","EV",20366,"N17115",15412,"TYS","TN",12266,"IAH","TX",933,932,-1,0,0,-1,"0900-0959",1049,1054,5,5,0,0,"1000-1059",0,0,771,4,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-06-12T13:33:00.000+0000",1,-5,"TYS-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N8671D",12191,"HOU","TX",12339,"IND","IN",1105,1104,-1,0,0,-1,"1100-1159",1420,1411,-9,0,0,-1,"1400-1459",0,0,861,4,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-10-07T16:05:00.000+0000",1,9,"HOU-IND"],[2,6,3,1,"2019-06-03","EV",20366,"N14905",12951,"LFT","LA",12266,"IAH","TX",1751,1736,-15,0,0,-1,"1700-1759",1900,1853,-7,0,0,-1,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KLFT","large_airport","Lafayette Regional Airport",42,"NA","US","US-LA","Lafayette","KLFT","LFT","LFT","-91.98760223, 30.20529938","America/Chicago","2019-06-03T22:51:00.000+0000",15,47,"LFT-IAH"],[4,12,2,7,"2018-12-02","WN",19393,"N943WN",13296,"MHT","NH",10821,"BWI","MD",1630,1626,-4,0,0,-1,"1600-1659",1805,1759,-6,0,0,-1,"1800-1859",0,0,377,2,0,0,0,0,0,2018,"KMHT","large_airport","Manchester-Boston Regional Airport",266,"NA","US","US-NH","Manchester","KMHT","MHT","MHT","-71.435699, 42.932598","America/New_York","2018-12-02T21:30:00.000+0000",4,46,"MHT-BWI"],[2,5,11,6,"2019-05-11","NK",20416,"N647NK",13796,"OAK","CA",12889,"LAS","NV",1400,1359,-1,0,0,-1,"1400-1459",1526,1520,-6,0,0,-1,"1500-1559",0,0,407,2,0,0,0,0,0,2019,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2019-05-11T21:00:00.000+0000",41,6,"OAK-LAS"],[4,12,2,7,"2018-12-02","WN",19393,"N732SW",13891,"ONT","CA",14893,"SMF","CA",2130,2130,0,0,0,0,"2100-2159",2245,2247,2,2,0,0,"2200-2259",0,0,390,2,0,0,0,0,0,2018,"KONT","large_airport","Ontario International Airport",944,"NA","US","US-CA","Ontario","KONT","ONT","ONT","-117.60099792480469, 34.055999755859375","America/Los_Angeles","2018-12-03T05:30:00.000+0000",0,-2,"ONT-SMF"],[2,6,11,2,"2019-06-11","EV",20366,"N14148",15370,"TUL","OK",12266,"IAH","TX",1850,1840,-10,0,0,-1,"1800-1859",2027,2013,-14,0,0,-1,"2000-2059",0,0,429,2,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-06-11T23:50:00.000+0000",10,14,"TUL-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N761RR",13232,"MDW","IL",15016,"STL","MO",1025,1022,-3,0,0,-1,"1000-1059",1130,1128,-2,0,0,-1,"1100-1159",0,0,251,2,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-07T15:25:00.000+0000",3,2,"MDW-STL"],[2,5,14,2,"2019-05-14","NK",20416,"N901NK",14747,"SEA","WA",12266,"IAH","TX",59,58,-1,0,0,-1,"0001-0559",705,703,-2,0,0,-1,"0700-0759",0,0,1874,8,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-05-14T07:59:00.000+0000",1,2,"SEA-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N901WN",13495,"MSY","LA",11259,"DAL","TX",1000,959,-1,0,0,-1,"1000-1059",1125,1115,-10,0,0,-1,"1100-1159",0,0,436,2,0,0,0,0,0,2018,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2018-10-07T15:00:00.000+0000",41,10,"MSY-DAL"],[2,6,2,7,"2019-06-02","EV",20366,"N11548",11042,"CLE","OH",12953,"LGA","NY",1048,1039,-9,0,0,-1,"1000-1059",1229,1210,-19,0,0,-2,"1200-1259",0,0,419,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-02T14:48:00.000+0000",9,19,"CLE-LGA"],[4,10,7,7,"2018-10-07","WN",19393,"N8321D",13796,"OAK","CA",12191,"HOU","TX",1245,1239,-6,0,0,-1,"1200-1259",1830,1831,1,1,0,0,"1800-1859",0,0,1642,7,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-07T19:45:00.000+0000",6,-1,"OAK-HOU"],[2,6,9,7,"2019-06-09","EV",20366,"N13979",12206,"HRL","TX",12266,"IAH","TX",1210,1201,-9,0,0,-1,"1200-1259",1322,1311,-11,0,0,-1,"1300-1359",0,0,295,2,0,0,0,0,0,2019,"KHRL","medium_airport","Valley International Airport",36,"NA","US","US-TX","Harlingen","KHRL","HRL","HRL","-97.65440368652344, 26.228500366210938","America/Chicago","2019-06-09T17:10:00.000+0000",9,11,"HRL-IAH"],[4,10,7,7,"2018-10-07","WN",19393,"N280WN",13891,"ONT","CA",12889,"LAS","NV",725,723,-2,0,0,-1,"0700-0759",825,814,-11,0,0,-1,"0800-0859",0,0,197,1,0,0,0,0,0,2018,"KONT","large_airport","Ontario International Airport",944,"NA","US","US-CA","Ontario","KONT","ONT","ONT","-117.60099792480469, 34.055999755859375","America/Los_Angeles","2018-10-07T14:25:00.000+0000",2,11,"ONT-LAS"],[2,6,23,7,"2019-06-23","EV",20366,"N15912",13930,"ORD","IL",12278,"ICT","KS",1255,1248,-7,0,0,-1,"1200-1259",1458,1445,-13,0,0,-1,"1400-1459",0,0,588,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-23T17:55:00.000+0000",7,13,"ORD-ICT"],[4,12,2,7,"2018-12-02","WN",19393,"N211WN",14771,"SFO","CA",10800,"BUR","CA",910,902,-8,0,0,-1,"0900-0959",1025,1005,-20,0,0,-2,"1000-1059",0,0,326,2,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-02T17:10:00.000+0000",8,20,"SFO-BUR"],[2,6,27,4,"2019-06-27","EV",20366,"N19554",11278,"DCA","VA",11042,"CLE","OH",615,600,-15,0,0,-1,"0600-0659",740,716,-24,0,0,-2,"0700-0759",0,0,310,2,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-27T10:15:00.000+0000",15,24,"DCA-CLE"],[4,10,7,7,"2018-10-07","WN",19393,"N939WN",14122,"PIT","PA",10693,"BNA","TN",800,758,-2,0,0,-1,"0800-0859",835,819,-16,0,0,-2,"0800-0859",0,0,462,2,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-10-07T12:00:00.000+0000",42,16,"PIT-BNA"],[2,5,31,5,"2019-05-31","NK",20416,"N695NK",10821,"BWI","MD",13204,"MCO","FL",620,616,-4,0,0,-1,"0600-0659",840,830,-10,0,0,-1,"0800-0859",0,0,787,4,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-31T10:20:00.000+0000",4,10,"BWI-MCO"],[4,12,2,7,"2018-12-02","WN",19393,"N781WN",14831,"SJC","CA",14747,"SEA","WA",1225,1223,-2,0,0,-1,"1200-1259",1435,1432,-3,0,0,-1,"1400-1459",0,0,696,3,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-12-02T20:25:00.000+0000",2,3,"SJC-SEA"],[2,5,8,3,"2019-05-08","NK",20416,"N519NK",13198,"MCI","MO",13577,"MYR","SC",940,932,-8,0,0,-1,"0900-0959",1305,1252,-13,0,0,-1,"1300-1359",0,0,959,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-08T14:40:00.000+0000",8,53,"MCI-MYR"],[4,12,2,7,"2018-12-02","WN",19393,"N465WN",14843,"SJU","PR",11697,"FLL","FL",645,640,-5,0,0,-1,"0600-0659",835,824,-11,0,0,-1,"0800-0859",0,0,1046,5,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-02T10:45:00.000+0000",5,11,"SJU-FLL"],[2,5,5,7,"2019-05-05","NK",20416,"N607NK",10397,"ATL","GA",12892,"LAX","CA",1217,1214,-3,0,0,-1,"1200-1259",1406,1407,1,1,0,0,"1400-1459",0,0,1947,8,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-05T16:17:00.000+0000",3,-1,"ATL-LAX"],[4,10,7,7,"2018-10-07","WN",19393,"N953WN",14492,"RDU","NC",13198,"MCI","MO",1225,1222,-3,0,0,-1,"1200-1259",1400,1340,-20,0,0,-2,"1400-1459",0,0,904,4,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-07T16:25:00.000+0000",3,60,"RDU-MCI"],[2,5,8,3,"2019-05-08","NK",20416,"N603NK",11697,"FLL","FL",10397,"ATL","GA",930,927,-3,0,0,-1,"0900-0959",1127,1126,-1,0,0,-1,"1100-1159",0,0,581,3,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-08T13:30:00.000+0000",3,1,"FLL-ATL"],[4,10,7,7,"2018-10-07","WN",19393,"N428WN",14679,"SAN","CA",10821,"BWI","MD",1130,1120,-10,0,0,-1,"1100-1159",1925,1904,-21,0,0,-2,"1900-1959",0,0,2295,10,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-07T18:30:00.000+0000",10,21,"SAN-BWI"],[2,5,25,6,"2019-05-25","NK",20416,"N692NK",13204,"MCO","FL",11298,"DFW","TX",1010,1007,-3,0,0,-1,"1000-1059",1155,1138,-17,0,0,-2,"1100-1159",0,0,985,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-25T14:10:00.000+0000",3,17,"MCO-DFW"],[4,12,26,3,"2018-12-26","WN",19393,"N769SW",14683,"SAT","TX",14107,"PHX","AZ",615,612,-3,0,0,-1,"0600-0659",745,734,-11,0,0,-1,"0700-0759",0,0,843,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-12-26T12:15:00.000+0000",3,11,"SAT-PHX"],[2,5,7,2,"2019-05-07","NK",20416,"N902NK",13930,"ORD","IL",11697,"FLL","FL",515,511,-4,0,0,-1,"0001-0559",917,856,-21,0,0,-2,"0900-0959",0,0,1182,5,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-07T10:15:00.000+0000",4,61,"ORD-FLL"],[4,10,7,7,"2018-10-07","WN",19393,"N473WN",15016,"STL","MO",14771,"SFO","CA",1420,1419,-1,0,0,-1,"1400-1459",1645,1623,-22,0,0,-2,"1600-1659",0,0,1735,7,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-10-07T19:20:00.000+0000",1,22,"STL-SFO"],[2,6,7,5,"2019-06-07","EV",20366,"N16976",12266,"IAH","TX",13256,"MFE","TX",1215,1210,-5,0,0,-1,"1200-1259",1329,1348,19,19,1,1,"1300-1359",0,0,316,2,0,0,19,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-07T17:15:00.000+0000",5,-19,"IAH-MFE"],[4,12,26,3,"2018-12-26","WN",19393,"N8522P",14893,"SMF","CA",11292,"DEN","CO",825,818,-7,0,0,-1,"0800-0859",1140,1140,0,0,0,0,"1100-1159",0,0,909,4,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-12-26T16:25:00.000+0000",7,0,"SMF-DEN"],[2,5,22,3,"2019-05-22","NK",20416,"N636NK",10721,"BOS","MA",13204,"MCO","FL",1550,1545,-5,0,0,-1,"1500-1559",1905,1841,-24,0,0,-2,"1900-1959",0,0,1121,5,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-22T19:50:00.000+0000",5,64,"BOS-MCO"],[4,10,8,1,"2018-10-08","WN",19393,"N569WN",10821,"BWI","MD",13198,"MCI","MO",845,840,-5,0,0,-1,"0800-0859",1040,1032,-8,0,0,-1,"1000-1059",0,0,967,4,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-08T12:45:00.000+0000",5,8,"BWI-MCI"],[2,5,24,5,"2019-05-24","NK",20416,"N504NK",11066,"CMH","OH",11697,"FLL","FL",600,600,0,0,0,0,"0600-0659",837,815,-22,0,0,-2,"0800-0859",0,0,973,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-24T10:00:00.000+0000",0,22,"CMH-FLL"],[4,10,8,1,"2018-10-08","WN",19393,"N916WN",11042,"CLE","OH",10821,"BWI","MD",605,600,-5,0,0,-1,"0600-0659",720,720,0,0,0,0,"0700-0759",0,0,314,2,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-10-08T10:05:00.000+0000",5,0,"CLE-BWI"],[2,5,24,5,"2019-05-24","NK",20416,"N502NK",14100,"PHL","PA",13495,"MSY","LA",1436,1425,-11,0,0,-1,"1400-1459",1700,1632,-28,0,0,-2,"1700-1759",0,0,1089,5,0,0,0,0,0,2019,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2019-05-24T18:36:00.000+0000",11,68,"PHL-MSY"],[4,10,8,1,"2018-10-08","WN",19393,"N8629A",11292,"DEN","CO",13204,"MCO","FL",935,934,-1,0,0,-1,"0900-0959",1500,1534,34,34,1,2,"1500-1559",0,0,1546,7,0,0,34,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-08T15:35:00.000+0000",1,-34,"DEN-MCO"],[2,5,15,3,"2019-05-15","NK",20416,"N617NK",10397,"ATL","GA",13487,"MSP","MN",1104,1101,-3,0,0,-1,"1100-1159",1249,1252,3,3,0,0,"1200-1259",0,0,907,4,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-15T15:04:00.000+0000",3,-3,"ATL-MSP"],[4,12,27,4,"2018-12-27","WN",19393,"N718SW",11066,"CMH","OH",14635,"RSW","FL",520,520,0,0,0,0,"0001-0559",755,747,-8,0,0,-1,"0700-0759",0,0,930,4,0,0,0,0,0,2018,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2018-12-27T10:20:00.000+0000",0,8,"CMH-RSW"],[2,5,24,5,"2019-05-24","NK",20416,"N646NK",11697,"FLL","FL",13930,"ORD","IL",2210,2202,-8,0,0,-1,"2200-2259",27,2355,-32,0,0,-2,"0001-0559",0,0,1182,5,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-25T02:10:00.000+0000",8,-2328,"FLL-ORD"],[4,10,8,1,"2018-10-08","WN",19393,"N932WN",11697,"FLL","FL",13495,"MSY","LA",925,919,-6,0,0,-1,"0900-0959",1020,1004,-16,0,0,-2,"1000-1059",0,0,674,3,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-10-08T13:25:00.000+0000",6,16,"FLL-MSY"],[2,6,5,3,"2019-06-05","F9",20436,"N201FR",10792,"BUF","NY",14492,"RDU","NC",1131,1116,-15,0,0,-1,"1100-1159",1311,1248,-23,0,0,-2,"1300-1359",0,0,487,2,0,0,0,0,0,2019,"KBUF","large_airport","Buffalo Niagara International Airport",728,"NA","US","US-NY","Buffalo","KBUF","BUF","BUF","-78.73220062, 42.94049835","America/New_York","2019-06-05T15:31:00.000+0000",15,63,"BUF-RDU"],[4,10,8,1,"2018-10-08","WN",19393,"N287WN",13232,"MDW","IL",13487,"MSP","MN",700,658,-2,0,0,-1,"0700-0759",830,828,-2,0,0,-1,"0800-0859",0,0,349,2,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-08T12:00:00.000+0000",42,2,"MDW-MSP"],[2,6,5,3,"2019-06-05","F9",20436,"N342FR",10397,"ATL","GA",11109,"COS","CO",1540,1528,-12,0,0,-1,"1500-1559",1700,1631,-29,0,0,-2,"1700-1759",0,0,1184,5,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T19:40:00.000+0000",12,69,"ATL-COS"],[4,10,8,1,"2018-10-08","WN",19393,"N419WN",13232,"MDW","IL",14492,"RDU","NC",830,828,-2,0,0,-1,"0800-0859",1120,1122,2,2,0,0,"1100-1159",0,0,632,3,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-10-08T13:30:00.000+0000",2,-2,"MDW-RDU"],[2,6,5,3,"2019-06-05","F9",20436,"N350FR",14771,"SFO","CA",11292,"DEN","CO",55,49,-6,0,0,-1,"0001-0559",433,408,-25,0,0,-2,"0001-0559",0,0,967,4,0,0,0,0,0,2019,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2019-06-05T07:55:00.000+0000",6,25,"SFO-DEN"],[4,12,27,4,"2018-12-27","WN",19393,"N8548P",13198,"MCI","MO",11259,"DAL","TX",1005,1002,-3,0,0,-1,"1000-1059",1135,1140,5,5,0,0,"1100-1159",0,0,461,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-27T16:05:00.000+0000",3,-5,"MCI-DAL"],[2,6,6,4,"2019-06-06","F9",20436,"N723FR",11042,"CLE","OH",12889,"LAS","NV",2120,2117,-3,0,0,-1,"2100-2159",2252,2229,-23,0,0,-2,"2200-2259",0,0,1824,8,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-07T01:20:00.000+0000",3,23,"CLE-LAS"],[4,10,8,1,"2018-10-08","WN",19393,"N714CB",13342,"MKE","WI",11042,"CLE","OH",1630,1630,0,0,0,0,"1600-1659",1840,1840,0,0,0,0,"1800-1859",0,0,328,2,0,0,0,0,0,2018,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2018-10-08T21:30:00.000+0000",0,0,"MKE-CLE"],[2,5,24,5,"2019-05-24","NK",20416,"N673NK",11433,"DTW","MI",12889,"LAS","NV",1108,1107,-1,0,0,-1,"1100-1159",1225,1230,5,5,0,0,"1200-1259",0,0,1749,7,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-24T15:08:00.000+0000",1,-5,"DTW-LAS"],[4,10,8,1,"2018-10-08","WN",19393,"N490WN",13931,"ORF","VA",10821,"BWI","MD",1230,1225,-5,0,0,-1,"1200-1259",1325,1314,-11,0,0,-1,"1300-1359",0,0,159,1,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-10-08T16:30:00.000+0000",5,11,"ORF-BWI"],[2,5,2,4,"2019-05-02","NK",20416,"N680NK",11697,"FLL","FL",11433,"DTW","MI",710,704,-6,0,0,-1,"0700-0759",1008,957,-11,0,0,-1,"1000-1059",0,0,1127,5,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-02T11:10:00.000+0000",6,51,"FLL-DTW"],[4,10,8,1,"2018-10-08","WN",19393,"N556WN",14107,"PHX","AZ",15370,"TUL","OK",1035,1031,-4,0,0,-1,"1000-1059",1505,1457,-8,0,0,-1,"1500-1559",0,0,935,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-08T17:35:00.000+0000",4,48,"PHX-TUL"],[2,5,10,5,"2019-05-10","NK",20416,"N651NK",13495,"MSY","LA",12266,"IAH","TX",845,841,-4,0,0,-1,"0800-0859",1007,1030,23,23,1,1,"1000-1059",0,0,305,2,0,0,23,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-10T13:45:00.000+0000",4,-23,"MSY-IAH"],[4,10,8,1,"2018-10-08","WN",19393,"N776WN",14679,"SAN","CA",13796,"OAK","CA",1010,1007,-3,0,0,-1,"1000-1059",1140,1133,-7,0,0,-1,"1100-1159",0,0,446,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-08T17:10:00.000+0000",3,7,"SAN-OAK"],[2,6,7,5,"2019-06-07","F9",20436,"N719FR",14100,"PHL","PA",13204,"MCO","FL",1401,1358,-3,0,0,-1,"1400-1459",1640,1623,-17,0,0,-2,"1600-1659",0,0,861,4,0,0,0,0,0,2019,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2019-06-07T18:01:00.000+0000",43,17,"PHL-MCO"],[4,12,27,4,"2018-12-27","WN",19393,"N723SW",14193,"PNS","FL",10693,"BNA","TN",755,754,-1,0,0,-1,"0700-0759",915,904,-11,0,0,-1,"0900-0959",0,0,391,2,0,0,0,0,0,2018,"KPNS","medium_airport","Pensacola International Airport",121,"NA","US","US-FL","Pensacola","KPNS","PNS","PNS","-87.1866, 30.4734","America/Chicago","2018-12-27T13:55:00.000+0000",1,11,"PNS-BNA"],[2,5,22,3,"2019-05-22","NK",20416,"N694NK",12339,"IND","IN",12889,"LAS","NV",2047,2045,-2,0,0,-1,"2000-2059",2150,2149,-1,0,0,-1,"2100-2159",0,0,1590,7,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-23T00:47:00.000+0000",2,1,"IND-LAS"],[4,12,27,4,"2018-12-27","WN",19393,"N8553W",14492,"RDU","NC",12191,"HOU","TX",1415,1415,0,0,0,0,"1400-1459",1620,1634,14,14,0,0,"1600-1659",0,0,1050,5,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-12-27T19:15:00.000+0000",0,-14,"RDU-HOU"],[2,5,14,2,"2019-05-14","NK",20416,"N601NK",12889,"LAS","NV",14057,"PDX","OR",2240,2234,-6,0,0,-1,"2200-2259",55,40,-15,0,0,-1,"0001-0559",0,0,763,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-15T05:40:00.000+0000",6,15,"LAS-PDX"],[4,10,8,1,"2018-10-08","WN",19393,"N8316H",15304,"TPA","FL",11697,"FLL","FL",1920,1920,0,0,0,0,"1900-1959",2025,2024,-1,0,0,-1,"2000-2059",0,0,197,1,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-08T23:20:00.000+0000",0,1,"TPA-FLL"],[2,5,7,2,"2019-05-07","NK",20416,"N639NK",10397,"ATL","GA",10821,"BWI","MD",700,656,-4,0,0,-1,"0700-0759",849,842,-7,0,0,-1,"0800-0859",0,0,577,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-07T11:00:00.000+0000",44,7,"ATL-BWI"],[4,12,24,1,"2018-12-24","WN",19393,"N8549Z",13204,"MCO","FL",13198,"MCI","MO",1715,1710,-5,0,0,-1,"1700-1759",1915,1858,-17,0,0,-2,"1900-1959",0,0,1072,5,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-24T22:15:00.000+0000",5,57,"MCO-MCI"],[2,5,10,5,"2019-05-10","NK",20416,"N901NK",11292,"DEN","CO",12889,"LAS","NV",1140,1137,-3,0,0,-1,"1100-1159",1236,1219,-17,0,0,-2,"1200-1259",0,0,628,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-10T17:40:00.000+0000",3,17,"DEN-LAS"],[4,10,11,4,"2018-10-11","WN",19393,"N567WN",12892,"LAX","CA",10423,"AUS","TX",850,850,0,0,0,0,"0800-0859",1400,1327,-33,0,0,-2,"1400-1459",0,0,1242,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-11T15:50:00.000+0000",0,73,"LAX-AUS"],[2,5,2,4,"2019-05-02","NK",20416,"N908NK",11433,"DTW","MI",10397,"ATL","GA",1849,1845,-4,0,0,-1,"1800-1859",2054,2038,-16,0,0,-2,"2000-2059",0,0,594,3,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-02T22:49:00.000+0000",4,16,"DTW-ATL"],[4,10,11,4,"2018-10-11","WN",19393,"N926WN",13198,"MCI","MO",11259,"DAL","TX",810,808,-2,0,0,-1,"0800-0859",940,937,-3,0,0,-1,"0900-0959",0,0,461,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-11T13:10:00.000+0000",2,3,"MCI-DAL"],[2,5,18,6,"2019-05-18","NK",20416,"N684NK",13930,"ORD","IL",12266,"IAH","TX",942,940,-2,0,0,-1,"0900-0959",1231,1212,-19,0,0,-2,"1200-1259",0,0,925,4,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-18T14:42:00.000+0000",2,19,"ORD-IAH"],[4,12,24,1,"2018-12-24","WN",19393,"N7721E",14679,"SAN","CA",12889,"LAS","NV",1455,1453,-2,0,0,-1,"1400-1459",1605,1601,-4,0,0,-1,"1600-1659",0,0,258,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-24T22:55:00.000+0000",2,4,"SAN-LAS"],[2,6,10,1,"2019-06-10","F9",20436,"N351FR",13487,"MSP","MN",11042,"CLE","OH",1112,1106,-6,0,0,-1,"1100-1159",1407,1354,-13,0,0,-1,"1400-1459",0,0,622,3,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-10T16:12:00.000+0000",6,53,"MSP-CLE"],[4,12,24,1,"2018-12-24","WN",19393,"N954WN",14831,"SJC","CA",14679,"SAN","CA",1845,1838,-7,0,0,-1,"1800-1859",2005,1957,-8,0,0,-1,"2000-2059",0,0,417,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-12-25T02:45:00.000+0000",7,48,"SJC-SAN"],[2,5,8,3,"2019-05-08","NK",20416,"N601NK",11697,"FLL","FL",15304,"TPA","FL",2255,2251,-4,0,0,-1,"2200-2259",2355,2345,-10,0,0,-1,"2300-2359",0,0,197,1,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-09T02:55:00.000+0000",4,10,"FLL-TPA"],[4,12,24,1,"2018-12-24","WN",19393,"N457WN",14893,"SMF","CA",10821,"BWI","MD",730,727,-3,0,0,-1,"0700-0759",1520,1502,-18,0,0,-2,"1500-1559",0,0,2395,10,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-12-24T15:30:00.000+0000",3,18,"SMF-BWI"],[2,5,24,5,"2019-05-24","WN",19393,"N8317M",12173,"HNL","HI",13830,"OGG","HI",1525,1523,-2,0,0,-1,"1500-1559",1615,1608,-7,0,0,-1,"1600-1659",0,0,100,1,0,0,0,0,0,2019,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2019-05-25T01:25:00.000+0000",2,7,"HNL-OGG"],[4,12,24,1,"2018-12-24","WN",19393,"N933WN",15016,"STL","MO",12191,"HOU","TX",1340,1339,-1,0,0,-1,"1300-1359",1545,1537,-8,0,0,-1,"1500-1559",0,0,687,3,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-12-24T19:40:00.000+0000",1,8,"STL-HOU"],[2,5,24,5,"2019-05-24","WN",19393,"N729SW",12889,"LAS","NV",14570,"RNO","NV",905,905,0,0,0,0,"0900-0959",1030,1020,-10,0,0,-1,"1000-1059",0,0,345,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-24T16:05:00.000+0000",0,10,"LAS-RNO"],[4,10,11,4,"2018-10-11","WN",19393,"N569WN",13796,"OAK","CA",14747,"SEA","WA",1610,1606,-4,0,0,-1,"1600-1659",1810,1804,-6,0,0,-1,"1800-1859",0,0,672,3,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-11T23:10:00.000+0000",4,6,"OAK-SEA"],[2,6,23,7,"2019-06-23","OO",20304,"N809SK",12266,"IAH","TX",14869,"SLC","UT",645,641,-4,0,0,-1,"0600-0659",852,846,-6,0,0,-1,"0800-0859",0,0,1195,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-23T11:45:00.000+0000",4,6,"IAH-SLC"],[4,12,24,1,"2018-12-24","WN",19393,"N432WN",15376,"TUS","AZ",14679,"SAN","CA",945,939,-6,0,0,-1,"0900-0959",1005,950,-15,0,0,-1,"1000-1059",0,0,368,2,0,0,0,0,0,2018,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2018-12-24T16:45:00.000+0000",6,55,"TUS-SAN"],[2,5,24,5,"2019-05-24","WN",19393,"N439WN",13232,"MDW","IL",12191,"HOU","TX",1115,1112,-3,0,0,-1,"1100-1159",1355,1338,-17,0,0,-2,"1300-1359",0,0,937,4,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-24T16:15:00.000+0000",3,17,"MDW-HOU"],[4,12,25,2,"2018-12-25","WN",19393,"N8302F",10821,"BWI","MD",14122,"PIT","PA",1905,1902,-3,0,0,-1,"1900-1959",2005,1954,-11,0,0,-1,"2000-2059",0,0,210,1,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-12-26T00:05:00.000+0000",3,51,"BWI-PIT"],[2,6,23,7,"2019-06-23","OO",20304,"N133SY",11292,"DEN","CO",15376,"TUS","AZ",944,940,-4,0,0,-1,"0900-0959",1045,1059,14,14,0,0,"1000-1059",0,0,639,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-23T15:44:00.000+0000",4,-14,"DEN-TUS"],[4,10,1,1,"2018-10-01","YX",20452,"N863RW",14986,"SRQ","FL",11618,"EWR","NJ",1145,1135,-10,0,0,-1,"1100-1159",1413,1436,23,23,1,1,"1400-1459",0,0,1034,5,0,0,23,0,0,2018,"KSRQ","large_airport","Sarasota Bradenton International Airport",30,"NA","US","US-FL","Sarasota/Bradenton","KSRQ","SRQ","SRQ","-82.55439758300781, 27.39539909362793","America/New_York","2018-10-01T15:45:00.000+0000",10,-23,"SRQ-EWR"],[2,5,24,5,"2019-05-24","WN",19393,"N791SW",13495,"MSY","LA",10693,"BNA","TN",1305,1303,-2,0,0,-1,"1300-1359",1435,1424,-11,0,0,-1,"1400-1459",0,0,471,2,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-24T18:05:00.000+0000",2,11,"MSY-BNA"],[4,12,25,2,"2018-12-25","WN",19393,"N7885A",11259,"DAL","TX",10821,"BWI","MD",1725,1725,0,0,0,0,"1700-1759",2110,2055,-15,0,0,-1,"2100-2159",0,0,1209,5,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-25T23:25:00.000+0000",0,55,"DAL-BWI"],[2,6,23,7,"2019-06-23","OO",20304,"N701BR",14570,"RNO","NV",14771,"SFO","CA",1230,1216,-14,0,0,-1,"1200-1259",1348,1331,-17,0,0,-2,"1300-1359",0,0,192,1,0,0,0,0,0,2019,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2019-06-23T19:30:00.000+0000",14,17,"RNO-SFO"],[4,10,2,2,"2018-10-02","YX",20452,"N644RW",14730,"SDF","KY",12266,"IAH","TX",735,731,-4,0,0,-1,"0700-0759",851,848,-3,0,0,-1,"0800-0859",0,0,788,4,0,0,0,0,0,2018,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2018-10-02T11:35:00.000+0000",4,3,"SDF-IAH"],[2,5,24,5,"2019-05-24","WN",19393,"N926WN",13796,"OAK","CA",13891,"ONT","CA",610,609,-1,0,0,-1,"0600-0659",730,729,-1,0,0,-1,"0700-0759",0,0,362,2,0,0,0,0,0,2019,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2019-05-24T13:10:00.000+0000",1,1,"OAK-ONT"],[4,10,2,2,"2018-10-02","YX",20452,"N743YX",11618,"EWR","NJ",14492,"RDU","NC",1700,1651,-9,0,0,-1,"1700-1759",1842,1834,-8,0,0,-1,"1800-1859",0,0,416,2,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-02T21:00:00.000+0000",49,8,"EWR-RDU"],[2,6,10,1,"2019-06-10","OO",20304,"N920EV",10779,"BTM","MT",14869,"SLC","UT",1300,1244,-16,0,0,-2,"1300-1359",1426,1401,-25,0,0,-2,"1400-1459",0,0,358,2,0,0,0,0,0,2019,"KBTM","medium_airport","Bert Mooney Airport",5550,"NA","US","US-MT","Butte","KBTM","BTM","BTM","-112.49700164794922, 45.95479965209961","America/Denver","2019-06-10T19:00:00.000+0000",56,25,"BTM-SLC"],[4,12,25,2,"2018-12-25","WN",19393,"N8613K",11292,"DEN","CO",13851,"OKC","OK",1945,1943,-2,0,0,-1,"1900-1959",2215,2201,-14,0,0,-1,"2200-2259",0,0,495,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-26T02:45:00.000+0000",2,14,"DEN-OKC"],[2,5,24,5,"2019-05-24","WN",19393,"N282WN",13931,"ORF","VA",10821,"BWI","MD",2045,2036,-9,0,0,-1,"2000-2059",2150,2125,-25,0,0,-2,"2100-2159",0,0,159,1,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-25T00:45:00.000+0000",9,25,"ORF-BWI"],[4,10,3,3,"2018-10-03","YX",20452,"N740YX",14122,"PIT","PA",12266,"IAH","TX",625,618,-7,0,0,-1,"0600-0659",821,758,-23,0,0,-2,"0800-0859",0,0,1117,5,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-10-03T10:25:00.000+0000",7,63,"PIT-IAH"],[2,6,10,1,"2019-06-10","OO",20304,"N449SW",14869,"SLC","UT",11921,"GJT","CO",1700,1656,-4,0,0,-1,"1700-1759",1812,1757,-15,0,0,-1,"1800-1859",0,0,216,1,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-06-10T23:00:00.000+0000",44,55,"SLC-GJT"],[4,10,3,3,"2018-10-03","YX",20452,"N636RW",11618,"EWR","NJ",13487,"MSP","MN",2110,2100,-10,0,0,-1,"2100-2159",2321,2258,-23,0,0,-2,"2300-2359",0,0,1008,5,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-04T01:10:00.000+0000",10,63,"EWR-MSP"],[2,5,31,5,"2019-05-31","WN",19393,"N761RR",10800,"BUR","CA",14057,"PDX","OR",1100,1100,0,0,0,0,"1100-1159",1320,1304,-16,0,0,-2,"1300-1359",0,0,817,4,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-05-31T18:00:00.000+0000",0,16,"BUR-PDX"],[4,10,4,4,"2018-10-04","YX",20452,"N861RW",11066,"CMH","OH",13930,"ORD","IL",625,618,-7,0,0,-1,"0600-0659",655,655,0,0,0,0,"0600-0659",0,0,296,2,0,0,0,0,0,2018,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2018-10-04T10:25:00.000+0000",7,0,"CMH-ORD"],[2,6,11,2,"2019-06-11","OO",20304,"N296SY",14747,"SEA","WA",12819,"KTN","AK",1120,1119,-1,0,0,-1,"1100-1159",1251,1212,-39,0,0,-2,"1200-1259",0,0,680,3,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-11T18:20:00.000+0000",1,39,"SEA-KTN"],[4,10,4,4,"2018-10-04","YX",20452,"N865RW",13930,"ORD","IL",10397,"ATL","GA",1400,1354,-6,0,0,-1,"1400-1459",1709,1649,-20,0,0,-2,"1700-1759",0,0,606,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T19:00:00.000+0000",46,60,"ORD-ATL"],[2,5,31,5,"2019-05-31","WN",19393,"N566WN",11140,"CRP","TX",12191,"HOU","TX",1525,1517,-8,0,0,-1,"1500-1559",1625,1601,-24,0,0,-2,"1600-1659",0,0,187,1,0,0,0,0,0,2019,"KCRP","large_airport","Corpus Christi International Airport",44,"NA","US","US-TX","Corpus Christi","KCRP","CRP","CRP","-97.5011978149414, 27.77039909362793","America/Chicago","2019-05-31T20:25:00.000+0000",8,24,"CRP-HOU"],[4,12,25,2,"2018-12-25","WN",19393,"N415WN",12889,"LAS","NV",13796,"OAK","CA",1825,1825,0,0,0,0,"1800-1859",1955,1942,-13,0,0,-1,"1900-1959",0,0,407,2,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-26T02:25:00.000+0000",0,13,"LAS-OAK"],[2,6,11,2,"2019-06-11","OO",20304,"N265SY",13487,"MSP","MN",13871,"OMA","NE",1354,1353,-1,0,0,-1,"1300-1359",1513,1506,-7,0,0,-1,"1500-1559",0,0,282,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-11T18:54:00.000+0000",1,7,"MSP-OMA"],[4,10,4,4,"2018-10-04","YX",20452,"N655RW",12266,"IAH","TX",14193,"PNS","FL",935,928,-7,0,0,-1,"0900-0959",1115,1056,-19,0,0,-2,"1100-1159",0,0,489,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-04T14:35:00.000+0000",7,59,"IAH-PNS"],[2,5,31,5,"2019-05-31","WN",19393,"N453WN",11697,"FLL","FL",13204,"MCO","FL",1150,1148,-2,0,0,-1,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,177,1,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-05-31T15:50:00.000+0000",2,7,"FLL-MCO"],[4,10,4,4,"2018-10-04","YX",20452,"N647RW",13930,"ORD","IL",11193,"CVG","KY",2110,2106,-4,0,0,-1,"2100-2159",2334,2320,-14,0,0,-1,"2300-2359",0,0,264,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-05T02:10:00.000+0000",4,14,"ORD-CVG"],[2,6,11,2,"2019-06-11","OO",20304,"N133SY",14004,"PAE","WA",11292,"DEN","CO",1555,1545,-10,0,0,-1,"1500-1559",1940,1917,-23,0,0,-2,"1900-1959",0,0,1036,5,0,0,0,0,0,2019,"KPAE","medium_airport","Snohomish County (Paine Field) Airport",606,"NA","US","US-WA","Everett","KPAE","PAE","PAE","-122.2819977, 47.90629959","America/Los_Angeles","2019-06-11T22:55:00.000+0000",10,23,"PAE-DEN"],[4,12,25,2,"2018-12-25","WN",19393,"N457WN",12892,"LAX","CA",14107,"PHX","AZ",1600,1558,-2,0,0,-1,"1600-1659",1820,1816,-4,0,0,-1,"1800-1859",0,0,370,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-26T00:00:00.000+0000",42,4,"LAX-PHX"],[2,5,31,5,"2019-05-31","WN",19393,"N8514F",13204,"MCO","FL",11292,"DEN","CO",1010,1009,-1,0,0,-1,"1000-1059",1210,1159,-11,0,0,-1,"1200-1259",0,0,1546,7,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-31T14:10:00.000+0000",1,51,"MCO-DEN"],[4,10,5,5,"2018-10-05","YX",20452,"N723YX",11433,"DTW","MI",11618,"EWR","NJ",1005,953,-12,0,0,-1,"1000-1059",1149,1125,-24,0,0,-2,"1100-1159",0,0,488,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-05T14:05:00.000+0000",52,24,"DTW-EWR"],[2,5,31,5,"2019-05-31","WN",19393,"N937WN",13204,"MCO","FL",12191,"HOU","TX",2130,2127,-3,0,0,-1,"2100-2159",2250,2251,1,1,0,0,"2200-2259",0,0,849,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-01T01:30:00.000+0000",3,-1,"MCO-HOU"],[4,12,25,2,"2018-12-25","WN",19393,"N7731A",13296,"MHT","NH",10821,"BWI","MD",1635,1633,-2,0,0,-1,"1600-1659",1810,1753,-17,0,0,-2,"1800-1859",0,0,377,2,0,0,0,0,0,2018,"KMHT","large_airport","Manchester-Boston Regional Airport",266,"NA","US","US-NH","Manchester","KMHT","MHT","MHT","-71.435699, 42.932598","America/New_York","2018-12-25T21:35:00.000+0000",2,57,"MHT-BWI"],[2,6,11,2,"2019-06-11","OO",20304,"N117SY",13485,"MSN","WI",14771,"SFO","CA",1553,1546,-7,0,0,-1,"1500-1559",1835,1801,-34,0,0,-2,"1800-1859",0,0,1772,8,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-06-11T20:53:00.000+0000",7,34,"MSN-SFO"],[4,10,19,5,"2018-10-19","EV",20366,"N713EV",13367,"MLI","IL",10397,"ATL","GA",1128,1127,-1,0,0,-1,"1100-1159",1419,1416,-3,0,0,-1,"1400-1459",0,0,633,3,0,0,0,0,0,2018,"KMLI","large_airport","Quad City International Airport",590,"NA","US","US-IL","Moline","KMLI","MLI","MLI","-90.50749969482422, 41.44850158691406","America/Chicago","2018-10-19T16:28:00.000+0000",1,3,"MLI-ATL"],[2,5,31,5,"2019-05-31","WN",19393,"N720WN",13232,"MDW","IL",10800,"BUR","CA",825,825,0,0,0,0,"0800-0859",1045,1035,-10,0,0,-1,"1000-1059",0,0,1740,7,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-31T13:25:00.000+0000",0,10,"MDW-BUR"],[4,10,30,2,"2018-10-30","EV",20366,"N708EV",11003,"CID","IA",10397,"ATL","GA",1705,1701,-4,0,0,-1,"1700-1759",2005,1959,-6,0,0,-1,"2000-2059",0,0,694,3,0,0,0,0,0,2018,"KCID","large_airport","The Eastern Iowa Airport",869,"NA","US","US-IA","Cedar Rapids","KCID","CID","CID","-91.71080017089844, 41.884700775146484","America/Chicago","2018-10-30T22:05:00.000+0000",4,46,"CID-ATL"],[2,6,11,2,"2019-06-11","OO",20304,"N498CA",14150,"PLN","MI",10333,"APN","MI",2213,2200,-13,0,0,-1,"2200-2259",2255,2239,-16,0,0,-2,"2200-2259",0,0,69,1,0,0,0,0,0,2019,"KPLN","medium_airport","Pellston Regional Airport of Emmet County Airport",721,"NA","US","US-MI","Pellston","KPLN","PLN","PLN","-84.79669952, 45.57089996","America/Detroit","2019-06-12T02:13:00.000+0000",13,16,"PLN-APN"],[4,12,23,7,"2018-12-23","9E",20363,"N8886A",12953,"LGA","NY",11995,"GSO","NC",1820,1814,-6,0,0,-1,"1800-1859",2018,2012,-6,0,0,-1,"2000-2059",0,0,461,2,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-23T23:20:00.000+0000",6,6,"LGA-GSO"],[2,6,12,3,"2019-06-12","OO",20304,"N727SK",12892,"LAX","CA",12441,"JAC","WY",1817,1810,-7,0,0,-1,"1800-1859",2128,2112,-16,0,0,-2,"2100-2159",0,0,784,4,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-06-13T01:17:00.000+0000",7,16,"LAX-JAC"],[4,12,4,2,"2018-12-04","9E",20363,"N297PQ",13485,"MSN","WI",11433,"DTW","MI",907,903,-4,0,0,-1,"0900-0959",1132,1117,-15,0,0,-1,"1100-1159",0,0,311,2,0,0,0,0,0,2018,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2018-12-04T15:07:00.000+0000",4,15,"MSN-DTW"],[2,6,12,3,"2019-06-12","OO",20304,"N771SK",14730,"SDF","KY",13930,"ORD","IL",1933,1931,-2,0,0,-1,"1900-1959",2006,2034,28,28,1,1,"2000-2059",0,0,286,2,0,0,28,0,0,2019,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2019-06-12T23:33:00.000+0000",2,-28,"SDF-ORD"],[4,10,3,3,"2018-10-03","EV",20366,"N707EV",10397,"ATL","GA",12945,"LEX","KY",1014,1009,-5,0,0,-1,"1000-1059",1128,1116,-12,0,0,-1,"1100-1159",0,0,304,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-03T14:14:00.000+0000",5,12,"ATL-LEX"],[2,6,12,3,"2019-06-12","OO",20304,"N185SY",14570,"RNO","NV",14057,"PDX","OR",1955,1945,-10,0,0,-1,"1900-1959",2125,2120,-5,0,0,-1,"2100-2159",0,0,444,2,0,0,0,0,0,2019,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2019-06-13T02:55:00.000+0000",10,5,"RNO-PDX"],[4,12,8,6,"2018-12-08","9E",20363,"N8976E",12007,"GTR","MS",10397,"ATL","GA",1325,1321,-4,0,0,-1,"1300-1359",1542,1525,-17,0,0,-2,"1500-1559",0,0,241,1,0,0,0,0,0,2018,"KGTR","medium_airport","Golden Triangle Regional Airport",264,"NA","US","US-MS","Columbus/W Point/Starkville","KGTR","GTR","GTR","-88.5914001465, 33.450298309299995","America/Chicago","2018-12-08T19:25:00.000+0000",4,17,"GTR-ATL"],[2,6,12,3,"2019-06-12","OO",20304,"N185SY",14057,"PDX","OR",14570,"RNO","NV",1730,1724,-6,0,0,-1,"1700-1759",1910,1908,-2,0,0,-1,"1900-1959",0,0,444,2,0,0,0,0,0,2019,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2019-06-13T00:30:00.000+0000",6,2,"PDX-RNO"],[4,10,1,1,"2018-10-01","OO",20304,"N755SK",11298,"DFW","TX",15412,"TYS","TN",2035,2026,-9,0,0,-1,"2000-2059",2345,2354,9,9,0,0,"2300-2359",0,0,771,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-02T01:35:00.000+0000",9,-9,"DFW-TYS"],[2,5,31,5,"2019-05-31","WN",19393,"N934WN",14107,"PHX","AZ",11042,"CLE","OH",1035,1032,-3,0,0,-1,"1000-1059",1730,1716,-14,0,0,-1,"1700-1759",0,0,1737,7,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-31T17:35:00.000+0000",3,14,"PHX-CLE"],[4,10,1,1,"2018-10-01","OO",20304,"N702SK",11695,"FLG","AZ",14107,"PHX","AZ",1034,1033,-1,0,0,-1,"1000-1059",1129,1123,-6,0,0,-1,"1100-1159",0,0,119,1,0,0,0,0,0,2018,"KFLG","medium_airport","Flagstaff Pulliam Airport",7014,"NA","US","US-AZ","Flagstaff","KFLG","FLG","FLG","-111.6709976, 35.13850021","America/Phoenix","2018-10-01T17:34:00.000+0000",1,6,"FLG-PHX"],[2,6,12,3,"2019-06-12","OO",20304,"N181SY",14679,"SAN","CA",14869,"SLC","UT",650,643,-7,0,0,-1,"0600-0659",950,956,6,6,0,0,"0900-0959",0,0,626,3,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-12T13:50:00.000+0000",7,-6,"SAN-SLC"],[4,12,13,4,"2018-12-13","9E",20363,"N921XJ",12953,"LGA","NY",11423,"DSM","IA",1121,1107,-14,0,0,-1,"1100-1159",1352,1404,12,12,0,0,"1300-1359",0,0,1031,5,0,0,0,0,0,2018,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2018-12-13T16:21:00.000+0000",14,-52,"LGA-DSM"],[2,6,12,3,"2019-06-12","OO",20304,"N189SY",14679,"SAN","CA",11638,"FAT","CA",1940,1934,-6,0,0,-1,"1900-1959",2100,2059,-1,0,0,-1,"2100-2159",0,0,314,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-13T02:40:00.000+0000",6,41,"SAN-FAT"],[4,12,3,1,"2018-12-03","9E",20363,"N293PQ",11433,"DTW","MI",10792,"BUF","NY",1012,1007,-5,0,0,-1,"1000-1059",1139,1129,-10,0,0,-1,"1100-1159",0,0,241,1,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-12-03T15:12:00.000+0000",5,10,"DTW-BUF"],[2,6,12,3,"2019-06-12","OO",20304,"N274SY",10868,"CAE","SC",12953,"LGA","NY",600,557,-3,0,0,-1,"0600-0659",755,732,-23,0,0,-2,"0700-0759",0,0,617,3,0,0,0,0,0,2019,"KCAE","large_airport","Columbia Metropolitan Airport",236,"NA","US","US-SC","Columbia","KCAE","CAE","CAE","-81.11949920654297, 33.93880081176758","America/New_York","2019-06-12T10:00:00.000+0000",43,23,"CAE-LGA"],[4,12,4,2,"2018-12-04","AA",19805,"N301PA",15016,"STL","MO",12892,"LAX","CA",620,617,-3,0,0,-1,"0600-0659",844,854,10,10,0,0,"0800-0859",0,0,1592,7,0,0,0,0,0,2018,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2018-12-04T12:20:00.000+0000",3,-10,"STL-LAX"],[2,6,12,3,"2019-06-12","OO",20304,"N295SY",13487,"MSP","MN",12156,"HLN","MT",1749,1739,-10,0,0,-1,"1700-1759",1940,1920,-20,0,0,-2,"1900-1959",0,0,913,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-12T22:49:00.000+0000",10,20,"MSP-HLN"],[4,12,17,1,"2018-12-17","AA",19805,"N901NN",13930,"ORD","IL",14771,"SFO","CA",1150,1147,-3,0,0,-1,"1100-1159",1434,1406,-28,0,0,-2,"1400-1459",0,0,1846,8,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-17T17:50:00.000+0000",3,28,"ORD-SFO"],[2,6,12,3,"2019-06-12","OO",20304,"N800SK",13487,"MSP","MN",14524,"RIC","VA",1236,1232,-4,0,0,-1,"1200-1259",1625,1557,-28,0,0,-2,"1600-1659",0,0,970,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-12T17:36:00.000+0000",4,68,"MSP-RIC"],[4,10,14,7,"2018-10-14","OO",20304,"N941SW",14698,"SBP","CA",12892,"LAX","CA",1951,1937,-14,0,0,-1,"1900-1959",2105,2102,-3,0,0,-1,"2100-2159",0,0,156,1,0,0,0,0,0,2018,"KSBP","medium_airport","San Luis County Regional Airport",212,"NA","US","US-CA","San Luis Obispo","KSBP","SBP","SBP","-120.641998291, 35.236801147499996","America/Los_Angeles","2018-10-15T02:51:00.000+0000",14,3,"SBP-LAX"],[2,6,29,6,"2019-06-29","OO",20304,"N263SY",12953,"LGA","NY",11057,"CLT","NC",1130,1130,0,0,0,0,"1100-1159",1345,1328,-17,0,0,-2,"1300-1359",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-29T15:30:00.000+0000",0,17,"LGA-CLT"],[4,12,27,4,"2018-12-27","AA",19805,"N757UW",14107,"PHX","AZ",12266,"IAH","TX",959,957,-2,0,0,-1,"0900-0959",1336,1345,9,9,0,0,"1300-1359",0,0,1009,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-27T16:59:00.000+0000",2,-9,"PHX-IAH"],[2,6,29,6,"2019-06-29","OO",20304,"N809SK",10620,"BIL","MT",13487,"MSP","MN",1630,1628,-2,0,0,-1,"1600-1659",1936,1913,-23,0,0,-2,"1900-1959",0,0,748,3,0,0,0,0,0,2019,"KBIL","large_airport","Billings Logan International Airport",3652,"NA","US","US-MT","Billings","KBIL","BIL","BIL","-108.54299926757812, 45.807701110839844","America/Denver","2019-06-29T22:30:00.000+0000",2,23,"BIL-MSP"],[4,10,14,7,"2018-10-14","OO",20304,"N418SW",15389,"TWF","ID",14869,"SLC","UT",1820,1818,-2,0,0,-1,"1800-1859",1920,1911,-9,0,0,-1,"1900-1959",0,0,175,1,0,0,0,0,0,2018,"KTWF","medium_airport","Joslin Field Magic Valley Regional Airport",4154,"NA","US","US-ID","Twin Falls","KTWF","TWF","TWF","-114.487999, 42.4818","America/Boise","2018-10-15T00:20:00.000+0000",2,9,"TWF-SLC"],[2,6,29,6,"2019-06-29","OO",20304,"N292SY",10713,"BOI","ID",14869,"SLC","UT",900,854,-6,0,0,-1,"0900-0959",1016,959,-17,0,0,-2,"1000-1059",0,0,290,2,0,0,0,0,0,2019,"KBOI","large_airport","Boise Air Terminal/Gowen Field",2871,"NA","US","US-ID","Boise","KBOI","BOI","BOI","-116.223, 43.5644","America/Boise","2019-06-29T15:00:00.000+0000",46,57,"BOI-SLC"],[4,10,15,1,"2018-10-15","OO",20304,"N762SK",11823,"FWA","IN",11298,"DFW","TX",625,620,-5,0,0,-1,"0600-0659",810,815,5,5,0,0,"0800-0859",0,0,859,4,0,0,0,0,0,2018,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2018-10-15T10:25:00.000+0000",5,-5,"FWA-DFW"],[2,6,29,6,"2019-06-29","OO",20304,"N901EV",13184,"MBS","MI",13930,"ORD","IL",1648,1633,-15,0,0,-1,"1600-1659",1703,1649,-14,0,0,-1,"1700-1759",0,0,222,1,0,0,0,0,0,2019,"KMBS","large_airport","MBS International Airport",668,"NA","US","US-MI","Saginaw","KMBS","MBS","MBS","-84.07959747314453, 43.532901763916016","America/New_York","2019-06-29T20:48:00.000+0000",15,54,"MBS-ORD"],[4,10,15,1,"2018-10-15","OO",20304,"N641CA",12197,"HPN","NY",11433,"DTW","MI",1235,1222,-13,0,0,-1,"1200-1259",1432,1420,-12,0,0,-1,"1400-1459",0,0,505,3,0,0,0,0,0,2018,"KHPN","medium_airport","Westchester County Airport",439,"NA","US","US-NY","White Plains","KHPN","HPN","HPN","-73.70760345458984, 41.06700134277344","America/New_York","2018-10-15T16:35:00.000+0000",13,12,"HPN-DTW"],[2,5,25,6,"2019-05-25","WN",19393,"N7710A",15304,"TPA","FL",14730,"SDF","KY",1720,1717,-3,0,0,-1,"1700-1759",1925,1908,-17,0,0,-2,"1900-1959",0,0,727,3,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-05-25T21:20:00.000+0000",3,17,"TPA-SDF"],[4,10,15,1,"2018-10-15","OO",20304,"N609SK",12992,"LIT","AR",11433,"DTW","MI",605,557,-8,0,0,-1,"0600-0659",912,850,-22,0,0,-2,"0900-0959",0,0,705,3,0,0,0,0,0,2018,"KLIT","large_airport","Bill & Hillary Clinton National Airport/Adams Field",262,"NA","US","US-AR","Little Rock","KLIT","LIT","LIT","-92.2242965698, 34.729400634799994","America/Chicago","2018-10-15T11:05:00.000+0000",48,62,"LIT-DTW"],[2,5,26,7,"2019-05-26","WN",19393,"N8681M",10423,"AUS","TX",12889,"LAS","NV",1610,1608,-2,0,0,-1,"1600-1659",1710,1658,-12,0,0,-1,"1700-1759",0,0,1090,5,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-05-26T21:10:00.000+0000",2,52,"AUS-LAS"],[4,12,3,1,"2018-12-03","AA",19805,"N746UW",15304,"TPA","FL",11278,"DCA","VA",828,823,-5,0,0,-1,"0800-0859",1039,1023,-16,0,0,-2,"1000-1059",0,0,814,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-03T13:28:00.000+0000",5,16,"TPA-DCA"],[2,5,26,7,"2019-05-26","WN",19393,"N8617E",10529,"BDL","CT",10821,"BWI","MD",815,813,-2,0,0,-1,"0800-0859",930,917,-13,0,0,-1,"0900-0959",0,0,283,2,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-05-26T12:15:00.000+0000",2,13,"BDL-BWI"],[4,10,15,1,"2018-10-15","OO",20304,"N268SY",13930,"ORD","IL",12478,"JFK","NY",1510,1509,-1,0,0,-1,"1500-1559",1836,1812,-24,0,0,-2,"1800-1859",0,0,740,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-15T20:10:00.000+0000",1,24,"ORD-JFK"],[2,5,26,7,"2019-05-26","WN",19393,"N712SW",10693,"BNA","TN",13232,"MDW","IL",610,607,-3,0,0,-1,"0600-0659",740,724,-16,0,0,-2,"0700-0759",0,0,395,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-26T11:10:00.000+0000",3,16,"BNA-MDW"],[4,12,19,3,"2018-12-19","AA",19805,"N661AW",11057,"CLT","NC",10397,"ATL","GA",924,917,-7,0,0,-1,"0900-0959",1038,1032,-6,0,0,-1,"1000-1059",0,0,226,1,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-19T14:24:00.000+0000",7,6,"CLT-ATL"],[2,5,26,7,"2019-05-26","WN",19393,"N7851A",10693,"BNA","TN",14683,"SAT","TX",1915,1908,-7,0,0,-1,"1900-1959",2135,2115,-20,0,0,-2,"2100-2159",0,0,822,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-27T00:15:00.000+0000",7,20,"BNA-SAT"],[4,12,20,4,"2018-12-20","AA",19805,"N136AN",14747,"SEA","WA",11298,"DFW","TX",915,909,-6,0,0,-1,"0900-0959",1507,1442,-25,0,0,-2,"1500-1559",0,0,1660,7,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-12-20T17:15:00.000+0000",6,65,"SEA-DFW"],[2,6,29,6,"2019-06-29","OO",20304,"N120SY",15376,"TUS","AZ",14771,"SFO","CA",1300,1256,-4,0,0,-1,"1300-1359",1518,1506,-12,0,0,-1,"1500-1559",0,0,751,4,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-06-29T20:00:00.000+0000",44,12,"TUS-SFO"],[4,12,3,1,"2018-12-03","AA",19805,"N982VJ",14679,"SAN","CA",14107,"PHX","AZ",1926,1920,-6,0,0,-1,"1900-1959",2147,2134,-13,0,0,-1,"2100-2159",0,0,304,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-04T03:26:00.000+0000",6,13,"SAN-PHX"],[2,5,26,7,"2019-05-26","WN",19393,"N7724A",10821,"BWI","MD",14107,"PHX","AZ",1410,1410,0,0,0,0,"1400-1459",1610,1607,-3,0,0,-1,"1600-1659",0,0,1999,8,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-26T18:10:00.000+0000",0,3,"BWI-PHX"],[4,10,18,4,"2018-10-18","OO",20304,"N754SK",13931,"ORF","VA",13930,"ORD","IL",1033,1027,-6,0,0,-1,"1000-1059",1204,1158,-6,0,0,-1,"1200-1259",0,0,717,3,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-10-18T14:33:00.000+0000",6,46,"ORF-ORD"],[2,5,26,7,"2019-05-26","WN",19393,"N742SW",11066,"CMH","OH",11697,"FLL","FL",1030,1027,-3,0,0,-1,"1000-1059",1310,1251,-19,0,0,-2,"1300-1359",0,0,973,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-26T14:30:00.000+0000",3,59,"CMH-FLL"],[4,10,18,4,"2018-10-18","OO",20304,"N746SK",14107,"PHX","AZ",16218,"YUM","AZ",1848,1841,-7,0,0,-1,"1800-1859",1944,1943,-1,0,0,-1,"1900-1959",0,0,160,1,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-19T01:48:00.000+0000",7,1,"PHX-YUM"],[2,5,26,7,"2019-05-26","WN",19393,"N8581Z",11259,"DAL","TX",14747,"SEA","WA",1405,1405,0,0,0,0,"1400-1459",1625,1605,-20,0,0,-2,"1600-1659",0,0,1670,7,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-26T19:05:00.000+0000",0,20,"DAL-SEA"],[4,10,18,4,"2018-10-18","OO",20304,"N719SK",13930,"ORD","IL",14869,"SLC","UT",2026,2025,-1,0,0,-1,"2000-2059",2303,2311,8,8,0,0,"2300-2359",0,0,1250,6,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-19T01:26:00.000+0000",1,-8,"ORD-SLC"],[2,5,26,7,"2019-05-26","WN",19393,"N569WN",11278,"DCA","VA",13495,"MSY","LA",1255,1255,0,0,0,0,"1200-1259",1440,1441,1,1,0,0,"1400-1459",0,0,969,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-26T16:55:00.000+0000",0,-1,"DCA-MSY"],[4,12,30,7,"2018-12-30","AA",19805,"N837AW",14908,"SNA","CA",14107,"PHX","AZ",1001,954,-7,0,0,-1,"1000-1059",1219,1207,-12,0,0,-1,"1200-1259",0,0,338,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-30T18:01:00.000+0000",47,12,"SNA-PHX"],[2,6,30,7,"2019-06-30","OO",20304,"N763SK",11423,"DSM","IA",11298,"DFW","TX",920,911,-9,0,0,-1,"0900-0959",1121,1056,-25,0,0,-2,"1100-1159",0,0,624,3,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-06-30T14:20:00.000+0000",9,65,"DSM-DFW"],[4,12,26,3,"2018-12-26","AA",19805,"N189UW",14107,"PHX","AZ",14679,"SAN","CA",1509,1503,-6,0,0,-1,"1500-1559",1516,1526,10,10,0,0,"1500-1559",0,0,304,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-26T22:09:00.000+0000",6,-10,"PHX-SAN"],[2,5,26,7,"2019-05-26","WN",19393,"N8644C",12892,"LAX","CA",10397,"ATL","GA",740,740,0,0,0,0,"0700-0759",1455,1436,-19,0,0,-2,"1400-1459",0,0,1947,8,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-26T14:40:00.000+0000",0,19,"LAX-ATL"],[4,10,18,4,"2018-10-18","OO",20304,"N822SK",14492,"RDU","NC",10721,"BOS","MA",906,906,0,0,0,0,"0900-0959",1104,1056,-8,0,0,-1,"1100-1159",0,0,612,3,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-18T13:06:00.000+0000",0,48,"RDU-BOS"],[2,6,1,6,"2019-06-01","WN",19393,"N7833A",10423,"AUS","TX",12191,"HOU","TX",610,609,-1,0,0,-1,"0600-0659",710,652,-18,0,0,-2,"0700-0759",0,0,148,1,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-06-01T11:10:00.000+0000",1,58,"AUS-HOU"],[4,12,7,5,"2018-12-07","AA",19805,"N974UY",11057,"CLT","NC",14492,"RDU","NC",2245,2239,-6,0,0,-1,"2200-2259",2337,2323,-14,0,0,-1,"2300-2359",0,0,130,1,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-08T03:45:00.000+0000",6,14,"CLT-RDU"],[2,5,26,7,"2019-05-26","WN",19393,"N8567Z",12892,"LAX","CA",13495,"MSY","LA",615,611,-4,0,0,-1,"0600-0659",1155,1143,-12,0,0,-1,"1100-1159",0,0,1670,7,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-26T13:15:00.000+0000",4,12,"LAX-MSY"],[4,10,18,4,"2018-10-18","OO",20304,"N498CA",11721,"FNT","MI",13487,"MSP","MN",1812,1804,-8,0,0,-1,"1800-1859",1900,1843,-17,0,0,-2,"1900-1959",0,0,491,2,0,0,0,0,0,2018,"KFNT","medium_airport","Bishop International Airport",782,"NA","US","US-MI","Flint","KFNT","FNT","FNT","-83.74359893798828, 42.96540069580078","America/New_York","2018-10-18T22:12:00.000+0000",8,57,"FNT-MSP"],[2,5,26,7,"2019-05-26","WN",19393,"N569WN",13198,"MCI","MO",11278,"DCA","VA",830,823,-7,0,0,-1,"0800-0859",1155,1148,-7,0,0,-1,"1100-1159",0,0,949,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-26T13:30:00.000+0000",7,7,"MCI-DCA"],[4,12,1,6,"2018-12-01","AA",19805,"N820AW",11057,"CLT","NC",14524,"RIC","VA",737,728,-9,0,0,-1,"0700-0759",845,825,-20,0,0,-2,"0800-0859",0,0,257,2,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-01T12:37:00.000+0000",9,20,"CLT-RIC"],[2,5,26,7,"2019-05-26","WN",19393,"N210WN",13232,"MDW","IL",11278,"DCA","VA",600,554,-6,0,0,-1,"0600-0659",840,821,-19,0,0,-2,"0800-0859",0,0,601,3,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-26T11:00:00.000+0000",46,19,"MDW-DCA"],[4,10,18,4,"2018-10-18","OO",20304,"N826SK",13487,"MSP","MN",11637,"FAR","ND",1537,1537,0,0,0,0,"1500-1559",1646,1632,-14,0,0,-1,"1600-1659",0,0,223,1,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T20:37:00.000+0000",0,14,"MSP-FAR"],[2,6,1,6,"2019-06-01","WN",19393,"N8613K",11042,"CLE","OH",14107,"PHX","AZ",835,835,0,0,0,0,"0800-0859",955,947,-8,0,0,-1,"0900-0959",0,0,1737,7,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-06-01T12:35:00.000+0000",0,8,"CLE-PHX"],[4,12,16,7,"2018-12-16","AA",19805,"N840AW",14107,"PHX","AZ",14683,"SAT","TX",1020,1014,-6,0,0,-1,"1000-1059",1332,1320,-12,0,0,-1,"1300-1359",0,0,843,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-16T17:20:00.000+0000",6,12,"PHX-SAT"],[2,5,26,7,"2019-05-26","WN",19393,"N275WN",13232,"MDW","IL",14122,"PIT","PA",1345,1342,-3,0,0,-1,"1300-1359",1605,1552,-13,0,0,-1,"1600-1659",0,0,402,2,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-26T18:45:00.000+0000",3,53,"MDW-PIT"],[4,12,19,3,"2018-12-19","AA",19805,"N765US",14027,"PBI","FL",11057,"CLT","NC",500,455,-5,0,0,-1,"0001-0559",649,636,-13,0,0,-1,"0600-0659",0,0,590,3,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-12-19T10:00:00.000+0000",45,13,"PBI-CLT"],[2,6,1,6,"2019-06-01","WN",19393,"N768SW",11193,"CVG","KY",10821,"BWI","MD",1640,1634,-6,0,0,-1,"1600-1659",1810,1749,-21,0,0,-2,"1800-1859",0,0,430,2,0,0,0,0,0,2019,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2019-06-01T20:40:00.000+0000",6,61,"CVG-BWI"],[4,10,22,1,"2018-10-22","OO",20304,"N162SY",11292,"DEN","CO",10140,"ABQ","NM",1215,1210,-5,0,0,-1,"1200-1259",1340,1329,-11,0,0,-1,"1300-1359",0,0,349,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-22T18:15:00.000+0000",5,11,"DEN-ABQ"],[2,6,1,6,"2019-06-01","WN",19393,"N7813P",11278,"DCA","VA",11259,"DAL","TX",630,626,-4,0,0,-1,"0600-0659",840,819,-21,0,0,-2,"0800-0859",0,0,1184,5,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-01T10:30:00.000+0000",4,21,"DCA-DAL"],[4,10,22,1,"2018-10-22","OO",20304,"N125SY",12892,"LAX","CA",14689,"SBA","CA",1147,1142,-5,0,0,-1,"1100-1159",1240,1234,-6,0,0,-1,"1200-1259",0,0,89,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-22T18:47:00.000+0000",5,6,"LAX-SBA"],[2,6,1,6,"2019-06-01","WN",19393,"N214WN",11423,"DSM","IA",15016,"STL","MO",910,909,-1,0,0,-1,"0900-0959",1015,1008,-7,0,0,-1,"1000-1059",0,0,259,2,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-06-01T14:10:00.000+0000",1,7,"DSM-STL"],[4,12,11,2,"2018-12-11","AA",19805,"N282AY",14100,"PHL","PA",11057,"CLT","NC",635,627,-8,0,0,-1,"0600-0659",820,806,-14,0,0,-1,"0800-0859",0,0,449,2,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-11T11:35:00.000+0000",8,14,"PHL-CLT"],[2,5,26,7,"2019-05-26","WN",19393,"N713SW",14122,"PIT","PA",10397,"ATL","GA",1125,1119,-6,0,0,-1,"1100-1159",1310,1250,-20,0,0,-2,"1300-1359",0,0,526,3,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-26T15:25:00.000+0000",6,60,"PIT-ATL"],[4,10,22,1,"2018-10-22","OO",20304,"N926SW",14771,"SFO","CA",14252,"PSC","WA",1255,1249,-6,0,0,-1,"1200-1259",1504,1522,18,18,1,1,"1500-1559",0,0,620,3,0,0,18,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-22T19:55:00.000+0000",6,-18,"SFO-PSC"],[2,5,26,7,"2019-05-26","WN",19393,"N953WN",14492,"RDU","NC",10693,"BNA","TN",625,621,-4,0,0,-1,"0600-0659",655,642,-13,0,0,-1,"0600-0659",0,0,442,2,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-26T10:25:00.000+0000",4,13,"RDU-BNA"],[4,12,2,7,"2018-12-02","AA",19805,"N172US",14100,"PHL","PA",12892,"LAX","CA",1010,1008,-2,0,0,-1,"1000-1059",1312,1311,-1,0,0,-1,"1300-1359",0,0,2402,10,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-02T15:10:00.000+0000",2,1,"PHL-LAX"],[2,6,1,6,"2019-06-01","WN",19393,"N562WN",12191,"HOU","TX",13232,"MDW","IL",2110,2110,0,0,0,0,"2100-2159",2330,2331,1,1,0,0,"2300-2359",0,0,937,4,0,0,0,0,0,2019,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2019-06-02T02:10:00.000+0000",0,-1,"HOU-MDW"],[4,12,19,3,"2018-12-19","AA",19805,"N669AW",14107,"PHX","AZ",11423,"DSM","IA",2000,1959,-1,0,0,-1,"2000-2059",2337,2351,14,14,0,0,"2300-2359",0,0,1149,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-20T03:00:00.000+0000",41,-14,"PHX-DSM"],[2,5,26,7,"2019-05-26","WN",19393,"N297WN",14679,"SAN","CA",12889,"LAS","NV",725,718,-7,0,0,-1,"0700-0759",845,823,-22,0,0,-2,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-05-26T14:25:00.000+0000",7,22,"SAN-LAS"],[4,12,6,4,"2018-12-06","AA",19805,"N824AW",14107,"PHX","AZ",14683,"SAT","TX",1327,1323,-4,0,0,-1,"1300-1359",1633,1640,7,7,0,0,"1600-1659",0,0,843,4,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-06T20:27:00.000+0000",4,-7,"PHX-SAT"],[2,5,26,7,"2019-05-26","WN",19393,"N7735A",15304,"TPA","FL",10821,"BWI","MD",2005,1955,-10,0,0,-1,"2000-2059",2225,2226,1,1,0,0,"2200-2259",0,0,842,4,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-05-27T00:05:00.000+0000",50,-1,"TPA-BWI"],[4,10,23,2,"2018-10-23","OO",20304,"N709SK",14107,"PHX","AZ",11921,"GJT","CO",1215,1209,-6,0,0,-1,"1200-1259",1442,1440,-2,0,0,-1,"1400-1459",0,0,438,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-23T19:15:00.000+0000",6,2,"PHX-GJT"],[2,5,27,1,"2019-05-27","WN",19393,"N7877H",10397,"ATL","GA",13495,"MSY","LA",1050,1046,-4,0,0,-1,"1000-1059",1125,1110,-15,0,0,-1,"1100-1159",0,0,425,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-27T14:50:00.000+0000",4,15,"ATL-MSY"],[4,12,13,4,"2018-12-13","AA",19805,"N926UW",11298,"DFW","TX",15304,"TPA","FL",1105,1102,-3,0,0,-1,"1100-1159",1427,1422,-5,0,0,-1,"1400-1459",0,0,929,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-13T17:05:00.000+0000",3,5,"DFW-TPA"],[2,6,1,6,"2019-06-01","WN",19393,"N561WN",13495,"MSY","LA",10821,"BWI","MD",1715,1715,0,0,0,0,"1700-1759",2050,2034,-16,0,0,-2,"2000-2059",0,0,998,4,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-06-01T22:15:00.000+0000",0,16,"MSY-BWI"],[4,12,8,6,"2018-12-08","AA",19805,"N904AA",11292,"DEN","CO",11298,"DFW","TX",1639,1632,-7,0,0,-1,"1600-1659",1937,1923,-14,0,0,-1,"1900-1959",0,0,641,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-08T23:39:00.000+0000",7,14,"DEN-DFW"],[2,6,1,6,"2019-06-01","WN",19393,"N479WN",14635,"RSW","FL",11042,"CLE","OH",1805,1755,-10,0,0,-1,"1800-1859",2045,2023,-22,0,0,-2,"2000-2059",0,0,1025,5,0,0,0,0,0,2019,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2019-06-01T22:05:00.000+0000",50,22,"RSW-CLE"],[4,12,23,7,"2018-12-23","AA",19805,"N755US",11057,"CLT","NC",14321,"PWM","ME",950,945,-5,0,0,-1,"0900-0959",1204,1155,-9,0,0,-1,"1200-1259",0,0,813,4,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-12-23T14:50:00.000+0000",5,49,"CLT-PWM"],[2,6,1,6,"2019-06-01","WN",19393,"N756SA",14831,"SJC","CA",10800,"BUR","CA",1550,1547,-3,0,0,-1,"1500-1559",1655,1653,-2,0,0,-1,"1600-1659",0,0,296,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-06-01T22:50:00.000+0000",3,2,"SJC-BUR"],[4,10,23,2,"2018-10-23","OO",20304,"N260SY",14869,"SLC","UT",11292,"DEN","CO",1549,1549,0,0,0,0,"1500-1559",1721,1706,-15,0,0,-1,"1700-1759",0,0,391,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-23T21:49:00.000+0000",0,15,"SLC-DEN"],[2,5,3,5,"2019-05-03","WN",19393,"N7715E",10140,"ABQ","NM",12892,"LAX","CA",525,524,-1,0,0,-1,"0001-0559",630,617,-13,0,0,-1,"0600-0659",0,0,677,3,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-05-03T11:25:00.000+0000",1,13,"ABQ-LAX"],[4,10,23,2,"2018-10-23","OO",20304,"N857AS",15323,"TRI","TN",10397,"ATL","GA",1315,1310,-5,0,0,-1,"1300-1359",1420,1422,2,2,0,0,"1400-1459",0,0,227,1,0,0,0,0,0,2018,"KTRI","large_airport","Tri-Cities Regional TN/VA Airport",1519,"NA","US","US-TN","Bristol/Johnson/Kingsport","KTRI","TRI","TRI","-82.407401, 36.475201","America/New_York","2018-10-23T17:15:00.000+0000",5,-2,"TRI-ATL"],[2,6,1,6,"2019-06-01","WN",19393,"N912WN",14831,"SJC","CA",12889,"LAS","NV",1110,1106,-4,0,0,-1,"1100-1159",1235,1227,-8,0,0,-1,"1200-1259",0,0,386,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-06-01T18:10:00.000+0000",4,8,"SJC-LAS"],[4,10,19,5,"2018-10-19","OO",20304,"N191SY",14570,"RNO","NV",14831,"SJC","CA",550,542,-8,0,0,-1,"0001-0559",648,654,6,6,0,0,"0600-0659",0,0,188,1,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-19T12:50:00.000+0000",8,-6,"RNO-SJC"],[2,6,2,7,"2019-06-02","WN",19393,"N913WN",10397,"ATL","GA",15304,"TPA","FL",1045,1041,-4,0,0,-1,"1000-1059",1215,1154,-21,0,0,-2,"1200-1259",0,0,406,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-02T14:45:00.000+0000",4,61,"ATL-TPA"],[4,12,19,3,"2018-12-19","UA",19977,"N14249",13198,"MCI","MO",13930,"ORD","IL",904,853,-11,0,0,-1,"0900-0959",1045,1021,-24,0,0,-2,"1000-1059",0,0,403,2,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-19T15:04:00.000+0000",51,24,"MCI-ORD"],[2,6,2,7,"2019-06-02","WN",19393,"N917WN",10693,"BNA","TN",10721,"BOS","MA",1100,1058,-2,0,0,-1,"1100-1159",1430,1414,-16,0,0,-2,"1400-1459",0,0,942,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-02T16:00:00.000+0000",42,16,"BNA-BOS"],[4,10,19,5,"2018-10-19","OO",20304,"N168SY",11292,"DEN","CO",13851,"OKC","OK",1955,1952,-3,0,0,-1,"1900-1959",2234,2222,-12,0,0,-1,"2200-2259",0,0,495,2,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-20T01:55:00.000+0000",3,12,"DEN-OKC"],[2,6,2,7,"2019-06-02","WN",19393,"N497WN",10800,"BUR","CA",13796,"OAK","CA",825,822,-3,0,0,-1,"0800-0859",940,923,-17,0,0,-2,"0900-0959",0,0,325,2,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-06-02T15:25:00.000+0000",3,17,"BUR-OAK"],[4,12,7,5,"2018-12-07","UA",19977,"N854UA",13930,"ORD","IL",13244,"MEM","TN",1545,1540,-5,0,0,-1,"1500-1559",1740,1731,-9,0,0,-1,"1700-1759",0,0,491,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T21:45:00.000+0000",5,9,"ORD-MEM"],[2,5,27,1,"2019-05-27","AA",19805,"N713UW",11057,"CLT","NC",14100,"PHL","PA",1120,1116,-4,0,0,-1,"1100-1159",1256,1252,-4,0,0,-1,"1200-1259",0,0,449,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T15:20:00.000+0000",4,4,"CLT-PHL"],[4,12,7,5,"2018-12-07","UA",19977,"N420UA",13487,"MSP","MN",13930,"ORD","IL",720,712,-8,0,0,-1,"0700-0759",848,835,-13,0,0,-1,"0800-0859",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-07T13:20:00.000+0000",8,13,"MSP-ORD"],[2,5,22,3,"2019-05-22","AA",19805,"N579UW",14107,"PHX","AZ",11057,"CLT","NC",835,829,-6,0,0,-1,"0800-0859",1541,1550,9,9,0,0,"1500-1559",0,0,1773,8,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-22T15:35:00.000+0000",6,-9,"PHX-CLT"],[4,12,7,5,"2018-12-07","UA",19977,"N38446",13930,"ORD","IL",10821,"BWI","MD",1400,1354,-6,0,0,-1,"1400-1459",1703,1634,-29,0,0,-2,"1700-1759",0,0,621,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T20:00:00.000+0000",46,69,"ORD-BWI"],[2,6,20,4,"2019-06-20","WN",19393,"N8511K",12191,"HOU","TX",13796,"OAK","CA",640,637,-3,0,0,-1,"0600-0659",830,832,2,2,0,0,"0800-0859",0,0,1642,7,0,0,0,0,0,2019,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2019-06-20T11:40:00.000+0000",3,-2,"HOU-OAK"],[4,12,7,5,"2018-12-07","UA",19977,"N68880",13930,"ORD","IL",13204,"MCO","FL",600,553,-7,0,0,-1,"0600-0659",938,920,-18,0,0,-2,"0900-0959",0,0,1005,5,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T12:00:00.000+0000",47,18,"ORD-MCO"],[2,5,1,3,"2019-05-01","AA",19805,"N756US",14107,"PHX","AZ",12892,"LAX","CA",2005,2003,-2,0,0,-1,"2000-2059",2140,2134,-6,0,0,-1,"2100-2159",0,0,370,2,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-02T03:05:00.000+0000",2,6,"PHX-LAX"],[4,12,7,5,"2018-12-07","UA",19977,"N845UA",13244,"MEM","TN",12266,"IAH","TX",700,655,-5,0,0,-1,"0700-0759",847,847,0,0,0,0,"0800-0859",0,0,468,2,0,0,0,0,0,2018,"KMEM","large_airport","Memphis International Airport",341,"NA","US","US-TN","Memphis","KMEM","MEM","MEM","-89.97669982910156, 35.04240036010742","America/Chicago","2018-12-07T13:00:00.000+0000",45,0,"MEM-IAH"],[2,6,20,4,"2019-06-20","WN",19393,"N443WN",13204,"MCO","FL",14100,"PHL","PA",905,905,0,0,0,0,"0900-0959",1135,1143,8,8,0,0,"1100-1159",0,0,861,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-20T13:05:00.000+0000",0,-8,"MCO-PHL"],[4,12,7,5,"2018-12-07","UA",19977,"N75861",13930,"ORD","IL",12892,"LAX","CA",804,804,0,0,0,0,"0800-0859",1034,1023,-11,0,0,-1,"1000-1059",0,0,1744,7,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-07T14:04:00.000+0000",0,11,"ORD-LAX"],[2,6,20,4,"2019-06-20","WN",19393,"N8698B",13204,"MCO","FL",14843,"SJU","PR",745,744,-1,0,0,-1,"0700-0759",1035,1031,-4,0,0,-1,"1000-1059",0,0,1189,5,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-20T11:45:00.000+0000",1,4,"MCO-SJU"],[4,12,7,5,"2018-12-07","UA",19977,"N456UA",10849,"BZN","MT",11292,"DEN","CO",705,705,0,0,0,0,"0700-0759",845,858,13,13,0,0,"0800-0859",0,0,524,3,0,0,0,0,0,2018,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2018-12-07T14:05:00.000+0000",0,-13,"BZN-DEN"],[2,5,27,1,"2019-05-27","AA",19805,"N123UW",13495,"MSY","LA",11057,"CLT","NC",1035,1030,-5,0,0,-1,"1000-1059",1334,1322,-12,0,0,-1,"1300-1359",0,0,651,3,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-27T15:35:00.000+0000",5,12,"MSY-CLT"],[4,12,7,5,"2018-12-07","UA",19977,"N73259",12889,"LAS","NV",11292,"DEN","CO",846,840,-6,0,0,-1,"0800-0859",1130,1128,-2,0,0,-1,"1100-1159",0,0,628,3,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-07T16:46:00.000+0000",6,2,"LAS-DEN"],[2,6,20,4,"2019-06-20","WN",19393,"N910WN",13232,"MDW","IL",14635,"RSW","FL",1335,1334,-1,0,0,-1,"1300-1359",1720,1702,-18,0,0,-2,"1700-1759",0,0,1105,5,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-06-20T18:35:00.000+0000",1,18,"MDW-RSW"],[4,10,17,3,"2018-10-17","AA",19805,"N663AW",14107,"PHX","AZ",12892,"LAX","CA",720,715,-5,0,0,-1,"0700-0759",906,851,-15,0,0,-1,"0900-0959",0,0,370,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-17T14:20:00.000+0000",5,55,"PHX-LAX"],[2,5,13,1,"2019-05-13","AA",19805,"N335PH",11298,"DFW","TX",12892,"LAX","CA",705,703,-2,0,0,-1,"0700-0759",837,802,-35,0,0,-2,"0800-0859",0,0,1235,5,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-13T12:05:00.000+0000",2,35,"DFW-LAX"],[4,12,7,5,"2018-12-07","UA",19977,"N855UA",10397,"ATL","GA",12264,"IAD","VA",1434,1422,-12,0,0,-1,"1400-1459",1617,1600,-17,0,0,-2,"1600-1659",0,0,534,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-07T19:34:00.000+0000",12,17,"ATL-IAD"],[2,5,4,6,"2019-05-04","AA",19805,"N837NN",15016,"STL","MO",11057,"CLT","NC",751,748,-3,0,0,-1,"0700-0759",1041,1034,-7,0,0,-1,"1000-1059",0,0,575,3,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-04T12:51:00.000+0000",3,7,"STL-CLT"],[4,12,6,4,"2018-12-06","UA",19977,"N14121",14679,"SAN","CA",11618,"EWR","NJ",1235,1230,-5,0,0,-1,"1200-1259",2045,2024,-21,0,0,-2,"2000-2059",0,0,2425,10,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-06T20:35:00.000+0000",5,21,"SAN-EWR"],[2,6,20,4,"2019-06-20","WN",19393,"N723SW",14492,"RDU","NC",13232,"MDW","IL",615,614,-1,0,0,-1,"0600-0659",710,707,-3,0,0,-1,"0700-0759",0,0,632,3,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-06-20T10:15:00.000+0000",1,3,"RDU-MDW"],[4,10,15,1,"2018-10-15","AA",19805,"N758US",12339,"IND","IN",12892,"LAX","CA",1706,1706,0,0,0,0,"1700-1759",1840,1832,-8,0,0,-1,"1800-1859",0,0,1814,8,0,0,0,0,0,2018,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2018-10-15T21:06:00.000+0000",0,8,"IND-LAX"],[2,5,16,4,"2019-05-16","AA",19805,"N185UW",13487,"MSP","MN",11057,"CLT","NC",629,625,-4,0,0,-1,"0600-0659",1006,1014,8,8,0,0,"1000-1059",0,0,930,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-16T11:29:00.000+0000",4,-8,"MSP-CLT"],[4,12,6,4,"2018-12-06","UA",19977,"N87512",12266,"IAH","TX",14771,"SFO","CA",1209,1206,-3,0,0,-1,"1200-1259",1427,1425,-2,0,0,-1,"1400-1459",0,0,1635,7,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T18:09:00.000+0000",3,2,"IAH-SFO"],[2,5,3,5,"2019-05-03","AA",19805,"N992NN",14107,"PHX","AZ",11278,"DCA","VA",1255,1251,-4,0,0,-1,"1200-1259",2023,2014,-9,0,0,-1,"2000-2059",0,0,1979,8,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-05-03T19:55:00.000+0000",4,9,"PHX-DCA"],[4,12,6,4,"2018-12-06","UA",19977,"N16713",11042,"CLE","OH",14771,"SFO","CA",700,656,-4,0,0,-1,"0700-0759",932,924,-8,0,0,-1,"0900-0959",0,0,2161,9,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-12-06T12:00:00.000+0000",44,8,"CLE-SFO"],[2,5,13,1,"2019-05-13","AA",19805,"N820AW",11057,"CLT","NC",14730,"SDF","KY",1125,1120,-5,0,0,-1,"1100-1159",1251,1229,-22,0,0,-2,"1200-1259",0,0,335,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-13T15:25:00.000+0000",5,22,"CLT-SDF"],[4,12,6,4,"2018-12-06","UA",19977,"N818UA",12266,"IAH","TX",12953,"LGA","NY",1207,1157,-10,0,0,-1,"1200-1259",1630,1601,-29,0,0,-2,"1600-1659",0,0,1416,6,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T18:07:00.000+0000",50,29,"IAH-LGA"],[2,6,26,3,"2019-06-26","WN",19393,"N223WN",14679,"SAN","CA",12889,"LAS","NV",855,850,-5,0,0,-1,"0800-0859",1020,1000,-20,0,0,-2,"1000-1059",0,0,258,2,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-26T15:55:00.000+0000",5,20,"SAN-LAS"],[4,12,6,4,"2018-12-06","UA",19977,"N822UA",12266,"IAH","TX",10693,"BNA","TN",1420,1416,-4,0,0,-1,"1400-1459",1616,1600,-16,0,0,-2,"1600-1659",0,0,657,3,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-06T20:20:00.000+0000",4,16,"IAH-BNA"],[2,5,10,5,"2019-05-10","AA",19805,"N524UW",12892,"LAX","CA",14107,"PHX","AZ",1635,1634,-1,0,0,-1,"1600-1659",1801,1752,-9,0,0,-1,"1800-1859",0,0,370,2,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-10T23:35:00.000+0000",1,49,"LAX-PHX"],[4,10,3,3,"2018-10-03","AA",19805,"N912UY",14679,"SAN","CA",14107,"PHX","AZ",1926,1921,-5,0,0,-1,"1900-1959",2046,2031,-15,0,0,-1,"2000-2059",0,0,304,2,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-04T02:26:00.000+0000",5,15,"SAN-PHX"],[2,5,15,3,"2019-05-15","AA",19805,"N357PV",13930,"ORD","IL",14492,"RDU","NC",1211,1207,-4,0,0,-1,"1200-1259",1508,1458,-10,0,0,-1,"1500-1559",0,0,646,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-15T17:11:00.000+0000",4,50,"ORD-RDU"],[4,12,6,4,"2018-12-06","UA",19977,"N61882",10397,"ATL","GA",12264,"IAD","VA",955,948,-7,0,0,-1,"0900-0959",1134,1127,-7,0,0,-1,"1100-1159",0,0,534,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-06T14:55:00.000+0000",7,7,"ATL-IAD"],[2,5,9,4,"2019-05-09","AA",19805,"N9022G",15016,"STL","MO",13303,"MIA","FL",544,536,-8,0,0,-1,"0001-0559",934,940,6,6,0,0,"0900-0959",0,0,1068,5,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-09T10:44:00.000+0000",8,-6,"STL-MIA"],[4,10,31,3,"2018-10-31","AA",19805,"N519UW",14100,"PHL","PA",12892,"LAX","CA",1300,1258,-2,0,0,-1,"1300-1359",1545,1545,0,0,0,0,"1500-1559",0,0,2402,10,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-10-31T17:00:00.000+0000",42,0,"PHL-LAX"],[2,5,27,1,"2019-05-27","AA",19805,"N939AN",12953,"LGA","NY",13303,"MIA","FL",830,826,-4,0,0,-1,"0800-0859",1155,1122,-33,0,0,-2,"1100-1159",0,0,1096,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-27T12:30:00.000+0000",4,33,"LGA-MIA"],[4,10,31,3,"2018-10-31","AA",19805,"N815AW",14107,"PHX","AZ",14908,"SNA","CA",752,746,-6,0,0,-1,"0700-0759",911,922,11,11,0,0,"0900-0959",0,0,338,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-31T14:52:00.000+0000",6,-11,"PHX-SNA"],[2,5,31,5,"2019-05-31","AA",19805,"N733UW",10693,"BNA","TN",11057,"CLT","NC",951,944,-7,0,0,-1,"0900-0959",1225,1204,-21,0,0,-2,"1200-1259",0,0,328,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-31T14:51:00.000+0000",7,21,"BNA-CLT"],[4,10,18,4,"2018-10-18","AA",19805,"N981UY",14679,"SAN","CA",11298,"DFW","TX",1611,1602,-9,0,0,-1,"1600-1659",2109,2100,-9,0,0,-1,"2100-2159",0,0,1171,5,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-18T23:11:00.000+0000",9,9,"SAN-DFW"],[2,6,26,3,"2019-06-26","WN",19393,"N8520Q",15304,"TPA","FL",14492,"RDU","NC",650,649,-1,0,0,-1,"0600-0659",830,825,-5,0,0,-1,"0800-0859",0,0,587,3,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-06-26T10:50:00.000+0000",1,5,"TPA-RDU"],[4,10,18,4,"2018-10-18","UA",19977,"N893UA",13930,"ORD","IL",10785,"BTV","VT",1800,1754,-6,0,0,-1,"1800-1859",2104,2058,-6,0,0,-1,"2100-2159",0,0,763,4,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-18T23:00:00.000+0000",46,46,"ORD-BTV"],[2,6,27,4,"2019-06-27","WN",19393,"N460WN",10140,"ABQ","NM",12892,"LAX","CA",1015,1014,-1,0,0,-1,"1000-1059",1120,1107,-13,0,0,-1,"1100-1159",0,0,677,3,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-06-27T16:15:00.000+0000",1,13,"ABQ-LAX"],[4,10,18,4,"2018-10-18","UA",19977,"N456UA",11618,"EWR","NJ",10721,"BOS","MA",1330,1323,-7,0,0,-1,"1300-1359",1442,1424,-18,0,0,-2,"1400-1459",0,0,200,1,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-18T17:30:00.000+0000",7,18,"EWR-BOS"],[2,5,9,4,"2019-05-09","AA",19805,"N987NN",15016,"STL","MO",13930,"ORD","IL",700,659,-1,0,0,-1,"0700-0759",825,816,-9,0,0,-1,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-09T12:00:00.000+0000",41,9,"STL-ORD"],[4,12,5,3,"2018-12-05","UA",19977,"N41140",12758,"KOA","HI",12892,"LAX","CA",2135,2126,-9,0,0,-1,"2100-2159",453,436,-17,0,0,-2,"0001-0559",0,0,2504,11,0,0,0,0,0,2018,"PHKO","medium_airport","Ellison Onizuka Kona International At Keahole Airport",47,"NA","US","US-HI","Kailua/Kona","PHKO","KOA","KOA","-156.045603, 19.738783","Pacific/Honolulu","2018-12-06T07:35:00.000+0000",9,17,"KOA-LAX"],[2,5,26,7,"2019-05-26","AA",19805,"N961NN",15016,"STL","MO",13930,"ORD","IL",700,659,-1,0,0,-1,"0700-0759",825,819,-6,0,0,-1,"0800-0859",0,0,258,2,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-26T12:00:00.000+0000",41,6,"STL-ORD"],[4,10,18,4,"2018-10-18","UA",19977,"N17245",14107,"PHX","AZ",11618,"EWR","NJ",615,608,-7,0,0,-1,"0600-0659",1400,1326,-34,0,0,-2,"1400-1459",0,0,2133,9,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-18T13:15:00.000+0000",7,74,"PHX-EWR"],[2,6,27,4,"2019-06-27","WN",19393,"N725SW",10800,"BUR","CA",11292,"DEN","CO",1740,1736,-4,0,0,-1,"1700-1759",2050,2051,1,1,0,0,"2000-2059",0,0,850,4,0,0,0,0,0,2019,"KBUR","medium_airport","Bob Hope Airport",778,"NA","US","US-CA","Burbank","KBUR","BUR","BUR","-118.35900115966797, 34.20069885253906","America/Los_Angeles","2019-06-28T00:40:00.000+0000",4,-1,"BUR-DEN"],[4,12,5,3,"2018-12-05","UA",19977,"N37502",13830,"OGG","HI",12892,"LAX","CA",1343,1331,-12,0,0,-1,"1300-1359",2059,2059,0,0,0,0,"2000-2059",0,0,2486,10,0,0,0,0,0,2018,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2018-12-05T23:43:00.000+0000",12,0,"OGG-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N8539V",11259,"DAL","TX",11278,"DCA","VA",930,927,-3,0,0,-1,"0900-0959",1325,1322,-3,0,0,-1,"1300-1359",0,0,1184,5,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-06-27T14:30:00.000+0000",3,3,"DAL-DCA"],[4,10,18,4,"2018-10-18","UA",19977,"N32404",13204,"MCO","FL",12266,"IAH","TX",915,906,-9,0,0,-1,"0900-0959",1037,1028,-9,0,0,-1,"1000-1059",0,0,854,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-18T13:15:00.000+0000",9,9,"MCO-IAH"],[2,6,27,4,"2019-06-27","WN",19393,"N8318F",11259,"DAL","TX",14831,"SJC","CA",710,709,-1,0,0,-1,"0700-0759",840,839,-1,0,0,-1,"0800-0859",0,0,1450,6,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-06-27T12:10:00.000+0000",1,1,"DAL-SJC"],[4,12,5,3,"2018-12-05","UA",19977,"N815UA",10620,"BIL","MT",11292,"DEN","CO",1500,1452,-8,0,0,-1,"1500-1559",1622,1614,-8,0,0,-1,"1600-1659",0,0,455,2,0,0,0,0,0,2018,"KBIL","large_airport","Billings Logan International Airport",3652,"NA","US","US-MT","Billings","KBIL","BIL","BIL","-108.54299926757812, 45.807701110839844","America/Denver","2018-12-05T22:00:00.000+0000",48,8,"BIL-DEN"],[2,5,5,7,"2019-05-05","EV",20366,"N11184",11995,"GSO","NC",11618,"EWR","NJ",600,552,-8,0,0,-1,"0600-0659",744,718,-26,0,0,-2,"0700-0759",0,0,445,2,0,0,0,0,0,2019,"KGSO","large_airport","Piedmont Triad International Airport",925,"NA","US","US-NC","Greensboro","KGSO","GSO","GSO","-79.93730163574219, 36.097801208496094","America/New_York","2019-05-05T10:00:00.000+0000",48,26,"GSO-EWR"],[4,10,18,4,"2018-10-18","UA",19977,"N416UA",13487,"MSP","MN",13930,"ORD","IL",638,637,-1,0,0,-1,"0600-0659",805,800,-5,0,0,-1,"0800-0859",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-18T11:38:00.000+0000",1,5,"MSP-ORD"],[2,5,3,5,"2019-05-03","EV",20366,"N903EV",13930,"ORD","IL",15412,"TYS","TN",1750,1749,-1,0,0,-1,"1700-1759",2035,2024,-11,0,0,-1,"2000-2059",0,0,475,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-03T22:50:00.000+0000",1,11,"ORD-TYS"],[4,12,4,2,"2018-12-04","UA",19977,"N68822",11618,"EWR","NJ",11057,"CLT","NC",2155,2150,-5,0,0,-1,"2100-2159",2357,2350,-7,0,0,-1,"2300-2359",0,0,529,3,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-05T02:55:00.000+0000",5,7,"EWR-CLT"],[2,6,27,4,"2019-06-27","WN",19393,"N7863A",12339,"IND","IN",10397,"ATL","GA",805,803,-2,0,0,-1,"0800-0859",940,928,-12,0,0,-1,"0900-0959",0,0,432,2,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-06-27T12:05:00.000+0000",2,12,"IND-ATL"],[4,10,3,3,"2018-10-03","UA",19977,"N27421",10821,"BWI","MD",12892,"LAX","CA",526,524,-2,0,0,-1,"0001-0559",800,739,-21,0,0,-2,"0800-0859",0,0,2329,10,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-03T09:26:00.000+0000",2,61,"BWI-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N8533S",12889,"LAS","NV",14057,"PDX","OR",2130,2128,-2,0,0,-1,"2100-2159",2340,2338,-2,0,0,-1,"2300-2359",0,0,763,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-28T04:30:00.000+0000",2,2,"LAS-PDX"],[4,10,3,3,"2018-10-03","UA",19977,"N66893",14747,"SEA","WA",13930,"ORD","IL",1355,1346,-9,0,0,-1,"1300-1359",2001,1933,-28,0,0,-2,"2000-2059",0,0,1721,7,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-10-03T20:55:00.000+0000",9,68,"SEA-ORD"],[2,5,17,5,"2019-05-17","EV",20366,"N854AS",10874,"CAK","OH",13930,"ORD","IL",1415,1410,-5,0,0,-1,"1400-1459",1454,1442,-12,0,0,-1,"1400-1459",0,0,343,2,0,0,0,0,0,2019,"KCAK","medium_airport","Akron Canton Regional Airport",1228,"NA","US","US-OH","Akron","KCAK","CAK","CAK","-81.44219970703125, 40.916099548339844","America/New_York","2019-05-17T18:15:00.000+0000",5,12,"CAK-ORD"],[4,12,4,2,"2018-12-04","UA",19977,"N27733",12266,"IAH","TX",11278,"DCA","VA",800,749,-11,0,0,-1,"0800-0859",1151,1131,-20,0,0,-2,"1100-1159",0,0,1208,5,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-04T14:00:00.000+0000",51,20,"IAH-DCA"],[2,5,31,5,"2019-05-31","EV",20366,"N17984",14307,"PVD","RI",11618,"EWR","NJ",600,553,-7,0,0,-1,"0600-0659",720,710,-10,0,0,-1,"0700-0759",0,0,160,1,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-05-31T10:00:00.000+0000",47,10,"PVD-EWR"],[4,12,4,2,"2018-12-04","UA",19977,"N33266",14771,"SFO","CA",12892,"LAX","CA",1100,1059,-1,0,0,-1,"1100-1159",1236,1257,21,21,1,1,"1200-1259",0,0,337,2,0,0,21,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-04T19:00:00.000+0000",41,-21,"SFO-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N562WN",12953,"LGA","NY",11292,"DEN","CO",1425,1422,-3,0,0,-1,"1400-1459",1645,1608,-37,0,0,-2,"1600-1659",0,0,1620,7,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-27T18:25:00.000+0000",3,37,"LGA-DEN"],[4,10,3,3,"2018-10-03","UA",19977,"N69840",12264,"IAD","VA",12892,"LAX","CA",550,544,-6,0,0,-1,"0001-0559",826,817,-9,0,0,-1,"0800-0859",0,0,2288,10,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-10-03T09:50:00.000+0000",6,9,"IAD-LAX"],[2,6,27,4,"2019-06-27","WN",19393,"N7811F",12953,"LGA","NY",13495,"MSY","LA",1125,1124,-1,0,0,-1,"1100-1159",1340,1350,10,10,0,0,"1300-1359",0,0,1183,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-27T15:25:00.000+0000",1,-10,"LGA-MSY"],[4,12,4,2,"2018-12-04","UA",19977,"N76508",12264,"IAD","VA",13930,"ORD","IL",935,925,-10,0,0,-1,"0900-0959",1034,1029,-5,0,0,-1,"1000-1059",0,0,588,3,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-04T14:35:00.000+0000",10,5,"IAD-ORD"],[2,5,15,3,"2019-05-15","EV",20366,"N14203",12339,"IND","IN",12266,"IAH","TX",1714,1708,-6,0,0,-1,"1700-1759",1900,1837,-23,0,0,-2,"1900-1959",0,0,844,4,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-15T21:14:00.000+0000",6,63,"IND-IAH"],[4,12,4,2,"2018-12-04","UA",19977,"N510UA",11618,"EWR","NJ",14771,"SFO","CA",900,852,-8,0,0,-1,"0900-0959",1235,1231,-4,0,0,-1,"1200-1259",0,0,2565,11,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-04T14:00:00.000+0000",48,4,"EWR-SFO"],[2,5,29,3,"2019-05-29","EV",20366,"N14993",13422,"MOB","AL",12266,"IAH","TX",1835,1833,-2,0,0,-1,"1800-1859",2015,2011,-4,0,0,-1,"2000-2059",0,0,427,2,0,0,0,0,0,2019,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2019-05-29T23:35:00.000+0000",2,4,"MOB-IAH"],[4,12,4,2,"2018-12-04","UA",19977,"N68452",11618,"EWR","NJ",12266,"IAH","TX",1230,1227,-3,0,0,-1,"1200-1259",1522,1516,-6,0,0,-1,"1500-1559",0,0,1400,6,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-04T17:30:00.000+0000",3,6,"EWR-IAH"],[2,5,1,3,"2019-05-01","EV",20366,"N14902",11042,"CLE","OH",11618,"EWR","NJ",1343,1335,-8,0,0,-1,"1300-1359",1530,1508,-22,0,0,-2,"1500-1559",0,0,404,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-01T17:43:00.000+0000",8,22,"CLE-EWR"],[4,10,2,2,"2018-10-02","UA",19977,"N62892",12266,"IAH","TX",12889,"LAS","NV",2151,2147,-4,0,0,-1,"2100-2159",2301,2254,-7,0,0,-1,"2300-2359",0,0,1222,5,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-03T02:51:00.000+0000",4,47,"IAH-LAS"],[2,6,16,7,"2019-06-16","WN",19393,"N8318F",13830,"OGG","HI",13796,"OAK","CA",1345,1345,0,0,0,0,"1300-1359",2145,2205,20,20,1,1,"2100-2159",0,0,2349,10,0,0,20,0,0,2019,"PHOG","medium_airport","Kahului Airport",54,"NA","US","US-HI","Kahului","PHOG","OGG","OGG","-156.429993, 20.8986","Pacific/Honolulu","2019-06-16T23:45:00.000+0000",0,-60,"OGG-OAK"],[4,12,4,2,"2018-12-04","UA",19977,"N39475",12264,"IAD","VA",13204,"MCO","FL",845,841,-4,0,0,-1,"0800-0859",1101,1102,1,1,0,0,"1100-1159",0,0,758,4,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-12-04T13:45:00.000+0000",4,-1,"IAD-MCO"],[2,6,16,7,"2019-06-16","WN",19393,"N8535S",14107,"PHX","AZ",13198,"MCI","MO",705,704,-1,0,0,-1,"0700-0759",1135,1126,-9,0,0,-1,"1100-1159",0,0,1044,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-16T14:05:00.000+0000",1,9,"PHX-MCI"],[4,12,4,2,"2018-12-04","UA",19977,"N54711",14908,"SNA","CA",13930,"ORD","IL",655,647,-8,0,0,-1,"0600-0659",1253,1236,-17,0,0,-2,"1200-1259",0,0,1726,7,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-04T14:55:00.000+0000",8,17,"SNA-ORD"],[2,6,16,7,"2019-06-16","WN",19393,"N217JC",14576,"ROC","NY",10821,"BWI","MD",605,600,-5,0,0,-1,"0600-0659",715,704,-11,0,0,-1,"0700-0759",0,0,277,2,0,0,0,0,0,2019,"KROC","large_airport","Greater Rochester International Airport",559,"NA","US","US-NY","Rochester","KROC","ROC","ROC","-77.67240142822266, 43.118900299072266","America/New_York","2019-06-16T10:05:00.000+0000",5,11,"ROC-BWI"],[4,10,6,6,"2018-10-06","WN",19393,"N415WN",14908,"SNA","CA",14831,"SJC","CA",900,859,-1,0,0,-1,"0900-0959",1015,1024,9,9,0,0,"1000-1059",0,0,342,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-10-06T16:00:00.000+0000",41,-9,"SNA-SJC"],[2,5,16,4,"2019-05-16","EV",20366,"N18557",13930,"ORD","IL",14574,"ROA","VA",1805,1802,-3,0,0,-1,"1800-1859",2102,2136,34,34,1,2,"2100-2159",0,0,530,3,0,0,34,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-16T23:05:00.000+0000",3,-34,"ORD-ROA"],[4,12,3,1,"2018-12-03","UA",19977,"N447UA",14747,"SEA","WA",12266,"IAH","TX",905,901,-4,0,0,-1,"0900-0959",1516,1505,-11,0,0,-1,"1500-1559",0,0,1874,8,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-12-03T17:05:00.000+0000",4,11,"SEA-IAH"],[2,6,16,7,"2019-06-16","WN",19393,"N8617E",14843,"SJU","PR",10821,"BWI","MD",615,615,0,0,0,0,"0600-0659",1025,1012,-13,0,0,-1,"1000-1059",0,0,1565,7,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-06-16T10:15:00.000+0000",0,13,"SJU-BWI"],[4,12,3,1,"2018-12-03","UA",19977,"N473UA",11433,"DTW","MI",13930,"ORD","IL",745,737,-8,0,0,-1,"0700-0759",805,746,-19,0,0,-2,"0800-0859",0,0,235,1,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-12-03T12:45:00.000+0000",8,59,"DTW-ORD"],[2,6,16,7,"2019-06-16","WN",19393,"N8637A",14843,"SJU","PR",13204,"MCO","FL",1350,1346,-4,0,0,-1,"1300-1359",1650,1647,-3,0,0,-1,"1600-1659",0,0,1189,5,0,0,0,0,0,2019,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2019-06-16T17:50:00.000+0000",4,3,"SJU-MCO"],[4,10,7,7,"2018-10-07","WN",19393,"N8531Q",10397,"ATL","GA",12892,"LAX","CA",900,857,-3,0,0,-1,"0900-0959",1050,1031,-19,0,0,-2,"1000-1059",0,0,1947,8,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-07T13:00:00.000+0000",43,19,"ATL-LAX"],[2,5,6,1,"2019-05-06","EV",20366,"N13538",12266,"IAH","TX",12951,"LFT","LA",1825,1821,-4,0,0,-1,"1800-1859",1924,1921,-3,0,0,-1,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-06T23:25:00.000+0000",4,3,"IAH-LFT"],[4,12,3,1,"2018-12-03","UA",19977,"N849UA",11298,"DFW","TX",11292,"DEN","CO",2013,2002,-11,0,0,-1,"2000-2059",2115,2101,-14,0,0,-1,"2100-2159",0,0,641,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-04T02:13:00.000+0000",11,14,"DFW-DEN"],[2,6,23,7,"2019-06-23","WN",19393,"N248WN",10279,"AMA","TX",12889,"LAS","NV",1705,1703,-2,0,0,-1,"1700-1759",1710,1700,-10,0,0,-1,"1700-1759",0,0,758,4,0,0,0,0,0,2019,"KAMA","large_airport","Rick Husband Amarillo International Airport",3607,"NA","US","US-TX","Amarillo","KAMA","AMA","AMA","-101.706001, 35.219398","America/Chicago","2019-06-23T22:05:00.000+0000",2,10,"AMA-LAS"],[4,10,7,7,"2018-10-07","WN",19393,"N935WN",10423,"AUS","TX",11292,"DEN","CO",1205,1201,-4,0,0,-1,"1200-1259",1315,1258,-17,0,0,-2,"1300-1359",0,0,775,4,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-07T17:05:00.000+0000",4,57,"AUS-DEN"],[2,5,6,1,"2019-05-06","EV",20366,"N860AS",12266,"IAH","TX",15370,"TUL","OK",800,756,-4,0,0,-1,"0800-0859",933,935,2,2,0,0,"0900-0959",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-06T13:00:00.000+0000",44,-2,"IAH-TUL"],[4,10,14,7,"2018-10-14","WN",19393,"N567WN",14100,"PHL","PA",13204,"MCO","FL",620,618,-2,0,0,-1,"0600-0659",850,831,-19,0,0,-2,"0800-0859",0,0,861,4,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-10-14T10:20:00.000+0000",2,19,"PHL-MCO"],[2,5,11,6,"2019-05-11","EV",20366,"N16559",12266,"IAH","TX",15370,"TUL","OK",800,757,-3,0,0,-1,"0800-0859",933,923,-10,0,0,-1,"0900-0959",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-11T13:00:00.000+0000",43,10,"IAH-TUL"],[4,12,19,3,"2018-12-19","UA",19977,"N37462",12173,"HNL","HI",14771,"SFO","CA",1310,1305,-5,0,0,-1,"1300-1359",2011,2010,-1,0,0,-1,"2000-2059",0,0,2398,10,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-19T23:10:00.000+0000",5,1,"HNL-SFO"],[2,6,23,7,"2019-06-23","WN",19393,"N464WN",10821,"BWI","MD",11697,"FLL","FL",1315,1315,0,0,0,0,"1300-1359",1555,1542,-13,0,0,-1,"1500-1559",0,0,925,4,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-23T17:15:00.000+0000",0,13,"BWI-FLL"],[4,10,14,7,"2018-10-14","WN",19393,"N551WN",14193,"PNS","FL",12191,"HOU","TX",1120,1120,0,0,0,0,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,488,2,0,0,0,0,0,2018,"KPNS","medium_airport","Pensacola International Airport",121,"NA","US","US-FL","Pensacola","KPNS","PNS","PNS","-87.1866, 30.4734","America/Chicago","2018-10-14T16:20:00.000+0000",0,7,"PNS-HOU"],[2,5,28,2,"2019-05-28","EV",20366,"N13553",12266,"IAH","TX",13422,"MOB","AL",1635,1628,-7,0,0,-1,"1600-1659",1804,1747,-17,0,0,-2,"1800-1859",0,0,427,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-05-28T21:35:00.000+0000",7,57,"IAH-MOB"],[4,10,14,7,"2018-10-14","WN",19393,"N716SW",14683,"SAT","TX",10397,"ATL","GA",720,718,-2,0,0,-1,"0700-0759",1040,1018,-22,0,0,-2,"1000-1059",0,0,874,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-10-14T12:20:00.000+0000",2,22,"SAT-ATL"],[2,5,4,6,"2019-05-04","MQ",20398,"N831AE",11298,"DFW","TX",13244,"MEM","TN",830,826,-4,0,0,-1,"0800-0859",1003,957,-6,0,0,-1,"1000-1059",0,0,431,2,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-04T13:30:00.000+0000",4,46,"DFW-MEM"],[4,12,19,3,"2018-12-19","UA",19977,"N459UA",13930,"ORD","IL",14100,"PHL","PA",1415,1407,-8,0,0,-1,"1400-1459",1717,1709,-8,0,0,-1,"1700-1759",0,0,678,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-19T20:15:00.000+0000",8,8,"ORD-PHL"],[2,5,26,7,"2019-05-26","MQ",20398,"N619AE",11067,"CMI","IL",13930,"ORD","IL",1834,1826,-8,0,0,-1,"1800-1859",1939,1921,-18,0,0,-2,"1900-1959",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-05-26T23:34:00.000+0000",8,18,"CMI-ORD"],[4,10,14,7,"2018-10-14","WN",19393,"N233LV",14893,"SMF","CA",12889,"LAS","NV",1600,1554,-6,0,0,-1,"1600-1659",1720,1714,-6,0,0,-1,"1700-1759",0,0,397,2,0,0,0,0,0,2018,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2018-10-14T23:00:00.000+0000",46,6,"SMF-LAS"],[2,5,31,5,"2019-05-31","MQ",20398,"N675AE",11067,"CMI","IL",13930,"ORD","IL",1834,1827,-7,0,0,-1,"1800-1859",1939,1932,-7,0,0,-1,"1900-1959",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-05-31T23:34:00.000+0000",7,7,"CMI-ORD"],[4,12,19,3,"2018-12-19","UA",19977,"N27477",11292,"DEN","CO",14747,"SEA","WA",1121,1120,-1,0,0,-1,"1100-1159",1327,1325,-2,0,0,-1,"1300-1359",0,0,1024,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T18:21:00.000+0000",1,2,"DEN-SEA"],[2,5,27,1,"2019-05-27","MQ",20398,"N848AE",11057,"CLT","NC",14783,"SGF","MO",1825,1820,-5,0,0,-1,"1800-1859",1949,2004,15,15,1,1,"1900-1959",0,0,708,3,0,0,15,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T22:25:00.000+0000",5,-55,"CLT-SGF"],[4,12,19,3,"2018-12-19","UA",19977,"N69838",11292,"DEN","CO",13930,"ORD","IL",655,649,-6,0,0,-1,"0600-0659",1017,1013,-4,0,0,-1,"1000-1059",0,0,888,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T13:55:00.000+0000",6,4,"DEN-ORD"],[2,5,12,7,"2019-05-12","MQ",20398,"N800AE",14783,"SGF","MO",11057,"CLT","NC",1517,1514,-3,0,0,-1,"1500-1559",1840,1807,-33,0,0,-2,"1800-1859",0,0,708,3,0,0,0,0,0,2019,"KSGF","large_airport","Springfield Branson National Airport",1268,"NA","US","US-MO","Springfield","KSGF","SGF","SGF","-93.38860321, 37.24570084","America/Chicago","2019-05-12T20:17:00.000+0000",3,33,"SGF-CLT"],[4,10,15,1,"2018-10-15","WN",19393,"N259WN",10713,"BOI","ID",11292,"DEN","CO",800,755,-5,0,0,-1,"0800-0859",945,936,-9,0,0,-1,"0900-0959",0,0,649,3,0,0,0,0,0,2018,"KBOI","large_airport","Boise Air Terminal/Gowen Field",2871,"NA","US","US-ID","Boise","KBOI","BOI","BOI","-116.223, 43.5644","America/Boise","2018-10-15T14:00:00.000+0000",45,9,"BOI-DEN"],[2,5,11,6,"2019-05-11","MQ",20398,"N807AE",12953,"LGA","NY",13931,"ORF","VA",1515,1508,-7,0,0,-1,"1500-1559",1645,1619,-26,0,0,-2,"1600-1659",0,0,296,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-11T19:15:00.000+0000",7,26,"LGA-ORF"],[4,12,18,2,"2018-12-18","UA",19977,"N827UA",13303,"MIA","FL",12266,"IAH","TX",1833,1818,-15,0,0,-1,"1800-1859",2017,2010,-7,0,0,-1,"2000-2059",0,0,964,4,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-18T23:33:00.000+0000",15,7,"MIA-IAH"],[2,5,7,2,"2019-05-07","MQ",20398,"N855AE",10990,"CHO","VA",11057,"CLT","NC",1953,1949,-4,0,0,-1,"1900-1959",2115,2105,-10,0,0,-1,"2100-2159",0,0,245,1,0,0,0,0,0,2019,"KCHO","medium_airport","Charlottesville Albemarle Airport",639,"NA","US","US-VA","Charlottesville","KCHO","CHO","CHO","-78.4529037475586, 38.13859939575195","America/New_York","2019-05-07T23:53:00.000+0000",4,10,"CHO-CLT"],[4,12,18,2,"2018-12-18","UA",19977,"N73251",14771,"SFO","CA",11278,"DCA","VA",1315,1311,-4,0,0,-1,"1300-1359",2121,2118,-3,0,0,-1,"2100-2159",0,0,2442,10,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-18T21:15:00.000+0000",4,3,"SFO-DCA"],[2,6,23,7,"2019-06-23","WN",19393,"N8618N",14679,"SAN","CA",10821,"BWI","MD",1200,1200,0,0,0,0,"1200-1259",2005,1936,-29,0,0,-2,"2000-2059",0,0,2295,10,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-23T19:00:00.000+0000",0,69,"SAN-BWI"],[4,12,18,2,"2018-12-18","UA",19977,"N73406",15304,"TPA","FL",12266,"IAH","TX",715,707,-8,0,0,-1,"0700-0759",833,827,-6,0,0,-1,"0800-0859",0,0,787,4,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-18T12:15:00.000+0000",8,6,"TPA-IAH"],[2,6,23,7,"2019-06-23","WN",19393,"N7818L",15016,"STL","MO",11259,"DAL","TX",655,655,0,0,0,0,"0600-0659",830,836,6,6,0,0,"0800-0859",0,0,546,3,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-23T11:55:00.000+0000",0,-6,"STL-DAL"],[4,10,15,1,"2018-10-15","WN",19393,"N749SW",10821,"BWI","MD",14492,"RDU","NC",820,817,-3,0,0,-1,"0800-0859",930,934,4,4,0,0,"0900-0959",0,0,255,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-15T12:20:00.000+0000",3,-4,"BWI-RDU"],[2,6,23,7,"2019-06-23","WN",19393,"N566WN",15304,"TPA","FL",13342,"MKE","WI",900,857,-3,0,0,-1,"0900-0959",1040,1035,-5,0,0,-1,"1000-1059",0,0,1075,5,0,0,0,0,0,2019,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2019-06-23T13:00:00.000+0000",43,5,"TPA-MKE"],[4,10,15,1,"2018-10-15","WN",19393,"N564WN",11259,"DAL","TX",14683,"SAT","TX",600,600,0,0,0,0,"0600-0659",710,719,9,9,0,0,"0700-0759",0,0,247,1,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-10-15T11:00:00.000+0000",0,-9,"DAL-SAT"],[2,5,30,4,"2019-05-30","MQ",20398,"N928AE",11977,"GRB","WI",13930,"ORD","IL",957,947,-10,0,0,-1,"0900-0959",1109,1053,-16,0,0,-2,"1100-1159",0,0,174,1,0,0,0,0,0,2019,"KGRB","large_airport","Austin Straubel International Airport",695,"NA","US","US-WI","Green Bay","KGRB","GRB","GRB","-88.12960052490234, 44.48509979248047","America/Chicago","2019-05-30T14:57:00.000+0000",10,56,"GRB-ORD"],[4,10,15,1,"2018-10-15","WN",19393,"N928WN",11292,"DEN","CO",10529,"BDL","CT",1730,1730,0,0,0,0,"1700-1759",2305,2233,-32,0,0,-2,"2300-2359",0,0,1671,7,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-15T23:30:00.000+0000",0,72,"DEN-BDL"],[2,6,24,1,"2019-06-24","WN",19393,"N718SW",10397,"ATL","GA",13495,"MSY","LA",700,659,-1,0,0,-1,"0700-0759",725,721,-4,0,0,-1,"0700-0759",0,0,425,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-24T11:00:00.000+0000",41,4,"ATL-MSY"],[4,10,15,1,"2018-10-15","WN",19393,"N8634A",11292,"DEN","CO",13796,"OAK","CA",1805,1802,-3,0,0,-1,"1800-1859",1950,1940,-10,0,0,-1,"1900-1959",0,0,957,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-16T00:05:00.000+0000",3,10,"DEN-OAK"],[2,6,24,1,"2019-06-24","WN",19393,"N8507C",10693,"BNA","TN",11433,"DTW","MI",2150,2148,-2,0,0,-1,"2100-2159",25,6,-19,0,0,-2,"0001-0559",0,0,456,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-25T02:50:00.000+0000",2,19,"BNA-DTW"],[4,12,18,2,"2018-12-18","UA",19977,"N827UA",12266,"IAH","TX",11298,"DFW","TX",945,941,-4,0,0,-1,"0900-0959",1102,1054,-8,0,0,-1,"1100-1159",0,0,224,1,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-12-18T15:45:00.000+0000",4,48,"IAH-DFW"],[2,5,14,2,"2019-05-14","MQ",20398,"N528EG",11977,"GRB","WI",13930,"ORD","IL",620,616,-4,0,0,-1,"0600-0659",729,715,-14,0,0,-1,"0700-0759",0,0,174,1,0,0,0,0,0,2019,"KGRB","large_airport","Austin Straubel International Airport",695,"NA","US","US-WI","Green Bay","KGRB","GRB","GRB","-88.12960052490234, 44.48509979248047","America/Chicago","2019-05-14T11:20:00.000+0000",4,14,"GRB-ORD"],[4,12,18,2,"2018-12-18","UA",19977,"N467UA",13930,"ORD","IL",11278,"DCA","VA",1400,1351,-9,0,0,-1,"1400-1459",1701,1642,-19,0,0,-2,"1700-1759",0,0,612,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-18T20:00:00.000+0000",49,59,"ORD-DCA"],[2,6,24,1,"2019-06-24","WN",19393,"N748SW",10693,"BNA","TN",14492,"RDU","NC",700,658,-2,0,0,-1,"0700-0759",930,917,-13,0,0,-1,"0900-0959",0,0,442,2,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-24T12:00:00.000+0000",42,13,"BNA-RDU"],[4,10,15,1,"2018-10-15","WN",19393,"N8634A",12264,"IAD","VA",11292,"DEN","CO",1520,1513,-7,0,0,-1,"1500-1559",1715,1716,1,1,0,0,"1700-1759",0,0,1452,6,0,0,0,0,0,2018,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2018-10-15T19:20:00.000+0000",7,-1,"IAD-DEN"],[2,5,11,6,"2019-05-11","MQ",20398,"N697AB",14524,"RIC","VA",13303,"MIA","FL",711,708,-3,0,0,-1,"0700-0759",945,943,-2,0,0,-1,"0900-0959",0,0,825,4,0,0,0,0,0,2019,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2019-05-11T11:11:00.000+0000",3,2,"RIC-MIA"],[4,12,18,2,"2018-12-18","UA",19977,"N69806",11292,"DEN","CO",14679,"SAN","CA",1920,1917,-3,0,0,-1,"1900-1959",2042,2027,-15,0,0,-1,"2000-2059",0,0,853,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-19T02:20:00.000+0000",3,15,"DEN-SAN"],[2,6,24,1,"2019-06-24","WN",19393,"N8609A",11278,"DCA","VA",13232,"MDW","IL",1650,1642,-8,0,0,-1,"1600-1659",1755,1729,-26,0,0,-2,"1700-1759",0,0,601,3,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-24T20:50:00.000+0000",8,26,"DCA-MDW"],[4,12,11,2,"2018-12-11","WN",19393,"N8548P",11292,"DEN","CO",14570,"RNO","NV",2205,2158,-7,0,0,-1,"2200-2259",2330,2308,-22,0,0,-2,"2300-2359",0,0,804,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-12T05:05:00.000+0000",47,22,"DEN-RNO"],[2,5,1,3,"2019-05-01","MQ",20398,"N826AE",12953,"LGA","NY",14524,"RIC","VA",1729,1718,-11,0,0,-1,"1700-1759",1857,1838,-19,0,0,-2,"1800-1859",0,0,292,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-01T21:29:00.000+0000",11,19,"LGA-RIC"],[4,10,17,3,"2018-10-17","WN",19393,"N767SW",13198,"MCI","MO",15016,"STL","MO",1410,1407,-3,0,0,-1,"1400-1459",1505,1500,-5,0,0,-1,"1500-1559",0,0,237,1,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-17T19:10:00.000+0000",3,5,"MCI-STL"],[2,5,9,4,"2019-05-09","MQ",20398,"N531EG",11996,"GSP","SC",13930,"ORD","IL",1031,1023,-8,0,0,-1,"1000-1059",1137,1111,-26,0,0,-2,"1100-1159",0,0,577,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-05-09T14:31:00.000+0000",8,26,"GSP-ORD"],[4,10,17,3,"2018-10-17","WN",19393,"N8633A",13204,"MCO","FL",15016,"STL","MO",1130,1130,0,0,0,0,"1100-1159",1255,1242,-13,0,0,-1,"1200-1259",0,0,882,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-17T15:30:00.000+0000",0,13,"MCO-STL"],[2,6,24,1,"2019-06-24","WN",19393,"N437WN",12889,"LAS","NV",10800,"BUR","CA",635,631,-4,0,0,-1,"0600-0659",735,730,-5,0,0,-1,"0700-0759",0,0,223,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-24T13:35:00.000+0000",4,5,"LAS-BUR"],[4,12,11,2,"2018-12-11","WN",19393,"N443WN",12339,"IND","IN",13198,"MCI","MO",745,740,-5,0,0,-1,"0700-0759",825,826,1,1,0,0,"0800-0859",0,0,451,2,0,0,0,0,0,2018,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2018-12-11T12:45:00.000+0000",5,-1,"IND-MCI"],[2,6,24,1,"2019-06-24","WN",19393,"N7865A",12889,"LAS","NV",14747,"SEA","WA",2155,2155,0,0,0,0,"2100-2159",20,19,-1,0,0,-1,"0001-0559",0,0,867,4,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-25T04:55:00.000+0000",0,1,"LAS-SEA"],[4,12,11,2,"2018-12-11","WN",19393,"N742SW",12892,"LAX","CA",13796,"OAK","CA",820,818,-2,0,0,-1,"0800-0859",940,938,-2,0,0,-1,"0900-0959",0,0,337,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-11T16:20:00.000+0000",2,2,"LAX-OAK"],[2,5,23,4,"2019-05-23","MQ",20398,"N821AE",11298,"DFW","TX",15401,"TXK","AR",1711,1705,-6,0,0,-1,"1700-1759",1810,1802,-8,0,0,-1,"1800-1859",0,0,181,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-23T22:11:00.000+0000",6,8,"DFW-TXK"],[4,10,17,3,"2018-10-17","WN",19393,"N793SA",13796,"OAK","CA",14679,"SAN","CA",1925,1925,0,0,0,0,"1900-1959",2050,2050,0,0,0,0,"2000-2059",0,0,446,2,0,0,0,0,0,2018,"KOAK","large_airport","Metropolitan Oakland International Airport",9,"NA","US","US-CA","Oakland","KOAK","OAK","OAK","-122.221001, 37.721298","America/Los_Angeles","2018-10-18T02:25:00.000+0000",0,0,"OAK-SAN"],[2,6,10,1,"2019-06-10","AA",19805,"N905NN",13930,"ORD","IL",14100,"PHL","PA",819,818,-1,0,0,-1,"0800-0859",1124,1131,7,7,0,0,"1100-1159",0,0,678,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-10T13:19:00.000+0000",1,-7,"ORD-PHL"],[4,12,11,2,"2018-12-11","WN",19393,"N8709Q",13198,"MCI","MO",14107,"PHX","AZ",1855,1855,0,0,0,0,"1800-1859",2050,2047,-3,0,0,-1,"2000-2059",0,0,1044,5,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-12-12T00:55:00.000+0000",0,3,"MCI-PHX"],[2,6,30,7,"2019-06-30","AA",19805,"N927UW",14747,"SEA","WA",11057,"CLT","NC",8,6,-2,0,0,-1,"0001-0559",807,751,-16,0,0,-2,"0800-0859",0,0,2279,10,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-30T07:08:00.000+0000",2,56,"SEA-CLT"],[4,10,17,3,"2018-10-17","WN",19393,"N7831B",14831,"SJC","CA",10800,"BUR","CA",705,701,-4,0,0,-1,"0700-0759",805,803,-2,0,0,-1,"0800-0859",0,0,296,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T14:05:00.000+0000",4,2,"SJC-BUR"],[2,6,9,7,"2019-06-09","AA",19805,"N833AW",14107,"PHX","AZ",11423,"DSM","IA",840,834,-6,0,0,-1,"0800-0859",1328,1314,-14,0,0,-1,"1300-1359",0,0,1149,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-09T15:40:00.000+0000",6,14,"PHX-DSM"],[4,10,17,3,"2018-10-17","WN",19393,"N404WN",14831,"SJC","CA",12889,"LAS","NV",945,937,-8,0,0,-1,"0900-0959",1105,1059,-6,0,0,-1,"1100-1159",0,0,386,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T16:45:00.000+0000",8,46,"SJC-LAS"],[2,5,28,2,"2019-05-28","YX",20452,"N442YX",11278,"DCA","VA",13244,"MEM","TN",2000,1958,-2,0,0,-1,"2000-2059",2130,2131,1,1,0,0,"2100-2159",0,0,762,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-29T00:00:00.000+0000",42,-1,"DCA-MEM"],[4,10,17,3,"2018-10-17","WN",19393,"N484WN",14831,"SJC","CA",12892,"LAX","CA",1535,1532,-3,0,0,-1,"1500-1559",1655,1645,-10,0,0,-1,"1600-1659",0,0,308,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T22:35:00.000+0000",3,10,"SJC-LAX"],[2,5,28,2,"2019-05-28","YX",20452,"N443YX",14307,"PVD","RI",11278,"DCA","VA",1336,1329,-7,0,0,-1,"1300-1359",1513,1507,-6,0,0,-1,"1500-1559",0,0,356,2,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-05-28T17:36:00.000+0000",7,6,"PVD-DCA"],[4,10,17,3,"2018-10-17","WN",19393,"N567WN",14831,"SJC","CA",12892,"LAX","CA",1635,1632,-3,0,0,-1,"1600-1659",1755,1743,-12,0,0,-1,"1700-1759",0,0,308,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T23:35:00.000+0000",3,12,"SJC-LAX"],[2,5,20,1,"2019-05-20","YX",20452,"N101HQ",13198,"MCI","MO",11278,"DCA","VA",600,554,-6,0,0,-1,"0600-0659",929,909,-20,0,0,-2,"0900-0959",0,0,949,4,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-20T11:00:00.000+0000",46,20,"MCI-DCA"],[4,10,17,3,"2018-10-17","WN",19393,"N7858A",14831,"SJC","CA",14679,"SAN","CA",1510,1510,0,0,0,0,"1500-1559",1630,1627,-3,0,0,-1,"1600-1659",0,0,417,2,0,0,0,0,0,2018,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2018-10-17T22:10:00.000+0000",0,3,"SJC-SAN"],[2,6,14,5,"2019-06-14","AA",19805,"N819AW",14307,"PVD","RI",11057,"CLT","NC",1011,1009,-2,0,0,-1,"1000-1059",1223,1220,-3,0,0,-1,"1200-1259",0,0,683,3,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-14T14:11:00.000+0000",2,3,"PVD-CLT"],[4,12,11,2,"2018-12-11","WN",19393,"N400WN",14107,"PHX","AZ",10140,"ABQ","NM",2230,2228,-2,0,0,-1,"2200-2259",2335,2326,-9,0,0,-1,"2300-2359",0,0,328,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-12T05:30:00.000+0000",2,9,"PHX-ABQ"],[2,5,24,5,"2019-05-24","YX",20452,"N443YX",13495,"MSY","LA",13303,"MIA","FL",1558,1555,-3,0,0,-1,"1500-1559",1855,1851,-4,0,0,-1,"1800-1859",0,0,675,3,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-24T20:58:00.000+0000",3,4,"MSY-MIA"],[4,12,11,2,"2018-12-11","WN",19393,"N8655D",14107,"PHX","AZ",13198,"MCI","MO",700,659,-1,0,0,-1,"0700-0759",1025,1015,-10,0,0,-1,"1000-1059",0,0,1044,5,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-11T14:00:00.000+0000",41,10,"PHX-MCI"],[2,5,4,6,"2019-05-04","YX",20452,"N431YX",10693,"BNA","TN",12953,"LGA","NY",746,741,-5,0,0,-1,"0700-0759",1104,1103,-1,0,0,-1,"1100-1159",0,0,764,4,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-04T12:46:00.000+0000",5,1,"BNA-LGA"],[4,12,11,2,"2018-12-11","WN",19393,"N557WN",14122,"PIT","PA",10821,"BWI","MD",610,610,0,0,0,0,"0600-0659",720,709,-11,0,0,-1,"0700-0759",0,0,210,1,0,0,0,0,0,2018,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2018-12-11T11:10:00.000+0000",0,11,"PIT-BWI"],[2,6,4,2,"2019-06-04","AA",19805,"N125UW",11057,"CLT","NC",14122,"PIT","PA",1635,1629,-6,0,0,-1,"1600-1659",1807,1747,-20,0,0,-2,"1800-1859",0,0,366,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-04T20:35:00.000+0000",6,60,"CLT-PIT"],[4,10,16,2,"2018-10-16","WN",19393,"N764SW",12896,"LBB","TX",12889,"LAS","NV",1510,1510,0,0,0,0,"1500-1559",1520,1512,-8,0,0,-1,"1500-1559",0,0,775,4,0,0,0,0,0,2018,"KLBB","large_airport","Lubbock Preston Smith International Airport",3282,"NA","US","US-TX","Lubbock","KLBB","LBB","LBB","-101.822998, 33.663601","America/Chicago","2018-10-16T20:10:00.000+0000",0,8,"LBB-LAS"],[2,6,26,3,"2019-06-26","AA",19805,"N818AW",15016,"STL","MO",14100,"PHL","PA",850,844,-6,0,0,-1,"0800-0859",1209,1150,-19,0,0,-2,"1200-1259",0,0,814,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-06-26T13:50:00.000+0000",6,59,"STL-PHL"],[4,10,16,2,"2018-10-16","WN",19393,"N232WN",13204,"MCO","FL",14100,"PHL","PA",740,739,-1,0,0,-1,"0700-0759",1005,945,-20,0,0,-2,"1000-1059",0,0,861,4,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-10-16T11:40:00.000+0000",1,60,"MCO-PHL"],[2,5,21,2,"2019-05-21","YX",20452,"N101HQ",11066,"CMH","OH",11278,"DCA","VA",544,541,-3,0,0,-1,"0001-0559",657,652,-5,0,0,-1,"0600-0659",0,0,323,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-21T09:44:00.000+0000",3,5,"CMH-DCA"],[4,12,16,7,"2018-12-16","WN",19393,"N499WN",11259,"DAL","TX",12191,"HOU","TX",1500,1456,-4,0,0,-1,"1500-1559",1610,1626,16,16,1,1,"1600-1659",0,0,239,1,0,0,16,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-16T21:00:00.000+0000",44,-16,"DAL-HOU"],[2,6,10,1,"2019-06-10","AA",19805,"N112US",11278,"DCA","VA",13204,"MCO","FL",1137,1136,-1,0,0,-1,"1100-1159",1357,1340,-17,0,0,-2,"1300-1359",0,0,759,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-10T15:37:00.000+0000",1,17,"DCA-MCO"],[4,12,16,7,"2018-12-16","WN",19393,"N8718Q",11259,"DAL","TX",12896,"LBB","TX",845,840,-5,0,0,-1,"0800-0859",955,950,-5,0,0,-1,"0900-0959",0,0,293,2,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-12-16T14:45:00.000+0000",5,5,"DAL-LBB"],[2,6,17,1,"2019-06-17","AA",19805,"N753US",11057,"CLT","NC",12953,"LGA","NY",2209,2207,-2,0,0,-1,"2200-2259",2355,2359,4,4,0,0,"2300-2359",0,0,544,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-18T02:09:00.000+0000",2,-4,"CLT-LGA"],[4,10,16,2,"2018-10-16","WN",19393,"N464WN",13495,"MSY","LA",13232,"MDW","IL",1510,1504,-6,0,0,-1,"1500-1559",1725,1710,-15,0,0,-1,"1700-1759",0,0,825,4,0,0,0,0,0,2018,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2018-10-16T20:10:00.000+0000",6,15,"MSY-MDW"],[2,5,12,7,"2019-05-12","YX",20452,"N422YX",12953,"LGA","NY",15919,"XNA","AR",1340,1333,-7,0,0,-1,"1300-1359",1551,1611,20,20,1,1,"1500-1559",0,0,1147,5,0,0,20,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-12T17:40:00.000+0000",7,-60,"LGA-XNA"],[4,12,16,7,"2018-12-16","WN",19393,"N8693A",11292,"DEN","CO",13204,"MCO","FL",1500,1500,0,0,0,0,"1500-1559",2020,2007,-13,0,0,-1,"2000-2059",0,0,1546,7,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-12-16T22:00:00.000+0000",0,13,"DEN-MCO"],[2,5,20,1,"2019-05-20","YX",20452,"N425YX",12953,"LGA","NY",14100,"PHL","PA",1300,1259,-1,0,0,-1,"1300-1359",1415,1359,-16,0,0,-2,"1400-1459",0,0,96,1,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-20T17:00:00.000+0000",41,56,"LGA-PHL"],[4,12,16,7,"2018-12-16","WN",19393,"N7701B",12191,"HOU","TX",14193,"PNS","FL",1710,1706,-4,0,0,-1,"1700-1759",1835,1822,-13,0,0,-1,"1800-1859",0,0,488,2,0,0,0,0,0,2018,"KHOU","large_airport","William P Hobby Airport",46,"NA","US","US-TX","Houston","KHOU","HOU","HOU","-95.27890015, 29.64539909","America/Chicago","2018-12-16T23:10:00.000+0000",4,13,"HOU-PNS"],[2,5,26,7,"2019-05-26","YX",20452,"N131HQ",11278,"DCA","VA",14027,"PBI","FL",1200,1147,-13,0,0,-1,"1200-1259",1437,1422,-15,0,0,-1,"1400-1459",0,0,857,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-26T16:00:00.000+0000",53,15,"DCA-PBI"],[4,10,16,2,"2018-10-16","WN",19393,"N461WN",14570,"RNO","NV",14679,"SAN","CA",625,625,0,0,0,0,"0600-0659",755,740,-15,0,0,-1,"0700-0759",0,0,488,2,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-16T13:25:00.000+0000",0,15,"RNO-SAN"],[2,5,25,6,"2019-05-25","YX",20452,"N136HQ",14027,"PBI","FL",11278,"DCA","VA",1555,1548,-7,0,0,-1,"1500-1559",1825,1809,-16,0,0,-2,"1800-1859",0,0,857,4,0,0,0,0,0,2019,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2019-05-25T19:55:00.000+0000",7,16,"PBI-DCA"],[4,10,16,2,"2018-10-16","WN",19393,"N8626B",14679,"SAN","CA",13198,"MCI","MO",1710,1705,-5,0,0,-1,"1700-1759",2215,2151,-24,0,0,-2,"2200-2259",0,0,1334,6,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-17T00:10:00.000+0000",5,64,"SAN-MCI"],[2,5,9,4,"2019-05-09","YX",20452,"N133HQ",11423,"DSM","IA",14100,"PHL","PA",601,553,-8,0,0,-1,"0600-0659",941,944,3,3,0,0,"0900-0959",0,0,972,4,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-05-09T11:01:00.000+0000",48,-3,"DSM-PHL"],[4,12,16,7,"2018-12-16","WN",19393,"N258WN",12992,"LIT","AR",11259,"DAL","TX",605,602,-3,0,0,-1,"0600-0659",715,717,2,2,0,0,"0700-0759",0,0,296,2,0,0,0,0,0,2018,"KLIT","large_airport","Bill & Hillary Clinton National Airport/Adams Field",262,"NA","US","US-AR","Little Rock","KLIT","LIT","LIT","-92.2242965698, 34.729400634799994","America/Chicago","2018-12-16T12:05:00.000+0000",3,-2,"LIT-DAL"],[2,5,27,1,"2019-05-27","YX",20452,"N119HQ",10693,"BNA","TN",11278,"DCA","VA",1012,1010,-2,0,0,-1,"1000-1059",1258,1237,-21,0,0,-2,"1200-1259",0,0,562,3,0,0,0,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-05-27T15:12:00.000+0000",2,21,"BNA-DCA"],[4,10,16,2,"2018-10-16","WN",19393,"N567WN",15304,"TPA","FL",11697,"FLL","FL",1345,1342,-3,0,0,-1,"1300-1359",1445,1429,-16,0,0,-2,"1400-1459",0,0,197,1,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-16T17:45:00.000+0000",3,16,"TPA-FLL"],[2,5,15,3,"2019-05-15","YX",20452,"N419YX",10529,"BDL","CT",14100,"PHL","PA",1441,1435,-6,0,0,-1,"1400-1459",1610,1551,-19,0,0,-2,"1600-1659",0,0,196,1,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-05-15T18:41:00.000+0000",6,59,"BDL-PHL"],[4,10,17,3,"2018-10-17","WN",19393,"N219WN",10279,"AMA","TX",11259,"DAL","TX",1615,1610,-5,0,0,-1,"1600-1659",1720,1720,0,0,0,0,"1700-1759",0,0,323,2,0,0,0,0,0,2018,"KAMA","large_airport","Rick Husband Amarillo International Airport",3607,"NA","US","US-TX","Amarillo","KAMA","AMA","AMA","-101.706001, 35.219398","America/Chicago","2018-10-17T21:15:00.000+0000",5,0,"AMA-DAL"],[2,5,26,7,"2019-05-26","YX",20452,"N426YX",13303,"MIA","FL",10994,"CHS","SC",2144,2142,-2,0,0,-1,"2100-2159",2329,2345,16,16,1,1,"2300-2359",0,0,489,2,0,0,16,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-27T01:44:00.000+0000",2,-16,"MIA-CHS"],[4,12,16,7,"2018-12-16","WN",19393,"N733SA",14027,"PBI","FL",10821,"BWI","MD",720,714,-6,0,0,-1,"0700-0759",940,921,-19,0,0,-2,"0900-0959",0,0,883,4,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-12-16T12:20:00.000+0000",6,19,"PBI-BWI"],[2,5,10,5,"2019-05-10","YX",20452,"N407YX",13303,"MIA","FL",12953,"LGA","NY",651,651,0,0,0,0,"0600-0659",953,1001,8,8,0,0,"0900-0959",0,0,1096,5,0,0,0,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-10T10:51:00.000+0000",0,-48,"MIA-LGA"],[4,10,17,3,"2018-10-17","WN",19393,"N7708E",10423,"AUS","TX",12892,"LAX","CA",2200,2155,-5,0,0,-1,"2200-2259",2315,2255,-20,0,0,-2,"2300-2359",0,0,1242,5,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-18T03:00:00.000+0000",45,60,"AUS-LAX"],[2,6,15,6,"2019-06-15","AA",19805,"N971NN",10423,"AUS","TX",11298,"DFW","TX",715,712,-3,0,0,-1,"0700-0759",824,816,-8,0,0,-1,"0800-0859",0,0,190,1,0,0,0,0,0,2019,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2019-06-15T12:15:00.000+0000",3,8,"AUS-DFW"],[4,10,17,3,"2018-10-17","WN",19393,"N782SA",10599,"BHM","AL",12191,"HOU","TX",550,547,-3,0,0,-1,"0001-0559",735,733,-2,0,0,-1,"0700-0759",0,0,570,3,0,0,0,0,0,2018,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2018-10-17T10:50:00.000+0000",3,2,"BHM-HOU"],[2,5,27,1,"2019-05-27","YX",20452,"N135HQ",11057,"CLT","NC",12124,"HHH","SC",918,910,-8,0,0,-1,"0900-0959",1023,1009,-14,0,0,-1,"1000-1059",0,0,207,1,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-27T13:18:00.000+0000",8,14,"CLT-HHH"],[4,12,16,7,"2018-12-16","WN",19393,"N7832A",14679,"SAN","CA",10140,"ABQ","NM",935,932,-3,0,0,-1,"0900-0959",1215,1207,-8,0,0,-1,"1200-1259",0,0,628,3,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-16T17:35:00.000+0000",3,8,"SAN-ABQ"],[2,6,21,5,"2019-06-21","AA",19805,"N604AW",14307,"PVD","RI",11057,"CLT","NC",558,558,0,0,0,0,"0001-0559",810,804,-6,0,0,-1,"0800-0859",0,0,683,3,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-21T09:58:00.000+0000",0,6,"PVD-CLT"],[4,10,17,3,"2018-10-17","WN",19393,"N8571Z",10821,"BWI","MD",10792,"BUF","NY",1600,1558,-2,0,0,-1,"1600-1659",1705,1716,11,11,0,0,"1700-1759",0,0,281,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-17T20:00:00.000+0000",42,-11,"BWI-BUF"],[2,6,23,7,"2019-06-23","AA",19805,"N713UW",14122,"PIT","PA",11057,"CLT","NC",704,700,-4,0,0,-1,"0700-0759",835,830,-5,0,0,-1,"0800-0859",0,0,366,2,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-06-23T11:04:00.000+0000",4,5,"PIT-CLT"],[4,12,16,7,"2018-12-16","WN",19393,"N7860A",14908,"SNA","CA",14893,"SMF","CA",1010,1009,-1,0,0,-1,"1000-1059",1135,1127,-8,0,0,-1,"1100-1159",0,0,404,2,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-16T18:10:00.000+0000",1,8,"SNA-SMF"],[2,6,17,1,"2019-06-17","AA",19805,"N601AW",11057,"CLT","NC",12953,"LGA","NY",1618,1613,-5,0,0,-1,"1600-1659",1817,1807,-10,0,0,-1,"1800-1859",0,0,544,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-17T20:18:00.000+0000",5,10,"CLT-LGA"],[4,10,9,2,"2018-10-09","YV",20378,"N243LR",14107,"PHX","AZ",13796,"OAK","CA",720,716,-4,0,0,-1,"0700-0759",916,918,2,2,0,0,"0900-0959",0,0,646,3,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-09T14:20:00.000+0000",4,-2,"PHX-OAK"],[2,5,13,1,"2019-05-13","OO",20304,"N875AS",10397,"ATL","GA",14696,"SBN","IN",951,951,0,0,0,0,"0900-0959",1147,1144,-3,0,0,-1,"1100-1159",0,0,566,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-13T13:51:00.000+0000",0,3,"ATL-SBN"],[4,12,17,1,"2018-12-17","WN",19393,"N915WN",10140,"ABQ","NM",11259,"DAL","TX",1800,1755,-5,0,0,-1,"1800-1859",2035,2026,-9,0,0,-1,"2000-2059",0,0,580,3,0,0,0,0,0,2018,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2018-12-18T01:00:00.000+0000",45,9,"ABQ-DAL"],[2,5,13,1,"2019-05-13","OO",20304,"N820SK",10397,"ATL","GA",10781,"BTR","LA",1805,1804,-1,0,0,-1,"1800-1859",1845,1836,-9,0,0,-1,"1800-1859",0,0,448,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-13T22:05:00.000+0000",1,9,"ATL-BTR"],[4,12,17,1,"2018-12-17","WN",19393,"N765SW",10397,"ATL","GA",10693,"BNA","TN",1035,1027,-8,0,0,-1,"1000-1059",1045,1031,-14,0,0,-1,"1000-1059",0,0,214,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T15:35:00.000+0000",8,14,"ATL-BNA"],[2,6,4,2,"2019-06-04","AA",19805,"N809AW",11057,"CLT","NC",14635,"RSW","FL",740,737,-3,0,0,-1,"0700-0759",932,1020,48,48,1,3,"0900-0959",0,0,600,3,0,0,48,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-04T11:40:00.000+0000",3,-88,"CLT-RSW"],[4,12,17,1,"2018-12-17","WN",19393,"N785SW",10397,"ATL","GA",11066,"CMH","OH",915,914,-1,0,0,-1,"0900-0959",1045,1045,0,0,0,0,"1000-1059",0,0,447,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T14:15:00.000+0000",1,0,"ATL-CMH"],[2,5,13,1,"2019-05-13","OO",20304,"N832SK",13871,"OMA","NE",11433,"DTW","MI",1356,1354,-2,0,0,-1,"1300-1359",1658,1646,-12,0,0,-1,"1600-1659",0,0,651,3,0,0,0,0,0,2019,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2019-05-13T18:56:00.000+0000",2,12,"OMA-DTW"],[4,12,17,1,"2018-12-17","WN",19393,"N7812G",10397,"ATL","GA",15304,"TPA","FL",1135,1135,0,0,0,0,"1100-1159",1305,1250,-15,0,0,-1,"1300-1359",0,0,406,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-17T16:35:00.000+0000",0,55,"ATL-TPA"],[2,5,1,3,"2019-05-01","OH",20397,"N510AE",11278,"DCA","VA",11433,"DTW","MI",1459,1453,-6,0,0,-1,"1400-1459",1638,1650,12,12,0,0,"1600-1659",0,0,405,2,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-01T18:59:00.000+0000",6,-12,"DCA-DTW"],[4,12,13,4,"2018-12-13","WN",19393,"N8305E",10423,"AUS","TX",14771,"SFO","CA",1930,1926,-4,0,0,-1,"1900-1959",2130,2118,-12,0,0,-1,"2100-2159",0,0,1504,7,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-12-14T01:30:00.000+0000",4,12,"AUS-SFO"],[2,5,26,7,"2019-05-26","OH",20397,"N501BG",11057,"CLT","NC",10431,"AVL","NC",945,939,-6,0,0,-1,"0900-0959",1051,1033,-18,0,0,-2,"1000-1059",0,0,91,1,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-26T13:45:00.000+0000",6,18,"CLT-AVL"],[4,10,3,3,"2018-10-03","YV",20378,"N918FJ",10599,"BHM","AL",11298,"DFW","TX",607,559,-8,0,0,-1,"0600-0659",810,755,-15,0,0,-1,"0800-0859",0,0,597,3,0,0,0,0,0,2018,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2018-10-03T11:07:00.000+0000",48,55,"BHM-DFW"],[2,5,13,1,"2019-05-13","OH",20397,"N586NN",11267,"DAY","OH",11057,"CLT","NC",910,905,-5,0,0,-1,"0900-0959",1051,1034,-17,0,0,-2,"1000-1059",0,0,370,2,0,0,0,0,0,2019,"KDAY","large_airport","James M Cox Dayton International Airport",1009,"NA","US","US-OH","Dayton","KDAY","DAY","DAY","-84.21939849853516, 39.902400970458984","America/New_York","2019-05-13T13:10:00.000+0000",5,17,"DAY-CLT"],[4,12,13,4,"2018-12-13","WN",19393,"N562WN",11618,"EWR","NJ",13204,"MCO","FL",640,636,-4,0,0,-1,"0600-0659",935,916,-19,0,0,-2,"0900-0959",0,0,937,4,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-12-13T11:40:00.000+0000",4,19,"EWR-MCO"],[2,5,9,4,"2019-05-09","OH",20397,"N571NN",11057,"CLT","NC",15370,"TUL","OK",1315,1314,-1,0,0,-1,"1300-1359",1446,1450,4,4,0,0,"1400-1459",0,0,842,4,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-09T17:15:00.000+0000",1,-4,"CLT-TUL"],[4,10,11,4,"2018-10-11","YV",20378,"N935LR",11298,"DFW","TX",12217,"HSV","AL",1645,1642,-3,0,0,-1,"1600-1659",1832,1823,-9,0,0,-1,"1800-1859",0,0,603,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-11T21:45:00.000+0000",3,9,"DFW-HSV"],[2,6,27,4,"2019-06-27","MQ",20398,"N858AE",13930,"ORD","IL",12511,"JLN","MO",1200,1154,-6,0,0,-1,"1200-1259",1341,1333,-8,0,0,-1,"1300-1359",0,0,484,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-27T17:00:00.000+0000",46,8,"ORD-JLN"],[4,12,13,4,"2018-12-13","WN",19393,"N7731A",12892,"LAX","CA",14831,"SJC","CA",1925,1923,-2,0,0,-1,"1900-1959",2035,2026,-9,0,0,-1,"2000-2059",0,0,308,2,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-14T03:25:00.000+0000",2,9,"LAX-SJC"],[2,5,7,2,"2019-05-07","OH",20397,"N571NN",11057,"CLT","NC",11953,"GNV","FL",1329,1324,-5,0,0,-1,"1300-1359",1458,1454,-4,0,0,-1,"1400-1459",0,0,388,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-07T17:29:00.000+0000",5,4,"CLT-GNV"],[4,10,12,5,"2018-10-12","YV",20378,"N503MJ",11193,"CVG","KY",12264,"IAD","VA",1445,1442,-3,0,0,-1,"1400-1459",1614,1557,-17,0,0,-2,"1600-1659",0,0,388,2,0,0,0,0,0,2018,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2018-10-12T18:45:00.000+0000",3,57,"CVG-IAD"],[2,6,24,1,"2019-06-24","MQ",20398,"N844AE",13930,"ORD","IL",11067,"CMI","IL",840,840,0,0,0,0,"0800-0859",939,935,-4,0,0,-1,"0900-0959",0,0,135,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-24T13:40:00.000+0000",0,4,"ORD-CMI"],[4,12,13,4,"2018-12-13","WN",19393,"N569WN",13232,"MDW","IL",13796,"OAK","CA",1905,1905,0,0,0,0,"1900-1959",2155,2117,-38,0,0,-2,"2100-2159",0,0,1844,8,0,0,0,0,0,2018,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2018-12-14T01:05:00.000+0000",0,38,"MDW-OAK"],[2,6,18,2,"2019-06-18","MQ",20398,"N855AE",13377,"MLU","LA",11298,"DFW","TX",1623,1621,-2,0,0,-1,"1600-1659",1750,1737,-13,0,0,-1,"1700-1759",0,0,293,2,0,0,0,0,0,2019,"KMLU","large_airport","Monroe Regional Airport",79,"NA","US","US-LA","Monroe","KMLU","MLU","MLU","-92.0376968383789, 32.51089859008789","America/Chicago","2019-06-18T21:23:00.000+0000",2,13,"MLU-DFW"],[4,12,13,4,"2018-12-13","WN",19393,"N446WN",13871,"OMA","NE",14107,"PHX","AZ",1430,1429,-1,0,0,-1,"1400-1459",1625,1556,-29,0,0,-2,"1600-1659",0,0,1037,5,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-13T20:30:00.000+0000",1,69,"OMA-PHX"],[2,6,25,2,"2019-06-25","MQ",20398,"N234JW",11278,"DCA","VA",15919,"XNA","AR",1711,1705,-6,0,0,-1,"1700-1759",1854,1851,-3,0,0,-1,"1800-1859",0,0,963,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-06-25T21:11:00.000+0000",6,3,"DCA-XNA"],[4,10,12,5,"2018-10-12","EV",20366,"N611QX",11980,"GRI","NE",11298,"DFW","TX",605,559,-6,0,0,-1,"0600-0659",753,740,-13,0,0,-1,"0700-0759",0,0,561,3,0,0,0,0,0,2018,"KGRI","medium_airport","Central Nebraska Regional Airport",1847,"NA","US","US-NE","Grand Island","KGRI","GRI","GRI","-98.30960083007812, 40.967498779296875","America/Chicago","2018-10-12T11:05:00.000+0000",46,13,"GRI-DFW"],[2,6,8,6,"2019-06-08","MQ",20398,"N251NN",13930,"ORD","IL",11624,"EYW","FL",825,825,0,0,0,0,"0800-0859",1249,1247,-2,0,0,-1,"1200-1259",0,0,1251,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-08T13:25:00.000+0000",0,2,"ORD-EYW"],[4,12,13,4,"2018-12-13","WN",19393,"N745SW",14107,"PHX","AZ",13891,"ONT","CA",1705,1701,-4,0,0,-1,"1700-1759",1710,1659,-11,0,0,-1,"1700-1759",0,0,325,2,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-14T00:05:00.000+0000",4,51,"PHX-ONT"],[2,6,4,2,"2019-06-04","MQ",20398,"N685AE",11612,"EVV","IN",13930,"ORD","IL",1736,1731,-5,0,0,-1,"1700-1759",1914,1851,-23,0,0,-2,"1900-1959",0,0,272,2,0,0,0,0,0,2019,"KEVV","medium_airport","Evansville Regional Airport",418,"NA","US","US-IN","Evansville","KEVV","EVV","EVV","-87.5324020386, 38.0369987488","America/Chicago","2019-06-04T22:36:00.000+0000",5,63,"EVV-ORD"],[4,12,13,4,"2018-12-13","WN",19393,"N8671D",14107,"PHX","AZ",14100,"PHL","PA",1120,1113,-7,0,0,-1,"1100-1159",1745,1748,3,3,0,0,"1700-1759",0,0,2075,9,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-13T18:20:00.000+0000",7,-3,"PHX-PHL"],[2,6,26,3,"2019-06-26","MQ",20398,"N529EA",13930,"ORD","IL",11066,"CMH","OH",725,722,-3,0,0,-1,"0700-0759",945,923,-22,0,0,-2,"0900-0959",0,0,296,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-26T12:25:00.000+0000",3,22,"ORD-CMH"],[4,12,13,4,"2018-12-13","WN",19393,"N261WN",14683,"SAT","TX",10693,"BNA","TN",1855,1852,-3,0,0,-1,"1800-1859",2100,2044,-16,0,0,-2,"2100-2159",0,0,822,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-12-14T00:55:00.000+0000",3,56,"SAT-BNA"],[2,6,8,6,"2019-06-08","MQ",20398,"N831AE",11067,"CMI","IL",11298,"DFW","TX",1555,1548,-7,0,0,-1,"1500-1559",1810,1745,-25,0,0,-2,"1800-1859",0,0,692,3,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-06-08T20:55:00.000+0000",7,65,"CMI-DFW"],[4,10,16,2,"2018-10-16","EV",20366,"N15912",12266,"IAH","TX",10185,"AEX","LA",2130,2129,-1,0,0,-1,"2100-2159",2230,2225,-5,0,0,-1,"2200-2259",0,0,190,1,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-17T02:30:00.000+0000",1,5,"IAH-AEX"],[2,5,15,3,"2019-05-15","OH",20397,"N530EA",13485,"MSN","WI",14100,"PHL","PA",600,552,-8,0,0,-1,"0600-0659",913,916,3,3,0,0,"0900-0959",0,0,764,4,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-05-15T11:00:00.000+0000",48,-3,"MSN-PHL"],[4,10,31,3,"2018-10-31","EV",20366,"N12172",12266,"IAH","TX",11146,"CRW","WV",1830,1825,-5,0,0,-1,"1800-1859",2200,2159,-1,0,0,-1,"2200-2259",0,0,975,4,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-31T23:30:00.000+0000",5,41,"IAH-CRW"],[2,5,1,3,"2019-05-01","OH",20397,"N539EA",11996,"GSP","SC",14100,"PHL","PA",743,736,-7,0,0,-1,"0700-0759",930,916,-14,0,0,-1,"0900-0959",0,0,515,3,0,0,0,0,0,2019,"KGSP","large_airport","Greenville Spartanburg International Airport",964,"NA","US","US-SC","Greenville","KGSP","GSP","GSP","-82.2189025879, 34.8956985474","America/New_York","2019-05-01T11:43:00.000+0000",7,14,"GSP-PHL"],[4,10,8,1,"2018-10-08","EV",20366,"N12135",12266,"IAH","TX",10747,"BRO","TX",1225,1216,-9,0,0,-1,"1200-1259",1342,1333,-9,0,0,-1,"1300-1359",0,0,308,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-08T17:25:00.000+0000",9,9,"IAH-BRO"],[2,5,3,5,"2019-05-03","OH",20397,"N567NN",11057,"CLT","NC",11066,"CMH","OH",1603,1557,-6,0,0,-1,"1600-1659",1729,1720,-9,0,0,-1,"1700-1759",0,0,347,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-03T20:03:00.000+0000",46,9,"CLT-CMH"],[4,12,18,2,"2018-12-18","WN",19393,"N7720F",11540,"ELP","TX",14683,"SAT","TX",805,801,-4,0,0,-1,"0800-0859",1030,1019,-11,0,0,-1,"1000-1059",0,0,496,2,0,0,0,0,0,2018,"KELP","medium_airport","El Paso International Airport",3959,"NA","US","US-TX","El Paso","KELP","ELP","ELP","-106.3779984, 31.80719948","America/Denver","2018-12-18T15:05:00.000+0000",4,11,"ELP-SAT"],[2,6,19,3,"2019-06-19","MQ",20398,"N855AE",15401,"TXK","AR",11298,"DFW","TX",1039,1034,-5,0,0,-1,"1000-1059",1143,1144,1,1,0,0,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-19T15:39:00.000+0000",5,-1,"TXK-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N767SK",13487,"MSP","MN",13930,"ORD","IL",2015,2015,0,0,0,0,"2000-2059",2147,2203,16,16,1,1,"2100-2159",0,0,334,2,0,0,16,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-02T01:15:00.000+0000",0,-56,"MSP-ORD"],[2,6,27,4,"2019-06-27","MQ",20398,"N818AE",15401,"TXK","AR",11298,"DFW","TX",1039,1033,-6,0,0,-1,"1000-1059",1143,1129,-14,0,0,-1,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-27T15:39:00.000+0000",6,14,"TXK-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N931EV",13422,"MOB","AL",10397,"ATL","GA",600,557,-3,0,0,-1,"0600-0659",820,819,-1,0,0,-1,"0800-0859",0,0,302,2,0,0,0,0,0,2018,"KMOB","large_airport","Mobile Regional Airport",219,"NA","US","US-AL","Mobile","KMOB","MOB","MOB","-88.242797851562, 30.691200256348","America/Chicago","2018-10-01T11:00:00.000+0000",43,1,"MOB-ATL"],[2,6,30,7,"2019-06-30","MQ",20398,"N820AE",15401,"TXK","AR",11298,"DFW","TX",1039,1026,-13,0,0,-1,"1000-1059",1143,1124,-19,0,0,-2,"1100-1159",0,0,181,1,0,0,0,0,0,2019,"KTXK","medium_airport","Texarkana Regional Webb Field",390,"NA","US","US-AR","Texarkana","KTXK","TXK","TXK","-93.99099731445312, 33.45370101928711","America/Chicago","2019-06-30T15:39:00.000+0000",13,19,"TXK-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N205SY",13930,"ORD","IL",13342,"MKE","WI",1750,1746,-4,0,0,-1,"1700-1759",1840,1827,-13,0,0,-1,"1800-1859",0,0,67,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-01T22:50:00.000+0000",4,13,"ORD-MKE"],[2,5,15,3,"2019-05-15","OH",20397,"N568NN",13342,"MKE","WI",11057,"CLT","NC",525,518,-7,0,0,-1,"0001-0559",831,831,0,0,0,0,"0800-0859",0,0,651,3,0,0,0,0,0,2019,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2019-05-15T10:25:00.000+0000",7,0,"MKE-CLT"],[4,10,1,1,"2018-10-01","OO",20304,"N142SY",14570,"RNO","NV",14771,"SFO","CA",1235,1231,-4,0,0,-1,"1200-1259",1353,1334,-19,0,0,-2,"1300-1359",0,0,192,1,0,0,0,0,0,2018,"KRNO","large_airport","Reno Tahoe International Airport",4415,"NA","US","US-NV","Reno","KRNO","RNO","RNO","-119.76799774169922, 39.49909973144531","America/Los_Angeles","2018-10-01T19:35:00.000+0000",4,19,"RNO-SFO"],[2,6,4,2,"2019-06-04","MQ",20398,"N803AE",14960,"SPS","TX",11298,"DFW","TX",500,447,-13,0,0,-1,"0001-0559",553,535,-18,0,0,-2,"0001-0559",0,0,113,1,0,0,0,0,0,2019,"KSPS","large_airport","Sheppard Air Force Base-Wichita Falls Municipal Airport",1019,"NA","US","US-TX","Wichita Falls","KSPS","SPS","SPS","-98.491898, 33.9888","America/Chicago","2019-06-04T10:00:00.000+0000",53,18,"SPS-DFW"],[4,10,1,1,"2018-10-01","OO",20304,"N946SW",11292,"DEN","CO",11109,"COS","CO",2000,1953,-7,0,0,-1,"2000-2059",2052,2033,-19,0,0,-2,"2000-2059",0,0,73,1,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-02T02:00:00.000+0000",47,19,"DEN-COS"],[2,5,6,1,"2019-05-06","OH",20397,"N242JS",11278,"DCA","VA",14492,"RDU","NC",2000,1950,-10,0,0,-1,"2000-2059",2112,2052,-20,0,0,-2,"2100-2159",0,0,227,1,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-07T00:00:00.000+0000",50,60,"DCA-RDU"],[4,12,18,2,"2018-12-18","WN",19393,"N749SW",13244,"MEM","TN",11292,"DEN","CO",1030,1025,-5,0,0,-1,"1000-1059",1205,1143,-22,0,0,-2,"1200-1259",0,0,872,4,0,0,0,0,0,2018,"KMEM","large_airport","Memphis International Airport",341,"NA","US","US-TN","Memphis","KMEM","MEM","MEM","-89.97669982910156, 35.04240036010742","America/Chicago","2018-12-18T16:30:00.000+0000",5,62,"MEM-DEN"],[2,6,21,5,"2019-06-21","MQ",20398,"N276NN",11066,"CMH","OH",13930,"ORD","IL",836,835,-1,0,0,-1,"0800-0859",910,910,0,0,0,0,"0900-0959",0,0,296,2,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-06-21T12:36:00.000+0000",1,0,"CMH-ORD"],[4,10,1,1,"2018-10-01","OO",20304,"N937SW",14698,"SBP","CA",14771,"SFO","CA",1340,1337,-3,0,0,-1,"1300-1359",1448,1433,-15,0,0,-1,"1400-1459",0,0,190,1,0,0,0,0,0,2018,"KSBP","medium_airport","San Luis County Regional Airport",212,"NA","US","US-CA","San Luis Obispo","KSBP","SBP","SBP","-120.641998291, 35.236801147499996","America/Los_Angeles","2018-10-01T20:40:00.000+0000",3,15,"SBP-SFO"],[2,6,2,7,"2019-06-02","MQ",20398,"N827AE",14783,"SGF","MO",11057,"CLT","NC",700,653,-7,0,0,-1,"0700-0759",1024,1017,-7,0,0,-1,"1000-1059",0,0,708,3,0,0,0,0,0,2019,"KSGF","large_airport","Springfield Branson National Airport",1268,"NA","US","US-MO","Springfield","KSGF","SGF","SGF","-93.38860321, 37.24570084","America/Chicago","2019-06-02T12:00:00.000+0000",47,7,"SGF-CLT"],[4,10,1,1,"2018-10-01","OO",20304,"N141SY",14771,"SFO","CA",15376,"TUS","AZ",838,834,-4,0,0,-1,"0800-0859",1049,1101,12,12,0,0,"1000-1059",0,0,751,4,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-01T15:38:00.000+0000",4,-52,"SFO-TUS"],[2,5,2,4,"2019-05-02","OH",20397,"N254PS",13931,"ORF","VA",11278,"DCA","VA",1620,1617,-3,0,0,-1,"1600-1659",1725,1924,119,119,1,7,"1700-1759",0,0,142,1,0,0,119,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-02T20:20:00.000+0000",3,-199,"ORF-DCA"],[4,10,1,1,"2018-10-01","OO",20304,"N161SY",11292,"DEN","CO",14683,"SAT","TX",1750,1748,-2,0,0,-1,"1700-1759",2115,2054,-21,0,0,-2,"2100-2159",0,0,794,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-01T23:50:00.000+0000",2,61,"DEN-SAT"],[2,6,10,1,"2019-06-10","MQ",20398,"N622AE",11067,"CMI","IL",13930,"ORD","IL",630,626,-4,0,0,-1,"0600-0659",734,726,-8,0,0,-1,"0700-0759",0,0,135,1,0,0,0,0,0,2019,"KCMI","medium_airport","University of Illinois Willard Airport",755,"NA","US","US-IL","Champaign/Urbana","KCMI","CMI","CMI","-88.27809906, 40.03919983","America/Chicago","2019-06-10T11:30:00.000+0000",4,8,"CMI-ORD"],[4,12,18,2,"2018-12-18","WN",19393,"N951WN",13871,"OMA","NE",15016,"STL","MO",1355,1351,-4,0,0,-1,"1300-1359",1500,1454,-6,0,0,-1,"1500-1559",0,0,342,2,0,0,0,0,0,2018,"KOMA","large_airport","Eppley Airfield",984,"NA","US","US-NE","Omaha","KOMA","OMA","OMA","-95.894096, 41.3032","America/Chicago","2018-12-18T19:55:00.000+0000",4,46,"OMA-STL"],[2,5,9,4,"2019-05-09","OH",20397,"N516AE",10581,"BGR","ME",11278,"DCA","VA",1702,1655,-7,0,0,-1,"1700-1759",1900,1847,-13,0,0,-1,"1900-1959",0,0,590,3,0,0,0,0,0,2019,"KBGR","large_airport","Bangor International Airport",192,"NA","US","US-ME","Bangor","KBGR","BGR","BGR","-68.8281021118164, 44.80739974975586","America/New_York","2019-05-09T21:02:00.000+0000",47,53,"BGR-DCA"],[4,12,18,2,"2018-12-18","WN",19393,"N8613K",14679,"SAN","CA",13198,"MCI","MO",1035,1034,-1,0,0,-1,"1000-1059",1540,1540,0,0,0,0,"1500-1559",0,0,1334,6,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-18T18:35:00.000+0000",1,0,"SAN-MCI"],[2,5,21,2,"2019-05-21","OH",20397,"N582NN",11057,"CLT","NC",12264,"IAD","VA",725,718,-7,0,0,-1,"0700-0759",843,833,-10,0,0,-1,"0800-0859",0,0,322,2,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-21T11:25:00.000+0000",7,10,"CLT-IAD"],[4,10,2,2,"2018-10-02","OO",20304,"N255SY",14869,"SLC","UT",10713,"BOI","ID",1720,1713,-7,0,0,-1,"1700-1759",1835,1820,-15,0,0,-1,"1800-1859",0,0,290,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-02T23:20:00.000+0000",7,15,"SLC-BOI"],[2,6,10,1,"2019-06-10","MQ",20398,"N918AE",11298,"DFW","TX",11982,"GRK","TX",715,708,-7,0,0,-1,"0700-0759",803,758,-5,0,0,-1,"0800-0859",0,0,134,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-10T12:15:00.000+0000",7,45,"DFW-GRK"],[4,12,6,4,"2018-12-06","AA",19805,"N931NN",14869,"SLC","UT",14107,"PHX","AZ",1343,1337,-6,0,0,-1,"1300-1359",1523,1522,-1,0,0,-1,"1500-1559",0,0,507,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-06T20:43:00.000+0000",6,1,"SLC-PHX"],[2,6,26,3,"2019-06-26","MQ",20398,"N827AE",11298,"DFW","TX",15074,"SWO","OK",2225,2219,-6,0,0,-1,"2200-2259",2326,2338,12,12,0,0,"2300-2359",0,0,225,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-27T03:25:00.000+0000",6,-12,"DFW-SWO"],[4,12,18,2,"2018-12-18","AA",19805,"N913NN",14869,"SLC","UT",14107,"PHX","AZ",1343,1341,-2,0,0,-1,"1300-1359",1523,1519,-4,0,0,-1,"1500-1559",0,0,507,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-18T20:43:00.000+0000",2,4,"SLC-PHX"],[2,5,18,6,"2019-05-18","OH",20397,"N710PS",10581,"BGR","ME",11278,"DCA","VA",1218,1217,-1,0,0,-1,"1200-1259",1419,1358,-21,0,0,-2,"1400-1459",0,0,590,3,0,0,0,0,0,2019,"KBGR","large_airport","Bangor International Airport",192,"NA","US","US-ME","Bangor","KBGR","BGR","BGR","-68.8281021118164, 44.80739974975586","America/New_York","2019-05-18T16:18:00.000+0000",1,61,"BGR-DCA"],[4,10,2,2,"2018-10-02","OO",20304,"N944SW",10208,"AGS","GA",10397,"ATL","GA",1914,1905,-9,0,0,-1,"1900-1959",2019,2017,-2,0,0,-1,"2000-2059",0,0,143,1,0,0,0,0,0,2018,"KAGS","large_airport","Augusta Regional At Bush Field",144,"NA","US","US-GA","Augusta","KAGS","AGS","AGS","-81.9645004272461, 33.36989974975586","America/New_York","2018-10-02T23:14:00.000+0000",9,2,"AGS-ATL"],[2,6,8,6,"2019-06-08","MQ",20398,"N902BC",13930,"ORD","IL",10599,"BHM","AL",1224,1223,-1,0,0,-1,"1200-1259",1415,1415,0,0,0,0,"1400-1459",0,0,583,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-08T17:24:00.000+0000",1,0,"ORD-BHM"],[4,12,1,6,"2018-12-01","AA",19805,"N9006",13303,"MIA","FL",14492,"RDU","NC",1536,1531,-5,0,0,-1,"1500-1559",1740,1736,-4,0,0,-1,"1700-1759",0,0,700,3,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-01T20:36:00.000+0000",5,4,"MIA-RDU"],[2,6,14,5,"2019-06-14","MQ",20398,"N825AE",11298,"DFW","TX",14960,"SPS","TX",1425,1417,-8,0,0,-1,"1400-1459",1517,1524,7,7,0,0,"1500-1559",0,0,113,1,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-06-14T19:25:00.000+0000",8,-7,"DFW-SPS"],[4,10,2,2,"2018-10-02","OO",20304,"N953SW",11823,"FWA","IN",13487,"MSP","MN",704,701,-3,0,0,-1,"0700-0759",815,827,12,12,0,0,"0800-0859",0,0,488,2,0,0,0,0,0,2018,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2018-10-02T11:04:00.000+0000",3,-12,"FWA-MSP"],[2,5,14,2,"2019-05-14","OH",20397,"N502AE",14730,"SDF","KY",11278,"DCA","VA",1220,1214,-6,0,0,-1,"1200-1259",1400,1407,7,7,0,0,"1400-1459",0,0,474,2,0,0,0,0,0,2019,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2019-05-14T16:20:00.000+0000",6,-7,"SDF-DCA"],[4,12,23,7,"2018-12-23","AA",19805,"N997NN",14679,"SAN","CA",13930,"ORD","IL",730,725,-5,0,0,-1,"0700-0759",1335,1320,-15,0,0,-1,"1300-1359",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-23T15:30:00.000+0000",5,15,"SAN-ORD"],[2,6,7,5,"2019-06-07","MQ",20398,"N827AE",14960,"SPS","TX",11298,"DFW","TX",1042,1033,-9,0,0,-1,"1000-1059",1140,1141,1,1,0,0,"1100-1159",0,0,113,1,0,0,0,0,0,2019,"KSPS","large_airport","Sheppard Air Force Base-Wichita Falls Municipal Airport",1019,"NA","US","US-TX","Wichita Falls","KSPS","SPS","SPS","-98.491898, 33.9888","America/Chicago","2019-06-07T15:42:00.000+0000",9,-1,"SPS-DFW"],[4,12,23,7,"2018-12-23","AA",19805,"N980TW",11298,"DFW","TX",11042,"CLE","OH",1130,1125,-5,0,0,-1,"1100-1159",1508,1443,-25,0,0,-2,"1500-1559",0,0,1021,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-23T17:30:00.000+0000",5,65,"DFW-CLE"],[2,5,25,6,"2019-05-25","OH",20397,"N601EN",11057,"CLT","NC",15016,"STL","MO",1439,1436,-3,0,0,-1,"1400-1459",1538,1525,-13,0,0,-1,"1500-1559",0,0,575,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-05-25T18:39:00.000+0000",3,13,"CLT-STL"],[4,10,2,2,"2018-10-02","OO",20304,"N438SW",13487,"MSP","MN",13459,"MQT","MI",2030,2023,-7,0,0,-1,"2000-2059",2249,2232,-17,0,0,-2,"2200-2259",0,0,300,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T01:30:00.000+0000",7,17,"MSP-MQT"],[2,5,17,5,"2019-05-17","WN",19393,"N286WN",11259,"DAL","TX",13342,"MKE","WI",1705,1700,-5,0,0,-1,"1700-1759",1920,1910,-10,0,0,-1,"1900-1959",0,0,850,4,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-17T22:05:00.000+0000",5,10,"DAL-MKE"],[4,10,2,2,"2018-10-02","OO",20304,"N914EV",14113,"PIH","ID",14869,"SLC","UT",1520,1513,-7,0,0,-1,"1500-1559",1620,1610,-10,0,0,-1,"1600-1659",0,0,150,1,0,0,0,0,0,2018,"KPIH","medium_airport","Pocatello Regional Airport",4452,"NA","US","US-ID","Pocatello","KPIH","PIH","PIH","-112.59600067138672, 42.9098014831543","America/Denver","2018-10-02T21:20:00.000+0000",7,10,"PIH-SLC"],[2,5,17,5,"2019-05-17","WN",19393,"N773SA",11292,"DEN","CO",13198,"MCI","MO",1615,1615,0,0,0,0,"1600-1659",1855,1844,-11,0,0,-1,"1800-1859",0,0,533,3,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-17T22:15:00.000+0000",0,11,"DEN-MCI"],[4,12,16,7,"2018-12-16","AA",19805,"N942NN",13930,"ORD","IL",13204,"MCO","FL",705,654,-11,0,0,-1,"0700-0759",1043,1042,-1,0,0,-1,"1000-1059",0,0,1005,5,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-16T13:05:00.000+0000",51,1,"ORD-MCO"],[2,6,18,2,"2019-06-18","B6",20409,"N228JB",10721,"BOS","MA",14492,"RDU","NC",610,607,-3,0,0,-1,"0600-0659",808,803,-5,0,0,-1,"0800-0859",0,0,612,3,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-18T10:10:00.000+0000",3,5,"BOS-RDU"],[4,12,11,2,"2018-12-11","AA",19805,"N963TW",13851,"OKC","OK",11298,"DFW","TX",1220,1211,-9,0,0,-1,"1200-1259",1329,1307,-22,0,0,-2,"1300-1359",0,0,175,1,0,0,0,0,0,2018,"KOKC","large_airport","Will Rogers World Airport",1295,"NA","US","US-OK","Oklahoma City","KOKC","OKC","OKC","-97.60070037841797, 35.39310073852539","America/Chicago","2018-12-11T18:20:00.000+0000",9,22,"OKC-DFW"],[2,5,17,5,"2019-05-17","WN",19393,"N7714B",12889,"LAS","NV",12954,"LGB","CA",730,729,-1,0,0,-1,"0700-0759",835,826,-9,0,0,-1,"0800-0859",0,0,231,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-05-17T14:30:00.000+0000",1,9,"LAS-LGB"],[4,12,22,6,"2018-12-22","AA",19805,"N970NN",13930,"ORD","IL",14908,"SNA","CA",1650,1650,0,0,0,0,"1600-1659",1920,1902,-18,0,0,-2,"1900-1959",0,0,1726,7,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-12-22T22:50:00.000+0000",0,18,"ORD-SNA"],[2,5,17,5,"2019-05-17","WN",19393,"N7869A",12953,"LGA","NY",13232,"MDW","IL",1850,1849,-1,0,0,-1,"1800-1859",2020,1958,-22,0,0,-2,"2000-2059",0,0,725,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-17T22:50:00.000+0000",1,62,"LGA-MDW"],[4,12,14,5,"2018-12-14","AA",19805,"N393AN",13303,"MIA","FL",12478,"JFK","NY",704,704,0,0,0,0,"0700-0759",957,1004,7,7,0,0,"0900-0959",0,0,1089,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-14T12:04:00.000+0000",0,-47,"MIA-JFK"],[2,5,17,5,"2019-05-17","WN",19393,"N7751A",13204,"MCO","FL",13495,"MSY","LA",1020,1015,-5,0,0,-1,"1000-1059",1110,1058,-12,0,0,-1,"1100-1159",0,0,551,3,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-17T14:20:00.000+0000",5,52,"MCO-MSY"],[4,12,17,1,"2018-12-17","AA",19805,"N968AN",10529,"BDL","CT",13930,"ORD","IL",1546,1542,-4,0,0,-1,"1500-1559",1734,1716,-18,0,0,-2,"1700-1759",0,0,783,4,0,0,0,0,0,2018,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2018-12-17T20:46:00.000+0000",4,18,"BDL-ORD"],[2,5,17,5,"2019-05-17","WN",19393,"N294WN",13342,"MKE","WI",10721,"BOS","MA",730,727,-3,0,0,-1,"0700-0759",1050,1026,-24,0,0,-2,"1000-1059",0,0,860,4,0,0,0,0,0,2019,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2019-05-17T12:30:00.000+0000",3,24,"MKE-BOS"],[4,10,3,3,"2018-10-03","OO",20304,"N439SW",11003,"CID","IA",11433,"DTW","MI",630,627,-3,0,0,-1,"0600-0659",914,902,-12,0,0,-1,"0900-0959",0,0,430,2,0,0,0,0,0,2018,"KCID","large_airport","The Eastern Iowa Airport",869,"NA","US","US-IA","Cedar Rapids","KCID","CID","CID","-91.71080017089844, 41.884700775146484","America/Chicago","2018-10-03T11:30:00.000+0000",3,12,"CID-DTW"],[2,5,17,5,"2019-05-17","WN",19393,"N450WN",13495,"MSY","LA",10693,"BNA","TN",1305,1300,-5,0,0,-1,"1300-1359",1435,1427,-8,0,0,-1,"1400-1459",0,0,471,2,0,0,0,0,0,2019,"KMSY","large_airport","Louis Armstrong New Orleans International Airport",4,"NA","US","US-LA","New Orleans","KMSY","MSY","MSY","-90.25800323486328, 29.99340057373047","America/Chicago","2019-05-17T18:05:00.000+0000",5,8,"MSY-BNA"],[4,10,3,3,"2018-10-03","OO",20304,"N8965E",13487,"MSP","MN",11721,"FNT","MI",2040,2039,-1,0,0,-1,"2000-2059",2317,2341,24,24,1,1,"2300-2359",0,0,491,2,0,0,24,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-04T01:40:00.000+0000",1,-24,"MSP-FNT"],[2,6,30,7,"2019-06-30","B6",20409,"N323JB",12953,"LGA","NY",10721,"BOS","MA",1045,1034,-11,0,0,-1,"1000-1059",1213,1136,-37,0,0,-2,"1200-1259",0,0,184,1,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-30T14:45:00.000+0000",11,77,"LGA-BOS"],[4,12,15,6,"2018-12-15","AA",19805,"N990NN",14843,"SJU","PR",11298,"DFW","TX",922,915,-7,0,0,-1,"0900-0959",1243,1206,-37,0,0,-2,"1200-1259",0,0,2165,9,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-15T13:22:00.000+0000",7,37,"SJU-DFW"],[2,6,30,7,"2019-06-30","B6",20409,"N827JB",14307,"PVD","RI",14027,"PBI","FL",1155,1150,-5,0,0,-1,"1100-1159",1443,1452,9,9,0,0,"1400-1459",0,0,1148,5,0,0,0,0,0,2019,"KPVD","large_airport","Theodore Francis Green State Airport",55,"NA","US","US-RI","Providence","KPVD","PVD","PVD","-71.420403, 41.732601","America/New_York","2019-06-30T15:55:00.000+0000",5,-9,"PVD-PBI"],[4,10,3,3,"2018-10-03","OO",20304,"N868AS",13487,"MSP","MN",10627,"BIS","ND",1245,1241,-4,0,0,-1,"1200-1259",1414,1410,-4,0,0,-1,"1400-1459",0,0,386,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T17:45:00.000+0000",4,4,"MSP-BIS"],[2,5,17,5,"2019-05-17","WN",19393,"N7886A",14679,"SAN","CA",11292,"DEN","CO",1855,1847,-8,0,0,-1,"1800-1859",2205,2146,-19,0,0,-2,"2200-2259",0,0,853,4,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-05-18T01:55:00.000+0000",8,59,"SAN-DEN"],[4,10,3,3,"2018-10-03","OO",20304,"N269SY",11986,"GRR","MI",13487,"MSP","MN",1307,1256,-11,0,0,-1,"1300-1359",1342,1329,-13,0,0,-1,"1300-1359",0,0,408,2,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-03T17:07:00.000+0000",51,13,"GRR-MSP"],[2,6,30,7,"2019-06-30","B6",20409,"N627JB",10721,"BOS","MA",15304,"TPA","FL",956,953,-3,0,0,-1,"0900-0959",1308,1247,-21,0,0,-2,"1300-1359",0,0,1185,5,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-06-30T13:56:00.000+0000",3,61,"BOS-TPA"],[4,10,3,3,"2018-10-03","OO",20304,"N856AS",13076,"LSE","WI",13487,"MSP","MN",700,647,-13,0,0,-1,"0700-0759",803,756,-7,0,0,-1,"0800-0859",0,0,119,1,0,0,0,0,0,2018,"KLSE","medium_airport","La Crosse Municipal Airport",655,"NA","US","US-WI","La Crosse","KLSE","LSE","LSE","-91.256699, 43.879002","America/Chicago","2018-10-03T12:00:00.000+0000",53,47,"LSE-MSP"],[2,5,17,5,"2019-05-17","WN",19393,"N292WN",14683,"SAT","TX",15016,"STL","MO",1625,1623,-2,0,0,-1,"1600-1659",1825,1819,-6,0,0,-1,"1800-1859",0,0,786,4,0,0,0,0,0,2019,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2019-05-17T21:25:00.000+0000",2,6,"SAT-STL"],[4,12,20,4,"2018-12-20","AA",19805,"N897NN",14679,"SAN","CA",13930,"ORD","IL",2250,2241,-9,0,0,-1,"2200-2259",448,446,-2,0,0,-1,"0001-0559",0,0,1723,7,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-21T06:50:00.000+0000",9,2,"SAN-ORD"],[2,6,4,2,"2019-06-04","DL",19790,"N929AT",13930,"ORD","IL",12953,"LGA","NY",745,741,-4,0,0,-1,"0700-0759",1102,1052,-10,0,0,-1,"1100-1159",0,0,733,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-04T12:45:00.000+0000",4,50,"ORD-LGA"],[4,10,3,3,"2018-10-03","OO",20304,"N771SK",13487,"MSP","MN",13232,"MDW","IL",1001,956,-5,0,0,-1,"1000-1059",1145,1136,-9,0,0,-1,"1100-1159",0,0,349,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-03T15:01:00.000+0000",45,9,"MSP-MDW"],[2,5,17,5,"2019-05-17","WN",19393,"N463WN",14893,"SMF","CA",10800,"BUR","CA",1050,1047,-3,0,0,-1,"1000-1059",1205,1157,-8,0,0,-1,"1200-1259",0,0,358,2,0,0,0,0,0,2019,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2019-05-17T17:50:00.000+0000",3,48,"SMF-BUR"],[4,12,13,4,"2018-12-13","AA",19805,"N886NN",11278,"DCA","VA",13930,"ORD","IL",1430,1427,-3,0,0,-1,"1400-1459",1545,1533,-12,0,0,-1,"1500-1559",0,0,612,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-13T19:30:00.000+0000",3,12,"DCA-ORD"],[2,6,4,2,"2019-06-04","DL",19790,"N832DN",10397,"ATL","GA",14057,"PDX","OR",2015,2015,0,0,0,0,"2000-2059",2227,2206,-21,0,0,-2,"2200-2259",0,0,2172,9,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T00:15:00.000+0000",0,21,"ATL-PDX"],[4,10,3,3,"2018-10-03","OO",20304,"N915SW",14025,"PBG","NY",12264,"IAD","VA",930,920,-10,0,0,-1,"0900-0959",1122,1057,-25,0,0,-2,"1100-1159",0,0,444,2,0,0,0,0,0,2018,"KPBG","medium_airport","Plattsburgh International Airport",234,"NA","US","US-NY","Plattsburgh","KPBG","PBG","PBG","-73.46810150146484, 44.650901794433594","America/New_York","2018-10-03T13:30:00.000+0000",10,65,"PBG-IAD"],[2,6,4,2,"2019-06-04","DL",19790,"N981AT",13230,"MDT","PA",10397,"ATL","GA",1211,1205,-6,0,0,-1,"1200-1259",1412,1357,-15,0,0,-1,"1400-1459",0,0,620,3,0,0,0,0,0,2019,"KMDT","medium_airport","Harrisburg International Airport",310,"NA","US","US-PA","Harrisburg","KMDT","MDT","MDT","-76.7633972168, 40.1935005188","America/New_York","2019-06-04T16:11:00.000+0000",6,55,"MDT-ATL"],[4,10,3,3,"2018-10-03","OO",20304,"N435SW",13930,"ORD","IL",11471,"EAU","WI",1127,1120,-7,0,0,-1,"1100-1159",1250,1239,-11,0,0,-1,"1200-1259",0,0,269,2,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-03T16:27:00.000+0000",7,11,"ORD-EAU"],[2,6,4,2,"2019-06-04","DL",19790,"N987DN",13487,"MSP","MN",13198,"MCI","MO",1005,958,-7,0,0,-1,"1000-1059",1129,1112,-17,0,0,-2,"1100-1159",0,0,393,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-04T15:05:00.000+0000",47,17,"MSP-MCI"],[4,10,3,3,"2018-10-03","OO",20304,"N128SY",11292,"DEN","CO",12451,"JAX","FL",1015,1009,-6,0,0,-1,"1000-1059",1532,1531,-1,0,0,-1,"1500-1559",0,0,1447,6,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-03T16:15:00.000+0000",6,1,"DEN-JAX"],[2,6,4,2,"2019-06-04","DL",19790,"N912DE",10397,"ATL","GA",10599,"BHM","AL",1050,1048,-2,0,0,-1,"1000-1059",1042,1032,-10,0,0,-1,"1000-1059",0,0,134,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T14:50:00.000+0000",2,10,"ATL-BHM"],[4,10,3,3,"2018-10-03","OO",20304,"N148SY",14771,"SFO","CA",10140,"ABQ","NM",1930,1930,0,0,0,0,"1900-1959",2305,2305,0,0,0,0,"2300-2359",0,0,896,4,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-04T02:30:00.000+0000",0,0,"SFO-ABQ"],[2,5,18,6,"2019-05-18","WN",19393,"N8563Z",10821,"BWI","MD",14576,"ROC","NY",1100,1055,-5,0,0,-1,"1100-1159",1215,1156,-19,0,0,-2,"1200-1259",0,0,277,2,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-05-18T15:00:00.000+0000",45,59,"BWI-ROC"],[4,10,3,3,"2018-10-03","OO",20304,"N652BR",14489,"RDM","OR",14771,"SFO","CA",2016,2005,-11,0,0,-1,"2000-2059",2200,2152,-8,0,0,-1,"2200-2259",0,0,462,2,0,0,0,0,0,2018,"KRDM","medium_airport","Roberts Field",3080,"NA","US","US-OR","Redmond","KRDM","RDM","RDM","-121.1500015, 44.2541008","America/Los_Angeles","2018-10-04T03:16:00.000+0000",11,48,"RDM-SFO"],[2,5,18,6,"2019-05-18","WN",19393,"N770SA",11066,"CMH","OH",15304,"TPA","FL",1730,1725,-5,0,0,-1,"1700-1759",1945,1930,-15,0,0,-1,"1900-1959",0,0,829,4,0,0,0,0,0,2019,"KCMH","large_airport","John Glenn Columbus International Airport",815,"NA","US","US-OH","Columbus","KCMH","CMH","CMH","-82.891899, 39.998001","America/New_York","2019-05-18T21:30:00.000+0000",5,15,"CMH-TPA"],[4,10,3,3,"2018-10-03","OO",20304,"N130SY",13930,"ORD","IL",15919,"XNA","AR",2013,2006,-7,0,0,-1,"2000-2059",2205,2200,-5,0,0,-1,"2200-2259",0,0,522,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T01:13:00.000+0000",7,5,"ORD-XNA"],[2,6,4,2,"2019-06-04","DL",19790,"N345DN",10397,"ATL","GA",11697,"FLL","FL",1605,1605,0,0,0,0,"1600-1659",1801,1808,7,7,0,0,"1800-1859",0,0,581,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T20:05:00.000+0000",0,-7,"ATL-FLL"],[4,10,3,3,"2018-10-03","OO",20304,"N930SW",13930,"ORD","IL",13485,"MSN","WI",653,645,-8,0,0,-1,"0600-0659",751,730,-21,0,0,-2,"0700-0759",0,0,109,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-03T11:53:00.000+0000",8,21,"ORD-MSN"],[2,5,18,6,"2019-05-18","WN",19393,"N554WN",11278,"DCA","VA",15304,"TPA","FL",1845,1844,-1,0,0,-1,"1800-1859",2110,2104,-6,0,0,-1,"2100-2159",0,0,814,4,0,0,0,0,0,2019,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2019-05-18T22:45:00.000+0000",1,6,"DCA-TPA"],[4,10,3,3,"2018-10-03","OO",20304,"N785SK",10372,"ASE","CO",11292,"DEN","CO",1600,1543,-17,0,0,-2,"1600-1659",1655,1637,-18,0,0,-2,"1600-1659",0,0,125,1,0,0,0,0,0,2018,"KASE","medium_airport","Aspen-Pitkin Co/Sardy Field",7820,"NA","US","US-CO","Aspen","KASE","ASE","ASE","-106.8690033, 39.22320175","America/Denver","2018-10-03T22:00:00.000+0000",57,18,"ASE-DEN"],[2,6,4,2,"2019-06-04","DL",19790,"N980AT",14747,"SEA","WA",12889,"LAS","NV",1222,1218,-4,0,0,-1,"1200-1259",1454,1451,-3,0,0,-1,"1400-1459",0,0,867,4,0,0,0,0,0,2019,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2019-06-04T19:22:00.000+0000",4,3,"SEA-LAS"],[4,12,3,1,"2018-12-03","AA",19805,"N657AW",10397,"ATL","GA",11298,"DFW","TX",1629,1622,-7,0,0,-1,"1600-1659",1755,1759,4,4,0,0,"1700-1759",0,0,731,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-03T21:29:00.000+0000",7,-4,"ATL-DFW"],[2,6,4,2,"2019-06-04","DL",19790,"N962DN",10529,"BDL","CT",10397,"ATL","GA",1245,1240,-5,0,0,-1,"1200-1259",1510,1457,-13,0,0,-1,"1500-1559",0,0,859,4,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-06-04T16:45:00.000+0000",5,53,"BDL-ATL"],[4,10,4,4,"2018-10-04","OO",20304,"N761ND",11298,"DFW","TX",12891,"LAW","OK",1625,1625,0,0,0,0,"1600-1659",1723,1717,-6,0,0,-1,"1700-1759",0,0,140,1,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-04T21:25:00.000+0000",0,6,"DFW-LAW"],[2,6,4,2,"2019-06-04","DL",19790,"N369DN",12953,"LGA","NY",11433,"DTW","MI",710,708,-2,0,0,-1,"0700-0759",909,855,-14,0,0,-1,"0900-0959",0,0,502,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-04T11:10:00.000+0000",2,54,"LGA-DTW"],[4,10,4,4,"2018-10-04","OO",20304,"N718SK",13930,"ORD","IL",14869,"SLC","UT",1405,1400,-5,0,0,-1,"1400-1459",1636,1706,30,30,1,2,"1600-1659",0,0,1250,6,0,0,30,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T19:05:00.000+0000",5,-70,"ORD-SLC"],[2,5,18,6,"2019-05-18","WN",19393,"N8310C",12339,"IND","IN",12889,"LAS","NV",800,759,-1,0,0,-1,"0800-0859",855,853,-2,0,0,-1,"0800-0859",0,0,1590,7,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-18T12:00:00.000+0000",41,2,"IND-LAS"],[4,10,4,4,"2018-10-04","OO",20304,"N754SK",14730,"SDF","KY",13930,"ORD","IL",1516,1506,-10,0,0,-1,"1500-1559",1549,1603,14,14,0,0,"1500-1559",0,0,286,2,0,0,0,0,0,2018,"KSDF","large_airport","Louisville Muhammad Ali International Airport",501,"NA","US","US-KY","Louisville","KSDF","SDF","SDF","-85.736, 38.1744","America/Kentucky/Louisville","2018-10-04T19:16:00.000+0000",10,-54,"SDF-ORD"],[2,5,18,6,"2019-05-18","WN",19393,"N8557Q",12339,"IND","IN",14635,"RSW","FL",1825,1817,-8,0,0,-1,"1800-1859",2055,2026,-29,0,0,-2,"2000-2059",0,0,945,4,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-18T22:25:00.000+0000",8,29,"IND-RSW"],[4,10,4,4,"2018-10-04","OO",20304,"N400SY",11259,"DAL","TX",11278,"DCA","VA",700,651,-9,0,0,-1,"0700-0759",1050,1104,14,14,0,0,"1000-1059",0,0,1184,5,0,0,0,0,0,2018,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2018-10-04T12:00:00.000+0000",49,-54,"DAL-DCA"],[2,6,4,2,"2019-06-04","DL",19790,"N334NW",10397,"ATL","GA",11259,"DAL","TX",1358,1353,-5,0,0,-1,"1300-1359",1513,1455,-18,0,0,-2,"1500-1559",0,0,721,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-04T17:58:00.000+0000",5,58,"ATL-DAL"],[4,12,6,4,"2018-12-06","AA",19805,"N317PG",11298,"DFW","TX",11540,"ELP","TX",1320,1316,-4,0,0,-1,"1300-1359",1401,1400,-1,0,0,-1,"1400-1459",0,0,551,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-06T19:20:00.000+0000",4,1,"DFW-ELP"],[2,6,4,2,"2019-06-04","DL",19790,"N922AT",10397,"ATL","GA",12217,"HSV","AL",2059,2054,-5,0,0,-1,"2000-2059",2058,2053,-5,0,0,-1,"2000-2059",0,0,151,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-05T00:59:00.000+0000",5,5,"ATL-HSV"],[4,10,4,4,"2018-10-04","OO",20304,"N453SW",10397,"ATL","GA",11641,"FAY","NC",1717,1716,-1,0,0,-1,"1700-1759",1830,1838,8,8,0,0,"1800-1859",0,0,331,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-04T21:17:00.000+0000",1,-8,"ATL-FAY"],[2,5,22,3,"2019-05-22","YX",20452,"N863RW",11624,"EYW","FL",11618,"EWR","NJ",1315,1252,-23,0,0,-2,"1300-1359",1630,1606,-24,0,0,-2,"1600-1659",0,0,1196,5,0,0,0,0,0,2019,"KEYW","medium_airport","Key West International Airport",3,"NA","US","US-FL","Key West","KEYW","EYW","EYW","-81.75959777832031, 24.556100845336914","America/New_York","2019-05-22T17:15:00.000+0000",63,24,"EYW-EWR"],[4,12,17,1,"2018-12-17","AA",19805,"N930AN",14057,"PDX","OR",13930,"ORD","IL",1337,1329,-8,0,0,-1,"1300-1359",1939,1921,-18,0,0,-2,"1900-1959",0,0,1739,7,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-12-17T21:37:00.000+0000",8,18,"PDX-ORD"],[2,5,22,3,"2019-05-22","YX",20452,"N657RW",13930,"ORD","IL",14122,"PIT","PA",1140,1137,-3,0,0,-1,"1100-1159",1412,1358,-14,0,0,-1,"1400-1459",0,0,413,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-22T16:40:00.000+0000",3,54,"ORD-PIT"],[4,10,4,4,"2018-10-04","OO",20304,"N443SW",13230,"MDT","PA",11433,"DTW","MI",600,555,-5,0,0,-1,"0600-0659",739,719,-20,0,0,-2,"0700-0759",0,0,371,2,0,0,0,0,0,2018,"KMDT","medium_airport","Harrisburg International Airport",310,"NA","US","US-PA","Harrisburg","KMDT","MDT","MDT","-76.7633972168, 40.1935005188","America/New_York","2018-10-04T10:00:00.000+0000",45,20,"MDT-DTW"],[2,5,22,3,"2019-05-22","YX",20452,"N651RW",11618,"EWR","NJ",11193,"CVG","KY",1659,1659,0,0,0,0,"1600-1659",1908,1903,-5,0,0,-1,"1900-1959",0,0,569,3,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-22T20:59:00.000+0000",0,5,"EWR-CVG"],[4,10,4,4,"2018-10-04","OO",20304,"N779CA",11109,"COS","CO",14869,"SLC","UT",1235,1216,-19,0,0,-2,"1200-1259",1426,1401,-25,0,0,-2,"1400-1459",0,0,411,2,0,0,0,0,0,2018,"KCOS","large_airport","City of Colorado Springs Municipal Airport",6187,"NA","US","US-CO","Colorado Springs","KCOS","COS","COS","-104.700996, 38.805801","America/Denver","2018-10-04T18:35:00.000+0000",19,25,"COS-SLC"],[2,6,5,3,"2019-06-05","YX",20452,"N640RW",15370,"TUL","OK",12266,"IAH","TX",500,455,-5,0,0,-1,"0001-0559",643,624,-19,0,0,-2,"0600-0659",0,0,429,2,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-06-05T10:00:00.000+0000",45,19,"TUL-IAH"],[4,12,28,5,"2018-12-28","AA",19805,"N990AN",14843,"SJU","PR",13303,"MIA","FL",1225,1220,-5,0,0,-1,"1200-1259",1419,1413,-6,0,0,-1,"1400-1459",0,0,1045,5,0,0,0,0,0,2018,"TJSJ","large_airport","Luis Munoz Marin International Airport",9,"NA","PR","PR-U-A","San Juan","TJSJ","SJU","SJU","-66.0018005371, 18.4393997192","America/Puerto_Rico","2018-12-28T16:25:00.000+0000",5,6,"SJU-MIA"],[2,6,6,4,"2019-06-06","YX",20452,"N649RW",13158,"MAF","TX",11292,"DEN","CO",1837,1832,-5,0,0,-1,"1800-1859",1940,1932,-8,0,0,-1,"1900-1959",0,0,563,3,0,0,0,0,0,2019,"KMAF","medium_airport","Midland International Airport",2871,"NA","US","US-TX","Midland","KMAF","MAF","MAF","-102.2020034790039, 31.9424991607666","America/Chicago","2019-06-06T23:37:00.000+0000",5,8,"MAF-DEN"],[4,12,23,7,"2018-12-23","AA",19805,"N800AN",11298,"DFW","TX",13930,"ORD","IL",1635,1634,-1,0,0,-1,"1600-1659",1901,1856,-5,0,0,-1,"1900-1959",0,0,801,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-23T22:35:00.000+0000",1,45,"DFW-ORD"],[2,6,7,5,"2019-06-07","YX",20452,"N752YX",11618,"EWR","NJ",12451,"JAX","FL",1400,1355,-5,0,0,-1,"1400-1459",1624,1619,-5,0,0,-1,"1600-1659",0,0,820,4,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-07T18:00:00.000+0000",45,5,"EWR-JAX"],[4,12,30,7,"2018-12-30","AA",19805,"N164NN",11298,"DFW","TX",12889,"LAS","NV",1531,1528,-3,0,0,-1,"1500-1559",1629,1627,-2,0,0,-1,"1600-1659",0,0,1055,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-30T21:31:00.000+0000",3,2,"DFW-LAS"],[2,5,24,5,"2019-05-24","YX",20452,"N657RW",13930,"ORD","IL",11624,"EYW","FL",1125,1115,-10,0,0,-1,"1100-1159",1537,1529,-8,0,0,-1,"1500-1559",0,0,1251,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-24T16:25:00.000+0000",10,8,"ORD-EYW"],[4,12,11,2,"2018-12-11","AA",19805,"N140AN",11298,"DFW","TX",12892,"LAX","CA",910,905,-5,0,0,-1,"0900-0959",1050,1037,-13,0,0,-1,"1000-1059",0,0,1235,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-11T15:10:00.000+0000",5,13,"DFW-LAX"],[2,6,8,6,"2019-06-08","YX",20452,"N729YX",11057,"CLT","NC",11618,"EWR","NJ",1630,1626,-4,0,0,-1,"1600-1659",1842,1848,6,6,0,0,"1800-1859",0,0,529,3,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-08T20:30:00.000+0000",4,-6,"CLT-EWR"],[4,12,25,2,"2018-12-25","AA",19805,"N812NN",14262,"PSP","CA",11298,"DFW","TX",620,614,-6,0,0,-1,"0600-0659",1109,1104,-5,0,0,-1,"1100-1159",0,0,1126,5,0,0,0,0,0,2018,"KPSP","medium_airport","Palm Springs International Airport",477,"NA","US","US-CA","Palm Springs","KPSP","PSP","PSP","-116.50700378417969, 33.8297004699707","America/Los_Angeles","2018-12-25T14:20:00.000+0000",6,5,"PSP-DFW"],[2,6,8,6,"2019-06-08","YX",20452,"N639RW",11618,"EWR","NJ",14524,"RIC","VA",830,822,-8,0,0,-1,"0800-0859",1009,941,-28,0,0,-2,"1000-1059",0,0,277,2,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-08T12:30:00.000+0000",8,68,"EWR-RIC"],[4,10,11,4,"2018-10-11","OO",20304,"N907EV",13930,"ORD","IL",14696,"SBN","IN",1835,1832,-3,0,0,-1,"1800-1859",2027,2038,11,11,0,0,"2000-2059",0,0,84,1,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-11T23:35:00.000+0000",3,-11,"ORD-SBN"],[2,6,8,6,"2019-06-08","YX",20452,"N635RW",11618,"EWR","NJ",13198,"MCI","MO",1415,1415,0,0,0,0,"1400-1459",1622,1602,-20,0,0,-2,"1600-1659",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-08T18:15:00.000+0000",0,20,"EWR-MCI"],[4,10,11,4,"2018-10-11","OO",20304,"N472CA",11292,"DEN","CO",14262,"PSP","CA",1535,1535,0,0,0,0,"1500-1559",1656,1704,8,8,0,0,"1600-1659",0,0,776,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-11T21:35:00.000+0000",0,-48,"DEN-PSP"],[2,5,27,1,"2019-05-27","YX",20452,"N729YX",11618,"EWR","NJ",13198,"MCI","MO",845,841,-4,0,0,-1,"0800-0859",1059,1041,-18,0,0,-2,"1000-1059",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-05-27T12:45:00.000+0000",4,18,"EWR-MCI"],[4,10,11,4,"2018-10-11","OO",20304,"N208SY",14869,"SLC","UT",12892,"LAX","CA",2006,2002,-4,0,0,-1,"2000-2059",2108,2058,-10,0,0,-1,"2100-2159",0,0,590,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-12T02:06:00.000+0000",4,50,"SLC-LAX"],[2,6,9,7,"2019-06-09","YX",20452,"N859RW",12266,"IAH","TX",11433,"DTW","MI",725,719,-6,0,0,-1,"0700-0759",1118,1100,-18,0,0,-2,"1100-1159",0,0,1075,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-09T12:25:00.000+0000",6,18,"IAH-DTW"],[4,12,20,4,"2018-12-20","AA",19805,"N991AU",11298,"DFW","TX",14057,"PDX","OR",1718,1717,-1,0,0,-1,"1700-1759",1935,1925,-10,0,0,-1,"1900-1959",0,0,1616,7,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-20T23:18:00.000+0000",1,10,"DFW-PDX"],[2,5,28,2,"2019-05-28","YX",20452,"N856RW",12339,"IND","IN",11618,"EWR","NJ",545,541,-4,0,0,-1,"0001-0559",746,730,-16,0,0,-2,"0700-0759",0,0,645,3,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-28T09:45:00.000+0000",4,16,"IND-EWR"],[4,12,19,3,"2018-12-19","AA",19805,"N848NN",14107,"PHX","AZ",12478,"JFK","NY",1351,1349,-2,0,0,-1,"1300-1359",2030,2052,22,22,1,1,"2000-2059",0,0,2153,9,0,0,22,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-19T20:51:00.000+0000",2,-22,"PHX-JFK"],[2,6,10,1,"2019-06-10","YX",20452,"N641RW",11618,"EWR","NJ",13198,"MCI","MO",1415,1412,-3,0,0,-1,"1400-1459",1622,1624,2,2,0,0,"1600-1659",0,0,1092,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-10T18:15:00.000+0000",3,-2,"EWR-MCI"],[4,12,8,6,"2018-12-08","AA",19805,"N128AN",12892,"LAX","CA",11298,"DFW","TX",700,654,-6,0,0,-1,"0700-0759",1204,1159,-5,0,0,-1,"1200-1259",0,0,1235,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-08T15:00:00.000+0000",46,45,"LAX-DFW"],[2,5,28,2,"2019-05-28","YX",20452,"N631RW",12339,"IND","IN",13930,"ORD","IL",730,727,-3,0,0,-1,"0700-0759",741,722,-19,0,0,-2,"0700-0759",0,0,177,1,0,0,0,0,0,2019,"KIND","large_airport","Indianapolis International Airport",797,"NA","US","US-IN","Indianapolis","KIND","IND","IND","-86.294403, 39.7173","America/New_York","2019-05-28T11:30:00.000+0000",3,19,"IND-ORD"],[4,10,11,4,"2018-10-11","OO",20304,"N442SW",14869,"SLC","UT",11122,"CPR","WY",2015,2009,-6,0,0,-1,"2000-2059",2136,2113,-23,0,0,-2,"2100-2159",0,0,320,2,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-12T02:15:00.000+0000",6,23,"SLC-CPR"],[2,5,12,7,"2019-05-12","9E",20363,"N138EV",15249,"TLH","FL",10397,"ATL","GA",1013,1004,-9,0,0,-1,"1000-1059",1124,1115,-9,0,0,-1,"1100-1159",0,0,223,1,0,0,0,0,0,2019,"KTLH","large_airport","Tallahassee Regional Airport",81,"NA","US","US-FL","Tallahassee","KTLH","TLH","TLH","-84.35030364990234, 30.396499633789062","America/New_York","2019-05-12T14:13:00.000+0000",9,9,"TLH-ATL"],[4,12,27,4,"2018-12-27","AA",19805,"N4005X",13303,"MIA","FL",13204,"MCO","FL",2025,2020,-5,0,0,-1,"2000-2059",2131,2145,14,14,0,0,"2100-2159",0,0,192,1,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-12-28T01:25:00.000+0000",5,-14,"MIA-MCO"],[2,5,1,3,"2019-05-01","9E",20363,"N606LR",10397,"ATL","GA",15249,"TLH","FL",1649,1646,-3,0,0,-1,"1600-1659",1754,1739,-15,0,0,-1,"1700-1759",0,0,223,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-01T20:49:00.000+0000",3,15,"ATL-TLH"],[4,10,12,5,"2018-10-12","OO",20304,"N751EV",11298,"DFW","TX",10372,"ASE","CO",845,843,-2,0,0,-1,"0800-0859",958,1004,6,6,0,0,"0900-0959",0,0,701,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-12T13:45:00.000+0000",2,-46,"DFW-ASE"],[2,6,12,3,"2019-06-12","YX",20452,"N732YX",13930,"ORD","IL",12339,"IND","IN",1945,1941,-4,0,0,-1,"1900-1959",2159,2144,-15,0,0,-1,"2100-2159",0,0,177,1,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-13T00:45:00.000+0000",4,15,"ORD-IND"],[4,12,12,3,"2018-12-12","AA",19805,"N900UW",10721,"BOS","MA",11298,"DFW","TX",950,945,-5,0,0,-1,"0900-0959",1326,1310,-16,0,0,-2,"1300-1359",0,0,1562,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-12T14:50:00.000+0000",5,16,"BOS-DFW"],[2,6,12,3,"2019-06-12","YX",20452,"N643RW",11433,"DTW","MI",11618,"EWR","NJ",840,837,-3,0,0,-1,"0800-0859",1029,1014,-15,0,0,-1,"1000-1059",0,0,488,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-12T12:40:00.000+0000",3,15,"DTW-EWR"],[4,12,20,4,"2018-12-20","AA",19805,"N160AN",14679,"SAN","CA",11298,"DFW","TX",706,659,-7,0,0,-1,"0700-0759",1208,1155,-13,0,0,-1,"1200-1259",0,0,1171,5,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-20T15:06:00.000+0000",47,53,"SAN-DFW"],[2,6,13,4,"2019-06-13","YX",20452,"N744YX",12266,"IAH","TX",14492,"RDU","NC",935,933,-2,0,0,-1,"0900-0959",1322,1307,-15,0,0,-1,"1300-1359",0,0,1042,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-13T14:35:00.000+0000",2,15,"IAH-RDU"],[4,10,12,5,"2018-10-12","OO",20304,"N916EV",10397,"ATL","GA",10431,"AVL","NC",1051,1048,-3,0,0,-1,"1000-1059",1145,1144,-1,0,0,-1,"1100-1159",0,0,164,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-12T14:51:00.000+0000",3,1,"ATL-AVL"],[2,5,22,3,"2019-05-22","9E",20363,"N8694A",10208,"AGS","GA",10397,"ATL","GA",705,700,-5,0,0,-1,"0700-0759",808,802,-6,0,0,-1,"0800-0859",0,0,143,1,0,0,0,0,0,2019,"KAGS","large_airport","Augusta Regional At Bush Field",144,"NA","US","US-GA","Augusta","KAGS","AGS","AGS","-81.9645004272461, 33.36989974975586","America/New_York","2019-05-22T11:05:00.000+0000",5,6,"AGS-ATL"],[4,10,12,5,"2018-10-12","OO",20304,"N240SY",14747,"SEA","WA",14057,"PDX","OR",1514,1512,-2,0,0,-1,"1500-1559",1615,1602,-13,0,0,-1,"1600-1659",0,0,129,1,0,0,0,0,0,2018,"KSEA","large_airport","Seattle Tacoma International Airport",433,"NA","US","US-WA","Seattle","KSEA","SEA","SEA","-122.308998, 47.449001","America/Los_Angeles","2018-10-12T22:14:00.000+0000",2,13,"SEA-PDX"],[2,5,20,1,"2019-05-20","9E",20363,"N686BR",15412,"TYS","TN",11433,"DTW","MI",1216,1207,-9,0,0,-1,"1200-1259",1354,1337,-17,0,0,-2,"1300-1359",0,0,443,2,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-05-20T16:16:00.000+0000",9,17,"TYS-DTW"],[4,10,12,5,"2018-10-12","OO",20304,"N881AS",10408,"ATW","WI",11433,"DTW","MI",1435,1424,-11,0,0,-1,"1400-1459",1655,1626,-29,0,0,-2,"1600-1659",0,0,296,2,0,0,0,0,0,2018,"KATW","small_airport","Appleton International Airport",918,"NA","US","US-WI","Appleton","KATW","ATW","ATW","-88.5190963745, 44.258098602299995","America/Chicago","2018-10-12T19:35:00.000+0000",11,29,"ATW-DTW"],[2,5,6,1,"2019-05-06","9E",20363,"N336PQ",12953,"LGA","NY",11057,"CLT","NC",1859,1852,-7,0,0,-1,"1800-1859",2118,2057,-21,0,0,-2,"2100-2159",0,0,544,3,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-06T22:59:00.000+0000",7,61,"LGA-CLT"],[4,10,12,5,"2018-10-12","OO",20304,"N440SW",11433,"DTW","MI",14711,"SCE","PA",2202,2159,-3,0,0,-1,"2200-2259",2316,2309,-7,0,0,-1,"2300-2359",0,0,301,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-13T02:02:00.000+0000",43,7,"DTW-SCE"],[2,5,27,1,"2019-05-27","9E",20363,"N8877A",10397,"ATL","GA",13795,"OAJ","NC",1520,1516,-4,0,0,-1,"1500-1559",1653,1641,-12,0,0,-1,"1600-1659",0,0,399,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-27T19:20:00.000+0000",4,12,"ATL-OAJ"],[4,10,12,5,"2018-10-12","OO",20304,"N766SK",11337,"DLH","MN",13487,"MSP","MN",515,507,-8,0,0,-1,"0001-0559",617,558,-19,0,0,-2,"0600-0659",0,0,144,1,0,0,0,0,0,2018,"KDLH","large_airport","Duluth International Airport",1428,"NA","US","US-MN","Duluth","KDLH","DLH","DLH","-92.19360351559999, 46.8420982361","America/Chicago","2018-10-12T10:15:00.000+0000",8,59,"DLH-MSP"],[2,6,14,5,"2019-06-14","YX",20452,"N722YX",11618,"EWR","NJ",13487,"MSP","MN",1045,1036,-9,0,0,-1,"1000-1059",1245,1234,-11,0,0,-1,"1200-1259",0,0,1008,5,0,0,0,0,0,2019,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2019-06-14T14:45:00.000+0000",9,11,"EWR-MSP"],[4,10,12,5,"2018-10-12","OO",20304,"N138SY",11292,"DEN","CO",11042,"CLE","OH",1235,1233,-2,0,0,-1,"1200-1259",1728,1711,-17,0,0,-2,"1700-1759",0,0,1201,5,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-12T18:35:00.000+0000",2,17,"DEN-CLE"],[2,5,5,7,"2019-05-05","9E",20363,"N197PQ",13931,"ORF","VA",11433,"DTW","MI",705,705,0,0,0,0,"0700-0759",904,846,-18,0,0,-2,"0900-0959",0,0,529,3,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-05T11:05:00.000+0000",0,58,"ORF-DTW"],[4,12,8,6,"2018-12-08","AA",19805,"N343PN",10693,"BNA","TN",11298,"DFW","TX",546,543,-3,0,0,-1,"0001-0559",805,804,-1,0,0,-1,"0800-0859",0,0,631,3,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-08T11:46:00.000+0000",3,1,"BNA-DFW"],[2,6,14,5,"2019-06-14","YX",20452,"N862RW",12266,"IAH","TX",13158,"MAF","TX",1625,1620,-5,0,0,-1,"1600-1659",1751,1749,-2,0,0,-1,"1700-1759",0,0,429,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-14T21:25:00.000+0000",5,2,"IAH-MAF"],[4,10,12,5,"2018-10-12","OO",20304,"N932SW",14771,"SFO","CA",14487,"RDD","CA",840,835,-5,0,0,-1,"0800-0859",950,936,-14,0,0,-1,"0900-0959",0,0,199,1,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-12T15:40:00.000+0000",5,14,"SFO-RDD"],[2,6,15,6,"2019-06-15","YX",20452,"N741YX",13930,"ORD","IL",10257,"ALB","NY",900,900,0,0,0,0,"0900-0959",1156,1201,5,5,0,0,"1100-1159",0,0,723,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-15T14:00:00.000+0000",0,-45,"ORD-ALB"],[4,10,12,5,"2018-10-12","OO",20304,"N863AS",11292,"DEN","CO",10561,"BFL","CA",1116,1108,-8,0,0,-1,"1100-1159",1257,1247,-10,0,0,-1,"1200-1259",0,0,845,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-12T17:16:00.000+0000",8,10,"DEN-BFL"],[2,6,15,6,"2019-06-15","YX",20452,"N723YX",13930,"ORD","IL",11278,"DCA","VA",1200,1153,-7,0,0,-1,"1200-1259",1459,1440,-19,0,0,-2,"1400-1459",0,0,612,3,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-15T17:00:00.000+0000",47,19,"ORD-DCA"],[4,10,27,6,"2018-10-27","OO",20304,"N726SK",16218,"YUM","AZ",14107,"PHX","AZ",550,545,-5,0,0,-1,"0001-0559",644,630,-14,0,0,-1,"0600-0659",0,0,160,1,0,0,0,0,0,2018,"KNYL","medium_airport","Yuma MCAS/Yuma International Airport",213,"NA","US","US-AZ","Yuma","KNYL","YUM","NYL","-114.6060028, 32.65660095","America/Phoenix","2018-10-27T12:50:00.000+0000",5,14,"YUM-PHX"],[2,5,27,1,"2019-05-27","9E",20363,"N691CA",11193,"CVG","KY",11618,"EWR","NJ",1300,1258,-2,0,0,-1,"1300-1359",1502,1447,-15,0,0,-1,"1500-1559",0,0,569,3,0,0,0,0,0,2019,"KCVG","large_airport","Cincinnati Northern Kentucky International Airport",896,"NA","US","US-KY","Cincinnati / Covington","KCVG","CVG","CVG","-84.667801, 39.048801","America/New_York","2019-05-27T17:00:00.000+0000",42,55,"CVG-EWR"],[4,10,27,6,"2018-10-27","OO",20304,"N750SK",12892,"LAX","CA",14869,"SLC","UT",1845,1839,-6,0,0,-1,"1800-1859",2136,2119,-17,0,0,-2,"2100-2159",0,0,590,3,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-28T01:45:00.000+0000",6,17,"LAX-SLC"],[2,5,24,5,"2019-05-24","9E",20363,"N927XJ",12953,"LGA","NY",12451,"JAX","FL",1426,1422,-4,0,0,-1,"1400-1459",1704,1639,-25,0,0,-2,"1700-1759",0,0,833,4,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-24T18:26:00.000+0000",4,65,"LGA-JAX"],[4,10,27,6,"2018-10-27","OO",20304,"N923EV",10980,"CHA","TN",10397,"ATL","GA",800,751,-9,0,0,-1,"0800-0859",901,910,9,9,0,0,"0900-0959",0,0,106,1,0,0,0,0,0,2018,"KCHA","large_airport","Lovell Field",683,"NA","US","US-TN","Chattanooga","KCHA","CHA","CHA","-85.20379638671875, 35.035301208496094","America/New_York","2018-10-27T12:00:00.000+0000",49,-9,"CHA-ATL"],[2,5,6,1,"2019-05-06","9E",20363,"N8943A",12478,"JFK","NY",13931,"ORF","VA",900,854,-6,0,0,-1,"0900-0959",1038,1010,-28,0,0,-2,"1000-1059",0,0,290,2,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-06T13:00:00.000+0000",46,28,"JFK-ORF"],[4,10,27,6,"2018-10-27","OO",20304,"N272SY",13930,"ORD","IL",12953,"LGA","NY",930,924,-6,0,0,-1,"0900-0959",1238,1243,5,5,0,0,"1200-1259",0,0,733,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-27T14:30:00.000+0000",6,-5,"ORD-LGA"],[2,6,17,1,"2019-06-17","YX",20452,"N646RW",12266,"IAH","TX",14122,"PIT","PA",725,723,-2,0,0,-1,"0700-0759",1116,1103,-13,0,0,-1,"1100-1159",0,0,1117,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-17T12:25:00.000+0000",2,13,"IAH-PIT"],[4,10,27,6,"2018-10-27","OO",20304,"N455SW",13487,"MSP","MN",12335,"IMT","MI",1120,1100,-20,0,0,-2,"1100-1159",1226,1231,5,5,0,0,"1200-1259",0,0,257,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-27T16:20:00.000+0000",20,-5,"MSP-IMT"],[2,5,16,4,"2019-05-16","9E",20363,"N294PQ",11612,"EVV","IN",10397,"ATL","GA",600,557,-3,0,0,-1,"0600-0659",820,941,81,81,1,5,"0800-0859",0,0,350,2,0,0,81,0,0,2019,"KEVV","medium_airport","Evansville Regional Airport",418,"NA","US","US-IN","Evansville","KEVV","EVV","EVV","-87.5324020386, 38.0369987488","America/Chicago","2019-05-16T11:00:00.000+0000",43,-121,"EVV-ATL"],[4,12,5,3,"2018-12-05","AA",19805,"N811NN",15376,"TUS","AZ",11298,"DFW","TX",809,806,-3,0,0,-1,"0800-0859",1121,1114,-7,0,0,-1,"1100-1159",0,0,813,4,0,0,0,0,0,2018,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2018-12-05T15:09:00.000+0000",3,7,"TUS-DFW"],[2,5,11,6,"2019-05-11","9E",20363,"N316PQ",12945,"LEX","KY",10397,"ATL","GA",1405,1400,-5,0,0,-1,"1400-1459",1535,1529,-6,0,0,-1,"1500-1559",0,0,304,2,0,0,0,0,0,2019,"KLEX","large_airport","Blue Grass Airport",979,"NA","US","US-KY","Lexington","KLEX","LEX","LEX","-84.60590362548828, 38.0364990234375","America/New_York","2019-05-11T18:05:00.000+0000",5,6,"LEX-ATL"],[4,12,7,5,"2018-12-07","AA",19805,"N188AN",12889,"LAS","NV",13303,"MIA","FL",900,858,-2,0,0,-1,"0900-0959",1637,1625,-12,0,0,-1,"1600-1659",0,0,2174,9,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-07T17:00:00.000+0000",42,12,"LAS-MIA"],[2,5,18,6,"2019-05-18","9E",20363,"N294PQ",10397,"ATL","GA",12945,"LEX","KY",944,941,-3,0,0,-1,"0900-0959",1056,1105,9,9,0,0,"1000-1059",0,0,304,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-18T13:44:00.000+0000",3,-49,"ATL-LEX"],[4,12,12,3,"2018-12-12","AA",19805,"N197AN",12889,"LAS","NV",13303,"MIA","FL",900,857,-3,0,0,-1,"0900-0959",1637,1621,-16,0,0,-2,"1600-1659",0,0,2174,9,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-12T17:00:00.000+0000",43,16,"LAS-MIA"],[2,6,30,7,"2019-06-30","NK",20416,"N515NK",11697,"FLL","FL",10397,"ATL","GA",600,555,-5,0,0,-1,"0600-0659",758,729,-29,0,0,-2,"0700-0759",0,0,581,3,0,0,0,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-06-30T10:00:00.000+0000",45,29,"FLL-ATL"],[4,10,27,6,"2018-10-27","OO",20304,"N929SW",11292,"DEN","CO",14288,"PUB","CO",2010,2001,-9,0,0,-1,"2000-2059",2102,2042,-20,0,0,-2,"2100-2159",0,0,109,1,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-28T02:10:00.000+0000",9,60,"DEN-PUB"],[2,5,6,1,"2019-05-06","9E",20363,"N930XJ",12478,"JFK","NY",11433,"DTW","MI",1259,1256,-3,0,0,-1,"1200-1259",1501,1450,-11,0,0,-1,"1500-1559",0,0,509,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-06T16:59:00.000+0000",3,51,"JFK-DTW"],[4,10,27,6,"2018-10-27","OO",20304,"N709BR",11648,"FCA","MT",11292,"DEN","CO",1053,1048,-5,0,0,-1,"1000-1059",1305,1303,-2,0,0,-1,"1300-1359",0,0,752,4,0,0,0,0,0,2018,"KGPI","medium_airport","Glacier Park International Airport",2977,"NA","US","US-MT","Kalispell","KGPI","FCA","GPI","-114.25599670410156, 48.31050109863281","America/Denver","2018-10-27T16:53:00.000+0000",5,2,"FCA-DEN"],[2,5,15,3,"2019-05-15","9E",20363,"N904XJ",12478,"JFK","NY",11433,"DTW","MI",1259,1258,-1,0,0,-1,"1200-1259",1501,1447,-14,0,0,-1,"1500-1559",0,0,509,3,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-15T16:59:00.000+0000",1,54,"JFK-DTW"],[4,12,28,5,"2018-12-28","AA",19805,"N758US",11298,"DFW","TX",13244,"MEM","TN",1431,1429,-2,0,0,-1,"1400-1459",1553,1540,-13,0,0,-1,"1500-1559",0,0,431,2,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-28T20:31:00.000+0000",2,13,"DFW-MEM"],[2,5,1,3,"2019-05-01","9E",20363,"N605LR",14122,"PIT","PA",11433,"DTW","MI",1806,1755,-11,0,0,-1,"1800-1859",1919,1900,-19,0,0,-2,"1900-1959",0,0,201,1,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-01T22:06:00.000+0000",51,19,"PIT-DTW"],[4,10,27,6,"2018-10-27","OO",20304,"N916EV",11013,"CIU","MI",13487,"MSP","MN",723,714,-9,0,0,-1,"0700-0759",758,746,-12,0,0,-1,"0700-0759",0,0,435,2,0,0,0,0,0,2018,"KCIU","medium_airport","Chippewa County International Airport",800,"NA","US","US-MI","Sault Ste Marie","KCIU","CIU","CIU","-84.47239685058594, 46.25080108642578","America/New_York","2018-10-27T11:23:00.000+0000",9,12,"CIU-MSP"],[2,6,28,5,"2019-06-28","NK",20416,"N647NK",13204,"MCO","FL",11057,"CLT","NC",1742,1737,-5,0,0,-1,"1700-1759",1923,1918,-5,0,0,-1,"1900-1959",0,0,468,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-06-28T21:42:00.000+0000",5,5,"MCO-CLT"],[4,10,27,6,"2018-10-27","OO",20304,"N437SW",11921,"GJT","CO",14869,"SLC","UT",1836,1826,-10,0,0,-1,"1800-1859",1940,1929,-11,0,0,-1,"1900-1959",0,0,216,1,0,0,0,0,0,2018,"KGJT","medium_airport","Grand Junction Regional Airport",4858,"NA","US","US-CO","Grand Junction","KGJT","GJT","GJT","-108.527000427, 39.1223983765","America/Denver","2018-10-28T00:36:00.000+0000",10,11,"GJT-SLC"],[2,6,24,1,"2019-06-24","NK",20416,"N606NK",11433,"DTW","MI",12889,"LAS","NV",605,603,-2,0,0,-1,"0600-0659",723,716,-7,0,0,-1,"0700-0759",0,0,1749,7,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-24T10:05:00.000+0000",2,7,"DTW-LAS"],[4,10,28,7,"2018-10-28","OO",20304,"N702SK",13076,"LSE","WI",13930,"ORD","IL",955,940,-15,0,0,-1,"0900-0959",1104,1059,-5,0,0,-1,"1100-1159",0,0,215,1,0,0,0,0,0,2018,"KLSE","medium_airport","La Crosse Municipal Airport",655,"NA","US","US-WI","La Crosse","KLSE","LSE","LSE","-91.256699, 43.879002","America/Chicago","2018-10-28T14:55:00.000+0000",15,45,"LSE-ORD"],[2,5,11,6,"2019-05-11","9E",20363,"N910XJ",11042,"CLE","OH",12478,"JFK","NY",1536,1526,-10,0,0,-1,"1500-1559",1724,1705,-19,0,0,-2,"1700-1759",0,0,425,2,0,0,0,0,0,2019,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2019-05-11T19:36:00.000+0000",10,19,"CLE-JFK"],[4,12,9,7,"2018-12-09","AA",19805,"N153UW",14107,"PHX","AZ",13204,"MCO","FL",1000,955,-5,0,0,-1,"1000-1059",1608,1548,-20,0,0,-2,"1600-1659",0,0,1849,8,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-09T17:00:00.000+0000",45,60,"PHX-MCO"],[2,5,22,3,"2019-05-22","9E",20363,"N197PQ",13198,"MCI","MO",12953,"LGA","NY",600,556,-4,0,0,-1,"0600-0659",1000,931,-29,0,0,-2,"1000-1059",0,0,1107,5,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-22T11:00:00.000+0000",44,69,"MCI-LGA"],[4,12,30,7,"2018-12-30","AA",19805,"N939UW",14107,"PHX","AZ",11278,"DCA","VA",949,946,-3,0,0,-1,"0900-0959",1559,1624,25,25,1,1,"1500-1559",0,0,1979,8,0,0,25,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-30T16:49:00.000+0000",3,-65,"PHX-DCA"],[2,5,5,7,"2019-05-05","9E",20363,"N925XJ",12953,"LGA","NY",14321,"PWM","ME",2040,2035,-5,0,0,-1,"2000-2059",2205,2158,-7,0,0,-1,"2200-2259",0,0,269,2,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-06T00:40:00.000+0000",5,47,"LGA-PWM"],[4,12,21,5,"2018-12-21","AA",19805,"N204UW",12173,"HNL","HI",14107,"PHX","AZ",2057,2054,-3,0,0,-1,"2000-2059",602,557,-5,0,0,-1,"0600-0659",0,0,2917,11,0,0,0,0,0,2018,"PHNL","large_airport","Daniel K Inouye International Airport",13,"NA","US","US-HI","Honolulu","PHNL","HNL","HNL","-157.924228, 21.32062","Pacific/Honolulu","2018-12-22T06:57:00.000+0000",3,45,"HNL-PHX"],[2,5,7,2,"2019-05-07","9E",20363,"N228PQ",10431,"AVL","NC",10397,"ATL","GA",1944,1939,-5,0,0,-1,"1900-1959",2055,2030,-25,0,0,-2,"2000-2059",0,0,164,1,0,0,0,0,0,2019,"KAVL","large_airport","Asheville Regional Airport",2165,"NA","US","US-NC","Asheville","KAVL","AVL","AVL","-82.541801, 35.436199","America/New_York","2019-05-07T23:44:00.000+0000",5,25,"AVL-ATL"],[4,10,28,7,"2018-10-28","OO",20304,"N611SK",13487,"MSP","MN",10693,"BNA","TN",1345,1338,-7,0,0,-1,"1300-1359",1548,1539,-9,0,0,-1,"1500-1559",0,0,695,3,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-28T18:45:00.000+0000",7,9,"MSP-BNA"],[2,6,24,1,"2019-06-24","NK",20416,"N508NK",11697,"FLL","FL",12266,"IAH","TX",830,825,-5,0,0,-1,"0800-0859",1020,1038,18,18,1,1,"1000-1059",0,0,966,4,0,0,18,0,0,2019,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2019-06-24T12:30:00.000+0000",5,-18,"FLL-IAH"],[4,10,28,7,"2018-10-28","OO",20304,"N487CA",10397,"ATL","GA",15323,"TRI","TN",1625,1623,-2,0,0,-1,"1600-1659",1725,1722,-3,0,0,-1,"1700-1759",0,0,227,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-28T20:25:00.000+0000",2,3,"ATL-TRI"],[2,6,7,5,"2019-06-07","NK",20416,"N692NK",10821,"BWI","MD",14843,"SJU","PR",945,940,-5,0,0,-1,"0900-0959",1345,1325,-20,0,0,-2,"1300-1359",0,0,1565,7,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-07T13:45:00.000+0000",5,20,"BWI-SJU"],[4,12,22,6,"2018-12-22","AA",19805,"N193UW",11298,"DFW","TX",11292,"DEN","CO",1440,1438,-2,0,0,-1,"1400-1459",1544,1539,-5,0,0,-1,"1500-1559",0,0,641,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-22T20:40:00.000+0000",2,5,"DFW-DEN"],[2,5,10,5,"2019-05-10","9E",20363,"N8694A",12478,"JFK","NY",14321,"PWM","ME",1105,1056,-9,0,0,-1,"1100-1159",1227,1223,-4,0,0,-1,"1200-1259",0,0,273,2,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-10T15:05:00.000+0000",49,4,"JFK-PWM"],[4,10,28,7,"2018-10-28","OO",20304,"N418SW",14869,"SLC","UT",11638,"FAT","CA",1115,1112,-3,0,0,-1,"1100-1159",1208,1203,-5,0,0,-1,"1200-1259",0,0,501,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-10-28T17:15:00.000+0000",3,5,"SLC-FAT"],[2,5,27,1,"2019-05-27","9E",20363,"N293PQ",11423,"DSM","IA",13487,"MSP","MN",1056,1049,-7,0,0,-1,"1000-1059",1206,1205,-1,0,0,-1,"1200-1259",0,0,232,1,0,0,0,0,0,2019,"KDSM","large_airport","Des Moines International Airport",958,"NA","US","US-IA","Des Moines","KDSM","DSM","DSM","-93.66310119628906, 41.534000396728516","America/Chicago","2019-05-27T15:56:00.000+0000",7,1,"DSM-MSP"],[4,12,29,6,"2018-12-29","AA",19805,"N725UW",11278,"DCA","VA",14027,"PBI","FL",830,823,-7,0,0,-1,"0800-0859",1114,1043,-31,0,0,-2,"1100-1159",0,0,857,4,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-29T13:30:00.000+0000",7,71,"DCA-PBI"],[2,6,21,5,"2019-06-21","NK",20416,"N640NK",14893,"SMF","CA",12889,"LAS","NV",2212,2212,0,0,0,0,"2200-2259",2345,2342,-3,0,0,-1,"2300-2359",0,0,397,2,0,0,0,0,0,2019,"KSMF","large_airport","Sacramento International Airport",27,"NA","US","US-CA","Sacramento","KSMF","SMF","SMF","-121.59100341796875, 38.69540023803711","America/Los_Angeles","2019-06-22T05:12:00.000+0000",0,3,"SMF-LAS"],[4,12,2,7,"2018-12-02","AA",19805,"N714US",13577,"MYR","SC",11057,"CLT","NC",714,711,-3,0,0,-1,"0700-0759",819,819,0,0,0,0,"0800-0859",0,0,157,1,0,0,0,0,0,2018,"KMYR","medium_airport","Myrtle Beach International Airport",25,"NA","US","US-SC","Myrtle Beach","KMYR","MYR","MYR","-78.9282989502, 33.6796989441","America/New_York","2018-12-02T12:14:00.000+0000",3,0,"MYR-CLT"],[2,5,15,3,"2019-05-15","9E",20363,"N349PQ",14122,"PIT","PA",12478,"JFK","NY",610,559,-11,0,0,-1,"0600-0659",744,722,-22,0,0,-2,"0700-0759",0,0,340,2,0,0,0,0,0,2019,"KPIT","large_airport","Pittsburgh International Airport",1203,"NA","US","US-PA","Pittsburgh","KPIT","PIT","PIT","-80.23290253, 40.49150085","America/New_York","2019-05-15T10:10:00.000+0000",51,22,"PIT-JFK"],[4,10,28,7,"2018-10-28","OO",20304,"N143SY",15919,"XNA","AR",14771,"SFO","CA",725,725,0,0,0,0,"0700-0759",954,942,-12,0,0,-1,"0900-0959",0,0,1550,7,0,0,0,0,0,2018,"KXNA","medium_airport","Northwest Arkansas Regional Airport",1287,"NA","US","US-AR","Fayetteville/Springdale/Rogers","KXNA","XNA","XNA","-94.306801, 36.281898","America/Chicago","2018-10-28T12:25:00.000+0000",0,12,"XNA-SFO"],[2,6,20,4,"2019-06-20","NK",20416,"N509NK",10397,"ATL","GA",15304,"TPA","FL",1055,1055,0,0,0,0,"1000-1059",1227,1228,1,1,0,0,"1200-1259",0,0,406,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-20T14:55:00.000+0000",0,-1,"ATL-TPA"],[4,10,28,7,"2018-10-28","OO",20304,"N965SW",11292,"DEN","CO",14262,"PSP","CA",1535,1526,-9,0,0,-1,"1500-1559",1702,1634,-28,0,0,-2,"1700-1759",0,0,776,4,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-28T21:35:00.000+0000",9,68,"DEN-PSP"],[2,5,29,3,"2019-05-29","9E",20363,"N655CA",15370,"TUL","OK",10397,"ATL","GA",1007,953,-14,0,0,-1,"1000-1059",1305,1258,-7,0,0,-1,"1300-1359",0,0,674,3,0,0,0,0,0,2019,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2019-05-29T15:07:00.000+0000",54,47,"TUL-ATL"],[4,12,22,6,"2018-12-22","AA",19805,"N895NN",15027,"STX","VI",13303,"MIA","FL",945,932,-13,0,0,-1,"0900-0959",1159,1135,-24,0,0,-2,"1100-1159",0,0,1139,5,0,0,0,0,0,2018,"TISX","medium_airport","Henry E Rohlsen Airport",74,"NA","VI","VI-U-A","Christiansted","TISX","STX","STX","-64.79859924316406, 17.701900482177734","America/St_Thomas","2018-12-22T13:45:00.000+0000",13,24,"STX-MIA"],[2,5,10,5,"2019-05-10","9E",20363,"N538CA",15016,"STL","MO",12953,"LGA","NY",1859,1847,-12,0,0,-1,"1800-1859",2227,2204,-23,0,0,-2,"2200-2259",0,0,888,4,0,0,0,0,0,2019,"KSTL","large_airport","St Louis Lambert International Airport",618,"NA","US","US-MO","St Louis","KSTL","STL","STL","-90.370003, 38.748697","America/Chicago","2019-05-10T23:59:00.000+0000",12,23,"STL-LGA"],[4,12,6,4,"2018-12-06","AA",19805,"N864NN",10423,"AUS","TX",11298,"DFW","TX",801,754,-7,0,0,-1,"0800-0859",914,915,1,1,0,0,"0900-0959",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-12-06T14:01:00.000+0000",47,-1,"AUS-DFW"],[2,6,22,6,"2019-06-22","NK",20416,"N526NK",12889,"LAS","NV",10800,"BUR","CA",1800,1753,-7,0,0,-1,"1800-1859",1908,1855,-13,0,0,-1,"1900-1959",0,0,223,1,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-23T01:00:00.000+0000",47,53,"LAS-BUR"],[4,12,18,2,"2018-12-18","AA",19805,"N909AM",12889,"LAS","NV",11298,"DFW","TX",904,902,-2,0,0,-1,"0900-0959",1341,1343,2,2,0,0,"1300-1359",0,0,1055,5,0,0,0,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-12-18T17:04:00.000+0000",2,-2,"LAS-DFW"],[2,5,9,4,"2019-05-09","9E",20363,"N909XJ",10785,"BTV","VT",11433,"DTW","MI",550,543,-7,0,0,-1,"0001-0559",748,733,-15,0,0,-1,"0700-0759",0,0,537,3,0,0,0,0,0,2019,"KBTV","medium_airport","Burlington International Airport",335,"NA","US","US-VT","Burlington","KBTV","BTV","BTV","-73.15329742429999, 44.471900939899996","America/New_York","2019-05-09T09:50:00.000+0000",7,15,"BTV-DTW"],[4,12,1,6,"2018-12-01","AA",19805,"N991AU",11298,"DFW","TX",14679,"SAN","CA",935,931,-4,0,0,-1,"0900-0959",1044,1052,8,8,0,0,"1000-1059",0,0,1171,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-01T15:35:00.000+0000",4,-8,"DFW-SAN"],[2,5,17,5,"2019-05-17","9E",20363,"N310PQ",10397,"ATL","GA",15370,"TUL","OK",1431,1424,-7,0,0,-1,"1400-1459",1539,1507,-32,0,0,-2,"1500-1559",0,0,674,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-17T18:31:00.000+0000",7,32,"ATL-TUL"],[4,10,5,5,"2018-10-05","AA",19805,"N121AN",13303,"MIA","FL",13204,"MCO","FL",850,844,-6,0,0,-1,"0800-0859",955,941,-14,0,0,-1,"0900-0959",0,0,192,1,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-05T12:50:00.000+0000",6,14,"MIA-MCO"],[2,5,28,2,"2019-05-28","9E",20363,"N197PQ",10781,"BTR","LA",10397,"ATL","GA",1206,1159,-7,0,0,-1,"1200-1259",1439,1421,-18,0,0,-2,"1400-1459",0,0,448,2,0,0,0,0,0,2019,"KBTR","medium_airport","Baton Rouge Metropolitan Airport",70,"NA","US","US-LA","Baton Rouge","KBTR","BTR","BTR","-91.149597, 30.533199","America/Chicago","2019-05-28T17:06:00.000+0000",47,18,"BTR-ATL"],[4,10,25,4,"2018-10-25","AA",19805,"N112AN",12892,"LAX","CA",12478,"JFK","NY",1245,1239,-6,0,0,-1,"1200-1259",2120,2107,-13,0,0,-1,"2100-2159",0,0,2475,10,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-25T19:45:00.000+0000",6,13,"LAX-JFK"],[2,5,27,1,"2019-05-27","DL",19790,"N868DN",12892,"LAX","CA",14869,"SLC","UT",2000,1959,-1,0,0,-1,"2000-2059",2254,2240,-14,0,0,-1,"2200-2259",0,0,590,3,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-28T03:00:00.000+0000",41,14,"LAX-SLC"],[4,10,17,3,"2018-10-17","AA",19805,"N101NN",12478,"JFK","NY",10721,"BOS","MA",1530,1523,-7,0,0,-1,"1500-1559",1653,1641,-12,0,0,-1,"1600-1659",0,0,187,1,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-17T19:30:00.000+0000",7,12,"JFK-BOS"],[2,6,11,2,"2019-06-11","NK",20416,"N612NK",13198,"MCI","MO",13204,"MCO","FL",1305,1259,-6,0,0,-1,"1300-1359",1650,1640,-10,0,0,-1,"1600-1659",0,0,1072,5,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-06-11T18:05:00.000+0000",46,10,"MCI-MCO"],[4,10,27,6,"2018-10-27","AA",19805,"N121AN",12892,"LAX","CA",12982,"LIH","HI",1725,1720,-5,0,0,-1,"1700-1759",2020,2020,0,0,0,0,"2000-2059",0,0,2615,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-28T00:25:00.000+0000",5,0,"LAX-LIH"],[2,6,14,5,"2019-06-14","NK",20416,"N665NK",12953,"LGA","NY",11697,"FLL","FL",1059,1055,-4,0,0,-1,"1000-1059",1410,1413,3,3,0,0,"1400-1459",0,0,1076,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-06-14T14:59:00.000+0000",4,-3,"LGA-FLL"],[4,10,3,3,"2018-10-03","AA",19805,"N132AN",12892,"LAX","CA",12173,"HNL","HI",1655,1647,-8,0,0,-1,"1600-1659",1946,1928,-18,0,0,-2,"1900-1959",0,0,2556,11,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-03T23:55:00.000+0000",8,18,"LAX-HNL"],[2,6,11,2,"2019-06-11","NK",20416,"N650NK",12889,"LAS","NV",11298,"DFW","TX",1920,1912,-8,0,0,-1,"1900-1959",2359,2349,-10,0,0,-1,"2300-2359",0,0,1055,5,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-12T02:20:00.000+0000",8,10,"LAS-DFW"],[4,12,20,4,"2018-12-20","AA",19805,"N949AN",14679,"SAN","CA",12478,"JFK","NY",2139,2134,-5,0,0,-1,"2100-2159",555,615,20,20,1,1,"0001-0559",0,0,2446,10,0,0,20,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-12-21T05:39:00.000+0000",5,-60,"SAN-JFK"],[2,6,13,4,"2019-06-13","NK",20416,"N523NK",12889,"LAS","NV",11298,"DFW","TX",104,59,-5,0,0,-1,"0001-0559",541,537,-4,0,0,-1,"0001-0559",0,0,1055,5,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-13T08:04:00.000+0000",45,4,"LAS-DFW"],[4,12,3,1,"2018-12-03","AA",19805,"N946AN",12892,"LAX","CA",12889,"LAS","NV",1410,1405,-5,0,0,-1,"1400-1459",1522,1511,-11,0,0,-1,"1500-1559",0,0,236,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-12-03T22:10:00.000+0000",5,11,"LAX-LAS"],[2,5,28,2,"2019-05-28","DL",19790,"N943AT",13198,"MCI","MO",13487,"MSP","MN",647,645,-2,0,0,-1,"0600-0659",815,821,6,6,0,0,"0800-0859",0,0,393,2,0,0,0,0,0,2019,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2019-05-28T11:47:00.000+0000",2,-6,"MCI-MSP"],[4,10,27,6,"2018-10-27","AA",19805,"N837AW",14683,"SAT","TX",14107,"PHX","AZ",815,806,-9,0,0,-1,"0800-0859",900,833,-27,0,0,-2,"0900-0959",0,0,843,4,0,0,0,0,0,2018,"KSAT","large_airport","San Antonio International Airport",809,"NA","US","US-TX","San Antonio","KSAT","SAT","SAT","-98.469803, 29.533701","America/Chicago","2018-10-27T13:15:00.000+0000",9,67,"SAT-PHX"],[2,5,28,2,"2019-05-28","DL",19790,"N877DN",14869,"SLC","UT",13487,"MSP","MN",1520,1517,-3,0,0,-1,"1500-1559",1854,1843,-11,0,0,-1,"1800-1859",0,0,991,4,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T21:20:00.000+0000",3,11,"SLC-MSP"],[4,12,16,7,"2018-12-16","AA",19805,"N120EE",11298,"DFW","TX",12892,"LAX","CA",1740,1737,-3,0,0,-1,"1700-1759",1900,1851,-9,0,0,-1,"1900-1959",0,0,1235,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-16T23:40:00.000+0000",3,49,"DFW-LAX"],[2,5,28,2,"2019-05-28","DL",19790,"N346DN",13303,"MIA","FL",12953,"LGA","NY",1130,1129,-1,0,0,-1,"1100-1159",1431,1436,5,5,0,0,"1400-1459",0,0,1096,5,0,0,0,0,0,2019,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2019-05-28T15:30:00.000+0000",1,-5,"MIA-LGA"],[4,12,20,4,"2018-12-20","AA",19805,"N339PL",14908,"SNA","CA",11298,"DFW","TX",1730,1729,-1,0,0,-1,"1700-1759",2220,2212,-8,0,0,-1,"2200-2259",0,0,1205,5,0,0,0,0,0,2018,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2018-12-21T01:30:00.000+0000",1,8,"SNA-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N969DL",10599,"BHM","AL",10397,"ATL","GA",1126,1125,-1,0,0,-1,"1100-1159",1329,1327,-2,0,0,-1,"1300-1359",0,0,134,1,0,0,0,0,0,2019,"KBHM","large_airport","Birmingham-Shuttlesworth International Airport",650,"NA","US","US-AL","Birmingham","KBHM","BHM","BHM","-86.75350189, 33.56290054","America/Chicago","2019-05-28T16:26:00.000+0000",1,2,"BHM-ATL"],[4,10,21,7,"2018-10-21","AA",19805,"N814AW",14027,"PBI","FL",14100,"PHL","PA",1630,1621,-9,0,0,-1,"1600-1659",1914,1854,-20,0,0,-2,"1900-1959",0,0,951,4,0,0,0,0,0,2018,"KPBI","large_airport","Palm Beach International Airport",19,"NA","US","US-FL","West Palm Beach","KPBI","PBI","PBI","-80.09559631347656, 26.68320083618164","America/New_York","2018-10-21T20:30:00.000+0000",9,60,"PBI-PHL"],[2,5,28,2,"2019-05-28","DL",19790,"N927DN",10397,"ATL","GA",10529,"BDL","CT",1600,1557,-3,0,0,-1,"1600-1659",1816,1812,-4,0,0,-1,"1800-1859",0,0,859,4,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-28T20:00:00.000+0000",43,4,"ATL-BDL"],[4,10,29,1,"2018-10-29","AA",19805,"N542UW",14679,"SAN","CA",11057,"CLT","NC",620,614,-6,0,0,-1,"0600-0659",1405,1350,-15,0,0,-1,"1400-1459",0,0,2077,9,0,0,0,0,0,2018,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2018-10-29T13:20:00.000+0000",6,55,"SAN-CLT"],[2,5,28,2,"2019-05-28","DL",19790,"N535US",14869,"SLC","UT",10397,"ATL","GA",820,817,-3,0,0,-1,"0800-0859",1405,1342,-23,0,0,-2,"1400-1459",0,0,1590,7,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T14:20:00.000+0000",3,63,"SLC-ATL"],[4,10,19,5,"2018-10-19","AA",19805,"N919US",11057,"CLT","NC",14771,"SFO","CA",1649,1649,0,0,0,0,"1600-1659",1930,1910,-20,0,0,-2,"1900-1959",0,0,2296,10,0,0,0,0,0,2018,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2018-10-19T20:49:00.000+0000",0,20,"CLT-SFO"],[2,6,13,4,"2019-06-13","NK",20416,"N636NK",12889,"LAS","NV",14679,"SAN","CA",1804,1758,-6,0,0,-1,"1800-1859",1915,1907,-8,0,0,-1,"1900-1959",0,0,258,2,0,0,0,0,0,2019,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2019-06-14T01:04:00.000+0000",46,8,"LAS-SAN"],[4,12,29,6,"2018-12-29","AA",19805,"N851NN",14100,"PHL","PA",11298,"DFW","TX",508,504,-4,0,0,-1,"0001-0559",804,817,13,13,0,0,"0800-0859",0,0,1303,6,0,0,0,0,0,2018,"KPHL","large_airport","Philadelphia International Airport",36,"NA","US","US-PA","Philadelphia","KPHL","PHL","PHL","-75.24109649658203, 39.87189865112305","America/New_York","2018-12-29T10:08:00.000+0000",4,-13,"PHL-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N932AT",10397,"ATL","GA",11057,"CLT","NC",1715,1711,-4,0,0,-1,"1700-1759",1830,1816,-14,0,0,-1,"1800-1859",0,0,226,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-28T21:15:00.000+0000",4,14,"ATL-CLT"],[4,12,30,7,"2018-12-30","AA",19805,"N899NN",11298,"DFW","TX",11278,"DCA","VA",1519,1516,-3,0,0,-1,"1500-1559",1900,1855,-5,0,0,-1,"1900-1959",0,0,1192,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-30T21:19:00.000+0000",3,45,"DFW-DCA"],[2,5,28,2,"2019-05-28","DL",19790,"N842DN",12478,"JFK","NY",14747,"SEA","WA",1630,1629,-1,0,0,-1,"1600-1659",1949,1942,-7,0,0,-1,"1900-1959",0,0,2422,10,0,0,0,0,0,2019,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2019-05-28T20:30:00.000+0000",1,7,"JFK-SEA"],[4,10,15,1,"2018-10-15","AA",19805,"N657AW",15304,"TPA","FL",14107,"PHX","AZ",720,714,-6,0,0,-1,"0700-0759",859,901,2,2,0,0,"0800-0859",0,0,1788,8,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-10-15T11:20:00.000+0000",6,-42,"TPA-PHX"],[2,5,28,2,"2019-05-28","DL",19790,"N983DL",14685,"SAV","GA",10397,"ATL","GA",630,627,-3,0,0,-1,"0600-0659",734,725,-9,0,0,-1,"0700-0759",0,0,214,1,0,0,0,0,0,2019,"KSAV","large_airport","Savannah Hilton Head International Airport",50,"NA","US","US-GA","Savannah","KSAV","SAV","SAV","-81.20210266, 32.12760162","America/New_York","2019-05-28T10:30:00.000+0000",3,9,"SAV-ATL"],[4,10,30,2,"2018-10-30","AA",19805,"N961NN",12892,"LAX","CA",12889,"LAS","NV",1405,1402,-3,0,0,-1,"1400-1459",1521,1523,2,2,0,0,"1500-1559",0,0,236,1,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-30T21:05:00.000+0000",3,-2,"LAX-LAS"],[2,5,28,2,"2019-05-28","DL",19790,"N685DA",13204,"MCO","FL",10397,"ATL","GA",820,818,-2,0,0,-1,"0800-0859",955,939,-16,0,0,-2,"0900-0959",0,0,404,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-28T12:20:00.000+0000",2,16,"MCO-ATL"],[4,12,5,3,"2018-12-05","AA",19805,"N9677W",11298,"DFW","TX",14193,"PNS","FL",1300,1255,-5,0,0,-1,"1300-1359",1438,1421,-17,0,0,-2,"1400-1459",0,0,604,3,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-05T19:00:00.000+0000",45,17,"DFW-PNS"],[2,5,28,2,"2019-05-28","DL",19790,"N102DU",14869,"SLC","UT",11298,"DFW","TX",1115,1115,0,0,0,0,"1100-1159",1458,1459,1,1,0,0,"1400-1459",0,0,989,4,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-28T17:15:00.000+0000",0,-1,"SLC-DFW"],[4,10,6,6,"2018-10-06","AA",19805,"N909AM",10423,"AUS","TX",11298,"DFW","TX",508,503,-5,0,0,-1,"0001-0559",614,558,-16,0,0,-2,"0600-0659",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-06T10:08:00.000+0000",5,56,"AUS-DFW"],[2,6,13,4,"2019-06-13","YV",20378,"N85356",14492,"RDU","NC",12264,"IAD","VA",1500,1456,-4,0,0,-1,"1500-1559",1614,1629,15,15,1,1,"1600-1659",0,0,224,1,0,0,15,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-06-13T19:00:00.000+0000",44,-15,"RDU-IAD"],[4,10,22,1,"2018-10-22","AA",19805,"N141NN",10423,"AUS","TX",11298,"DFW","TX",508,501,-7,0,0,-1,"0001-0559",614,602,-12,0,0,-1,"0600-0659",0,0,190,1,0,0,0,0,0,2018,"KAUS","large_airport","Austin Bergstrom International Airport",542,"NA","US","US-TX","Austin","KAUS","AUS","AUS","-97.6698989868164, 30.194499969482422","America/Chicago","2018-10-22T10:08:00.000+0000",7,12,"AUS-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N853DN",14771,"SFO","CA",10397,"ATL","GA",1409,1401,-8,0,0,-1,"1400-1459",2159,2137,-22,0,0,-2,"2100-2159",0,0,2139,9,0,0,0,0,0,2019,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2019-05-28T21:09:00.000+0000",8,22,"SFO-ATL"],[4,10,27,6,"2018-10-27","AA",19805,"N961AN",13303,"MIA","FL",11298,"DFW","TX",1216,1216,0,0,0,0,"1200-1259",1424,1432,8,8,0,0,"1400-1459",0,0,1121,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-27T16:16:00.000+0000",0,-8,"MIA-DFW"],[2,5,28,2,"2019-05-28","DL",19790,"N966AT",14492,"RDU","NC",11697,"FLL","FL",1120,1116,-4,0,0,-1,"1100-1159",1337,1313,-24,0,0,-2,"1300-1359",0,0,680,3,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-28T15:20:00.000+0000",4,24,"RDU-FLL"],[4,10,30,2,"2018-10-30","AA",19805,"N186AN",13303,"MIA","FL",12478,"JFK","NY",1825,1823,-2,0,0,-1,"1800-1859",2126,2109,-17,0,0,-2,"2100-2159",0,0,1089,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-30T22:25:00.000+0000",2,17,"MIA-JFK"],[2,6,18,2,"2019-06-18","YV",20378,"N89313",10994,"CHS","SC",12266,"IAH","TX",1700,1650,-10,0,0,-1,"1700-1759",1841,1829,-12,0,0,-1,"1800-1859",0,0,925,4,0,0,0,0,0,2019,"KCHS","large_airport","Charleston Air Force Base-International Airport",46,"NA","US","US-SC","Charleston","KCHS","CHS","CHS","-80.04049683, 32.89860153","America/New_York","2019-06-18T21:00:00.000+0000",50,12,"CHS-IAH"],[4,10,26,5,"2018-10-26","AA",19805,"N957NN",13303,"MIA","FL",11298,"DFW","TX",700,659,-1,0,0,-1,"0700-0759",914,919,5,5,0,0,"0900-0959",0,0,1121,5,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-26T11:00:00.000+0000",41,-5,"MIA-DFW"],[2,6,15,6,"2019-06-15","YV",20378,"N510MJ",12264,"IAD","VA",14685,"SAV","GA",1230,1230,0,0,0,0,"1200-1259",1413,1415,2,2,0,0,"1400-1459",0,0,515,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-15T16:30:00.000+0000",0,-2,"IAD-SAV"],[4,12,2,7,"2018-12-02","B6",20409,"N746JB",11697,"FLL","FL",13930,"ORD","IL",2206,2205,-1,0,0,-1,"2200-2259",8,5,-3,0,0,-1,"0001-0559",0,0,1182,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-03T03:06:00.000+0000",1,3,"FLL-ORD"],[2,6,21,5,"2019-06-21","YV",20378,"N89317",12266,"IAH","TX",13256,"MFE","TX",1000,1000,0,0,0,0,"1000-1059",1114,1125,11,11,0,0,"1100-1159",0,0,316,2,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-21T15:00:00.000+0000",0,-11,"IAH-MFE"],[4,12,23,7,"2018-12-23","B6",20409,"N705JB",10721,"BOS","MA",11697,"FLL","FL",530,527,-3,0,0,-1,"0001-0559",902,843,-19,0,0,-2,"0900-0959",0,0,1237,5,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-23T10:30:00.000+0000",3,59,"BOS-FLL"],[2,6,20,4,"2019-06-20","YV",20378,"N86312",12266,"IAH","TX",14100,"PHL","PA",750,745,-5,0,0,-1,"0700-0759",1218,1205,-13,0,0,-1,"1200-1259",0,0,1325,6,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-20T12:50:00.000+0000",5,13,"IAH-PHL"],[4,12,22,6,"2018-12-22","B6",20409,"N568JB",11697,"FLL","FL",10721,"BOS","MA",1339,1335,-4,0,0,-1,"1300-1359",1651,1654,3,3,0,0,"1600-1659",0,0,1237,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-22T18:39:00.000+0000",4,-3,"FLL-BOS"],[2,6,9,7,"2019-06-09","YV",20378,"N86311",12266,"IAH","TX",13487,"MSP","MN",1420,1419,-1,0,0,-1,"1400-1459",1709,1702,-7,0,0,-1,"1700-1759",0,0,1034,5,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-09T19:20:00.000+0000",1,7,"IAH-MSP"],[4,12,29,6,"2018-12-29","B6",20409,"N984JB",14771,"SFO","CA",11697,"FLL","FL",935,934,-1,0,0,-1,"0900-0959",1800,1756,-4,0,0,-1,"1800-1859",0,0,2584,11,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-12-29T17:35:00.000+0000",1,44,"SFO-FLL"],[2,6,23,7,"2019-06-23","YV",20378,"N519LR",12264,"IAD","VA",14122,"PIT","PA",845,838,-7,0,0,-1,"0800-0859",941,928,-13,0,0,-1,"0900-0959",0,0,182,1,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-23T12:45:00.000+0000",7,13,"IAD-PIT"],[4,12,22,6,"2018-12-22","B6",20409,"N337JB",11278,"DCA","VA",12451,"JAX","FL",1000,948,-12,0,0,-1,"1000-1059",1215,1140,-35,0,0,-2,"1200-1259",0,0,634,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-22T15:00:00.000+0000",52,75,"DCA-JAX"],[2,6,13,4,"2019-06-13","YV",20378,"N503MJ",12264,"IAD","VA",14685,"SAV","GA",1230,1229,-1,0,0,-1,"1200-1259",1413,1416,3,3,0,0,"1400-1459",0,0,515,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-13T16:30:00.000+0000",1,-3,"IAD-SAV"],[4,12,22,6,"2018-12-22","B6",20409,"N979JB",10721,"BOS","MA",14771,"SFO","CA",1529,1525,-4,0,0,-1,"1500-1559",1930,1910,-20,0,0,-2,"1900-1959",0,0,2704,11,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-22T20:29:00.000+0000",4,20,"BOS-SFO"],[2,6,8,6,"2019-06-08","YV",20378,"N89317",13158,"MAF","TX",12266,"IAH","TX",1357,1356,-1,0,0,-1,"1300-1359",1529,1516,-13,0,0,-1,"1500-1559",0,0,429,2,0,0,0,0,0,2019,"KMAF","medium_airport","Midland International Airport",2871,"NA","US","US-TX","Midland","KMAF","MAF","MAF","-102.2020034790039, 31.9424991607666","America/Chicago","2019-06-08T18:57:00.000+0000",1,13,"MAF-IAH"],[4,10,24,3,"2018-10-24","AA",19805,"N9626F",11298,"DFW","TX",11193,"CVG","KY",1026,1020,-6,0,0,-1,"1000-1059",1332,1323,-9,0,0,-1,"1300-1359",0,0,812,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-24T15:26:00.000+0000",6,9,"DFW-CVG"],[2,5,29,3,"2019-05-29","DL",19790,"N818DA",10140,"ABQ","NM",10397,"ATL","GA",610,609,-1,0,0,-1,"0600-0659",1105,1047,-18,0,0,-2,"1100-1159",0,0,1269,6,0,0,0,0,0,2019,"KABQ","large_airport","Albuquerque International Sunport",5355,"NA","US","US-NM","Albuquerque","KABQ","ABQ","ABQ","-106.609001, 35.040199","America/Denver","2019-05-29T12:10:00.000+0000",1,58,"ABQ-ATL"],[4,10,5,5,"2018-10-05","AA",19805,"N865NN",11292,"DEN","CO",11298,"DFW","TX",622,616,-6,0,0,-1,"0600-0659",925,912,-13,0,0,-1,"0900-0959",0,0,641,3,0,0,0,0,0,2018,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2018-10-05T12:22:00.000+0000",6,13,"DEN-DFW"],[2,5,29,3,"2019-05-29","DL",19790,"N363DN",12953,"LGA","NY",13303,"MIA","FL",1244,1241,-3,0,0,-1,"1200-1259",1558,1601,3,3,0,0,"1500-1559",0,0,1096,5,0,0,0,0,0,2019,"KLGA","large_airport","La Guardia Airport",21,"NA","US","US-NY","New York","KLGA","LGA","LGA","-73.872597, 40.777199","America/New_York","2019-05-29T16:44:00.000+0000",3,-43,"LGA-MIA"],[4,10,28,7,"2018-10-28","AA",19805,"N969NN",11298,"DFW","TX",14908,"SNA","CA",945,935,-10,0,0,-1,"0900-0959",1052,1041,-11,0,0,-1,"1000-1059",0,0,1205,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-28T14:45:00.000+0000",10,11,"DFW-SNA"],[2,5,9,4,"2019-05-09","DL",19790,"N104DU",11433,"DTW","MI",11298,"DFW","TX",1600,1558,-2,0,0,-1,"1600-1659",1758,1758,0,0,0,0,"1700-1759",0,0,986,4,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-09T20:00:00.000+0000",42,0,"DTW-DFW"],[4,12,2,7,"2018-12-02","B6",20409,"N283JB",11697,"FLL","FL",14524,"RIC","VA",1359,1353,-6,0,0,-1,"1300-1359",1612,1632,20,20,1,1,"1600-1659",0,0,805,4,0,0,20,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-02T18:59:00.000+0000",6,-20,"FLL-RIC"],[2,5,9,4,"2019-05-09","DL",19790,"N325US",13487,"MSP","MN",10397,"ATL","GA",1115,1111,-4,0,0,-1,"1100-1159",1440,1434,-6,0,0,-1,"1400-1459",0,0,907,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-09T16:15:00.000+0000",4,6,"MSP-ATL"],[4,10,3,3,"2018-10-03","AA",19805,"N9617R",11986,"GRR","MI",11298,"DFW","TX",746,739,-7,0,0,-1,"0700-0759",934,916,-18,0,0,-2,"0900-0959",0,0,931,4,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-03T11:46:00.000+0000",7,18,"GRR-DFW"],[2,6,1,6,"2019-06-01","YV",20378,"N88327",10529,"BDL","CT",12264,"IAD","VA",1030,1025,-5,0,0,-1,"1000-1059",1150,1144,-6,0,0,-1,"1100-1159",0,0,326,2,0,0,0,0,0,2019,"KBDL","large_airport","Bradley International Airport",173,"NA","US","US-CT","Hartford","KBDL","BDL","BDL","-72.68319702149999, 41.9388999939","America/New_York","2019-06-01T14:30:00.000+0000",5,6,"BDL-IAD"],[4,10,24,3,"2018-10-24","AA",19805,"N9616G",11986,"GRR","MI",11298,"DFW","TX",746,742,-4,0,0,-1,"0700-0759",934,926,-8,0,0,-1,"0900-0959",0,0,931,4,0,0,0,0,0,2018,"KGRR","medium_airport","Gerald R. Ford International Airport",794,"NA","US","US-MI","Grand Rapids","KGRR","GRR","GRR","-85.52279663, 42.88079834","America/New_York","2018-10-24T11:46:00.000+0000",4,8,"GRR-DFW"],[2,5,9,4,"2019-05-09","DL",19790,"N350NA",14492,"RDU","NC",10397,"ATL","GA",530,530,0,0,0,0,"0001-0559",650,649,-1,0,0,-1,"0600-0659",0,0,356,2,0,0,0,0,0,2019,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2019-05-09T09:30:00.000+0000",0,1,"RDU-ATL"],[4,10,23,2,"2018-10-23","AA",19805,"N346PR",11298,"DFW","TX",12339,"IND","IN",1835,1832,-3,0,0,-1,"1800-1859",2148,2132,-16,0,0,-2,"2100-2159",0,0,761,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-23T23:35:00.000+0000",3,16,"DFW-IND"],[2,6,22,6,"2019-06-22","YV",20378,"N86311",11140,"CRP","TX",12266,"IAH","TX",545,540,-5,0,0,-1,"0001-0559",640,643,3,3,0,0,"0600-0659",0,0,201,1,0,0,0,0,0,2019,"KCRP","large_airport","Corpus Christi International Airport",44,"NA","US","US-TX","Corpus Christi","KCRP","CRP","CRP","-97.5011978149414, 27.77039909362793","America/Chicago","2019-06-22T10:45:00.000+0000",5,-3,"CRP-IAH"],[4,12,14,5,"2018-12-14","B6",20409,"N643JB",11697,"FLL","FL",11042,"CLE","OH",2010,1959,-11,0,0,-1,"2000-2059",2259,2238,-21,0,0,-2,"2200-2259",0,0,1062,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-15T01:10:00.000+0000",51,21,"FLL-CLE"],[2,6,10,1,"2019-06-10","YV",20378,"N80348",11057,"CLT","NC",12266,"IAH","TX",1500,1457,-3,0,0,-1,"1500-1559",1650,1615,-35,0,0,-2,"1600-1659",0,0,912,4,0,0,0,0,0,2019,"KCLT","large_airport","Charlotte Douglas International Airport",748,"NA","US","US-NC","Charlotte","KCLT","CLT","CLT","-80.94309997558594, 35.2140007019043","America/New_York","2019-06-10T19:00:00.000+0000",43,35,"CLT-IAH"],[4,12,6,4,"2018-12-06","B6",20409,"N374JB",13933,"ORH","MA",12478,"JFK","NY",600,545,-15,0,0,-1,"0600-0659",659,657,-2,0,0,-1,"0600-0659",0,0,150,1,0,0,0,0,0,2018,"KORH","medium_airport","Worcester Regional Airport",1009,"NA","US","US-MA","Worcester","KORH","ORH","ORH","-71.87570190429688, 42.26729965209961","America/New_York","2018-12-06T11:00:00.000+0000",55,2,"ORH-JFK"],[2,6,26,3,"2019-06-26","YV",20378,"N518LR",12264,"IAD","VA",15096,"SYR","NY",2200,2157,-3,0,0,-1,"2200-2259",2317,2301,-16,0,0,-2,"2300-2359",0,0,296,2,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-27T02:00:00.000+0000",43,16,"IAD-SYR"],[4,12,30,7,"2018-12-30","B6",20409,"N653JB",11697,"FLL","FL",10821,"BWI","MD",2130,2126,-4,0,0,-1,"2100-2159",2355,2345,-10,0,0,-1,"2300-2359",0,0,925,4,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-31T02:30:00.000+0000",4,10,"FLL-BWI"],[2,5,9,4,"2019-05-09","DL",19790,"N673DL",13204,"MCO","FL",10397,"ATL","GA",620,615,-5,0,0,-1,"0600-0659",757,737,-20,0,0,-2,"0700-0759",0,0,404,2,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-09T10:20:00.000+0000",5,20,"MCO-ATL"],[4,12,8,6,"2018-12-08","B6",20409,"N358JB",12478,"JFK","NY",10792,"BUF","NY",959,955,-4,0,0,-1,"0900-0959",1122,1115,-7,0,0,-1,"1100-1159",0,0,301,2,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-08T14:59:00.000+0000",4,7,"JFK-BUF"],[2,6,7,5,"2019-06-07","YV",20378,"N86309",12264,"IAD","VA",12217,"HSV","AL",1710,1708,-2,0,0,-1,"1700-1759",1817,1810,-7,0,0,-1,"1800-1859",0,0,596,3,0,0,0,0,0,2019,"KIAD","large_airport","Washington Dulles International Airport",312,"NA","US","US-DC","Washington","KIAD","IAD","IAD","-77.45580292, 38.94449997","America/New_York","2019-06-07T21:10:00.000+0000",2,7,"IAD-HSV"],[4,12,16,7,"2018-12-16","B6",20409,"N337JB",11298,"DFW","TX",10721,"BOS","MA",1752,1740,-12,0,0,-1,"1700-1759",2227,2212,-15,0,0,-1,"2200-2259",0,0,1562,7,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-12-16T23:52:00.000+0000",12,15,"DFW-BOS"],[2,6,13,4,"2019-06-13","YV",20378,"N83329",13487,"MSP","MN",12264,"IAD","VA",1745,1744,-1,0,0,-1,"1700-1759",2115,2116,1,1,0,0,"2100-2159",0,0,908,4,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-13T22:45:00.000+0000",1,-1,"MSP-IAD"],[4,12,8,6,"2018-12-08","B6",20409,"N216JB",12478,"JFK","NY",10721,"BOS","MA",2255,2254,-1,0,0,-1,"2200-2259",4,10,6,6,0,0,"0001-0559",0,0,187,1,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-09T03:55:00.000+0000",1,-6,"JFK-BOS"],[2,6,14,5,"2019-06-14","YV",20378,"N85340",12266,"IAH","TX",11298,"DFW","TX",1000,1000,0,0,0,0,"1000-1059",1114,1117,3,3,0,0,"1100-1159",0,0,224,1,0,0,0,0,0,2019,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2019-06-14T15:00:00.000+0000",0,-3,"IAH-DFW"],[4,10,10,3,"2018-10-10","AA",19805,"N157AA",11298,"DFW","TX",12889,"LAS","NV",910,903,-7,0,0,-1,"0900-0959",1011,1008,-3,0,0,-1,"1000-1059",0,0,1055,5,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-10T14:10:00.000+0000",7,3,"DFW-LAS"],[2,5,17,5,"2019-05-17","DL",19790,"N694DL",14908,"SNA","CA",11433,"DTW","MI",1150,1150,0,0,0,0,"1100-1159",1910,1844,-26,0,0,-2,"1900-1959",0,0,1960,8,0,0,0,0,0,2019,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2019-05-17T18:50:00.000+0000",0,66,"SNA-DTW"],[4,10,9,2,"2018-10-09","AA",19805,"N992AU",12889,"LAS","NV",11298,"DFW","TX",1104,1101,-3,0,0,-1,"1100-1159",1550,1651,61,61,1,4,"1500-1559",0,0,1055,5,0,0,61,0,0,2018,"KLAS","large_airport","McCarran International Airport",2181,"NA","US","US-NV","Las Vegas","KLAS","LAS","LAS","-115.1520004, 36.08010101","America/Los_Angeles","2018-10-09T18:04:00.000+0000",3,-101,"LAS-DFW"],[2,6,26,3,"2019-06-26","EV",20366,"N14568",12217,"HSV","AL",12266,"IAH","TX",1232,1227,-5,0,0,-1,"1200-1259",1430,1439,9,9,0,0,"1400-1459",0,0,595,3,0,0,0,0,0,2019,"KHSV","large_airport","Huntsville International Carl T Jones Field",629,"NA","US","US-AL","Huntsville","KHSV","HSV","HSV","-86.775100708008, 34.637199401855","America/Chicago","2019-06-26T17:32:00.000+0000",5,-9,"HSV-IAH"],[4,10,24,3,"2018-10-24","AA",19805,"N110AN",12478,"JFK","NY",14771,"SFO","CA",1729,1729,0,0,0,0,"1700-1759",2108,2052,-16,0,0,-2,"2100-2159",0,0,2586,11,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-10-24T21:29:00.000+0000",0,56,"JFK-SFO"],[2,5,18,6,"2019-05-18","DL",19790,"N37700",12892,"LAX","CA",13495,"MSY","LA",930,925,-5,0,0,-1,"0900-0959",1516,1444,-32,0,0,-2,"1500-1559",0,0,1670,7,0,0,0,0,0,2019,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2019-05-18T16:30:00.000+0000",5,72,"LAX-MSY"],[4,10,3,3,"2018-10-03","AA",19805,"N358PW",12266,"IAH","TX",11057,"CLT","NC",518,518,0,0,0,0,"0001-0559",846,852,6,6,0,0,"0800-0859",0,0,912,4,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-03T10:18:00.000+0000",0,-6,"IAH-CLT"],[2,6,29,6,"2019-06-29","G4",20368,"262NV",14082,"PGD","FL",14952,"SPI","IL",1218,1157,-21,0,0,-2,"1200-1259",1345,1315,-30,0,0,-2,"1300-1359",0,0,994,4,0,0,0,0,0,2019,"KPGD","small_airport","Charlotte County Airport",26,"NA","US","US-FL","Punta Gorda","KPGD","PGD","PGD","-81.9905014, 26.92020035","America/New_York","2019-06-29T16:18:00.000+0000",61,30,"PGD-SPI"],[4,12,7,5,"2018-12-07","B6",20409,"N296JB",10721,"BOS","MA",11278,"DCA","VA",1616,1610,-6,0,0,-1,"1600-1659",1758,1756,-2,0,0,-1,"1700-1759",0,0,399,2,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-12-07T21:16:00.000+0000",6,2,"BOS-DCA"],[2,5,18,6,"2019-05-18","DL",19790,"N341DN",11433,"DTW","MI",13485,"MSN","WI",2020,2016,-4,0,0,-1,"2000-2059",2035,2023,-12,0,0,-1,"2000-2059",0,0,311,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-19T00:20:00.000+0000",4,12,"DTW-MSN"],[4,10,5,5,"2018-10-05","AA",19805,"N314RH",10721,"BOS","MA",13303,"MIA","FL",722,719,-3,0,0,-1,"0700-0759",1100,1020,-40,0,0,-2,"1100-1159",0,0,1258,6,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-05T11:22:00.000+0000",3,80,"BOS-MIA"],[2,5,18,6,"2019-05-18","DL",19790,"N919DN",14986,"SRQ","FL",10397,"ATL","GA",725,723,-2,0,0,-1,"0700-0759",902,910,8,8,0,0,"0900-0959",0,0,444,2,0,0,0,0,0,2019,"KSRQ","large_airport","Sarasota Bradenton International Airport",30,"NA","US","US-FL","Sarasota/Bradenton","KSRQ","SRQ","SRQ","-82.55439758300781, 27.39539909362793","America/New_York","2019-05-18T11:25:00.000+0000",2,-8,"SRQ-ATL"],[4,10,1,1,"2018-10-01","AA",19805,"N941NN",15370,"TUL","OK",13930,"ORD","IL",546,536,-10,0,0,-1,"0001-0559",744,728,-16,0,0,-2,"0700-0759",0,0,585,3,0,0,0,0,0,2018,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2018-10-01T10:46:00.000+0000",10,16,"TUL-ORD"],[2,6,16,7,"2019-06-16","G4",20368,"257NV",12223,"HTS","WV",15624,"VPS","FL",959,941,-18,0,0,-2,"0900-0959",1046,1037,-9,0,0,-1,"1000-1059",0,0,589,3,0,0,0,0,0,2019,"KHTS","large_airport","Tri-State/Milton J. Ferguson Field",828,"NA","US","US-WV","Huntington","KHTS","HTS","HTS","-82.55799866, 38.36669922","America/New_York","2019-06-16T13:59:00.000+0000",18,9,"HTS-VPS"],[4,12,7,5,"2018-12-07","B6",20409,"N905JB",12478,"JFK","NY",14843,"SJU","PR",1329,1325,-4,0,0,-1,"1300-1359",1817,1803,-14,0,0,-1,"1800-1859",0,0,1598,7,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-07T18:29:00.000+0000",4,14,"JFK-SJU"],[2,5,18,6,"2019-05-18","DL",19790,"N105DU",10721,"BOS","MA",12953,"LGA","NY",700,655,-5,0,0,-1,"0700-0759",830,756,-34,0,0,-2,"0800-0859",0,0,184,1,0,0,0,0,0,2019,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2019-05-18T11:00:00.000+0000",45,74,"BOS-LGA"],[4,12,23,7,"2018-12-23","DL",19790,"N948AT",13487,"MSP","MN",13930,"ORD","IL",1523,1521,-2,0,0,-1,"1500-1559",1659,1707,8,8,0,0,"1600-1659",0,0,334,2,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-23T21:23:00.000+0000",2,-48,"MSP-ORD"],[2,6,23,7,"2019-06-23","G4",20368,"246NV",15412,"TYS","TN",15624,"VPS","FL",903,900,-3,0,0,-1,"0900-0959",924,913,-11,0,0,-1,"0900-0959",0,0,395,2,0,0,0,0,0,2019,"KTYS","large_airport","McGhee Tyson Airport",981,"NA","US","US-TN","Knoxville","KTYS","TYS","TYS","-83.9940033, 35.81100082","America/New_York","2019-06-23T13:03:00.000+0000",3,11,"TYS-VPS"],[4,10,25,4,"2018-10-25","AA",19805,"N846NN",13303,"MIA","FL",10397,"ATL","GA",701,659,-2,0,0,-1,"0700-0759",858,905,7,7,0,0,"0800-0859",0,0,594,3,0,0,0,0,0,2018,"KMIA","large_airport","Miami International Airport",8,"NA","US","US-FL","Miami","KMIA","MIA","MIA","-80.29060363769531, 25.79319953918457","America/New_York","2018-10-25T11:01:00.000+0000",42,-47,"MIA-ATL"],[2,6,7,5,"2019-06-07","OO",20304,"N986SW",13930,"ORD","IL",11337,"DLH","MN",1250,1246,-4,0,0,-1,"1200-1259",1432,1406,-26,0,0,-2,"1400-1459",0,0,397,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-07T17:50:00.000+0000",4,26,"ORD-DLH"],[4,10,15,1,"2018-10-15","AA",19805,"N324RA",14492,"RDU","NC",13303,"MIA","FL",535,531,-4,0,0,-1,"0001-0559",747,732,-15,0,0,-1,"0700-0759",0,0,700,3,0,0,0,0,0,2018,"KRDU","large_airport","Raleigh Durham International Airport",435,"NA","US","US-NC","Raleigh/Durham","KRDU","RDU","RDU","-78.7874984741211, 35.877601623535156","America/New_York","2018-10-15T09:35:00.000+0000",4,15,"RDU-MIA"],[2,6,14,5,"2019-06-14","OO",20304,"N659BR",12389,"ISN","ND",13487,"MSP","MN",1745,1734,-11,0,0,-1,"1700-1759",1938,1951,13,13,0,0,"1900-1959",0,0,546,3,0,0,0,0,0,2019,"KISN","medium_airport","Sloulin Field International Airport",1982,"NA","US","US-ND","Williston","KISN","ISN","ISN","-103.641998291, 48.177898407","America/Chicago","2019-06-14T22:45:00.000+0000",11,-13,"ISN-MSP"],[4,12,24,1,"2018-12-24","DL",19790,"N359DN",15304,"TPA","FL",13487,"MSP","MN",1441,1427,-14,0,0,-1,"1400-1459",1702,1650,-12,0,0,-1,"1700-1759",0,0,1306,6,0,0,0,0,0,2018,"KTPA","large_airport","Tampa International Airport",26,"NA","US","US-FL","Tampa","KTPA","TPA","TPA","-82.533203125, 27.975500106811523","America/New_York","2018-12-24T19:41:00.000+0000",14,52,"TPA-MSP"],[2,5,18,6,"2019-05-18","DL",19790,"N305DN",13204,"MCO","FL",12478,"JFK","NY",1153,1151,-2,0,0,-1,"1100-1159",1432,1429,-3,0,0,-1,"1400-1459",0,0,944,4,0,0,0,0,0,2019,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2019-05-18T15:53:00.000+0000",2,3,"MCO-JFK"],[4,10,5,5,"2018-10-05","AA",19805,"N993AN",10721,"BOS","MA",11298,"DFW","TX",1009,1001,-8,0,0,-1,"1000-1059",1326,1253,-33,0,0,-2,"1300-1359",0,0,1562,7,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-05T14:09:00.000+0000",8,73,"BOS-DFW"],[2,5,18,6,"2019-05-18","DL",19790,"N3761R",10299,"ANC","AK",14747,"SEA","WA",1525,1508,-17,0,0,-2,"1500-1559",1950,1946,-4,0,0,-1,"1900-1959",0,0,1448,6,0,0,0,0,0,2019,"PANC","large_airport","Ted Stevens Anchorage International Airport",152,"NA","US","US-AK","Anchorage","PANC","ANC","ANC","-149.99600219726562, 61.174400329589844","America/Anchorage","2019-05-18T23:25:00.000+0000",17,4,"ANC-SEA"],[4,10,17,3,"2018-10-17","AA",19805,"N929AA",12892,"LAX","CA",11298,"DFW","TX",1705,1658,-7,0,0,-1,"1700-1759",2209,2150,-19,0,0,-2,"2200-2259",0,0,1235,5,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-18T00:05:00.000+0000",47,59,"LAX-DFW"],[2,5,18,6,"2019-05-18","DL",19790,"N925AT",10397,"ATL","GA",11995,"GSO","NC",1456,1453,-3,0,0,-1,"1400-1459",1610,1601,-9,0,0,-1,"1600-1659",0,0,306,2,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-05-18T18:56:00.000+0000",3,9,"ATL-GSO"],[4,12,24,1,"2018-12-24","DL",19790,"N980AT",10397,"ATL","GA",11995,"GSO","NC",1014,1009,-5,0,0,-1,"1000-1059",1128,1112,-16,0,0,-2,"1100-1159",0,0,306,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-24T15:14:00.000+0000",5,16,"ATL-GSO"],[2,5,1,3,"2019-05-01","OO",20304,"N178SY",14831,"SJC","CA",10800,"BUR","CA",1950,1938,-12,0,0,-1,"1900-1959",2055,2044,-11,0,0,-1,"2000-2059",0,0,296,2,0,0,0,0,0,2019,"KSJC","large_airport","Norman Y. Mineta San Jose International Airport",62,"NA","US","US-CA","San Jose","KSJC","SJC","SJC","-121.929001, 37.362598","America/Los_Angeles","2019-05-02T02:50:00.000+0000",12,11,"SJC-BUR"],[4,10,5,5,"2018-10-05","AA",19805,"N974AN",11298,"DFW","TX",11618,"EWR","NJ",1240,1239,-1,0,0,-1,"1200-1259",1704,1656,-8,0,0,-1,"1700-1759",0,0,1372,6,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-05T17:40:00.000+0000",1,48,"DFW-EWR"],[2,6,14,5,"2019-06-14","OO",20304,"N960SW",14814,"SHV","LA",11292,"DEN","CO",700,650,-10,0,0,-1,"0700-0759",841,826,-15,0,0,-1,"0800-0859",0,0,792,4,0,0,0,0,0,2019,"KSHV","medium_airport","Shreveport Regional Airport",258,"NA","US","US-LA","Shreveport","KSHV","SHV","SHV","-93.8256, 32.446602","America/Chicago","2019-06-14T12:00:00.000+0000",50,15,"SHV-DEN"],[4,12,24,1,"2018-12-24","DL",19790,"N376DA",10693,"BNA","TN",14869,"SLC","UT",1755,1748,-7,0,0,-1,"1700-1759",2056,2031,-25,0,0,-2,"2000-2059",0,0,1404,6,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-12-24T23:55:00.000+0000",7,25,"BNA-SLC"],[2,6,14,5,"2019-06-14","OO",20304,"N743SK",10693,"BNA","TN",11292,"DEN","CO",1746,1744,-2,0,0,-1,"1700-1759",1939,2043,64,64,1,4,"1900-1959",0,0,1014,5,0,0,64,0,0,2019,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2019-06-14T22:46:00.000+0000",2,-104,"BNA-DEN"],[4,12,24,1,"2018-12-24","DL",19790,"N312US",11697,"FLL","FL",10721,"BOS","MA",1135,1124,-11,0,0,-1,"1100-1159",1454,1427,-27,0,0,-2,"1400-1459",0,0,1237,5,0,0,0,0,0,2018,"KFLL","large_airport","Fort Lauderdale Hollywood International Airport",9,"NA","US","US-FL","Fort Lauderdale","KFLL","FLL","FLL","-80.152702, 26.072599","America/New_York","2018-12-24T16:35:00.000+0000",11,27,"FLL-BOS"],[2,5,7,2,"2019-05-07","OO",20304,"N264SY",14869,"SLC","UT",15376,"TUS","AZ",2046,2044,-2,0,0,-1,"2000-2059",2152,2156,4,4,0,0,"2100-2159",0,0,601,3,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-08T02:46:00.000+0000",2,-4,"SLC-TUS"],[4,12,24,1,"2018-12-24","DL",19790,"N592NW",13487,"MSP","MN",13204,"MCO","FL",845,844,-1,0,0,-1,"0800-0859",1324,1248,-36,0,0,-2,"1300-1359",0,0,1310,6,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-12-24T14:45:00.000+0000",1,76,"MSP-MCO"],[2,6,14,5,"2019-06-14","OO",20304,"N202SY",11292,"DEN","CO",14683,"SAT","TX",1059,1056,-3,0,0,-1,"1000-1059",1411,1400,-11,0,0,-1,"1400-1459",0,0,794,4,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-14T16:59:00.000+0000",3,11,"DEN-SAT"],[4,12,24,1,"2018-12-24","DL",19790,"N624AG",12478,"JFK","NY",14679,"SAN","CA",810,810,0,0,0,0,"0800-0859",1141,1121,-20,0,0,-2,"1100-1159",0,0,2446,10,0,0,0,0,0,2018,"KJFK","large_airport","John F Kennedy International Airport",13,"NA","US","US-NY","New York","KJFK","JFK","JFK","-73.7789, 40.639801","America/New_York","2018-12-24T13:10:00.000+0000",0,20,"JFK-SAN"],[2,6,14,5,"2019-06-14","OO",20304,"N869AS",14679,"SAN","CA",12892,"LAX","CA",1750,1744,-6,0,0,-1,"1700-1759",1845,1857,12,12,0,0,"1800-1859",0,0,109,1,0,0,0,0,0,2019,"KSAN","large_airport","San Diego International Airport",17,"NA","US","US-CA","San Diego","KSAN","SAN","SAN","-117.190002441, 32.7336006165","America/Los_Angeles","2019-06-15T00:50:00.000+0000",6,-12,"SAN-LAX"],[4,10,31,3,"2018-10-31","AA",19805,"N863NN",14107,"PHX","AZ",10721,"BOS","MA",1530,1526,-4,0,0,-1,"1500-1559",2320,2300,-20,0,0,-2,"2300-2359",0,0,2300,10,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-10-31T22:30:00.000+0000",4,20,"PHX-BOS"],[2,6,14,5,"2019-06-14","OO",20304,"N874AS",12884,"LAN","MI",13930,"ORD","IL",1815,1805,-10,0,0,-1,"1800-1859",1822,1804,-18,0,0,-2,"1800-1859",0,0,179,1,0,0,0,0,0,2019,"KLAN","medium_airport","Capital City Airport",861,"NA","US","US-MI","Lansing","KLAN","LAN","LAN","-84.58740234375, 42.77870178222656","America/Detroit","2019-06-14T22:15:00.000+0000",10,18,"LAN-ORD"],[4,12,24,1,"2018-12-24","DL",19790,"N916DL",13931,"ORF","VA",10397,"ATL","GA",540,534,-6,0,0,-1,"0001-0559",735,722,-13,0,0,-1,"0700-0759",0,0,516,3,0,0,0,0,0,2018,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2018-12-24T10:40:00.000+0000",6,13,"ORF-ATL"],[2,5,17,5,"2019-05-17","OO",20304,"N213SY",10849,"BZN","MT",12892,"LAX","CA",1341,1338,-3,0,0,-1,"1300-1359",1528,1506,-22,0,0,-2,"1500-1559",0,0,902,4,0,0,0,0,0,2019,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2019-05-17T19:41:00.000+0000",3,22,"BZN-LAX"],[4,10,30,2,"2018-10-30","AA",19805,"N163AA",12892,"LAX","CA",13930,"ORD","IL",1815,1808,-7,0,0,-1,"1800-1859",17,2350,-27,0,0,-2,"0001-0559",0,0,1744,7,0,0,0,0,0,2018,"KLAX","large_airport","Los Angeles International Airport",125,"NA","US","US-CA","Los Angeles","KLAX","LAX","LAX","-118.407997, 33.942501","America/Los_Angeles","2018-10-31T01:15:00.000+0000",7,-2333,"LAX-ORD"],[2,6,15,6,"2019-06-15","OO",20304,"N719SK",14107,"PHX","AZ",14489,"RDM","OR",2026,2021,-5,0,0,-1,"2000-2059",2255,2243,-12,0,0,-1,"2200-2259",0,0,893,4,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-06-16T03:26:00.000+0000",5,12,"PHX-RDM"],[4,12,25,2,"2018-12-25","DL",19790,"N348NW",13204,"MCO","FL",10721,"BOS","MA",1959,1953,-6,0,0,-1,"1900-1959",2253,2234,-19,0,0,-2,"2200-2259",0,0,1121,5,0,0,0,0,0,2018,"KMCO","large_airport","Orlando International Airport",96,"NA","US","US-FL","Orlando","KMCO","MCO","MCO","-81.30899810791016, 28.429399490356445","America/New_York","2018-12-26T00:59:00.000+0000",6,19,"MCO-BOS"],[2,6,15,6,"2019-06-15","OO",20304,"N431SW",10627,"BIS","ND",13487,"MSP","MN",1725,1719,-6,0,0,-1,"1700-1759",1855,1840,-15,0,0,-1,"1800-1859",0,0,386,2,0,0,0,0,0,2019,"KBIS","medium_airport","Bismarck Municipal Airport",1661,"NA","US","US-ND","Bismarck","KBIS","BIS","BIS","-100.74600219726562, 46.772701263427734","America/Chicago","2019-06-15T22:25:00.000+0000",6,15,"BIS-MSP"],[4,12,25,2,"2018-12-25","DL",19790,"N976DL",10397,"ATL","GA",11267,"DAY","OH",1400,1357,-3,0,0,-1,"1400-1459",1531,1523,-8,0,0,-1,"1500-1559",0,0,432,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T19:00:00.000+0000",43,8,"ATL-DAY"],[2,5,18,6,"2019-05-18","OO",20304,"N760SK",13930,"ORD","IL",10713,"BOI","ID",950,949,-1,0,0,-1,"0900-0959",1239,1231,-8,0,0,-1,"1200-1259",0,0,1437,6,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-05-18T14:50:00.000+0000",1,8,"ORD-BOI"],[4,10,5,5,"2018-10-05","AA",19805,"N988AL",11298,"DFW","TX",13204,"MCO","FL",1654,1653,-1,0,0,-1,"1600-1659",2030,2030,0,0,0,0,"2000-2059",0,0,985,4,0,0,0,0,0,2018,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2018-10-05T21:54:00.000+0000",1,0,"DFW-MCO"],[2,6,15,6,"2019-06-15","OO",20304,"N461SW",12280,"IDA","ID",14869,"SLC","UT",755,750,-5,0,0,-1,"0700-0759",856,841,-15,0,0,-1,"0800-0859",0,0,188,1,0,0,0,0,0,2019,"KIDA","medium_airport","Idaho Falls Regional Airport",4744,"NA","US","US-ID","Idaho Falls","KIDA","IDA","IDA","-112.070999, 43.514599","America/Boise","2019-06-15T13:55:00.000+0000",5,15,"IDA-SLC"],[4,12,25,2,"2018-12-25","DL",19790,"N807DN",14869,"SLC","UT",14057,"PDX","OR",2030,2024,-6,0,0,-1,"2000-2059",2142,2131,-11,0,0,-1,"2100-2159",0,0,630,3,0,0,0,0,0,2018,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2018-12-26T03:30:00.000+0000",6,11,"SLC-PDX"],[2,5,18,6,"2019-05-18","OO",20304,"N191SY",14908,"SNA","CA",14831,"SJC","CA",1700,1646,-14,0,0,-1,"1700-1759",1820,1800,-20,0,0,-2,"1800-1859",0,0,342,2,0,0,0,0,0,2019,"KSNA","large_airport","John Wayne Airport-Orange County Airport",56,"NA","US","US-CA","Santa Ana","KSNA","SNA","SNA","-117.8679962, 33.67570114","America/Los_Angeles","2019-05-19T00:00:00.000+0000",54,20,"SNA-SJC"],[4,12,25,2,"2018-12-25","DL",19790,"N803NW",14107,"PHX","AZ",10397,"ATL","GA",1420,1417,-3,0,0,-1,"1400-1459",1953,1933,-20,0,0,-2,"1900-1959",0,0,1587,7,0,0,0,0,0,2018,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2018-12-25T21:20:00.000+0000",3,20,"PHX-ATL"],[2,5,18,6,"2019-05-18","OO",20304,"N554CA",10781,"BTR","LA",10397,"ATL","GA",1300,1300,0,0,0,0,"1300-1359",1532,1536,4,4,0,0,"1500-1559",0,0,448,2,0,0,0,0,0,2019,"KBTR","medium_airport","Baton Rouge Metropolitan Airport",70,"NA","US","US-LA","Baton Rouge","KBTR","BTR","BTR","-91.149597, 30.533199","America/Chicago","2019-05-18T18:00:00.000+0000",0,-4,"BTR-ATL"],[4,12,25,2,"2018-12-25","DL",19790,"N329NW",10397,"ATL","GA",11298,"DFW","TX",1621,1621,0,0,0,0,"1600-1659",1749,1751,2,2,0,0,"1700-1759",0,0,731,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T21:21:00.000+0000",0,-2,"ATL-DFW"],[2,6,15,6,"2019-06-15","OO",20304,"N937EV",14689,"SBA","CA",12892,"LAX","CA",1032,1030,-2,0,0,-1,"1000-1059",1132,1129,-3,0,0,-1,"1100-1159",0,0,89,1,0,0,0,0,0,2019,"KSBA","medium_airport","Santa Barbara Municipal Airport",13,"NA","US","US-CA","Santa Barbara","KSBA","SBA","SBA","-119.8399963, 34.42620087","America/Los_Angeles","2019-06-15T17:32:00.000+0000",2,3,"SBA-LAX"],[4,12,25,2,"2018-12-25","DL",19790,"N684DA",10397,"ATL","GA",11697,"FLL","FL",1300,1255,-5,0,0,-1,"1300-1359",1447,1427,-20,0,0,-2,"1400-1459",0,0,581,3,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T18:00:00.000+0000",45,20,"ATL-FLL"],[2,6,15,6,"2019-06-15","OO",20304,"N203SY",11292,"DEN","CO",12441,"JAC","WY",805,758,-7,0,0,-1,"0800-0859",937,938,1,1,0,0,"0900-0959",0,0,406,2,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-06-15T14:05:00.000+0000",47,-1,"DEN-JAC"],[4,10,24,3,"2018-10-24","DL",19790,"N960AT",14057,"PDX","OR",14747,"SEA","WA",600,559,-1,0,0,-1,"0600-0659",704,651,-13,0,0,-1,"0700-0759",0,0,129,1,0,0,0,0,0,2018,"KPDX","large_airport","Portland International Airport",31,"NA","US","US-OR","Portland","KPDX","PDX","PDX","-122.5979996, 45.58869934","America/Los_Angeles","2018-10-24T13:00:00.000+0000",41,53,"PDX-SEA"],[2,5,18,6,"2019-05-18","OO",20304,"N154SY",11292,"DEN","CO",11503,"EGE","CO",2022,2020,-2,0,0,-1,"2000-2059",2117,2102,-15,0,0,-1,"2100-2159",0,0,120,1,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-19T02:22:00.000+0000",2,15,"DEN-EGE"],[4,10,24,3,"2018-10-24","DL",19790,"N837DN",13198,"MCI","MO",10397,"ATL","GA",1846,1839,-7,0,0,-1,"1800-1859",2145,2122,-23,0,0,-2,"2100-2159",0,0,692,3,0,0,0,0,0,2018,"KMCI","large_airport","Kansas City International Airport",1026,"NA","US","US-MO","Kansas City","KMCI","MCI","MCI","-94.713898, 39.2976","America/Chicago","2018-10-24T23:46:00.000+0000",7,23,"MCI-ATL"],[2,5,18,6,"2019-05-18","OO",20304,"N939SW",11109,"COS","CO",11292,"DEN","CO",740,737,-3,0,0,-1,"0700-0759",839,838,-1,0,0,-1,"0800-0859",0,0,73,1,0,0,0,0,0,2019,"KCOS","large_airport","City of Colorado Springs Municipal Airport",6187,"NA","US","US-CO","Colorado Springs","KCOS","COS","COS","-104.700996, 38.805801","America/Denver","2019-05-18T13:40:00.000+0000",3,1,"COS-DEN"],[4,10,24,3,"2018-10-24","DL",19790,"N982DL",10397,"ATL","GA",10693,"BNA","TN",1156,1153,-3,0,0,-1,"1100-1159",1200,1154,-6,0,0,-1,"1200-1259",0,0,214,1,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-24T15:56:00.000+0000",3,46,"ATL-BNA"],[2,5,18,6,"2019-05-18","OO",20304,"N206SY",11292,"DEN","CO",11109,"COS","CO",1850,1849,-1,0,0,-1,"1800-1859",1942,1930,-12,0,0,-1,"1900-1959",0,0,73,1,0,0,0,0,0,2019,"KDEN","large_airport","Denver International Airport",5431,"NA","US","US-CO","Denver","KDEN","DEN","DEN","-104.672996521, 39.861698150635","America/Denver","2019-05-19T00:50:00.000+0000",1,12,"DEN-COS"],[4,10,24,3,"2018-10-24","DL",19790,"N323DN",10721,"BOS","MA",10397,"ATL","GA",815,814,-1,0,0,-1,"0800-0859",1057,1100,3,3,0,0,"1000-1059",0,0,946,4,0,0,0,0,0,2018,"KBOS","large_airport","General Edward Lawrence Logan International Airport",20,"NA","US","US-MA","Boston","KBOS","BOS","BOS","-71.00520325, 42.36429977","America/New_York","2018-10-24T12:15:00.000+0000",1,-43,"BOS-ATL"],[2,5,18,6,"2019-05-18","OO",20304,"N153SY",14004,"PAE","WA",11292,"DEN","CO",600,553,-7,0,0,-1,"0600-0659",948,936,-12,0,0,-1,"0900-0959",0,0,1036,5,0,0,0,0,0,2019,"KPAE","medium_airport","Snohomish County (Paine Field) Airport",606,"NA","US","US-WA","Everett","KPAE","PAE","PAE","-122.2819977, 47.90629959","America/Los_Angeles","2019-05-18T13:00:00.000+0000",47,12,"PAE-DEN"],[4,12,25,2,"2018-12-25","DL",19790,"N845DN",10397,"ATL","GA",12451,"JAX","FL",1507,1506,-1,0,0,-1,"1500-1559",1616,1606,-10,0,0,-1,"1600-1659",0,0,270,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-12-25T20:07:00.000+0000",1,10,"ATL-JAX"],[2,6,16,7,"2019-06-16","OO",20304,"N755SK",11823,"FWA","IN",11298,"DFW","TX",759,752,-7,0,0,-1,"0700-0759",933,939,6,6,0,0,"0900-0959",0,0,859,4,0,0,0,0,0,2019,"KFWA","large_airport","Fort Wayne International Airport",814,"NA","US","US-IN","Fort Wayne","KFWA","FWA","FWA","-85.19509888, 40.97850037","America/New_York","2019-06-16T11:59:00.000+0000",7,-6,"FWA-DFW"],[4,12,25,2,"2018-12-25","DL",19790,"N365NW",11278,"DCA","VA",10397,"ATL","GA",1000,958,-2,0,0,-1,"1000-1059",1155,1146,-9,0,0,-1,"1100-1159",0,0,547,3,0,0,0,0,0,2018,"KDCA","large_airport","Ronald Reagan Washington National Airport",15,"NA","US","US-DC","Washington","KDCA","DCA","DCA","-77.037697, 38.8521","America/New_York","2018-12-25T15:00:00.000+0000",42,9,"DCA-ATL"],[2,5,19,7,"2019-05-19","OO",20304,"N740SK",11298,"DFW","TX",14588,"ROW","NM",2219,2217,-2,0,0,-1,"2200-2259",2300,2250,-10,0,0,-1,"2300-2359",0,0,435,2,0,0,0,0,0,2019,"KDFW","large_airport","Dallas Fort Worth International Airport",607,"NA","US","US-TX","Dallas-Fort Worth","KDFW","DFW","DFW","-97.038002, 32.896801","America/Chicago","2019-05-20T03:19:00.000+0000",2,50,"DFW-ROW"],[4,10,24,3,"2018-10-24","DL",19790,"N962DN",10693,"BNA","TN",11433,"DTW","MI",615,610,-5,0,0,-1,"0600-0659",858,851,-7,0,0,-1,"0800-0859",0,0,456,2,0,0,0,0,0,2018,"KBNA","large_airport","Nashville International Airport",599,"NA","US","US-TN","Nashville","KBNA","BNA","BNA","-86.6781997680664, 36.1245002746582","America/Chicago","2018-10-24T11:15:00.000+0000",5,7,"BNA-DTW"],[2,6,16,7,"2019-06-16","OO",20304,"N898SK",13485,"MSN","WI",11433,"DTW","MI",1311,1307,-4,0,0,-1,"1300-1359",1532,1521,-11,0,0,-1,"1500-1559",0,0,311,2,0,0,0,0,0,2019,"KMSN","large_airport","Dane County Regional Truax Field",887,"NA","US","US-WI","Madison","KMSN","MSN","MSN","-89.3375015258789, 43.13990020751953","America/Chicago","2019-06-16T18:11:00.000+0000",4,11,"MSN-DTW"],[4,10,24,3,"2018-10-24","DL",19790,"N894DN",14771,"SFO","CA",13487,"MSP","MN",610,602,-8,0,0,-1,"0600-0659",1156,1135,-21,0,0,-2,"1100-1159",0,0,1589,7,0,0,0,0,0,2018,"KSFO","large_airport","San Francisco International Airport",13,"NA","US","US-CA","San Francisco","KSFO","SFO","SFO","-122.375, 37.61899948120117","America/Los_Angeles","2018-10-24T13:10:00.000+0000",8,21,"SFO-MSP"],[2,5,19,7,"2019-05-19","OO",20304,"N685BR",15607,"VLD","GA",10397,"ATL","GA",1139,1134,-5,0,0,-1,"1100-1159",1259,1241,-18,0,0,-2,"1200-1259",0,0,208,1,0,0,0,0,0,2019,"KVLD","medium_airport","Valdosta Regional Airport",203,"NA","US","US-GA","Valdosta","KVLD","VLD","VLD","-83.27670288085938, 30.782499313354492","America/New_York","2019-05-19T15:39:00.000+0000",5,18,"VLD-ATL"],[4,10,24,3,"2018-10-24","DL",19790,"N919DN",13487,"MSP","MN",11292,"DEN","CO",1945,1939,-6,0,0,-1,"1900-1959",2103,2034,-29,0,0,-2,"2100-2159",0,0,680,3,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-25T00:45:00.000+0000",6,69,"MSP-DEN"],[2,6,30,7,"2019-06-30","DL",19790,"N366NW",14107,"PHX","AZ",14747,"SEA","WA",1856,1853,-3,0,0,-1,"1800-1859",2201,2142,-19,0,0,-2,"2200-2259",0,0,1107,5,0,0,0,0,0,2019,"KPHX","large_airport","Phoenix Sky Harbor International Airport",1135,"NA","US","US-AZ","Phoenix","KPHX","PHX","PHX","-112.01200103759766, 33.43429946899414","America/Phoenix","2019-07-01T01:56:00.000+0000",3,59,"PHX-SEA"],[4,10,24,3,"2018-10-24","DL",19790,"N919DN",13487,"MSP","MN",10140,"ABQ","NM",1145,1141,-4,0,0,-1,"1100-1159",1337,1319,-18,0,0,-2,"1300-1359",0,0,981,4,0,0,0,0,0,2018,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2018-10-24T16:45:00.000+0000",4,18,"MSP-ABQ"],[2,5,19,7,"2019-05-19","OO",20304,"N920EV",11433,"DTW","MI",12397,"ITH","NY",1057,1050,-7,0,0,-1,"1000-1059",1218,1204,-14,0,0,-1,"1200-1259",0,0,353,2,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-05-19T14:57:00.000+0000",7,14,"DTW-ITH"],[4,10,5,5,"2018-10-05","EV",20366,"N25134",14524,"RIC","VA",11618,"EWR","NJ",1915,1915,0,0,0,0,"1900-1959",2045,2050,5,5,0,0,"2000-2059",0,0,277,2,0,0,0,0,0,2018,"KRIC","large_airport","Richmond International Airport",167,"NA","US","US-VA","Richmond","KRIC","RIC","RIC","-77.3197021484375, 37.50519943237305","America/New_York","2018-10-05T23:15:00.000+0000",0,-5,"RIC-EWR"],[2,5,19,7,"2019-05-19","OO",20304,"N263SY",15376,"TUS","AZ",12892,"LAX","CA",700,654,-6,0,0,-1,"0700-0759",900,839,-21,0,0,-2,"0900-0959",0,0,451,2,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-05-19T14:00:00.000+0000",46,61,"TUS-LAX"],[4,10,24,3,"2018-10-24","DL",19790,"N894AT",11433,"DTW","MI",14576,"ROC","NY",2200,2157,-3,0,0,-1,"2200-2259",2311,2301,-10,0,0,-1,"2300-2359",0,0,296,2,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-25T02:00:00.000+0000",43,10,"DTW-ROC"],[2,5,19,7,"2019-05-19","OO",20304,"N259SY",14869,"SLC","UT",12954,"LGB","CA",835,835,0,0,0,0,"0800-0859",940,947,7,7,0,0,"0900-0959",0,0,588,3,0,0,0,0,0,2019,"KSLC","large_airport","Salt Lake City International Airport",4227,"NA","US","US-UT","Salt Lake City","KSLC","SLC","SLC","-111.97799682617188, 40.78839874267578","America/Denver","2019-05-19T14:35:00.000+0000",0,-7,"SLC-LGB"],[4,10,24,3,"2018-10-24","DL",19790,"N886DN",11433,"DTW","MI",14747,"SEA","WA",845,844,-1,0,0,-1,"0800-0859",1057,1028,-29,0,0,-2,"1000-1059",0,0,1927,8,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-24T12:45:00.000+0000",1,29,"DTW-SEA"],[2,6,30,7,"2019-06-30","DL",19790,"N968AT",13487,"MSP","MN",11057,"CLT","NC",1314,1312,-2,0,0,-1,"1300-1359",1643,1703,20,20,1,1,"1600-1659",0,0,930,4,0,0,20,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-30T18:14:00.000+0000",2,-60,"MSP-CLT"],[4,10,4,4,"2018-10-04","EV",20366,"N11192",13930,"ORD","IL",15370,"TUL","OK",1305,1305,0,0,0,0,"1300-1359",1508,1455,-13,0,0,-1,"1500-1559",0,0,585,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-04T18:05:00.000+0000",0,53,"ORD-TUL"],[2,6,1,6,"2019-06-01","DL",19790,"N977AT",13930,"ORD","IL",13487,"MSP","MN",910,902,-8,0,0,-1,"0900-0959",1039,1026,-13,0,0,-1,"1000-1059",0,0,334,2,0,0,0,0,0,2019,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2019-06-01T14:10:00.000+0000",8,13,"ORD-MSP"],[4,10,25,4,"2018-10-25","DL",19790,"N357NW",10397,"ATL","GA",12945,"LEX","KY",2046,2044,-2,0,0,-1,"2000-2059",2154,2142,-12,0,0,-1,"2100-2159",0,0,304,2,0,0,0,0,0,2018,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2018-10-26T00:46:00.000+0000",2,12,"ATL-LEX"],[2,6,1,6,"2019-06-01","DL",19790,"N892AT",10397,"ATL","GA",11618,"EWR","NJ",1502,1502,0,0,0,0,"1500-1559",1716,1705,-11,0,0,-1,"1700-1759",0,0,746,3,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-01T19:02:00.000+0000",0,11,"ATL-EWR"],[4,10,25,4,"2018-10-25","DL",19790,"N929AT",14635,"RSW","FL",11193,"CVG","KY",1352,1338,-14,0,0,-1,"1300-1359",1615,1552,-23,0,0,-2,"1600-1659",0,0,879,4,0,0,0,0,0,2018,"KRSW","large_airport","Southwest Florida International Airport",30,"NA","US","US-FL","Fort Myers","KRSW","RSW","RSW","-81.75520324707031, 26.53619956970215","America/New_York","2018-10-25T17:52:00.000+0000",14,63,"RSW-CVG"],[2,6,1,6,"2019-06-01","DL",19790,"N349DX",10849,"BZN","MT",13487,"MSP","MN",600,558,-2,0,0,-1,"0600-0659",916,909,-7,0,0,-1,"0900-0959",0,0,874,4,0,0,0,0,0,2019,"KBZN","medium_airport","Gallatin Field",4473,"NA","US","US-MT","Bozeman","KBZN","BZN","BZN","-111.1529999, 45.77750015","America/Denver","2019-06-01T12:00:00.000+0000",42,7,"BZN-MSP"],[4,10,25,4,"2018-10-25","DL",19790,"N943DN",13342,"MKE","WI",11433,"DTW","MI",1257,1255,-2,0,0,-1,"1200-1259",1510,1500,-10,0,0,-1,"1500-1559",0,0,237,1,0,0,0,0,0,2018,"KMKE","large_airport","General Mitchell International Airport",723,"NA","US","US-WI","Milwaukee","KMKE","MKE","MKE","-87.89659881591797, 42.947200775146484","America/Chicago","2018-10-25T17:57:00.000+0000",2,10,"MKE-DTW"],[2,6,1,6,"2019-06-01","DL",19790,"N935AT",10397,"ATL","GA",10431,"AVL","NC",1245,1242,-3,0,0,-1,"1200-1259",1340,1331,-9,0,0,-1,"1300-1359",0,0,164,1,0,0,0,0,0,2019,"KATL","large_airport","Hartsfield Jackson Atlanta International Airport",1026,"NA","US","US-GA","Atlanta","KATL","ATL","ATL","-84.428101, 33.6367","America/New_York","2019-06-01T16:45:00.000+0000",3,9,"ATL-AVL"],[4,10,26,5,"2018-10-26","EV",20366,"N10575",11042,"CLE","OH",11278,"DCA","VA",1233,1227,-6,0,0,-1,"1200-1259",1357,1338,-19,0,0,-2,"1300-1359",0,0,310,2,0,0,0,0,0,2018,"KCLE","large_airport","Cleveland Hopkins International Airport",791,"NA","US","US-OH","Cleveland","KCLE","CLE","CLE","-81.8498001099, 41.4117012024","America/New_York","2018-10-26T16:33:00.000+0000",6,19,"CLE-DCA"],[2,5,24,5,"2019-05-24","OO",20304,"N177SY",11259,"DAL","TX",14771,"SFO","CA",905,859,-6,0,0,-1,"0900-0959",1105,1111,6,6,0,0,"1100-1159",0,0,1476,6,0,0,0,0,0,2019,"KDAL","large_airport","Dallas Love Field",487,"NA","US","US-TX","Dallas","KDAL","DAL","DAL","-96.851799, 32.847099","America/Chicago","2019-05-24T14:05:00.000+0000",46,-6,"DAL-SFO"],[4,10,5,5,"2018-10-05","EV",20366,"N26545",12266,"IAH","TX",12896,"LBB","TX",1435,1431,-4,0,0,-1,"1400-1459",1618,1612,-6,0,0,-1,"1600-1659",0,0,458,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-05T19:35:00.000+0000",4,6,"IAH-LBB"],[2,5,11,6,"2019-05-11","OO",20304,"N726SK",15376,"TUS","AZ",12892,"LAX","CA",601,556,-5,0,0,-1,"0600-0659",749,743,-6,0,0,-1,"0700-0759",0,0,451,2,0,0,0,0,0,2019,"KTUS","large_airport","Tucson International Airport / Morris Air National Guard Base",2643,"NA","US","US-AZ","Tucson","KTUS","TUS","TUS","-110.938053, 32.115004","America/Phoenix","2019-05-11T13:01:00.000+0000",45,6,"TUS-LAX"],[4,10,14,7,"2018-10-14","EV",20366,"N29917",12266,"IAH","TX",12896,"LBB","TX",1435,1433,-2,0,0,-1,"1400-1459",1618,1620,2,2,0,0,"1600-1659",0,0,458,2,0,0,0,0,0,2018,"KIAH","large_airport","George Bush Intercontinental Houston Airport",97,"NA","US","US-TX","Houston","KIAH","IAH","IAH","-95.34140014648438, 29.984399795532227","America/Chicago","2018-10-14T19:35:00.000+0000",2,-2,"IAH-LBB"],[2,6,2,7,"2019-06-02","DL",19790,"N341NB",13487,"MSP","MN",13198,"MCI","MO",1328,1321,-7,0,0,-1,"1300-1359",1455,1444,-11,0,0,-1,"1400-1459",0,0,393,2,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-06-02T18:28:00.000+0000",7,11,"MSP-MCI"],[4,10,23,2,"2018-10-23","EV",20366,"N16559",11618,"EWR","NJ",14524,"RIC","VA",1715,1710,-5,0,0,-1,"1700-1759",1845,1845,0,0,0,0,"1800-1859",0,0,277,2,0,0,0,0,0,2018,"KEWR","large_airport","Newark Liberty International Airport",18,"NA","US","US-NJ","Newark","KEWR","EWR","EWR","-74.168701171875, 40.692501068115234","America/New_York","2018-10-23T21:15:00.000+0000",5,0,"EWR-RIC"],[2,5,11,6,"2019-05-11","OO",20304,"N606SK",13232,"MDW","IL",11433,"DTW","MI",1700,1700,0,0,0,0,"1700-1759",1912,1902,-10,0,0,-1,"1900-1959",0,0,228,1,0,0,0,0,0,2019,"KMDW","large_airport","Chicago Midway International Airport",620,"NA","US","US-IL","Chicago","KMDW","MDW","MDW","-87.752403, 41.785999","America/Chicago","2019-05-11T22:00:00.000+0000",0,10,"MDW-DTW"],[4,10,26,5,"2018-10-26","EV",20366,"N14916",15370,"TUL","OK",12266,"IAH","TX",1850,1840,-10,0,0,-1,"1800-1859",2026,1959,-27,0,0,-2,"2000-2059",0,0,429,2,0,0,0,0,0,2018,"KTUL","large_airport","Tulsa International Airport",677,"NA","US","US-OK","Tulsa","KTUL","TUL","TUL","-95.88809967041016, 36.19839859008789","America/Chicago","2018-10-26T23:50:00.000+0000",10,67,"TUL-IAH"],[2,5,11,6,"2019-05-11","OO",20304,"N457SW",10408,"ATW","WI",13487,"MSP","MN",1451,1445,-6,0,0,-1,"1400-1459",1607,1547,-20,0,0,-2,"1600-1659",0,0,236,1,0,0,0,0,0,2019,"KATW","small_airport","Appleton International Airport",918,"NA","US","US-WI","Appleton","KATW","ATW","ATW","-88.5190963745, 44.258098602299995","America/Chicago","2019-05-11T19:51:00.000+0000",6,60,"ATW-MSP"],[4,10,25,4,"2018-10-25","DL",19790,"N308DN",11433,"DTW","MI",13487,"MSP","MN",1352,1349,-3,0,0,-1,"1300-1359",1442,1432,-10,0,0,-1,"1400-1459",0,0,528,3,0,0,0,0,0,2018,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2018-10-25T17:52:00.000+0000",3,10,"DTW-MSP"],[2,6,2,7,"2019-06-02","DL",19790,"N815DN",11433,"DTW","MI",14771,"SFO","CA",1225,1222,-3,0,0,-1,"1200-1259",1434,1428,-6,0,0,-1,"1400-1459",0,0,2079,9,0,0,0,0,0,2019,"KDTW","large_airport","Detroit Metropolitan Wayne County Airport",645,"NA","US","US-MI","Detroit","KDTW","DTW","DTW","-83.35340118408203, 42.212398529052734","America/New_York","2019-06-02T16:25:00.000+0000",3,6,"DTW-SFO"],[4,10,18,4,"2018-10-18","EV",20366,"N11192",10185,"AEX","LA",12266,"IAH","TX",1610,1607,-3,0,0,-1,"1600-1659",1721,1736,15,15,1,1,"1700-1759",0,0,190,1,0,0,15,0,0,2018,"KAEX","medium_airport","Alexandria International Airport",89,"NA","US","US-LA","Alexandria","KAEX","AEX","AEX","-92.54979705810547, 31.32740020751953","America/Chicago","2018-10-18T21:10:00.000+0000",3,-15,"AEX-IAH"],[2,6,2,7,"2019-06-02","DL",19790,"N852DN",10821,"BWI","MD",11433,"DTW","MI",941,940,-1,0,0,-1,"0900-0959",1112,1113,1,1,0,0,"1100-1159",0,0,409,2,0,0,0,0,0,2019,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2019-06-02T13:41:00.000+0000",1,-1,"BWI-DTW"],[4,10,25,4,"2018-10-25","DL",19790,"N361DN",10821,"BWI","MD",11433,"DTW","MI",600,557,-3,0,0,-1,"0600-0659",738,729,-9,0,0,-1,"0700-0759",0,0,409,2,0,0,0,0,0,2018,"KBWI","large_airport","Baltimore/Washington International Thurgood Marshall Airport",146,"NA","US","US-MD","Baltimore","KBWI","BWI","BWI","-76.668297, 39.1754","America/New_York","2018-10-25T10:00:00.000+0000",43,9,"BWI-DTW"],[2,5,11,6,"2019-05-11","YV",20378,"N502MJ",13931,"ORF","VA",12264,"IAD","VA",1445,1433,-12,0,0,-1,"1400-1459",1544,1525,-19,0,0,-2,"1500-1559",0,0,157,1,0,0,0,0,0,2019,"KORF","large_airport","Norfolk International Airport",26,"NA","US","US-VA","Norfolk","KORF","ORF","ORF","-76.20120239257812, 36.89459991455078","America/New_York","2019-05-11T18:45:00.000+0000",12,19,"ORF-IAD"],[4,10,9,2,"2018-10-09","EV",20366,"N903EV",13930,"ORD","IL",12278,"ICT","KS",2105,2102,-3,0,0,-1,"2100-2159",2307,2320,13,13,0,0,"2300-2359",0,0,588,3,0,0,0,0,0,2018,"KORD","large_airport","Chicago O'Hare International Airport",672,"NA","US","US-IL","Chicago","KORD","ORD","ORD","-87.9048, 41.9786","America/Chicago","2018-10-10T02:05:00.000+0000",3,-13,"ORD-ICT"],[2,5,14,2,"2019-05-14","YV",20378,"N88301",13487,"MSP","MN",12266,"IAH","TX",800,754,-6,0,0,-1,"0800-0859",1110,1024,-46,0,0,-2,"1100-1159",0,0,1034,5,0,0,0,0,0,2019,"KMSP","large_airport","Minneapolis-St Paul International/Wold-Chamberlain Airport",841,"NA","US","US-MN","Minneapolis","KMSP","MSP","MSP","-93.221802, 44.882","America/Chicago","2019-05-14T13:00:00.000+0000",46,86,"MSP-IAH"],[4,10,15,1,"2018-10-15","EV",20366,"N854AS",12278,"ICT","KS",13930,"ORD","IL",800,759,-1,0,0,-1,"0800-0859",959,1016,17,17,1,1,"0900-0959",0,0,588,3,0,0,17,0,0,2018,"KICT","large_airport","Wichita Eisenhower National Airport",1333,"NA","US","US-KS","Wichita","KICT","ICT","ICT","-97.433098, 37.649899","America/Chicago","2018-10-15T13:00:00.000+0000",41,-57,"ICT-ORD"]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"QUARTER","type":"\"integer\""},{"metadata":"{}","name":"MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_WEEK","type":"\"integer\""},{"metadata":"{}","name":"FL_DATE","type":"\"string\""},{"metadata":"{}","name":"OP_UNIQUE_CARRIER","type":"\"string\""},{"metadata":"{}","name":"OP_CARRIER_AIRLINE_ID","type":"\"integer\""},{"metadata":"{}","name":"TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"DEST_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"DEST_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"CRS_DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CRS_ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_DELAY","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"ARR_DEL15","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"DIVERTED","type":"\"double\""},{"metadata":"{}","name":"DISTANCE","type":"\"double\""},{"metadata":"{}","name":"DISTANCE_GROUP","type":"\"integer\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""},{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"ident","type":"\"string\""},{"metadata":"{}","name":"type","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"elevation_ft","type":"\"integer\""},{"metadata":"{}","name":"continent","type":"\"string\""},{"metadata":"{}","name":"iso_country","type":"\"string\""},{"metadata":"{}","name":"iso_region","type":"\"string\""},{"metadata":"{}","name":"municipality","type":"\"string\""},{"metadata":"{}","name":"gps_code","type":"\"string\""},{"metadata":"{}","name":"iata_code","type":"\"string\""},{"metadata":"{}","name":"local_code","type":"\"string\""},{"metadata":"{}","name":"coordinates","type":"\"string\""},{"metadata":"{}","name":"tz","type":"\"string\""},{"metadata":"{}","name":"FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"calc_dep_delay","type":"\"integer\""},{"metadata":"{}","name":"calc_arr_delay","type":"\"integer\""},{"metadata":"{}","name":"CITY_PAIR","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_airlines)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e9b23e76-5ea1-46d3-8b47-5cbe6af4627c","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
CITY_PAIRsumdaily_avg
AUS-DFW2661410.400156311059007
DFW-PHX2914911.390777647518561
HNL-LIH4296016.787807737397422
ITO-HNL3385613.230168034388432
ATL-JAX3404013.30207112153185
ORD-LGA7001827.36146932395467
ORD-DFW4707718.39663931223134
SEA-ANC4637418.121922626025793
JFK-MCO3150812.312622118014849
LAX-IAH2985511.666666666666666
IND-ATL2637010.304806565064478
DTW-ORD3553713.887065259867136
BOS-PHL3565413.932786244626808
ORD-LAS3066111.981633450566628
IAH-DEN3087112.063696756545525
ATL-MSP3161912.35599843688941
SFO-SAN4653218.183665494333724
CLT-LGA3059411.955451348182883
ORD-LAX5158720.159046502540054
PHX-SEA3944715.415005861664714
ATL-DTW3542313.842516608050019
PHL-BOS3575713.973036342321219
ATL-IAH2979811.644392340758108
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mns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"CITY_PAIR","type":"\"string\""},{"metadata":"{}","name":"sum","type":"\"long\""},{"metadata":"{}","name":"daily_avg","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month, date_trunc, sum\n","\n","#calculate the average number of flights epr day per city pair\n","#following the priginal paper, we should use city pairs with morethan 10 flighs per day\n","\n","#create truncated hour time stamp\n","df_day = df_airlines.withColumn('day_utc', date_trunc('day', df_airlines.FLIGHT_TIMESTAMP))\n","\n","# group by total number of flights btn cities\n","# per day and calculate the average no. of flights per day\n","\n","pair_daily = df_day.groupBy('day_utc', 'CITY_PAIR').count() #--ƒagg\n","\n","pair_daily = pair_daily.withColumnRenamed(\"count\", \"total_flights\")\n","\n","#number of days in the dataset\n","n_days = pair_daily.select('day_utc').distinct().count()\n","\n","#number of flights per day per ciuty payr\n","\n","pair_daily_sum = pair_daily.groupBy('CITY_PAIR').sum('total_flights')\n","pair_daily_sum = pair_daily_sum.withColumnRenamed(\"sum(total_flights)\", \"sum\")\n","\n","#only use city pairs with more than 10 flights between them\n","pair_use = pair_daily_sum.withColumn('daily_avg', pair_daily_sum.sum / n_days).filter(col('daily_avg') >= 10)\n","\n","display(pair_use)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7a173155-4e40-4fd4-a235-5c0dcde005df","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month, date_trunc, sum, percentile_approx\n","\n","df_red = df_airlines[['FLIGHT_TIMESTAMP', 'ORIGIN', 'DEST', 'DEP_DELAY_NEW', 'DEP_DEL15', 'CITY_PAIR']]\n","df_red = df_red.withColumn('hour_stamp', date_trunc('hour', df_network.FLIGHT_TIMESTAMP))\n"," \n","pair_count = df_red.groupBy('hour_stamp', 'CITY_PAIR').count()\n","pair_median = df_red.groupBy('hour_stamp', 'CITY_PAIR').agg(percentile_approx('DEP_DELAY_NEW', 0.5).alias('pairmedian_delay'))\n","\n","joined_pair = pair_count.join(pair_median, ['hour_stamp', 'CITY_PAIR']).cache()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d74eecf7-06ed-408b-a3e3-cd947b3b9830","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampCITY_PAIRcountpairmedian_delay
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2015-01-15T11:00:00.000+0000FWA-DFW12.0
Showing the first 1000 rows.
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],["2015-01-12T22:00:00.000+0000","DEN-AUS",3,0],["2015-01-12T22:00:00.000+0000","MDW-DEN",1,0],["2015-01-12T22:00:00.000+0000","PBI-IAH",1,19],["2015-01-12T22:00:00.000+0000","RDU-ORD",1,0],["2015-01-12T22:00:00.000+0000","SEA-GEG",1,0],["2015-01-12T23:00:00.000+0000","LAS-DFW",1,26],["2015-01-12T23:00:00.000+0000","MIA-STT",1,0],["2015-01-12T23:00:00.000+0000","SDF-ATL",1,93],["2015-01-12T23:00:00.000+0000","SLC-LGB",1,0],["2015-01-13T00:00:00.000+0000","BOI-DEN",1,11],["2015-01-13T00:00:00.000+0000","DEN-SNA",1,0],["2015-01-13T00:00:00.000+0000","MDW-PIT",1,0],["2015-01-13T00:00:00.000+0000","STL-SEA",1,15],["2015-01-13T01:00:00.000+0000","ABQ-LAX",1,45],["2015-01-13T01:00:00.000+0000","DEN-IAD",1,6],["2015-01-13T01:00:00.000+0000","DTW-BWI",1,0],["2015-01-13T01:00:00.000+0000","ORD-SEA",1,20],["2015-01-13T01:00:00.000+0000","SMF-BUR",1,1],["2015-01-13T02:00:00.000+0000","DEN-IAH",2,0],["2015-01-13T02:00:00.000+0000","MIA-IAD",1,0],["2015-01-13T02:00:00.000+0000","ORD-LGA",1,9],["2015-01-13T02:00:00.000+0000","TPA-BOS",1,17],["2015-01-13T03:00:00.000+0000","HNL-ATL",1,0],["2015-01-13T03:00:00.000+0000","PHL-RDU",1,25],["2015-01-13T04:00:00.000+0000","LAX-SLC",2,0],["2015-01-13T06:00:00.000+0000","HNL-LIH",1,0],["2015-01-13T06:00:00.000+0000","SFO-MFR",1,0],["2015-01-13T06:00:00.000+0000","SFO-ONT",1,0],["2015-01-13T11:00:00.000+0000","BOS-MKE",1,0],["2015-01-13T12:00:00.000+0000","CHS-DCA",1,0],["2015-01-13T12:00:00.000+0000","DTW-MDW",1,77],["2015-01-13T12:00:00.000+0000","FLL-BOS",1,0],["2015-01-13T12:00:00.000+0000","MSP-ORD",3,0],["2015-01-13T13:00:00.000+0000","ATL-PNS",1,0],["2015-01-13T13:00:00.000+0000","DAL-AUS",1,12],["2015-01-13T13:00:00.000+0000","DTW-MCI",1,0],["2015-01-13T14:00:00.000+0000","DFW-BHM",1,115],["2015-01-13T14:00:00.000+0000","ISN-DEN",1,0],["2015-01-13T14:00:00.000+0000","LAX-EWR",1,0],["2015-01-13T14:00:00.000+0000","PHX-CLT",1,0],["2015-01-13T14:00:00.000+0000","SFO-JFK",1,0],["2015-01-13T15:00:00.000+0000","ATL-MOB",1,20],["2015-01-13T15:00:00.000+0000","JAX-ATL",1,5],["2015-01-13T15:00:00.000+0000","MDW-RDU",1,0],["2015-01-13T16:00:00.000+0000","ABQ-DFW",1,35],["2015-01-13T16:00:00.000+0000","BUF-CLT",1,66],["2015-01-13T16:00:00.000+0000","MLB-ATL",1,55],["2015-01-13T16:00:00.000+0000","SMF-PHX",1,0],["2015-01-13T16:00:00.000+0000","SYR-JFK",1,0],["2015-01-13T17:00:00.000+0000","DFW-DEN",1,25],["2015-01-13T17:00:00.000+0000","EWR-HOU",1,3],["2015-01-13T18:00:00.000+0000","LAS-LAX",3,0],["2015-01-13T18:00:00.000+0000","LAS-RNO",1,2],["2015-01-13T18:00:00.000+0000","SEA-MSP",1,4],["2015-01-13T19:00:00.000+0000","DIK-DEN",1,0],["2015-01-13T19:00:00.000+0000","HOU-SAN",1,8],["2015-01-13T19:00:00.000+0000","LAS-MSP",1,0],["2015-01-13T19:00:00.000+0000","PDX-OGG",1,0],["2015-01-13T20:00:00.000+0000","EWR-CLE",1,6],["2015-01-13T20:00:00.000+0000","LAX-SBA",1,0],["2015-01-13T20:00:00.000+0000","OAK-LAX",1,0],["2015-01-13T20:00:00.000+0000","SAN-EWR",1,0],["2015-01-13T20:00:00.000+0000","SLC-OKC",1,28],["2015-01-13T21:00:00.000+0000","DEN-IAH",1,0],["2015-01-13T21:00:00.000+0000","LAS-LAX",3,0],["2015-01-13T21:00:00.000+0000","LAX-FLL",1,0],["2015-01-13T22:00:00.000+0000","LAX-AUS",1,0],["2015-01-13T22:00:00.000+0000","ONT-OAK",1,0],["2015-01-13T22:00:00.000+0000","SMF-SAN",1,0],["2015-01-13T23:00:00.000+0000","DFW-RDU",1,0],["2015-01-14T00:00:00.000+0000","GRB-ORD",1,9],["2015-01-14T00:00:00.000+0000","LAS-SJC",1,2],["2015-01-14T00:00:00.000+0000","MOB-ATL",1,0],["2015-01-14T00:00:00.000+0000","RNO-SFO",1,0],["2015-01-14T00:00:00.000+0000","SAT-PHX",1,15],["2015-01-14T01:00:00.000+0000","DCA-ATL",2,0],["2015-01-14T01:00:00.000+0000","DFW-STL",1,0],["2015-01-14T01:00:00.000+0000","MCI-PHX",1,1],["2015-01-14T01:00:00.000+0000","SMF-BUR",1,0],["2015-01-14T02:00:00.000+0000","DEN-LBB",1,0],["2015-01-14T03:00:00.000+0000","ATL-AVL",1,0],["2015-01-14T03:00:00.000+0000","OAK-LAX",1,0],["2015-01-14T03:00:00.000+0000","SLC-LGB",1,0],["2015-01-14T04:00:00.000+0000","KOA-HNL",1,13],["2015-01-14T04:00:00.000+0000","ORD-MEM",1,70],["2015-01-14T11:00:00.000+0000","TPA-DFW",2,0],["2015-01-14T12:00:00.000+0000","ALO-ORD",1,0],["2015-01-14T12:00:00.000+0000","ATL-ORF",1,0],["2015-01-14T12:00:00.000+0000","DAL-HOU",1,0],["2015-01-14T12:00:00.000+0000","DCA-BOS",2,0],["2015-01-14T12:00:00.000+0000","JFK-RDU",1,0],["2015-01-14T12:00:00.000+0000","LGA-DAL",1,0],["2015-01-14T12:00:00.000+0000","MIA-GNV",1,0],["2015-01-14T12:00:00.000+0000","ORD-MCO",1,0],["2015-01-14T12:00:00.000+0000","PBI-JFK",1,0],["2015-01-14T12:00:00.000+0000","ROA-ORD",1,2],["2015-01-14T12:00:00.000+0000","TPA-DTW",1,0],["2015-01-14T13:00:00.000+0000","ATL-MCI",2,0],["2015-01-14T13:00:00.000+0000","BOS-SFO",2,2],["2015-01-14T13:00:00.000+0000","IAH-BOS",1,193],["2015-01-14T13:00:00.000+0000","LAX-DEN",1,3],["2015-01-14T14:00:00.000+0000","ATL-ILM",1,0],["2015-01-14T14:00:00.000+0000","BWI-IAH",1,1],["2015-01-14T14:00:00.000+0000","CLE-ORD",1,0],["2015-01-14T14:00:00.000+0000","DFW-BHM",1,0],["2015-01-14T14:00:00.000+0000","LAX-LAS",1,0],["2015-01-14T14:00:00.000+0000","MCO-ROC",1,0],["2015-01-14T14:00:00.000+0000","SNA-IAH",1,0],["2015-01-14T15:00:00.000+0000","ATL-MOB",1,5],["2015-01-14T15:00:00.000+0000","BWI-PWM",1,0],["2015-01-14T15:00:00.000+0000","DFW-FSD",1,0],["2015-01-14T15:00:00.000+0000","JAX-PHL",1,0],["2015-01-14T15:00:00.000+0000","MDW-SAT",1,0],["2015-01-14T15:00:00.000+0000","MIA-JFK",1,36],["2015-01-14T16:00:00.000+0000","CID-ORD",1,149],["2015-01-14T16:00:00.000+0000","DFW-STL",1,5],["2015-01-14T16:00:00.000+0000","PDX-DEN",1,0],["2015-01-14T17:00:00.000+0000","ATL-SGF",1,0],["2015-01-14T17:00:00.000+0000","CMH-JFK",1,0],["2015-01-14T17:00:00.000+0000","SAT-DFW",1,2],["2015-01-14T17:00:00.000+0000","SJU-ATL",1,0],["2015-01-14T18:00:00.000+0000","MIA-MSP",1,1],["2015-01-14T18:00:00.000+0000","ONT-SFO",1,0],["2015-01-14T18:00:00.000+0000","SLC-HLN",1,107],["2015-01-14T19:00:00.000+0000","JNU-YAK",1,46],["2015-01-14T19:00:00.000+0000","LAS-DAL",1,3],["2015-01-14T19:00:00.000+0000","LGA-DTW",2,0],["2015-01-14T19:00:00.000+0000","SJC-PHX",1,0],["2015-01-14T20:00:00.000+0000","ATL-HOU",1,0],["2015-01-14T20:00:00.000+0000","ATL-IND",1,0],["2015-01-14T20:00:00.000+0000","FLL-PHL",1,0],["2015-01-14T20:00:00.000+0000","MCO-IAH",1,0],["2015-01-14T21:00:00.000+0000","ORD-CVG",1,63],["2015-01-14T21:00:00.000+0000","ORD-ICT",1,0],["2015-01-14T22:00:00.000+0000","AUS-ATL",2,0],["2015-01-14T22:00:00.000+0000","BWI-CLT",1,0],["2015-01-14T22:00:00.000+0000","EWR-ORD",1,4],["2015-01-14T22:00:00.000+0000","SFO-IND",1,0],["2015-01-14T23:00:00.000+0000","BOI-DEN",1,0],["2015-01-14T23:00:00.000+0000","DAL-MCI",1,7],["2015-01-14T23:00:00.000+0000","DEN-CLT",1,0],["2015-01-14T23:00:00.000+0000","IAH-SHV",1,0],["2015-01-14T23:00:00.000+0000","LGA-GSO",1,0],["2015-01-14T23:00:00.000+0000","MSP-BIS",1,0],["2015-01-14T23:00:00.000+0000","OGG-ITO",1,1],["2015-01-14T23:00:00.000+0000","ORD-CMI",1,42],["2015-01-14T23:00:00.000+0000","SBA-DEN",1,0],["2015-01-15T00:00:00.000+0000","CLT-MDT",1,25],["2015-01-15T00:00:00.000+0000","DEN-SMF",1,0],["2015-01-15T01:00:00.000+0000","DEN-FAT",1,18],["2015-01-15T01:00:00.000+0000","DTW-BWI",1,0],["2015-01-15T01:00:00.000+0000","IAH-CVG",1,0],["2015-01-15T01:00:00.000+0000","MSP-SEA",1,1],["2015-01-15T02:00:00.000+0000","ATL-SLC",1,4],["2015-01-15T02:00:00.000+0000","LGA-DCA",1,29],["2015-01-15T03:00:00.000+0000","MSP-GEG",1,0],["2015-01-15T03:00:00.000+0000","PHX-SLC",1,1],["2015-01-15T03:00:00.000+0000","SFO-ACV",1,0],["2015-01-15T04:00:00.000+0000","SJC-PHX",1,6],["2015-01-15T11:00:00.000+0000","DFW-MIA",1,0],["2015-01-15T11:00:00.000+0000","FWA-DFW",1,2]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{}","name":"CITY_PAIR","type":"\"string\""},{"metadata":"{}","name":"count","type":"\"long\""},{"metadata":"{}","name":"pairmedian_delay","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month, date_trunc, sum, percentile_approx\n","#display(joined_pair.filter((col('CITY_PAIR')==\"SFO-LAX\") & (col('hour_stamp')=='2015-01-06T20:00:00.000+0000')))\n","#display(joined_pair.filter((col('CITY_PAIR')==\"SFO-LAX\") ).select(max('count')))\n","#display(joined_pair.filter((col('CITY_PAIR')==\"SFO-LAX\") & (col('count')>=7)))\n","#display(joined_pair.select(max('count')))\n","display(joined_pair)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ef6f3113-de9b-4c2c-8419-c804d3afee22","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
FLIGHT_TIMESTAMPORIGINDESTDEP_DELAY_NEWDEP_DEL15CITY_PAIRhour_stamp
2016-02-06T04:00:00.000+0000SFOLAX0.00.0SFO-LAX2016-02-06T04:00:00.000+0000
2016-02-06T04:10:00.000+0000SFOLAX0.00.0SFO-LAX2016-02-06T04:00:00.000+0000
2016-02-06T04:00:00.000+0000SFOLAX0.00.0SFO-LAX2016-02-06T04:00:00.000+0000
2016-02-06T04:35:00.000+0000SFOLAX0.00.0SFO-LAX2016-02-06T04:00:00.000+0000
2016-02-06T04:00:00.000+0000SFOLAX71.01.0SFO-LAX2016-02-06T04:00:00.000+0000
2016-02-06T04:55:00.000+0000SFOLAX51.01.0SFO-LAX2016-02-06T04:00:00.000+0000
2016-02-06T04:05:00.000+0000SFOLAX37.01.0SFO-LAX2016-02-06T04:00:00.000+0000
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["2016-02-06T04:00:00.000+0000","SFO","LAX",0,0,"SFO-LAX","2016-02-06T04:00:00.000+0000"],["2016-02-06T04:10:00.000+0000","SFO","LAX",0,0,"SFO-LAX","2016-02-06T04:00:00.000+0000"],["2016-02-06T04:00:00.000+0000","SFO","LAX",0,0,"SFO-LAX","2016-02-06T04:00:00.000+0000"],["2016-02-06T04:35:00.000+0000","SFO","LAX",0,0,"SFO-LAX","2016-02-06T04:00:00.000+0000"],["2016-02-06T04:00:00.000+0000","SFO","LAX",71,1,"SFO-LAX","2016-02-06T04:00:00.000+0000"],["2016-02-06T04:55:00.000+0000","SFO","LAX",51,1,"SFO-LAX","2016-02-06T04:00:00.000+0000"],["2016-02-06T04:05:00.000+0000","SFO","LAX",37,1,"SFO-LAX","2016-02-06T04:00:00.000+0000"]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"DEP_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"CITY_PAIR","type":"\"string\""},{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_red.filter((col('CITY_PAIR')==\"SFO-LAX\") & (col('hour_stamp')=='2016-02-06T04:00:00.000+0000')))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"def4c9a3-a15c-4978-ada9-b606a06bf446","showTitle":false,"title":""}},"outputs":[],"source":["#filter city pairs and create list of featuyres for Kmeans\n","city_pairs = list(pair_use.select('CITY_PAIR').toPandas()['CITY_PAIR'])\n","df_filter = joined_pair.filter(col('CITY_PAIR').isin(city_pairs))\n","df_pivot = df_filter.groupBy('hour_stamp').pivot('CITY_PAIR').mean('pairmedian_delay').na.fill(0)\n","features = df_pivot.columns[1:] "]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"05b67dd9-40af-4571-bc26-1b546b157551","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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2015-02-11T12:00:00.000+0000",0],["2015-02-11T13:00:00.000+0000",0],["2015-02-11T14:00:00.000+0000",0],["2015-02-11T15:00:00.000+0000",0],["2015-02-11T16:00:00.000+0000",1],["2015-02-11T17:00:00.000+0000",0],["2015-02-11T18:00:00.000+0000",0],["2015-02-11T19:00:00.000+0000",1],["2015-02-11T20:00:00.000+0000",0],["2015-02-11T21:00:00.000+0000",0],["2015-02-11T22:00:00.000+0000",10]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{}","name":"LAX-SFO","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_pivot.select(\"hour_stamp\", \"LAX-SFO\").orderBy(\"hour_stamp\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3ca6af77-842b-45c0-9af6-4d2eccc98927","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["score for k=2: 0.5797539621890143\n","score for k=3: 0.4374212054672924\n","score for k=4: 0.4953830381571417\n","score for k=5: 0.34019103486360086\n","score for k=6: 0.38973310700269453\n","score for k=7: 0.36438571600916003\n","score for k=8: 0.33478976790236364\n","score for k=9: 0.2967445291035002\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"score for k=2: 0.5797539621890143\nscore for k=3: 0.4374212054672924\nscore for k=4: 0.4953830381571417\nscore for k=5: 0.34019103486360086\nscore for k=6: 0.38973310700269453\nscore for k=7: 0.36438571600916003\nscore for k=8: 0.33478976790236364\nscore for k=9: 0.2967445291035002\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["#CLuster in 2015 or any year \n","\n","df_pivot_train = df_pivot.filter((year(df_pivot.hour_stamp) >= 2015) & (year(df_pivot.hour_stamp) <= 2015))\n","#i = 3\n","#x= 2015\n","#df_pivot_train = df_pivot.filter((year(df_pivot.hour_stamp) == x) & (month(df_pivot.hour_stamp) >= (3*i+1)) & (month(df_pivot.hour_stamp) <= (3*i+3)))\n","#df_pivot_train = df_pivot.filter((df_pivot.hour_stamp >= '2014-12-31') & (df_pivot.hour_stamp < '2021-01-01' ))\n","#df_pivot_all = df_pivot.filter((df_pivot.hour_stamp >= '2014-12-31') & (df_pivot.hour_stamp < '2022-01-01'))\n","\n","assemble = VectorAssembler(inputCols=features, outputCol='delay_red')\n","assembled_data = assemble.transform(df_pivot_train)\n","assemble = VectorAssembler(inputCols=features, outputCol='delay_red')\n","all_data = assemble.transform(df_pivot)\n","\n","silhouette_score = []\n","evaluator = ClusteringEvaluator(predictionCol='prediction', featuresCol='delay_red', metricName='silhouette', distanceMeasure='squaredEuclidean')\n","\n","for i in range(2,10):\n"," KMeans_test = KMeans(featuresCol='delay_red', k=i, seed=100)\n"," fitted_model = KMeans_test.fit(assembled_data)\n"," output = fitted_model.transform(assembled_data)\n"," score=evaluator.evaluate(output)\n"," print(f'score for k={i}: {score}')\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e9f453ae-f799-4b74-9899-e29b175f65e1","showTitle":false,"title":""}},"outputs":[],"source":["#This code does a full set of years ONLY RUN to write in BLOB. OTHERWISE DO NOT RUN!\n","from pyspark.ml.feature import VectorAssembler, PCA\n","from pyspark.ml.clustering import KMeans\n","from pyspark.ml.evaluation import ClusteringEvaluator\n","from pyspark.ml import Pipeline\n","\n","all_delays = []\n","\n","lower_train = ['2014-12-31','2016-03-01','2017-05-01','2018-09-01','2019-11-01']\n","upper_train = ['2016-01-01','2017-03-01','2018-07-01','2019-09-01','2020-10-01']\n","\n","lower_test = ['2016-01-01','2017-03-01','2018-07-01','2019-09-01','2020-10-01']\n","upper_test = ['2016-03-01','2017-05-01','2018-09-01','2019-11-01','2021-01-01']\n","\n","\n","# make filter for dates in train and test sets\n","for i in range(0,5):\n"," df_pivot_train = df_pivot.filter((df_pivot.hour_stamp >= lower_train[i]) &(df_pivot.hour_stamp < upper_train[i]) )\n"," df_pivot_all = df_pivot.filter((df_pivot.hour_stamp >= lower_train[i]) & (df_pivot.hour_stamp < upper_test[i]))\n"," \n"," assemble = VectorAssembler(inputCols=features, outputCol='delay_red')\n"," assembled_data = assemble.transform(df_pivot_train)\n"," assemble = VectorAssembler(inputCols=features, outputCol='delay_red')\n"," all_data = assemble.transform(df_pivot_all)\n","\n"," model_kmeans = KMeans(featuresCol='delay_red', k=5, seed=100)\n"," fitted_model = model_kmeans.fit(assembled_data)\n"," predictions = fitted_model.transform(all_data)\n"," test = predictions.select('hour_stamp', 'prediction')\n","# #test = test.withColumnRenamed('prediction', 'prediction_' + str(i))\n","# #write to blob\n"," test.write.mode(\"overwrite\").parquet(f\"{blob_url}/df_delay_\" + str(i+1))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3d508863-0de7-4d48-9685-1c358ada84fd","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampprediction
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2016-01-01T09:00:00.000+00000
2016-01-01T10:00:00.000+00000
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2016-01-01T12:00:00.000+00000
2016-01-01T13:00:00.000+00000
2016-01-01T14:00:00.000+00000
2016-01-01T15:00:00.000+00000
2016-01-01T16:00:00.000+00000
2016-01-01T17:00:00.000+00000
2016-01-01T18:00:00.000+00000
2016-01-01T19:00:00.000+00000
2016-01-01T20:00:00.000+00000
2016-01-01T21:00:00.000+00000
2016-01-01T22:00:00.000+00003
2016-01-01T23:00:00.000+00003
2016-01-02T00:00:00.000+00003
2016-01-02T01:00:00.000+00003
2016-01-02T02:00:00.000+00003
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2016-01-02T10:00:00.000+00000
2016-01-02T11:00:00.000+00000
2016-01-02T12:00:00.000+00000
2016-01-02T13:00:00.000+00000
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2016-01-02T15:00:00.000+00000
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2016-01-02T18:00:00.000+00003
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16:00:00.000+0000",0],["2016-02-11T17:00:00.000+0000",0],["2016-02-11T18:00:00.000+0000",0],["2016-02-11T19:00:00.000+0000",0],["2016-02-11T20:00:00.000+0000",0],["2016-02-11T21:00:00.000+0000",0],["2016-02-11T22:00:00.000+0000",0]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{\"ml_attr\":{\"type\":\"nominal\",\"num_vals\":5}}","name":"prediction","type":"\"integer\""}],"type":"table"}},"output_type":"display_data"}],"source":["## all the code from here down is wrangling for exporting etc.\n","\n","#generate a time series concate them in a single dataframe\n","from pyspark.sql.functions import col , add_months, expr\n","\n","df_states = spark.read.parquet(f\"{blob_url}/df_delay_2015\")\n","df_states = df_states.withColumn(\"hour_stamp\", df_states.hour_stamp + expr('INTERVAL 1 YEAR') )\n","\n","for i in range(2016, 2022):\n"," temp = spark.read.parquet(f\"{blob_url}/df_delay_\" + str(i))\n"," temp = temp.withColumn(\"hour_stamp\", temp.hour_stamp + expr('INTERVAL 1 YEAR') )\n"," df_states = df_states.union(temp)\n","\n"," \n","df_states.cache().count()\n","\n","#display(df_time.filter(year(df_time.hour_stamp)==2016))\n","display(df_states.filter(year(df_states.hour_stamp)==2016).orderBy(\"hour_stamp\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f8779163-9b68-4ab7-b5bc-866b9bd83747","showTitle":false,"title":""}},"outputs":[],"source":["#export fixed \n","df_states = spark.read.parquet(f\"{blob_url}/df_delay_1\")\n","\n","for i in range(1, 5):\n"," temp = spark.read.parquet(f\"{blob_url}/df_delay_\" + str(i+1))\n"," df_states = df_states.union(temp)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c42a9a81-ba6b-49b6-a404-efb1f1687e23","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
predictioncount
19140
34522
41996
21120
035777
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[1,9140],[3,4522],[4,1996],[2,1120],[0,35777]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{\"ml_attr\":{\"type\":\"nominal\",\"num_vals\":5}}","name":"prediction","type":"\"integer\""},{"metadata":"{}","name":"count","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(df_states.groupBy(\"prediction\").count())"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ce372fb4-3876-4042-bda5-61128389baba","showTitle":false,"title":""}},"outputs":[],"source":["min_date, max_date = df_states.select(min(\"hour_stamp\"), max(\"hour_stamp\")).cache().first()\n","min_date, max_date\n","\n","df_states.write.mode(\"overwrite\").parquet(f\"{blob_url}/df_delay_stateCV\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"98092334-079f-4c3b-8700-cb50e37407e6","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[129]: (datetime.datetime(2015, 1, 1, 7, 0), datetime.datetime(2022, 12, 31, 23, 0))"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[129]: (datetime.datetime(2015, 1, 1, 7, 0), datetime.datetime(2022, 12, 31, 23, 0))","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# add 2015 to the top\n","temp = spark.read.parquet(f\"{blob_url}/df_delay_2015\")\n","df_states = df_states.union(temp)\n","\n","min_date, max_date = df_states.select(min(\"hour_stamp\"), max(\"hour_stamp\")).first()\n","min_date, max_date"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0a9432fc-0e1f-4cd0-87f9-c5ca416f925f","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampprediction
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df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2016, df_states.prediction + 5).otherwise(df_states.prediction) )\n","df_states= df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2017, df_states.prediction + 10).otherwise(df_states.prediction) )\n","df_states= df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2018, df_states.prediction + 15).otherwise(df_states.prediction) )\n","df_states= df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2019, df_states.prediction + 20).otherwise(df_states.prediction) )\n","df_states= df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2020, df_states.prediction + 25).otherwise(df_states.prediction) )\n","df_states= df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2021, df_states.prediction + 30).otherwise(df_states.prediction) )\n","df_states= df_states.withColumn('prediction', when(year(df_states.hour_stamp) == 2022, df_states.prediction + 35).otherwise(df_states.prediction) )\n","\n","display(df_states.filter(year(df_states.hour_stamp)==2017).orderBy(\"hour_stamp\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6ad3f7ac-eb18-432e-9dcf-428fc82dd6fe","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampprediction
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Run model on k \n","model_kmeans = KMeans(featuresCol='delay_red', k=5, seed=100)\n","fitted_model = model_kmeans.fit(assembled_data)\n","predictions = fitted_model.transform(all_data)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"df7fb5f7-f6eb-49a4-93a0-319639030baf","showTitle":false,"title":""}},"outputs":[],"source":["#test = predictions.select('hour_stamp', 'prediction')\n","#test.write.mode(\"overwrite\").parquet(f\"{blob_url}/df_delay_state_2015_2020\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ff9b9c58-daf6-4962-aa09-1b7d20f1e0df","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampprediction
2015-07-15T00:00:00.000+00001
2015-07-15T14:00:00.000+00004
2015-07-15T13:00:00.000+00004
2015-07-15T04:00:00.000+00000
2015-07-15T15:00:00.000+00002
2015-07-15T08:00:00.000+00000
2015-07-15T10:00:00.000+00000
2015-07-15T16:00:00.000+00004
2015-07-15T20:00:00.000+00004
2015-07-15T12:00:00.000+00000
2015-07-15T18:00:00.000+00004
2015-07-15T02:00:00.000+00002
2015-07-15T03:00:00.000+00002
2015-07-15T23:00:00.000+00002
2015-07-15T21:00:00.000+00004
2015-07-15T01:00:00.000+00001
2015-07-15T06:00:00.000+00000
2015-07-15T11:00:00.000+00000
2015-07-15T19:00:00.000+00004
2015-07-15T07:00:00.000+00000
2015-07-15T22:00:00.000+00004
2015-07-15T17:00:00.000+00004
2015-07-15T09:00:00.000+00000
2015-07-15T05:00:00.000+00000
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["2015-07-15T00:00:00.000+0000",1],["2015-07-15T14:00:00.000+0000",4],["2015-07-15T13:00:00.000+0000",4],["2015-07-15T04:00:00.000+0000",0],["2015-07-15T15:00:00.000+0000",2],["2015-07-15T08:00:00.000+0000",0],["2015-07-15T10:00:00.000+0000",0],["2015-07-15T16:00:00.000+0000",4],["2015-07-15T20:00:00.000+0000",4],["2015-07-15T12:00:00.000+0000",0],["2015-07-15T18:00:00.000+0000",4],["2015-07-15T02:00:00.000+0000",2],["2015-07-15T03:00:00.000+0000",2],["2015-07-15T23:00:00.000+0000",2],["2015-07-15T21:00:00.000+0000",4],["2015-07-15T01:00:00.000+0000",1],["2015-07-15T06:00:00.000+0000",0],["2015-07-15T11:00:00.000+0000",0],["2015-07-15T19:00:00.000+0000",4],["2015-07-15T07:00:00.000+0000",0],["2015-07-15T22:00:00.000+0000",4],["2015-07-15T17:00:00.000+0000",4],["2015-07-15T09:00:00.000+0000",0],["2015-07-15T05:00:00.000+0000",0]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{\"ml_attr\":{\"type\":\"nominal\",\"num_vals\":5}}","name":"prediction","type":"\"integer\""}],"type":"table"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import year, month, dayofmonth\n","test = predictions.select('hour_stamp', 'prediction')\n","display(test.filter((year(test.hour_stamp) == 2015) & (month(test.hour_stamp) ==7) & (dayofmonth(test.hour_stamp) ==15)))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7cd774c6-70b5-4931-8512-99e0effd726f","showTitle":false,"title":""}},"outputs":[],"source":["#how many per hour\n","from pyspark.sql.functions import year, month, dayofmonth, hour\n","test = test.withColumn('hour', hour(test.hour_stamp))\n","# group clusters by hours\n","#citypair_delays = df_airlines.groupBy(\"CITY_PAIR\").sum(\"DEP_DEL15\").toPandas()\n","#elays in minutes\n","#citypair_delays_minutes = df_airlines.groupBy(\"CITY_PAIR\").mean(\"DEP_DELAY\").toPandas()\n","hour_cluster_count = test.groupBy(\"hour\", \"prediction\").count().toPandas()\n","#citypair_delays.set_index('CITY_PAIR', inplace=True)\n","#citypair_delays_count.set_index('CITY_PAIR', inplace=True)\n","#citypair_delays_minutes.set_index('CITY_PAIR', inplace=True)\n","#test_delays_count\n","#df_citypairdelays = pd.concat([citypair_delays,citypair_delays_count],axis = 1)\n","#df_citypairdelays = pd.concat([df_citypairdelays,citypair_delays_minutes],axis = 1)\n","##df_delays.sort_values(by ='% of Total Values', ascending=False )\n","#df_citypairdelays['percentage']=df_citypairdelays['sum(DEP_DEL15)']/df_citypairdelays['count']*100\n","\n","#df_delays.index = pd.to_datetime(df_delays.index, errors='coerce')\n","#df_delays.sort_index(inplace=True)\n","#df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n","#df_citypairdelays = df_citypairdelays.reset_index()\n","\n","hour_cluster_count\n","hour_cluster_count['prediction'] = hour_cluster_count['prediction'].astype(str)\n","#hour_cluster_count['hour'] = hour_cluster_count['hour'].astype(str)\n","#df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c75376e4-40a1-482e-a279-7d74fd6bec9b","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["\n","\n","\n","
\n","
\n","\n",""]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"\n\n\n
\n
\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["import plotly.express as px\n","fig = px.bar(hour_cluster_count, x=\"hour\", y=\"count\",\n"," color='prediction', barmode='stack',text=\"count\",color_discrete_sequence=px.colors.qualitative.Set1,\n"," height=400)\n","fig.update_xaxes(tick0=0, dtick=1)\n","fig.update_layout(title = 'Delay State all 2015',\n"," height=400, #width=900,\n"," showlegend=True, autosize=True)\n","fig.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0e05507c-0824-4de8-b9a1-013d6661329e","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[80]: 61325"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[80]: 61325","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["test.count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"84158c41-2bf0-4d65-bf32-0e8de17a527d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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Extract centroids of cluster for plottin\n","centers = pd.DataFrame(chosen_model.clusterCenters(), columns = city_pairs)\n","centers['label'] = centers.index\n","centers_df = spark.createDataFrame(centers)\n","display(centers_df)\n","#centers_df.write.parquet(f\"{blob_url}/working/edge_cluster_centers_{theYear}_test\", mode='overwrite')"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1c28805a-a8bd-4619-8a0d-9a73157e7e84","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[86]: 0 2.759722\n","1 19.617274\n","2 9.334162\n","3 15.389959\n","4 8.644723\n","dtype: float64"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[86]: 0 2.759722\n1 19.617274\n2 9.334162\n3 15.389959\n4 8.644723\ndtype: 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ATL-MSY1.3817075.8160384.7298982.1911765.636364ATL-MSYATLMSY
SFO-PDX2.51128031.7311327.6783697.78431414.545455SFO-PDXSFOPDX
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01234dummyORIGDEST
AUS-DFW1.8862804.5566042.7078145.6813730.090909AUS-DFWAUSDFW
DFW-PHX1.90228722.3632086.2729337.0196082.909091DFW-PHXDFWPHX
HNL-LIH2.33262230.2264158.80521017.7205885.454545HNL-LIHHNLLIH
ITO-HNL1.92561036.2924538.83408817.10294114.545455ITO-HNLITOHNL
ATL-JAX1.46631121.9198114.8924127.1225490.000000ATL-JAXATLJAX
...........................
DCA-LGA2.9027446.6367928.3437154.95588216.363636DCA-LGADCALGA
LAS-DEN2.2864335.8584917.0753115.1176475.636364LAS-DENLASDEN
ORD-SFO1.7728663.8301894.7667044.7009800.000000ORD-SFOORDSFO
ATL-MSY1.3817075.8160384.7298982.1911765.636364ATL-MSYATLMSY
SFO-PDX2.51128031.7311327.6783697.78431414.545455SFO-PDXSFOPDX
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260 rows × 8 columns

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","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["test2 = average_delay.T\n","test2['dummy'] = test2.index\n","test2['ORIG'] = test2['dummy'].str.split(\"-\", expand = True)[0]\n","test2['DEST'] = test2['dummy'].str.split(\"-\", expand = True)[1]\n","test2.drop(test2.tail(1).index,inplace=True)\n","test2"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"745991e2-7450-4bb9-9c1f-bf8a8aa1d30d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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01234dummyORIGDESTiata_code_xcoordinates_xLONGITUDE_ORIGINLATITUDE_ORIGINiata_code_ycoordinates_yLONGITUDE_DESTINLATITUDE_DESTIN
01.8862804.5566042.7078145.6813730.090909AUS-DFWAUSDFWAUS-97.6698989868164, 30.194499969482422-97.669898986816430.194499969482422DFW-97.038002, 32.896801-97.03800232.896801
14.40137220.60849117.4541348.465686191.818182ATL-DFWATLDFWATL-84.428101, 33.6367-84.42810133.6367DFW-97.038002, 32.896801-97.03800232.896801
22.55335421.8726428.21404311.4509806.636364ORD-DFWORDDFWORD-87.9048, 41.9786-87.904841.9786DFW-97.038002, 32.896801-97.03800232.896801
32.84314045.73113212.11381721.5686275.636364SEA-DFWSEADFWSEA-122.308998, 47.449001-122.30899847.449001DFW-97.038002, 32.896801-97.03800232.896801
43.42728731.23113211.37938811.74019611.272727LAX-DFWLAXDFWLAX-118.407997, 33.942501-118.40799733.942501DFW-97.038002, 32.896801-97.03800232.896801
...................................................
2553.30807914.50471710.61438321.0539225.272727LAX-OAKLAXOAKLAX-118.407997, 33.942501-118.40799733.942501OAK-122.221001, 37.721298-122.22100137.721298
2561.6036590.4198112.0600231.2303920.181818LAS-OAKLASOAKLAS-115.1520004, 36.08010101-115.152000436.08010101OAK-122.221001, 37.721298-122.22100137.721298
2573.31478735.96698116.24915145.2843143.636364PHX-SNAPHXSNAPHX-112.01200103759766, 33.43429946899414-112.0120010375976633.43429946899414SNA-117.8679962, 33.67570114-117.867996233.67570114
2583.4501527.7735857.1155155.5735296.272727MCO-SJUMCOSJUMCO-81.30899810791016, 28.429399490356445-81.3089981079101628.429399490356445SJU-66.0018005371, 18.4393997192-66.001800537118.4393997192
2593.61417777.83018911.60305814.88235311.181818HOU-DALHOUDALHOU-95.27890015, 29.64539909-95.2789001529.64539909DAL-96.851799, 32.847099-96.85179932.847099
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260 rows × 16 columns

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01234dummyORIGDESTiata_code_xcoordinates_xLONGITUDE_ORIGINLATITUDE_ORIGINiata_code_ycoordinates_yLONGITUDE_DESTINLATITUDE_DESTIN
01.8862804.5566042.7078145.6813730.090909AUS-DFWAUSDFWAUS-97.6698989868164, 30.194499969482422-97.669898986816430.194499969482422DFW-97.038002, 32.896801-97.03800232.896801
14.40137220.60849117.4541348.465686191.818182ATL-DFWATLDFWATL-84.428101, 33.6367-84.42810133.6367DFW-97.038002, 32.896801-97.03800232.896801
22.55335421.8726428.21404311.4509806.636364ORD-DFWORDDFWORD-87.9048, 41.9786-87.904841.9786DFW-97.038002, 32.896801-97.03800232.896801
32.84314045.73113212.11381721.5686275.636364SEA-DFWSEADFWSEA-122.308998, 47.449001-122.30899847.449001DFW-97.038002, 32.896801-97.03800232.896801
43.42728731.23113211.37938811.74019611.272727LAX-DFWLAXDFWLAX-118.407997, 33.942501-118.40799733.942501DFW-97.038002, 32.896801-97.03800232.896801
...................................................
2553.30807914.50471710.61438321.0539225.272727LAX-OAKLAXOAKLAX-118.407997, 33.942501-118.40799733.942501OAK-122.221001, 37.721298-122.22100137.721298
2561.6036590.4198112.0600231.2303920.181818LAS-OAKLASOAKLAS-115.1520004, 36.08010101-115.152000436.08010101OAK-122.221001, 37.721298-122.22100137.721298
2573.31478735.96698116.24915145.2843143.636364PHX-SNAPHXSNAPHX-112.01200103759766, 33.43429946899414-112.0120010375976633.43429946899414SNA-117.8679962, 33.67570114-117.867996233.67570114
2583.4501527.7735857.1155155.5735296.272727MCO-SJUMCOSJUMCO-81.30899810791016, 28.429399490356445-81.3089981079101628.429399490356445SJU-66.0018005371, 18.4393997192-66.001800537118.4393997192
2593.61417777.83018911.60305814.88235311.181818HOU-DALHOUDALHOU-95.27890015, 29.64539909-95.2789001529.64539909DAL-96.851799, 32.847099-96.85179932.847099
\n

260 rows × 16 columns

\n
","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["# rbring the coordinate origin and destination for tracing\n","delaystate = pd.merge(test2, df_airport_codes, left_on='ORIG', right_on='iata_code')\n","delaystate.rename(columns = {'LONGITUDE':'LONGITUDE_ORIGIN', 'LATITUDE':'LATITUDE_ORIGIN'}, inplace = True)\n","#delaystate.drop(columns =[\"iata_code\"], inplace = True)\n","delaystate = pd.merge(delaystate, df_airport_codes, left_on='DEST', right_on='iata_code')\n","delaystate.rename(columns = {'LONGITUDE':'LONGITUDE_DESTIN', 'LATITUDE':'LATITUDE_DESTIN'}, inplace = True)\n","delaystate\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6df10dde-27c0-4689-830d-6f7321212a20","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# create color scale bar for legend\n","from matplotlib.cm import turbo\n","from matplotlib.colors import to_hex\n","\n","# We will need to scale the GINI values to lie between 0 and 1\n","min_gini = 0\n","max_gini = 30\n","gini_range = max_gini - min_gini\n","\n","def calculate_color(gini):\n"," \"\"\"\n"," Convert the GINI coefficient to a color\n"," \"\"\"\n"," # make gini a number between 0 and 1\n"," normalized_gini = (gini - min_gini) / gini_range\n","\n"," # invert gini so that high inequality gives dark color\n"," inverse_gini = 1.0 - normalized_gini\n","\n"," # transform the gini coefficient to a matplotlib color\n"," #mpl_color = viridis(inverse_gini)\n"," mpl_color = turbo(normalized_gini)\n"," # transform from a matplotlib color to a valid CSS color\n"," gmaps_color = to_hex(mpl_color, keep_alpha=False)\n","\n"," return gmaps_color\n","\n","n=500\n","fig, ax = plt.subplots(figsize=(8, 0.5))\n","plt.rcParams['font.size'] = 12\n","for x in range(n+1):\n"," ax.axvline(gini_range*x/n+min_gini, color=calculate_color(gini_range*x/n+min_gini), linewidth=4) \n","#ax.set_title(\"hello\")\n","ax.set_xlabel('Avg. Delay (minutes) ')\n","#ax.xaxis.set_major_formatter('${x:,.0f}')\n","ax.set_ylim(0,0.5)\n","ax.set_xlim(0,30)\n","ax.get_yaxis().set_visible(False)\n","ax.get_yaxis().set_visible(False)\n","\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"94df3226-ca5d-428c-8569-ebecedf1568a","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["\n","\n","\n","
\n","
\n","\n",""]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"\n\n\n
\n
\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"}],"source":["import matplotlib.pyplot as plt\n","import plotly.graph_objects as go\n","## Loop thorugh each flight entry\n","fig = go.Figure()\n","\n","source_to_dest = zip(delaystate[\"LATITUDE_ORIGIN\"], delaystate[\"LATITUDE_DESTIN\"],\n"," delaystate[\"LONGITUDE_ORIGIN\"], delaystate[\"LONGITUDE_DESTIN\"],\n"," delaystate[2])\n","for slat,dlat, slon, dlon, num_flights in source_to_dest:\n"," fig.add_trace(go.Scattergeo(\n"," lat = [slat,dlat],\n"," lon = [slon, dlon],\n"," mode = 'lines',\n"," line = dict(width = 1.5, color=calculate_color(num_flights))\n"," ))\n","\n","## Logic to create labels of source and destination cities of flights\n","cities = delaystate[\"ORIG\"].values.tolist()+delaystate[\"DEST\"].values.tolist()\n","scatter_hover_data = [city for city in cities]\n","\n","## Loop thorugh each flight entry to plot source and destination as points.\n","fig.add_trace(\n"," go.Scattergeo(\n"," lon = df_list_cities[\"LONGITUDE\"],\n"," lat = df_list_cities[\"LATITUDE\"],\n"," text = df_list_cities['cities'],\n"," mode = 'markers+text',\n"," marker = dict(size = 10, color = 'blue', opacity=0.1))\n"," ) \n","fig.update_layout(title = ' Delay states in the US airports 2015-2021',\n"," height=700, width=900, geo_scope='usa',\n"," #margin={\"t\":0,\"b\":0,\"l\":0, \"r\":0, \"pad\":0},\n"," #geo = dict(projection_type = 'natural earth',scope = 'north america'),\n"," showlegend=False, autosize=True)\n","\n","fig.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1327379e-141b-438b-a001-b66db554b1cf","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["\n","\n","\n","
\n","
\n","\n",""]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"\n\n\n
\n
\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"textData":null,"type":"htmlSandbox"}},"output_type":"display_data"},{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# group by day of week\n","#how many per hour\n","\n","from pyspark.sql.functions import year, month, dayofmonth, hour, dayofweek\n","test = test.withColumn('month', month(test.day_stamp))\n","# group clusters by hours\n","#citypair_delays = df_airlines.groupBy(\"CITY_PAIR\").sum(\"DEP_DEL15\").toPandas()\n","#elays in minutes\n","#citypair_delays_minutes = df_airlines.groupBy(\"CITY_PAIR\").mean(\"DEP_DELAY\").toPandas()\n","day_cluster_count = test.groupBy(\"month\", \"prediction\").count().toPandas()\n","#citypair_delays.set_index('CITY_PAIR', inplace=True)\n","#citypair_delays_count.set_index('CITY_PAIR', inplace=True)\n","#citypair_delays_minutes.set_index('CITY_PAIR', inplace=True)\n","#test_delays_count\n","#df_citypairdelays = pd.concat([citypair_delays,citypair_delays_count],axis = 1)\n","#df_citypairdelays = pd.concat([df_citypairdelays,citypair_delays_minutes],axis = 1)\n","##df_delays.sort_values(by ='% of Total Values', ascending=False )\n","#df_citypairdelays['percentage']=df_citypairdelays['sum(DEP_DEL15)']/df_citypairdelays['count']*100\n","\n","#df_delays.index = pd.to_datetime(df_delays.index, errors='coerce')\n","#df_delays.sort_index(inplace=True)\n","#df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n","#df_citypairdelays = df_citypairdelays.reset_index()\n","\n","day_cluster_count\n","day_cluster_count['prediction'] = day_cluster_count['prediction'].astype(str)\n","#hour_cluster_count['hour'] = hour_cluster_count['hour'].astype(str)\n","#df_citypairdelays.sort_values(by = 'count', ascending = False).head(10)\n","\n","\n","import plotly.express as px\n","fig = px.bar(day_cluster_count, x=\"month\", y=\"count\",\n"," color='prediction', barmode='stack',text=\"count\",color_discrete_sequence=px.colors.qualitative.Set1,\n"," height=400)\n","fig.update_xaxes(tick0=0, dtick=1)\n","fig.update_layout(title = 'Delay State all 2015',\n"," height=400, #width=900,\n"," showlegend=True, autosize=True)\n","fig.show()\n","\n"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a1c65f2d-1b11-4025-88b4-9cc9fce6258b","showTitle":false,"title":""}},"source":["## Delay network"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"b3551b88-d573-48dd-bfb1-2d5a9e0cb07f","showTitle":false,"title":""}},"outputs":[],"source":["# !pip install -U airportsdata\n","# import airportsdata\n","from pyspark.sql.functions import col,isnan,when,count, lit, concat, col, to_timestamp, monotonically_increasing_id, datediff, mean, sum\n","from pyspark.sql.types import StructType, StructField, StringType, DoubleType, IntegerType, NullType, ShortType, DateType, BooleanType, BinaryType\n","from pyspark.sql import SQLContext\n","from pyspark.sql.window import Window\n"," \n","from math import radians, cos, sin, asin, sqrt\n","import matplotlib.pyplot as plt\n","import time\n","import numpy as np \n","import pandas as pd\n","import seaborn as sns\n","from pytz import timezone \n","from datetime import datetime, timedelta \n","import os\n","import networkx as nx\n","from delta.tables import DeltaTable\n","from copy import deepcopy\n","\n","\n","def get_hour_minutes(depature_time):\n"," depature_time = str(depature_time)\n"," hour = ''\n"," if depature_time == \"2400\":\n"," hour = '00'\n"," minutes = '00'\n"," elif len(depature_time) <= 2:\n"," hour = '00'\n"," minutes = depature_time\n"," elif len(depature_time) == 3:\n"," hour = depature_time[0]\n"," minutes = depature_time[1:]\n"," elif len(depature_time) == 4:\n"," hour = depature_time[:2]\n"," minutes = depature_time[2:]\n","\n"," return hour, minutes\n"," \n","def get_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour), minute=int(minutes)))\n"," return timestamp.astimezone(utc)\n","\n","def get_hour_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour)))\n"," return timestamp.astimezone(utc)\n","\n","def get_weather_timestamp(depature_timestamp, hours = 2):\n"," return (depature_timestamp - timedelta(hours=hours))\n","\n","def go_back_an_hour(depature_timestamp):\n"," return (depature_timestamp - timedelta(hours=1))\n"," \n","def get_string_timestamp(timestamp):\n"," return timestamp.strftime(\"%Y%m%d%H%M\")\n","\n","def get_hourly_string_timestamp(timestamp):\n"," return timestamp.strftime(\"%Y%m%d%H\")\n","\n","def get_hour(depature_time):\n"," depature_time = str(depature_time)\n"," hour = ''\n"," if len(depature_time) <= 2:\n"," hour = '00'\n"," elif len(depature_time) == 3:\n"," hour = depature_time[0]\n"," elif len(depature_time) == 4:\n"," hour = depature_time[:2]\n"," return hour\n","\n","get_hour = udf(get_hour)\n","get_timestamp = udf(get_timestamp)\n","get_hour_timestamp = udf(get_hour_timestamp)\n","get_weather_timestamp = udf(get_weather_timestamp)\n","get_string_timestamp = udf(get_string_timestamp)\n","get_hourly_string_timestamp = udf(get_hourly_string_timestamp)\n","go_back_an_hour = udf(go_back_an_hour)\n","\n","\n","# get_flight_hour = udf(get_flight_hour)\n","\n","# Create the timestamp columns for the flight data\n","df_airlines = df_airlines.withColumn(\"FLIGHT_TIMESTAMP_ACT\", get_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"DEP_TIME\", \"tz\"))\n","df_airlines = df_airlines.withColumn(\"FLIGHT_TIMESTAMP_ACT\", get_string_timestamp(\"FLIGHT_TIMESTAMP_ACT\"))\n","df_airlines = df_airlines.withColumn(\"FLIGHT_TIMESTAMP_ACT\", to_timestamp(col(\"FLIGHT_TIMESTAMP_ACT\"), \"yyyyMMddHHmm\"))\n","#df_airlines.cache()"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"92e518c8-0374-4ac8-8c04-3e6cd9cca9c7","showTitle":false,"title":""}},"source":["###QRN on joined set"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9beed462-a190-4135-aa94-fa5798359a97","showTitle":false,"title":""}},"outputs":[],"source":["dataset = spark.read.parquet(f\"{blob_url}/clean_full_dataset_ori_delay\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"eb81e03e-5026-41be-853b-2943906870d2","showTitle":false,"title":""}},"outputs":[],"source":["# Create the timestamp columns for the flight data\n","dataset = dataset.withColumn(\"ORIGIN_FLIGHT_TIMESTAMP_ACT\", get_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"DEP_TIME\", \"ORIGIN_airport_tz\"))\n","dataset = dataset.withColumn(\"ORIGIN_FLIGHT_TIMESTAMP_ACT\", get_string_timestamp(\"ORIGIN_FLIGHT_TIMESTAMP_ACT\"))\n","dataset = dataset.withColumn(\"ORIGIN_FLIGHT_TIMESTAMP_ACT\", to_timestamp(col(\"ORIGIN_FLIGHT_TIMESTAMP_ACT\"), \"yyyyMMddHHmm\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fce5ded3-11ae-4b1b-bb0e-03c539e2debf","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
CRS_DEP_TIMEORIGIN_FLIGHT_TIMESTAMPhour_stampDEP_TIMEORIGIN_FLIGHT_TIMESTAMP_ACThour_stamp_act
5302015-01-01T12:30:00.000+00002015-01-01T12:00:00.000+00006232015-01-01T13:23:00.000+00002015-01-01T13:00:00.000+0000
5452015-01-01T12:45:00.000+00002015-01-01T12:00:00.000+00006582015-01-01T13:58:00.000+00002015-01-01T13:00:00.000+0000
5502015-01-01T12:50:00.000+00002015-01-01T12:00:00.000+00005502015-01-01T12:50:00.000+00002015-01-01T12:00:00.000+0000
6002015-01-01T13:00:00.000+00002015-01-01T13:00:00.000+00005522015-01-01T12:52:00.000+00002015-01-01T12:00:00.000+0000
6002015-01-01T13:00:00.000+00002015-01-01T13:00:00.000+00005492015-01-01T12:49:00.000+00002015-01-01T12:00:00.000+0000
6002015-01-01T13:00:00.000+00002015-01-01T13:00:00.000+00006012015-01-01T13:01:00.000+00002015-01-01T13:00:00.000+0000
6152015-01-01T13:15:00.000+00002015-01-01T13:00:00.000+00006132015-01-01T13:13:00.000+00002015-01-01T13:00:00.000+0000
6252015-01-01T13:25:00.000+00002015-01-01T13:00:00.000+00006252015-01-01T13:25:00.000+00002015-01-01T13:00:00.000+0000
6302015-01-01T13:30:00.000+00002015-01-01T13:00:00.000+00006342015-01-01T13:34:00.000+00002015-01-01T13:00:00.000+0000
6452015-01-01T13:45:00.000+00002015-01-01T13:00:00.000+00007112015-01-01T14:11:00.000+00002015-01-01T14:00:00.000+0000
7002015-01-01T14:00:00.000+00002015-01-01T14:00:00.000+00008022015-01-01T15:02:00.000+00002015-01-01T15:00:00.000+0000
7202015-01-01T14:20:00.000+00002015-01-01T14:00:00.000+00007172015-01-01T14:17:00.000+00002015-01-01T14:00:00.000+0000
7252015-01-01T14:25:00.000+00002015-01-01T14:00:00.000+00007182015-01-01T14:18:00.000+00002015-01-01T14:00:00.000+0000
7302015-01-01T14:30:00.000+00002015-01-01T14:00:00.000+00007242015-01-01T14:24:00.000+00002015-01-01T14:00:00.000+0000
7392015-01-01T14:39:00.000+00002015-01-01T14:00:00.000+00007342015-01-01T14:34:00.000+00002015-01-01T14:00:00.000+0000
7402015-01-01T14:40:00.000+00002015-01-01T14:00:00.000+00007402015-01-01T14:40:00.000+00002015-01-01T14:00:00.000+0000
7402015-01-01T14:40:00.000+00002015-01-01T14:00:00.000+00007362015-01-01T14:36:00.000+00002015-01-01T14:00:00.000+0000
7452015-01-01T14:45:00.000+00002015-01-01T14:00:00.000+00007402015-01-01T14:40:00.000+00002015-01-01T14:00:00.000+0000
7552015-01-01T14:55:00.000+00002015-01-01T14:00:00.000+00008132015-01-01T15:13:00.000+00002015-01-01T15:00:00.000+0000
7552015-01-01T14:55:00.000+00002015-01-01T14:00:00.000+00008102015-01-01T15:10:00.000+00002015-01-01T15:00:00.000+0000
7552015-01-01T14:55:00.000+00002015-01-01T14:00:00.000+00008062015-01-01T15:06:00.000+00002015-01-01T15:00:00.000+0000
7552015-01-01T14:55:00.000+00002015-01-01T14:00:00.000+00007562015-01-01T14:56:00.000+00002015-01-01T14:00:00.000+0000
7552015-01-01T14:55:00.000+00002015-01-01T14:00:00.000+00007542015-01-01T14:54:00.000+00002015-01-01T14:00:00.000+0000
7572015-01-01T14:57:00.000+00002015-01-01T14:00:00.000+00008062015-01-01T15:06:00.000+00002015-01-01T15:00:00.000+0000
7582015-01-01T14:58:00.000+00002015-01-01T14:00:00.000+00008162015-01-01T15:16:00.000+00002015-01-01T15:00:00.000+0000
7582015-01-01T14:58:00.000+00002015-01-01T14:00:00.000+00007562015-01-01T14:56:00.000+00002015-01-01T14:00:00.000+0000
7582015-01-01T14:58:00.000+00002015-01-01T14:00:00.000+00007582015-01-01T14:58:00.000+00002015-01-01T14:00:00.000+0000
7592015-01-01T14:59:00.000+00002015-01-01T14:00:00.000+00008352015-01-01T15:35:00.000+00002015-01-01T15:00:00.000+0000
8002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+00008002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+0000
8002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+00008002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+0000
8002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+00008592015-01-01T15:59:00.000+00002015-01-01T15:00:00.000+0000
8002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+00007582015-01-01T14:58:00.000+00002015-01-01T14:00:00.000+0000
8002015-01-01T15:00:00.000+00002015-01-01T15:00:00.000+00007542015-01-01T14:54:00.000+00002015-01-01T14:00:00.000+0000
8042015-01-01T15:04:00.000+00002015-01-01T15:00:00.000+00008052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+0000
8042015-01-01T15:04:00.000+00002015-01-01T15:00:00.000+00008212015-01-01T15:21:00.000+00002015-01-01T15:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00008032015-01-01T15:03:00.000+00002015-01-01T15:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00008012015-01-01T15:01:00.000+00002015-01-01T15:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00008362015-01-01T15:36:00.000+00002015-01-01T15:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00008412015-01-01T15:41:00.000+00002015-01-01T15:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00008152015-01-01T15:15:00.000+00002015-01-01T15:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00007562015-01-01T14:56:00.000+00002015-01-01T14:00:00.000+0000
8052015-01-01T15:05:00.000+00002015-01-01T15:00:00.000+00008062015-01-01T15:06:00.000+00002015-01-01T15:00:00.000+0000
8092015-01-01T15:09:00.000+00002015-01-01T15:00:00.000+00008012015-01-01T15:01:00.000+00002015-01-01T15:00:00.000+0000
8102015-01-01T15:10:00.000+00002015-01-01T15:00:00.000+00008042015-01-01T15:04:00.000+00002015-01-01T15:00:00.000+0000
8112015-01-01T15:11:00.000+00002015-01-01T15:00:00.000+00008242015-01-01T15:24:00.000+00002015-01-01T15:00:00.000+0000
8112015-01-01T15:11:00.000+00002015-01-01T15:00:00.000+00008112015-01-01T15:11:00.000+00002015-01-01T15:00:00.000+0000
8152015-01-01T15:15:00.000+00002015-01-01T15:00:00.000+00008182015-01-01T15:18:00.000+00002015-01-01T15:00:00.000+0000
8152015-01-01T15:15:00.000+00002015-01-01T15:00:00.000+00008072015-01-01T15:07:00.000+00002015-01-01T15:00:00.000+0000
8232015-01-01T15:23:00.000+00002015-01-01T15:00:00.000+00008302015-01-01T15:30:00.000+00002015-01-01T15:00:00.000+0000
8272015-01-01T15:27:00.000+00002015-01-01T15:00:00.000+00008252015-01-01T15:25:00.000+00002015-01-01T15:00:00.000+0000
8302015-01-01T15:30:00.000+00002015-01-01T15:00:00.000+00008252015-01-01T15:25:00.000+00002015-01-01T15:00:00.000+0000
8302015-01-01T15:30:00.000+00002015-01-01T15:00:00.000+00008232015-01-01T15:23:00.000+00002015-01-01T15:00:00.000+0000
8352015-01-01T15:35:00.000+00002015-01-01T15:00:00.000+00008292015-01-01T15:29:00.000+00002015-01-01T15:00:00.000+0000
8352015-01-01T15:35:00.000+00002015-01-01T15:00:00.000+00008342015-01-01T15:34:00.000+00002015-01-01T15:00:00.000+0000
8352015-01-01T15:35:00.000+00002015-01-01T15:00:00.000+00008372015-01-01T15:37:00.000+00002015-01-01T15:00:00.000+0000
8382015-01-01T15:38:00.000+00002015-01-01T15:00:00.000+00008322015-01-01T15:32:00.000+00002015-01-01T15:00:00.000+0000
8392015-01-01T15:39:00.000+00002015-01-01T15:00:00.000+00008582015-01-01T15:58:00.000+00002015-01-01T15:00:00.000+0000
8402015-01-01T15:40:00.000+00002015-01-01T15:00:00.000+00008352015-01-01T15:35:00.000+00002015-01-01T15:00:00.000+0000
8432015-01-01T15:43:00.000+00002015-01-01T15:00:00.000+00008412015-01-01T15:41:00.000+00002015-01-01T15:00:00.000+0000
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8552015-01-01T15:55:00.000+00002015-01-01T15:00:00.000+00008492015-01-01T15:49:00.000+00002015-01-01T15:00:00.000+0000
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8552015-01-01T15:55:00.000+00002015-01-01T15:00:00.000+00008502015-01-01T15:50:00.000+00002015-01-01T15:00:00.000+0000
9052015-01-01T16:05:00.000+00002015-01-01T16:00:00.000+00009032015-01-01T16:03:00.000+00002015-01-01T16:00:00.000+0000
9102015-01-01T16:10:00.000+00002015-01-01T16:00:00.000+00009072015-01-01T16:07:00.000+00002015-01-01T16:00:00.000+0000
9152015-01-01T16:15:00.000+00002015-01-01T16:00:00.000+00009242015-01-01T16:24:00.000+00002015-01-01T16:00:00.000+0000
9152015-01-01T16:15:00.000+00002015-01-01T16:00:00.000+00009132015-01-01T16:13:00.000+00002015-01-01T16:00:00.000+0000
9152015-01-01T16:15:00.000+00002015-01-01T16:00:00.000+00009322015-01-01T16:32:00.000+00002015-01-01T16:00:00.000+0000
9152015-01-01T16:15:00.000+00002015-01-01T16:00:00.000+00009112015-01-01T16:11:00.000+00002015-01-01T16:00:00.000+0000
9202015-01-01T16:20:00.000+00002015-01-01T16:00:00.000+000010282015-01-01T17:28:00.000+00002015-01-01T17:00:00.000+0000
9302015-01-01T16:30:00.000+00002015-01-01T16:00:00.000+00009402015-01-01T16:40:00.000+00002015-01-01T16:00:00.000+0000
9302015-01-01T16:30:00.000+00002015-01-01T16:00:00.000+00009322015-01-01T16:32:00.000+00002015-01-01T16:00:00.000+0000
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9552015-01-01T16:55:00.000+00002015-01-01T16:00:00.000+000010082015-01-01T17:08:00.000+00002015-01-01T17:00:00.000+0000
9552015-01-01T16:55:00.000+00002015-01-01T16:00:00.000+000012132015-01-01T19:13:00.000+00002015-01-01T19:00:00.000+0000
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9552015-01-01T16:55:00.000+00002015-01-01T16:00:00.000+000011032015-01-01T18:03:00.000+00002015-01-01T18:00:00.000+0000
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9562015-01-01T16:56:00.000+00002015-01-01T16:00:00.000+000010022015-01-01T17:02:00.000+00002015-01-01T17:00:00.000+0000
9572015-01-01T16:57:00.000+00002015-01-01T16:00:00.000+000011522015-01-01T18:52:00.000+00002015-01-01T18:00:00.000+0000
9572015-01-01T16:57:00.000+00002015-01-01T16:00:00.000+000010052015-01-01T17:05:00.000+00002015-01-01T17:00:00.000+0000
9572015-01-01T16:57:00.000+00002015-01-01T16:00:00.000+000010342015-01-01T17:34:00.000+00002015-01-01T17:00:00.000+0000
9582015-01-01T16:58:00.000+00002015-01-01T16:00:00.000+000010242015-01-01T17:24:00.000+00002015-01-01T17:00:00.000+0000
9582015-01-01T16:58:00.000+00002015-01-01T16:00:00.000+000010062015-01-01T17:06:00.000+00002015-01-01T17:00:00.000+0000
9582015-01-01T16:58:00.000+00002015-01-01T16:00:00.000+000010092015-01-01T17:09:00.000+00002015-01-01T17:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000010102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000010002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000012082015-01-01T19:08:00.000+00002015-01-01T19:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000010002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000010042015-01-01T17:04:00.000+00002015-01-01T17:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000012262015-01-01T19:26:00.000+00002015-01-01T19:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000010112015-01-01T17:11:00.000+00002015-01-01T17:00:00.000+0000
10002015-01-01T17:00:00.000+00002015-01-01T17:00:00.000+000010062015-01-01T17:06:00.000+00002015-01-01T17:00:00.000+0000
10032015-01-01T17:03:00.000+00002015-01-01T17:00:00.000+000010082015-01-01T17:08:00.000+00002015-01-01T17:00:00.000+0000
10032015-01-01T17:03:00.000+00002015-01-01T17:00:00.000+000010182015-01-01T17:18:00.000+00002015-01-01T17:00:00.000+0000
10032015-01-01T17:03:00.000+00002015-01-01T17:00:00.000+000010142015-01-01T17:14:00.000+00002015-01-01T17:00:00.000+0000
10042015-01-01T17:04:00.000+00002015-01-01T17:00:00.000+000010312015-01-01T17:31:00.000+00002015-01-01T17:00:00.000+0000
10052015-01-01T17:05:00.000+00002015-01-01T17:00:00.000+000010442015-01-01T17:44:00.000+00002015-01-01T17:00:00.000+0000
10052015-01-01T17:05:00.000+00002015-01-01T17:00:00.000+000010302015-01-01T17:30:00.000+00002015-01-01T17:00:00.000+0000
10062015-01-01T17:06:00.000+00002015-01-01T17:00:00.000+000010112015-01-01T17:11:00.000+00002015-01-01T17:00:00.000+0000
10072015-01-01T17:07:00.000+00002015-01-01T17:00:00.000+000010322015-01-01T17:32:00.000+00002015-01-01T17:00:00.000+0000
10082015-01-01T17:08:00.000+00002015-01-01T17:00:00.000+000010162015-01-01T17:16:00.000+00002015-01-01T17:00:00.000+0000
10082015-01-01T17:08:00.000+00002015-01-01T17:00:00.000+000010542015-01-01T17:54:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010082015-01-01T17:08:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010132015-01-01T17:13:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010112015-01-01T17:11:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010202015-01-01T17:20:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010132015-01-01T17:13:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000011202015-01-01T18:20:00.000+00002015-01-01T18:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010022015-01-01T17:02:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010142015-01-01T17:14:00.000+00002015-01-01T17:00:00.000+0000
10102015-01-01T17:10:00.000+00002015-01-01T17:00:00.000+000010062015-01-01T17:06:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010112015-01-01T17:11:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010212015-01-01T17:21:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010272015-01-01T17:27:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010112015-01-01T17:11:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010172015-01-01T17:17:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010122015-01-01T17:12:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010412015-01-01T17:41:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010132015-01-01T17:13:00.000+00002015-01-01T17:00:00.000+0000
10152015-01-01T17:15:00.000+00002015-01-01T17:00:00.000+000010252015-01-01T17:25:00.000+00002015-01-01T17:00:00.000+0000
10182015-01-01T17:18:00.000+00002015-01-01T17:00:00.000+000010232015-01-01T17:23:00.000+00002015-01-01T17:00:00.000+0000
10202015-01-01T17:20:00.000+00002015-01-01T17:00:00.000+000010312015-01-01T17:31:00.000+00002015-01-01T17:00:00.000+0000
10252015-01-01T17:25:00.000+00002015-01-01T17:00:00.000+000010182015-01-01T17:18:00.000+00002015-01-01T17:00:00.000+0000
10302015-01-01T17:30:00.000+00002015-01-01T17:00:00.000+000010582015-01-01T17:58:00.000+00002015-01-01T17:00:00.000+0000
10302015-01-01T17:30:00.000+00002015-01-01T17:00:00.000+000010332015-01-01T17:33:00.000+00002015-01-01T17:00:00.000+0000
10312015-01-01T17:31:00.000+00002015-01-01T17:00:00.000+000010362015-01-01T17:36:00.000+00002015-01-01T17:00:00.000+0000
10352015-01-01T17:35:00.000+00002015-01-01T17:00:00.000+000010332015-01-01T17:33:00.000+00002015-01-01T17:00:00.000+0000
10402015-01-01T17:40:00.000+00002015-01-01T17:00:00.000+000010422015-01-01T17:42:00.000+00002015-01-01T17:00:00.000+0000
10402015-01-01T17:40:00.000+00002015-01-01T17:00:00.000+000010442015-01-01T17:44:00.000+00002015-01-01T17:00:00.000+0000
10412015-01-01T17:41:00.000+00002015-01-01T17:00:00.000+000010482015-01-01T17:48:00.000+00002015-01-01T17:00:00.000+0000
10452015-01-01T17:45:00.000+00002015-01-01T17:00:00.000+000010422015-01-01T17:42:00.000+00002015-01-01T17:00:00.000+0000
10452015-01-01T17:45:00.000+00002015-01-01T17:00:00.000+000010352015-01-01T17:35:00.000+00002015-01-01T17:00:00.000+0000
10502015-01-01T17:50:00.000+00002015-01-01T17:00:00.000+000010572015-01-01T17:57:00.000+00002015-01-01T17:00:00.000+0000
10502015-01-01T17:50:00.000+00002015-01-01T17:00:00.000+000010432015-01-01T17:43:00.000+00002015-01-01T17:00:00.000+0000
10552015-01-01T17:55:00.000+00002015-01-01T17:00:00.000+000011042015-01-01T18:04:00.000+00002015-01-01T18:00:00.000+0000
10562015-01-01T17:56:00.000+00002015-01-01T17:00:00.000+000011382015-01-01T18:38:00.000+00002015-01-01T18:00:00.000+0000
11002015-01-01T18:00:00.000+00002015-01-01T18:00:00.000+000010582015-01-01T17:58:00.000+00002015-01-01T17:00:00.000+0000
11042015-01-01T18:04:00.000+00002015-01-01T18:00:00.000+000013262015-01-01T20:26:00.000+00002015-01-01T20:00:00.000+0000
11052015-01-01T18:05:00.000+00002015-01-01T18:00:00.000+000011242015-01-01T18:24:00.000+00002015-01-01T18:00:00.000+0000
11052015-01-01T18:05:00.000+00002015-01-01T18:00:00.000+000011212015-01-01T18:21:00.000+00002015-01-01T18:00:00.000+0000
11052015-01-01T18:05:00.000+00002015-01-01T18:00:00.000+000011172015-01-01T18:17:00.000+00002015-01-01T18:00:00.000+0000
11052015-01-01T18:05:00.000+00002015-01-01T18:00:00.000+000011392015-01-01T18:39:00.000+00002015-01-01T18:00:00.000+0000
11052015-01-01T18:05:00.000+00002015-01-01T18:00:00.000+000011262015-01-01T18:26:00.000+00002015-01-01T18:00:00.000+0000
11052015-01-01T18:05:00.000+00002015-01-01T18:00:00.000+000012112015-01-01T19:11:00.000+00002015-01-01T19:00:00.000+0000
11072015-01-01T18:07:00.000+00002015-01-01T18:00:00.000+000011152015-01-01T18:15:00.000+00002015-01-01T18:00:00.000+0000
11082015-01-01T18:08:00.000+00002015-01-01T18:00:00.000+000011142015-01-01T18:14:00.000+00002015-01-01T18:00:00.000+0000
11092015-01-01T18:09:00.000+00002015-01-01T18:00:00.000+000012312015-01-01T19:31:00.000+00002015-01-01T19:00:00.000+0000
11102015-01-01T18:10:00.000+00002015-01-01T18:00:00.000+000011002015-01-01T18:00:00.000+00002015-01-01T18:00:00.000+0000
11102015-01-01T18:10:00.000+00002015-01-01T18:00:00.000+000011132015-01-01T18:13:00.000+00002015-01-01T18:00:00.000+0000
11102015-01-01T18:10:00.000+00002015-01-01T18:00:00.000+000012192015-01-01T19:19:00.000+00002015-01-01T19:00:00.000+0000
11102015-01-01T18:10:00.000+00002015-01-01T18:00:00.000+000011122015-01-01T18:12:00.000+00002015-01-01T18:00:00.000+0000
11142015-01-01T18:14:00.000+00002015-01-01T18:00:00.000+000012152015-01-01T19:15:00.000+00002015-01-01T19:00:00.000+0000
11152015-01-01T18:15:00.000+00002015-01-01T18:00:00.000+000011182015-01-01T18:18:00.000+00002015-01-01T18:00:00.000+0000
11152015-01-01T18:15:00.000+00002015-01-01T18:00:00.000+000012282015-01-01T19:28:00.000+00002015-01-01T19:00:00.000+0000
11152015-01-01T18:15:00.000+00002015-01-01T18:00:00.000+000011422015-01-01T18:42:00.000+00002015-01-01T18:00:00.000+0000
11152015-01-01T18:15:00.000+00002015-01-01T18:00:00.000+000011452015-01-01T18:45:00.000+00002015-01-01T18:00:00.000+0000
11172015-01-01T18:17:00.000+00002015-01-01T18:00:00.000+000012012015-01-01T19:01:00.000+00002015-01-01T19:00:00.000+0000
11172015-01-01T18:17:00.000+00002015-01-01T18:00:00.000+000012152015-01-01T19:15:00.000+00002015-01-01T19:00:00.000+0000
11192015-01-01T18:19:00.000+00002015-01-01T18:00:00.000+000012552015-01-01T19:55:00.000+00002015-01-01T19:00:00.000+0000
11202015-01-01T18:20:00.000+00002015-01-01T18:00:00.000+000012272015-01-01T19:27:00.000+00002015-01-01T19:00:00.000+0000
11202015-01-01T18:20:00.000+00002015-01-01T18:00:00.000+000012162015-01-01T19:16:00.000+00002015-01-01T19:00:00.000+0000
11202015-01-01T18:20:00.000+00002015-01-01T18:00:00.000+000011322015-01-01T18:32:00.000+00002015-01-01T18:00:00.000+0000
11202015-01-01T18:20:00.000+00002015-01-01T18:00:00.000+000012282015-01-01T19:28:00.000+00002015-01-01T19:00:00.000+0000
11202015-01-01T18:20:00.000+00002015-01-01T18:00:00.000+000011412015-01-01T18:41:00.000+00002015-01-01T18:00:00.000+0000
11222015-01-01T18:22:00.000+00002015-01-01T18:00:00.000+000012022015-01-01T19:02:00.000+00002015-01-01T19:00:00.000+0000
11242015-01-01T18:24:00.000+00002015-01-01T18:00:00.000+000012342015-01-01T19:34:00.000+00002015-01-01T19:00:00.000+0000
11242015-01-01T18:24:00.000+00002015-01-01T18:00:00.000+000011382015-01-01T18:38:00.000+00002015-01-01T18:00:00.000+0000
11252015-01-01T18:25:00.000+00002015-01-01T18:00:00.000+000011582015-01-01T18:58:00.000+00002015-01-01T18:00:00.000+0000
11252015-01-01T18:25:00.000+00002015-01-01T18:00:00.000+000011472015-01-01T18:47:00.000+00002015-01-01T18:00:00.000+0000
11252015-01-01T18:25:00.000+00002015-01-01T18:00:00.000+000011292015-01-01T18:29:00.000+00002015-01-01T18:00:00.000+0000
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18502015-01-02T01:50:00.000+00002015-01-02T01:00:00.000+000019352015-01-02T02:35:00.000+00002015-01-02T02:00:00.000+0000
18512015-01-02T01:51:00.000+00002015-01-02T01:00:00.000+000021012015-01-02T04:01:00.000+00002015-01-02T04:00:00.000+0000
18512015-01-02T01:51:00.000+00002015-01-02T01:00:00.000+000019242015-01-02T02:24:00.000+00002015-01-02T02:00:00.000+0000
18522015-01-02T01:52:00.000+00002015-01-02T01:00:00.000+000020262015-01-02T03:26:00.000+00002015-01-02T03:00:00.000+0000
18532015-01-02T01:53:00.000+00002015-01-02T01:00:00.000+000019212015-01-02T02:21:00.000+00002015-01-02T02:00:00.000+0000
18552015-01-02T01:55:00.000+00002015-01-02T01:00:00.000+000020012015-01-02T03:01:00.000+00002015-01-02T03:00:00.000+0000
18552015-01-02T01:55:00.000+00002015-01-02T01:00:00.000+000020522015-01-02T03:52:00.000+00002015-01-02T03:00:00.000+0000
19002015-01-02T02:00:00.000+00002015-01-02T02:00:00.000+000020002015-01-02T03:00:00.000+00002015-01-02T03:00:00.000+0000
19012015-01-02T02:01:00.000+00002015-01-02T02:00:00.000+000019412015-01-02T02:41:00.000+00002015-01-02T02:00:00.000+0000
19032015-01-02T02:03:00.000+00002015-01-02T02:00:00.000+000020192015-01-02T03:19:00.000+00002015-01-02T03:00:00.000+0000
19042015-01-02T02:04:00.000+00002015-01-02T02:00:00.000+000019382015-01-02T02:38:00.000+00002015-01-02T02:00:00.000+0000
19052015-01-02T02:05:00.000+00002015-01-02T02:00:00.000+000020182015-01-02T03:18:00.000+00002015-01-02T03:00:00.000+0000
19072015-01-02T02:07:00.000+00002015-01-02T02:00:00.000+000019132015-01-02T02:13:00.000+00002015-01-02T02:00:00.000+0000
19082015-01-02T02:08:00.000+00002015-01-02T02:00:00.000+000019542015-01-02T02:54:00.000+00002015-01-02T02:00:00.000+0000
19102015-01-02T02:10:00.000+00002015-01-02T02:00:00.000+000020012015-01-02T03:01:00.000+00002015-01-02T03:00:00.000+0000
19132015-01-02T02:13:00.000+00002015-01-02T02:00:00.000+000020212015-01-02T03:21:00.000+00002015-01-02T03:00:00.000+0000
19202015-01-02T02:20:00.000+00002015-01-02T02:00:00.000+000020472015-01-02T03:47:00.000+00002015-01-02T03:00:00.000+0000
19202015-01-02T02:20:00.000+00002015-01-02T02:00:00.000+000021182015-01-02T04:18:00.000+00002015-01-02T04:00:00.000+0000
19202015-01-02T02:20:00.000+00002015-01-02T02:00:00.000+000020432015-01-02T03:43:00.000+00002015-01-02T03:00:00.000+0000
19302015-01-02T02:30:00.000+00002015-01-02T02:00:00.000+000020302015-01-02T03:30:00.000+00002015-01-02T03:00:00.000+0000
19302015-01-02T02:30:00.000+00002015-01-02T02:00:00.000+000020162015-01-02T03:16:00.000+00002015-01-02T03:00:00.000+0000
19302015-01-02T02:30:00.000+00002015-01-02T02:00:00.000+000020322015-01-02T03:32:00.000+00002015-01-02T03:00:00.000+0000
19302015-01-02T02:30:00.000+00002015-01-02T02:00:00.000+000020272015-01-02T03:27:00.000+00002015-01-02T03:00:00.000+0000
19302015-01-02T02:30:00.000+00002015-01-02T02:00:00.000+000020042015-01-02T03:04:00.000+00002015-01-02T03:00:00.000+0000
19302015-01-02T02:30:00.000+00002015-01-02T02:00:00.000+000020392015-01-02T03:39:00.000+00002015-01-02T03:00:00.000+0000
19352015-01-02T02:35:00.000+00002015-01-02T02:00:00.000+000021172015-01-02T04:17:00.000+00002015-01-02T04:00:00.000+0000
19352015-01-02T02:35:00.000+00002015-01-02T02:00:00.000+000020242015-01-02T03:24:00.000+00002015-01-02T03:00:00.000+0000
19352015-01-02T02:35:00.000+00002015-01-02T02:00:00.000+000020112015-01-02T03:11:00.000+00002015-01-02T03:00:00.000+0000
19352015-01-02T02:35:00.000+00002015-01-02T02:00:00.000+000020082015-01-02T03:08:00.000+00002015-01-02T03:00:00.000+0000
19352015-01-02T02:35:00.000+00002015-01-02T02:00:00.000+000021362015-01-02T04:36:00.000+00002015-01-02T04:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000021072015-01-02T04:07:00.000+00002015-01-02T04:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000021332015-01-02T04:33:00.000+00002015-01-02T04:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000019452015-01-02T02:45:00.000+00002015-01-02T02:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000021362015-01-02T04:36:00.000+00002015-01-02T04:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000020032015-01-02T03:03:00.000+00002015-01-02T03:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000019422015-01-02T02:42:00.000+00002015-01-02T02:00:00.000+0000
19402015-01-02T02:40:00.000+00002015-01-02T02:00:00.000+000020582015-01-02T03:58:00.000+00002015-01-02T03:00:00.000+0000
19412015-01-02T02:41:00.000+00002015-01-02T02:00:00.000+000020222015-01-02T03:22:00.000+00002015-01-02T03:00:00.000+0000
19422015-01-02T02:42:00.000+00002015-01-02T02:00:00.000+000021532015-01-02T04:53:00.000+00002015-01-02T04:00:00.000+0000
19422015-01-02T02:42:00.000+00002015-01-02T02:00:00.000+000021182015-01-02T04:18:00.000+00002015-01-02T04:00:00.000+0000
19452015-01-02T02:45:00.000+00002015-01-02T02:00:00.000+000020382015-01-02T03:38:00.000+00002015-01-02T03:00:00.000+0000
19452015-01-02T02:45:00.000+00002015-01-02T02:00:00.000+000020432015-01-02T03:43:00.000+00002015-01-02T03:00:00.000+0000
19452015-01-02T02:45:00.000+00002015-01-02T02:00:00.000+000019522015-01-02T02:52:00.000+00002015-01-02T02:00:00.000+0000
19452015-01-02T02:45:00.000+00002015-01-02T02:00:00.000+000020492015-01-02T03:49:00.000+00002015-01-02T03:00:00.000+0000
19452015-01-02T02:45:00.000+00002015-01-02T02:00:00.000+000020222015-01-02T03:22:00.000+00002015-01-02T03:00:00.000+0000
19462015-01-02T02:46:00.000+00002015-01-02T02:00:00.000+000020112015-01-02T03:11:00.000+00002015-01-02T03:00:00.000+0000
19462015-01-02T02:46:00.000+00002015-01-02T02:00:00.000+000019582015-01-02T02:58:00.000+00002015-01-02T02:00:00.000+0000
19492015-01-02T02:49:00.000+00002015-01-02T02:00:00.000+000021182015-01-02T04:18:00.000+00002015-01-02T04:00:00.000+0000
19502015-01-02T02:50:00.000+00002015-01-02T02:00:00.000+000020312015-01-02T03:31:00.000+00002015-01-02T03:00:00.000+0000
19502015-01-02T02:50:00.000+00002015-01-02T02:00:00.000+000021392015-01-02T04:39:00.000+00002015-01-02T04:00:00.000+0000
19502015-01-02T02:50:00.000+00002015-01-02T02:00:00.000+000021272015-01-02T04:27:00.000+00002015-01-02T04:00:00.000+0000
19502015-01-02T02:50:00.000+00002015-01-02T02:00:00.000+000021572015-01-02T04:57:00.000+00002015-01-02T04:00:00.000+0000
19522015-01-02T02:52:00.000+00002015-01-02T02:00:00.000+000021182015-01-02T04:18:00.000+00002015-01-02T04:00:00.000+0000
19522015-01-02T02:52:00.000+00002015-01-02T02:00:00.000+000020292015-01-02T03:29:00.000+00002015-01-02T03:00:00.000+0000
19552015-01-02T02:55:00.000+00002015-01-02T02:00:00.000+000020472015-01-02T03:47:00.000+00002015-01-02T03:00:00.000+0000
19552015-01-02T02:55:00.000+00002015-01-02T02:00:00.000+000020252015-01-02T03:25:00.000+00002015-01-02T03:00:00.000+0000
19552015-01-02T02:55:00.000+00002015-01-02T02:00:00.000+000020182015-01-02T03:18:00.000+00002015-01-02T03:00:00.000+0000
19552015-01-02T02:55:00.000+00002015-01-02T02:00:00.000+000020032015-01-02T03:03:00.000+00002015-01-02T03:00:00.000+0000
19552015-01-02T02:55:00.000+00002015-01-02T02:00:00.000+000020122015-01-02T03:12:00.000+00002015-01-02T03:00:00.000+0000
20002015-01-02T03:00:00.000+00002015-01-02T03:00:00.000+000020212015-01-02T03:21:00.000+00002015-01-02T03:00:00.000+0000
20002015-01-02T03:00:00.000+00002015-01-02T03:00:00.000+000021032015-01-02T04:03:00.000+00002015-01-02T04:00:00.000+0000
20002015-01-02T03:00:00.000+00002015-01-02T03:00:00.000+000020022015-01-02T03:02:00.000+00002015-01-02T03:00:00.000+0000
20002015-01-02T03:00:00.000+00002015-01-02T03:00:00.000+000021082015-01-02T04:08:00.000+00002015-01-02T04:00:00.000+0000
20022015-01-02T03:02:00.000+00002015-01-02T03:00:00.000+000021292015-01-02T04:29:00.000+00002015-01-02T04:00:00.000+0000
20052015-01-02T03:05:00.000+00002015-01-02T03:00:00.000+000021362015-01-02T04:36:00.000+00002015-01-02T04:00:00.000+0000
20052015-01-02T03:05:00.000+00002015-01-02T03:00:00.000+000021142015-01-02T04:14:00.000+00002015-01-02T04:00:00.000+0000
20052015-01-02T03:05:00.000+00002015-01-02T03:00:00.000+000021182015-01-02T04:18:00.000+00002015-01-02T04:00:00.000+0000
20102015-01-02T03:10:00.000+00002015-01-02T03:00:00.000+000021012015-01-02T04:01:00.000+00002015-01-02T04:00:00.000+0000
20252015-01-02T03:25:00.000+00002015-01-02T03:00:00.000+000020442015-01-02T03:44:00.000+00002015-01-02T03:00:00.000+0000
20252015-01-02T03:25:00.000+00002015-01-02T03:00:00.000+000021182015-01-02T04:18:00.000+00002015-01-02T04:00:00.000+0000
20302015-01-02T03:30:00.000+00002015-01-02T03:00:00.000+000021192015-01-02T04:19:00.000+00002015-01-02T04:00:00.000+0000
20342015-01-02T03:34:00.000+00002015-01-02T03:00:00.000+000021122015-01-02T04:12:00.000+00002015-01-02T04:00:00.000+0000
20352015-01-02T03:35:00.000+00002015-01-02T03:00:00.000+000021102015-01-02T04:10:00.000+00002015-01-02T04:00:00.000+0000
20352015-01-02T03:35:00.000+00002015-01-02T03:00:00.000+000020512015-01-02T03:51:00.000+00002015-01-02T03:00:00.000+0000
20402015-01-02T03:40:00.000+00002015-01-02T03:00:00.000+000021322015-01-02T04:32:00.000+00002015-01-02T04:00:00.000+0000
20402015-01-02T03:40:00.000+00002015-01-02T03:00:00.000+000021312015-01-02T04:31:00.000+00002015-01-02T04:00:00.000+0000
20402015-01-02T03:40:00.000+00002015-01-02T03:00:00.000+000021172015-01-02T04:17:00.000+00002015-01-02T04:00:00.000+0000
20452015-01-02T03:45:00.000+00002015-01-02T03:00:00.000+000020542015-01-02T03:54:00.000+00002015-01-02T03:00:00.000+0000
20502015-01-02T03:50:00.000+00002015-01-02T03:00:00.000+000022272015-01-02T05:27:00.000+00002015-01-02T05:00:00.000+0000
20512015-01-02T03:51:00.000+00002015-01-02T03:00:00.000+000021052015-01-02T04:05:00.000+00002015-01-02T04:00:00.000+0000
20552015-01-02T03:55:00.000+00002015-01-02T03:00:00.000+000022282015-01-02T05:28:00.000+00002015-01-02T05:00:00.000+0000
20582015-01-02T03:58:00.000+00002015-01-02T03:00:00.000+000021112015-01-02T04:11:00.000+00002015-01-02T04:00:00.000+0000
21002015-01-02T04:00:00.000+00002015-01-02T04:00:00.000+000021202015-01-02T04:20:00.000+00002015-01-02T04:00:00.000+0000
21052015-01-02T04:05:00.000+00002015-01-02T04:00:00.000+000022332015-01-02T05:33:00.000+00002015-01-02T05:00:00.000+0000
21052015-01-02T04:05:00.000+00002015-01-02T04:00:00.000+000021192015-01-02T04:19:00.000+00002015-01-02T04:00:00.000+0000
21102015-01-02T04:10:00.000+00002015-01-02T04:00:00.000+000021122015-01-02T04:12:00.000+00002015-01-02T04:00:00.000+0000
21202015-01-02T04:20:00.000+00002015-01-02T04:00:00.000+000021582015-01-02T04:58:00.000+00002015-01-02T04:00:00.000+0000
21252015-01-02T04:25:00.000+00002015-01-02T04:00:00.000+000021422015-01-02T04:42:00.000+00002015-01-02T04:00:00.000+0000
21302015-01-02T04:30:00.000+00002015-01-02T04:00:00.000+000022012015-01-02T05:01:00.000+00002015-01-02T05:00:00.000+0000
21302015-01-02T04:30:00.000+00002015-01-02T04:00:00.000+000021322015-01-02T04:32:00.000+00002015-01-02T04:00:00.000+0000
21302015-01-02T04:30:00.000+00002015-01-02T04:00:00.000+000022292015-01-02T05:29:00.000+00002015-01-02T05:00:00.000+0000
21302015-01-02T04:30:00.000+00002015-01-02T04:00:00.000+0000332015-01-01T07:33:00.000+00002015-01-01T07:00:00.000+0000
21352015-01-02T04:35:00.000+00002015-01-02T04:00:00.000+000023212015-01-02T06:21:00.000+00002015-01-02T06:00:00.000+0000
21352015-01-02T04:35:00.000+00002015-01-02T04:00:00.000+000021452015-01-02T04:45:00.000+00002015-01-02T04:00:00.000+0000
21402015-01-02T04:40:00.000+00002015-01-02T04:00:00.000+000022262015-01-02T05:26:00.000+00002015-01-02T05:00:00.000+0000
21502015-01-02T04:50:00.000+00002015-01-02T04:00:00.000+000022412015-01-02T05:41:00.000+00002015-01-02T05:00:00.000+0000
21502015-01-02T04:50:00.000+00002015-01-02T04:00:00.000+000022192015-01-02T05:19:00.000+00002015-01-02T05:00:00.000+0000
21502015-01-02T04:50:00.000+00002015-01-02T04:00:00.000+000022222015-01-02T05:22:00.000+00002015-01-02T05:00:00.000+0000
21552015-01-02T04:55:00.000+00002015-01-02T04:00:00.000+000022502015-01-02T05:50:00.000+00002015-01-02T05:00:00.000+0000
21552015-01-02T04:55:00.000+00002015-01-02T04:00:00.000+000022232015-01-02T05:23:00.000+00002015-01-02T05:00:00.000+0000
21552015-01-02T04:55:00.000+00002015-01-02T04:00:00.000+000022332015-01-02T05:33:00.000+00002015-01-02T05:00:00.000+0000
21552015-01-02T04:55:00.000+00002015-01-02T04:00:00.000+000023152015-01-02T06:15:00.000+00002015-01-02T06:00:00.000+0000
21552015-01-02T04:55:00.000+00002015-01-02T04:00:00.000+000023072015-01-02T06:07:00.000+00002015-01-02T06:00:00.000+0000
21552015-01-02T04:55:00.000+00002015-01-02T04:00:00.000+000022122015-01-02T05:12:00.000+00002015-01-02T05:00:00.000+0000
21562015-01-02T04:56:00.000+00002015-01-02T04:00:00.000+000022522015-01-02T05:52:00.000+00002015-01-02T05:00:00.000+0000
21562015-01-02T04:56:00.000+00002015-01-02T04:00:00.000+000022172015-01-02T05:17:00.000+00002015-01-02T05:00:00.000+0000
21562015-01-02T04:56:00.000+00002015-01-02T04:00:00.000+000022192015-01-02T05:19:00.000+00002015-01-02T05:00:00.000+0000
21572015-01-02T04:57:00.000+00002015-01-02T04:00:00.000+000023172015-01-02T06:17:00.000+00002015-01-02T06:00:00.000+0000
21572015-01-02T04:57:00.000+00002015-01-02T04:00:00.000+000022112015-01-02T05:11:00.000+00002015-01-02T05:00:00.000+0000
21592015-01-02T04:59:00.000+00002015-01-02T04:00:00.000+000022422015-01-02T05:42:00.000+00002015-01-02T05:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000022462015-01-02T05:46:00.000+00002015-01-02T05:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000022252015-01-02T05:25:00.000+00002015-01-02T05:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000023502015-01-02T06:50:00.000+00002015-01-02T06:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000022302015-01-02T05:30:00.000+00002015-01-02T05:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000022472015-01-02T05:47:00.000+00002015-01-02T05:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+0000142015-01-01T07:14:00.000+00002015-01-01T07:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000023172015-01-02T06:17:00.000+00002015-01-02T06:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000023092015-01-02T06:09:00.000+00002015-01-02T06:00:00.000+0000
22002015-01-02T05:00:00.000+00002015-01-02T05:00:00.000+000023282015-01-02T06:28:00.000+00002015-01-02T06:00:00.000+0000
22012015-01-02T05:01:00.000+00002015-01-02T05:00:00.000+000022112015-01-02T05:11:00.000+00002015-01-02T05:00:00.000+0000
22012015-01-02T05:01:00.000+00002015-01-02T05:00:00.000+000022492015-01-02T05:49:00.000+00002015-01-02T05:00:00.000+0000
22012015-01-02T05:01:00.000+00002015-01-02T05:00:00.000+000023002015-01-02T06:00:00.000+00002015-01-02T06:00:00.000+0000
22012015-01-02T05:01:00.000+00002015-01-02T05:00:00.000+000022252015-01-02T05:25:00.000+00002015-01-02T05:00:00.000+0000
22042015-01-02T05:04:00.000+00002015-01-02T05:00:00.000+000022412015-01-02T05:41:00.000+00002015-01-02T05:00:00.000+0000
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11082015-01-02T18:08:00.000+00002015-01-02T18:00:00.000+000011522015-01-02T18:52:00.000+00002015-01-02T18:00:00.000+0000
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11102015-01-02T18:10:00.000+00002015-01-02T18:00:00.000+000011262015-01-02T18:26:00.000+00002015-01-02T18:00:00.000+0000
11102015-01-02T18:10:00.000+00002015-01-02T18:00:00.000+000011412015-01-02T18:41:00.000+00002015-01-02T18:00:00.000+0000
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11152015-01-02T18:15:00.000+00002015-01-02T18:00:00.000+000011462015-01-02T18:46:00.000+00002015-01-02T18:00:00.000+0000
11172015-01-02T18:17:00.000+00002015-01-02T18:00:00.000+000012022015-01-02T19:02:00.000+00002015-01-02T19:00:00.000+0000
11172015-01-02T18:17:00.000+00002015-01-02T18:00:00.000+000012592015-01-02T19:59:00.000+00002015-01-02T19:00:00.000+0000
11202015-01-02T18:20:00.000+00002015-01-02T18:00:00.000+000011392015-01-02T18:39:00.000+00002015-01-02T18:00:00.000+0000
11202015-01-02T18:20:00.000+00002015-01-02T18:00:00.000+000011492015-01-02T18:49:00.000+00002015-01-02T18:00:00.000+0000
11202015-01-02T18:20:00.000+00002015-01-02T18:00:00.000+000012102015-01-02T19:10:00.000+00002015-01-02T19:00:00.000+0000
11202015-01-02T18:20:00.000+00002015-01-02T18:00:00.000+000012312015-01-02T19:31:00.000+00002015-01-02T19:00:00.000+0000
11202015-01-02T18:20:00.000+00002015-01-02T18:00:00.000+000011532015-01-02T18:53:00.000+00002015-01-02T18:00:00.000+0000
11202015-01-02T18:20:00.000+00002015-01-02T18:00:00.000+000011522015-01-02T18:52:00.000+00002015-01-02T18:00:00.000+0000
11222015-01-02T18:22:00.000+00002015-01-02T18:00:00.000+000011412015-01-02T18:41:00.000+00002015-01-02T18:00:00.000+0000
11222015-01-02T18:22:00.000+00002015-01-02T18:00:00.000+000012262015-01-02T19:26:00.000+00002015-01-02T19:00:00.000+0000
11222015-01-02T18:22:00.000+00002015-01-02T18:00:00.000+000011472015-01-02T18:47:00.000+00002015-01-02T18:00:00.000+0000
11222015-01-02T18:22:00.000+00002015-01-02T18:00:00.000+000011392015-01-02T18:39:00.000+00002015-01-02T18:00:00.000+0000
11242015-01-02T18:24:00.000+00002015-01-02T18:00:00.000+000011452015-01-02T18:45:00.000+00002015-01-02T18:00:00.000+0000
11252015-01-02T18:25:00.000+00002015-01-02T18:00:00.000+000012102015-01-02T19:10:00.000+00002015-01-02T19:00:00.000+0000
11252015-01-02T18:25:00.000+00002015-01-02T18:00:00.000+000011332015-01-02T18:33:00.000+00002015-01-02T18:00:00.000+0000
11252015-01-02T18:25:00.000+00002015-01-02T18:00:00.000+000012262015-01-02T19:26:00.000+00002015-01-02T19:00:00.000+0000
11252015-01-02T18:25:00.000+00002015-01-02T18:00:00.000+000011552015-01-02T18:55:00.000+00002015-01-02T18:00:00.000+0000
11272015-01-02T18:27:00.000+00002015-01-02T18:00:00.000+000012532015-01-02T19:53:00.000+00002015-01-02T19:00:00.000+0000
11272015-01-02T18:27:00.000+00002015-01-02T18:00:00.000+000012372015-01-02T19:37:00.000+00002015-01-02T19:00:00.000+0000
11292015-01-02T18:29:00.000+00002015-01-02T18:00:00.000+000011242015-01-02T18:24:00.000+00002015-01-02T18:00:00.000+0000
11302015-01-02T18:30:00.000+00002015-01-02T18:00:00.000+000013142015-01-02T20:14:00.000+00002015-01-02T20:00:00.000+0000
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15212015-01-02T22:21:00.000+00002015-01-02T22:00:00.000+000016052015-01-02T23:05:00.000+00002015-01-02T23:00:00.000+0000
15252015-01-02T22:25:00.000+00002015-01-02T22:00:00.000+000015542015-01-02T22:54:00.000+00002015-01-02T22:00:00.000+0000
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15282015-01-02T22:28:00.000+00002015-01-02T22:00:00.000+000015482015-01-02T22:48:00.000+00002015-01-02T22:00:00.000+0000
15282015-01-02T22:28:00.000+00002015-01-02T22:00:00.000+000015372015-01-02T22:37:00.000+00002015-01-02T22:00:00.000+0000
15282015-01-02T22:28:00.000+00002015-01-02T22:00:00.000+000017052015-01-03T00:05:00.000+00002015-01-03T00:00:00.000+0000
15282015-01-02T22:28:00.000+00002015-01-02T22:00:00.000+000016002015-01-02T23:00:00.000+00002015-01-02T23:00:00.000+0000
15302015-01-02T22:30:00.000+00002015-01-02T22:00:00.000+000018032015-01-03T01:03:00.000+00002015-01-03T01:00:00.000+0000
15312015-01-02T22:31:00.000+00002015-01-02T22:00:00.000+000015572015-01-02T22:57:00.000+00002015-01-02T22:00:00.000+0000
15312015-01-02T22:31:00.000+00002015-01-02T22:00:00.000+000015512015-01-02T22:51:00.000+00002015-01-02T22:00:00.000+0000
15352015-01-02T22:35:00.000+00002015-01-02T22:00:00.000+000015412015-01-02T22:41:00.000+00002015-01-02T22:00:00.000+0000
15372015-01-02T22:37:00.000+00002015-01-02T22:00:00.000+000015312015-01-02T22:31:00.000+00002015-01-02T22:00:00.000+0000
15372015-01-02T22:37:00.000+00002015-01-02T22:00:00.000+000016152015-01-02T23:15:00.000+00002015-01-02T23:00:00.000+0000
15372015-01-02T22:37:00.000+00002015-01-02T22:00:00.000+000016102015-01-02T23:10:00.000+00002015-01-02T23:00:00.000+0000
15382015-01-02T22:38:00.000+00002015-01-02T22:00:00.000+000015372015-01-02T22:37:00.000+00002015-01-02T22:00:00.000+0000
15402015-01-02T22:40:00.000+00002015-01-02T22:00:00.000+000015502015-01-02T22:50:00.000+00002015-01-02T22:00:00.000+0000
15402015-01-02T22:40:00.000+00002015-01-02T22:00:00.000+000015362015-01-02T22:36:00.000+00002015-01-02T22:00:00.000+0000
15402015-01-02T22:40:00.000+00002015-01-02T22:00:00.000+000015532015-01-02T22:53:00.000+00002015-01-02T22:00:00.000+0000
15442015-01-02T22:44:00.000+00002015-01-02T22:00:00.000+000018092015-01-03T01:09:00.000+00002015-01-03T01:00:00.000+0000
15452015-01-02T22:45:00.000+00002015-01-02T22:00:00.000+000015582015-01-02T22:58:00.000+00002015-01-02T22:00:00.000+0000
15452015-01-02T22:45:00.000+00002015-01-02T22:00:00.000+000016132015-01-02T23:13:00.000+00002015-01-02T23:00:00.000+0000
15452015-01-02T22:45:00.000+00002015-01-02T22:00:00.000+000015512015-01-02T22:51:00.000+00002015-01-02T22:00:00.000+0000
15452015-01-02T22:45:00.000+00002015-01-02T22:00:00.000+000015422015-01-02T22:42:00.000+00002015-01-02T22:00:00.000+0000
15482015-01-02T22:48:00.000+00002015-01-02T22:00:00.000+000016572015-01-02T23:57:00.000+00002015-01-02T23:00:00.000+0000
15492015-01-02T22:49:00.000+00002015-01-02T22:00:00.000+000015562015-01-02T22:56:00.000+00002015-01-02T22:00:00.000+0000
15502015-01-02T22:50:00.000+00002015-01-02T22:00:00.000+000016202015-01-02T23:20:00.000+00002015-01-02T23:00:00.000+0000
15502015-01-02T22:50:00.000+00002015-01-02T22:00:00.000+000015492015-01-02T22:49:00.000+00002015-01-02T22:00:00.000+0000
15532015-01-02T22:53:00.000+00002015-01-02T22:00:00.000+000015522015-01-02T22:52:00.000+00002015-01-02T22:00:00.000+0000
15532015-01-02T22:53:00.000+00002015-01-02T22:00:00.000+000015532015-01-02T22:53:00.000+00002015-01-02T22:00:00.000+0000
15552015-01-02T22:55:00.000+00002015-01-02T22:00:00.000+000016382015-01-02T23:38:00.000+00002015-01-02T23:00:00.000+0000
15552015-01-02T22:55:00.000+00002015-01-02T22:00:00.000+000015562015-01-02T22:56:00.000+00002015-01-02T22:00:00.000+0000
15562015-01-02T22:56:00.000+00002015-01-02T22:00:00.000+000016252015-01-02T23:25:00.000+00002015-01-02T23:00:00.000+0000
15582015-01-02T22:58:00.000+00002015-01-02T22:00:00.000+000017312015-01-03T00:31:00.000+00002015-01-03T00:00:00.000+0000
15592015-01-02T22:59:00.000+00002015-01-02T22:00:00.000+000017112015-01-03T00:11:00.000+00002015-01-03T00:00:00.000+0000
15592015-01-02T22:59:00.000+00002015-01-02T22:00:00.000+000016032015-01-02T23:03:00.000+00002015-01-02T23:00:00.000+0000
16002015-01-02T23:00:00.000+00002015-01-02T23:00:00.000+000016592015-01-02T23:59:00.000+00002015-01-02T23:00:00.000+0000
16052015-01-02T23:05:00.000+00002015-01-02T23:00:00.000+000016222015-01-02T23:22:00.000+00002015-01-02T23:00:00.000+0000
16052015-01-02T23:05:00.000+00002015-01-02T23:00:00.000+000016042015-01-02T23:04:00.000+00002015-01-02T23:00:00.000+0000
16052015-01-02T23:05:00.000+00002015-01-02T23:00:00.000+000015592015-01-02T22:59:00.000+00002015-01-02T22:00:00.000+0000
16102015-01-02T23:10:00.000+00002015-01-02T23:00:00.000+000016582015-01-02T23:58:00.000+00002015-01-02T23:00:00.000+0000
16102015-01-02T23:10:00.000+00002015-01-02T23:00:00.000+000017162015-01-03T00:16:00.000+00002015-01-03T00:00:00.000+0000
16152015-01-02T23:15:00.000+00002015-01-02T23:00:00.000+000016142015-01-02T23:14:00.000+00002015-01-02T23:00:00.000+0000
16202015-01-02T23:20:00.000+00002015-01-02T23:00:00.000+000016232015-01-02T23:23:00.000+00002015-01-02T23:00:00.000+0000
16252015-01-02T23:25:00.000+00002015-01-02T23:00:00.000+000017282015-01-03T00:28:00.000+00002015-01-03T00:00:00.000+0000
16322015-01-02T23:32:00.000+00002015-01-02T23:00:00.000+000017122015-01-03T00:12:00.000+00002015-01-03T00:00:00.000+0000
16402015-01-02T23:40:00.000+00002015-01-02T23:00:00.000+000016542015-01-02T23:54:00.000+00002015-01-02T23:00:00.000+0000
16402015-01-02T23:40:00.000+00002015-01-02T23:00:00.000+000016472015-01-02T23:47:00.000+00002015-01-02T23:00:00.000+0000
16432015-01-02T23:43:00.000+00002015-01-02T23:00:00.000+000016542015-01-02T23:54:00.000+00002015-01-02T23:00:00.000+0000
16452015-01-02T23:45:00.000+00002015-01-02T23:00:00.000+000017182015-01-03T00:18:00.000+00002015-01-03T00:00:00.000+0000
16472015-01-02T23:47:00.000+00002015-01-02T23:00:00.000+000017092015-01-03T00:09:00.000+00002015-01-03T00:00:00.000+0000
16502015-01-02T23:50:00.000+00002015-01-02T23:00:00.000+000016582015-01-02T23:58:00.000+00002015-01-02T23:00:00.000+0000
16552015-01-02T23:55:00.000+00002015-01-02T23:00:00.000+000017512015-01-03T00:51:00.000+00002015-01-03T00:00:00.000+0000
16552015-01-02T23:55:00.000+00002015-01-02T23:00:00.000+000017282015-01-03T00:28:00.000+00002015-01-03T00:00:00.000+0000
16562015-01-02T23:56:00.000+00002015-01-02T23:00:00.000+000017102015-01-03T00:10:00.000+00002015-01-03T00:00:00.000+0000
16572015-01-02T23:57:00.000+00002015-01-02T23:00:00.000+000016562015-01-02T23:56:00.000+00002015-01-02T23:00:00.000+0000
16582015-01-02T23:58:00.000+00002015-01-02T23:00:00.000+000018022015-01-03T01:02:00.000+00002015-01-03T01:00:00.000+0000
17102015-01-03T00:10:00.000+00002015-01-03T00:00:00.000+000018342015-01-03T01:34:00.000+00002015-01-03T01:00:00.000+0000
17102015-01-03T00:10:00.000+00002015-01-03T00:00:00.000+000017232015-01-03T00:23:00.000+00002015-01-03T00:00:00.000+0000
17152015-01-03T00:15:00.000+00002015-01-03T00:00:00.000+000018492015-01-03T01:49:00.000+00002015-01-03T01:00:00.000+0000
17152015-01-03T00:15:00.000+00002015-01-03T00:00:00.000+000018342015-01-03T01:34:00.000+00002015-01-03T01:00:00.000+0000
17152015-01-03T00:15:00.000+00002015-01-03T00:00:00.000+000018242015-01-03T01:24:00.000+00002015-01-03T01:00:00.000+0000
17192015-01-03T00:19:00.000+00002015-01-03T00:00:00.000+000018012015-01-03T01:01:00.000+00002015-01-03T01:00:00.000+0000
17202015-01-03T00:20:00.000+00002015-01-03T00:00:00.000+000018142015-01-03T01:14:00.000+00002015-01-03T01:00:00.000+0000
17202015-01-03T00:20:00.000+00002015-01-03T00:00:00.000+000017262015-01-03T00:26:00.000+00002015-01-03T00:00:00.000+0000
17202015-01-03T00:20:00.000+00002015-01-03T00:00:00.000+000018042015-01-03T01:04:00.000+00002015-01-03T01:00:00.000+0000
17212015-01-03T00:21:00.000+00002015-01-03T00:00:00.000+000017392015-01-03T00:39:00.000+00002015-01-03T00:00:00.000+0000
17222015-01-03T00:22:00.000+00002015-01-03T00:00:00.000+000017342015-01-03T00:34:00.000+00002015-01-03T00:00:00.000+0000
17252015-01-03T00:25:00.000+00002015-01-03T00:00:00.000+000017432015-01-03T00:43:00.000+00002015-01-03T00:00:00.000+0000
17252015-01-03T00:25:00.000+00002015-01-03T00:00:00.000+000017422015-01-03T00:42:00.000+00002015-01-03T00:00:00.000+0000
17262015-01-03T00:26:00.000+00002015-01-03T00:00:00.000+000017242015-01-03T00:24:00.000+00002015-01-03T00:00:00.000+0000
17282015-01-03T00:28:00.000+00002015-01-03T00:00:00.000+000017452015-01-03T00:45:00.000+00002015-01-03T00:00:00.000+0000
17312015-01-03T00:31:00.000+00002015-01-03T00:00:00.000+000017332015-01-03T00:33:00.000+00002015-01-03T00:00:00.000+0000
17342015-01-03T00:34:00.000+00002015-01-03T00:00:00.000+000017372015-01-03T00:37:00.000+00002015-01-03T00:00:00.000+0000
17352015-01-03T00:35:00.000+00002015-01-03T00:00:00.000+000017422015-01-03T00:42:00.000+00002015-01-03T00:00:00.000+0000
17352015-01-03T00:35:00.000+00002015-01-03T00:00:00.000+000020272015-01-03T03:27:00.000+00002015-01-03T03:00:00.000+0000
17362015-01-03T00:36:00.000+00002015-01-03T00:00:00.000+000018222015-01-03T01:22:00.000+00002015-01-03T01:00:00.000+0000
17362015-01-03T00:36:00.000+00002015-01-03T00:00:00.000+000017492015-01-03T00:49:00.000+00002015-01-03T00:00:00.000+0000
17362015-01-03T00:36:00.000+00002015-01-03T00:00:00.000+000018062015-01-03T01:06:00.000+00002015-01-03T01:00:00.000+0000
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Showing the first 1000 rows.
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pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month, date_trunc\n","\n","dataset = dataset.withColumn('hour_stamp', date_trunc('hour', dataset.ORIGIN_FLIGHT_TIMESTAMP)) \n","dataset = dataset.withColumn('hour_stamp_act', date_trunc('hour', dataset.ORIGIN_FLIGHT_TIMESTAMP_ACT)) \n","\n","#dataset = dataset.filter((year(dataset.ORIGIN_FLIGHT_TIMESTAMP) == 2018) & (month(dataset.ORIGIN_FLIGHT_TIMESTAMP) == 7))\n","\n","dataset.cache().count()\n","display(dataset.select('CRS_DEP_TIME', 'ORIGIN_FLIGHT_TIMESTAMP','hour_stamp',\"DEP_TIME\" ,\"ORIGIN_FLIGHT_TIMESTAMP_ACT\",'hour_stamp_act'))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9f22285d-6455-47e8-911a-4f545b52668d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampNs
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2015-01-21T22:00:00.000+00001017
2015-02-26T13:00:00.000+0000795
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2015-05-17T16:00:00.000+0000902
2015-05-26T01:00:00.000+0000622
2015-05-29T05:00:00.000+0000159
2015-06-07T12:00:00.000+0000857
2015-06-13T20:00:00.000+0000951
2015-06-22T23:00:00.000+00001047
2015-06-23T19:00:00.000+00001007
2015-06-27T02:00:00.000+0000567
2015-06-30T23:00:00.000+00001007
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2015-07-31T03:00:00.000+0000329
2015-08-11T02:00:00.000+0000568
2015-08-15T04:00:00.000+0000200
2015-10-10T00:00:00.000+0000905
2015-10-13T14:00:00.000+0000998
2015-10-31T19:00:00.000+0000705
2015-11-01T13:00:00.000+0000751
2015-11-03T20:00:00.000+0000948
2015-11-17T05:00:00.000+0000154
2015-11-25T22:00:00.000+00001021
2015-12-10T02:00:00.000+0000603
2015-12-13T03:00:00.000+0000290
2015-12-15T21:00:00.000+0000966
2015-12-19T06:00:00.000+0000155
2015-12-20T20:00:00.000+0000923
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2016-01-28T13:00:00.000+0000856
2016-02-12T15:00:00.000+0000928
2016-02-22T14:00:00.000+0000902
2016-03-11T00:00:00.000+0000954
2016-03-13T00:00:00.000+0000771
2016-04-18T23:00:00.000+0000929
2016-04-23T04:00:00.000+0000205
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2016-05-21T01:00:00.000+0000652
2016-05-31T03:00:00.000+0000288
2016-06-13T12:00:00.000+0000937
2016-06-20T07:00:00.000+000073
2016-06-26T06:00:00.000+0000117
2016-08-22T18:00:00.000+0000958
2016-08-25T17:00:00.000+00001016
2016-08-25T23:00:00.000+00001026
2016-09-17T16:00:00.000+0000841
2016-09-29T01:00:00.000+0000630
2016-10-07T06:00:00.000+000097
2016-10-13T05:00:00.000+0000112
2016-10-23T02:00:00.000+0000306
2016-11-18T05:00:00.000+0000193
2016-12-24T00:00:00.000+0000947
2016-12-24T04:00:00.000+0000326
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2017-01-11T08:00:00.000+000039
2017-01-21T22:00:00.000+0000728
2017-02-09T07:00:00.000+000060
2017-02-09T22:00:00.000+0000837
2017-02-16T05:00:00.000+0000159
2017-02-23T18:00:00.000+0000962
2017-02-26T13:00:00.000+0000728
2017-03-12T13:00:00.000+0000921
2017-04-06T14:00:00.000+0000830
2017-04-21T17:00:00.000+00001009
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2017-06-15T06:00:00.000+0000110
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2017-06-26T07:00:00.000+000084
2017-07-06T05:00:00.000+0000176
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2017-07-14T21:00:00.000+0000981
2017-07-21T05:00:00.000+0000188
2017-08-14T03:00:00.000+0000362
2017-08-15T22:00:00.000+0000980
2017-08-18T21:00:00.000+0000998
2017-08-22T15:00:00.000+0000993
2017-09-07T23:00:00.000+0000941
2017-09-22T01:00:00.000+0000693
2017-10-19T03:00:00.000+0000275
2017-10-28T14:00:00.000+0000815
2017-10-31T01:00:00.000+0000643
2017-11-09T14:00:00.000+0000978
2017-12-06T06:00:00.000+0000116
2017-12-21T01:00:00.000+0000819
2017-12-22T06:00:00.000+0000195
2017-12-31T08:00:00.000+000069
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2017-08-05T23:00:00.000+0000853
2017-09-07T17:00:00.000+00001012
2017-09-27T04:00:00.000+0000179
2017-10-07T07:00:00.000+000051
2017-10-08T02:00:00.000+0000337
2017-10-09T07:00:00.000+000053
2017-10-11T06:00:00.000+000098
2017-10-18T12:00:00.000+0000939
2017-10-24T23:00:00.000+0000911
2017-10-28T07:00:00.000+000050
Showing the first 1000 rows.
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Crowededness of the airpor at time t\n","# HERE 2\n","Ns_df =dataset.groupBy(\"hour_stamp\").count()\n","N_df = dataset.groupBy(\"hour_stamp_act\").count()\n","Ns_df = Ns_df.withColumnRenamed(\"count\",'Ns')\n","N_df = N_df.withColumnRenamed(\"count\",'N')\n","N_df = N_df.withColumnRenamed(\"hour_stamp_act\",'hour_stamp')\n","N_df.cache().count()\n","Ns_df.cache().count()\n","\n","display(Ns_df)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a372e602-d313-4815-9391-f1704249267a","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[105]: (datetime.datetime(2015, 1, 1, 10, 0), datetime.datetime(2022, 1, 1, 9, 0))"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[105]: (datetime.datetime(2015, 1, 1, 10, 0), datetime.datetime(2022, 1, 1, 9, 0))","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["min_date, max_date = dataset.select(min(\"hour_stamp\"), max(\"hour_stamp\")).first()\n","min_date, max_date"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"dd173d77-1b74-4510-b1b2-b117e4d79be7","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampN
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a time series\n","from pyspark.sql.functions import col\n","from pyspark.sql import SparkSession\n","\n","def generate_series(start, stop, interval):\n"," \"\"\"\n"," :param start - lower bound, inclusive\n"," :param stop - upper bound, exclusive\n"," :interval int - increment interval in seconds\n"," \"\"\"\n"," spark = SparkSession.builder.getOrCreate()\n"," # Determine start and stops in epoch seconds\n"," start, stop = spark.createDataFrame(\n"," [(start, stop)], (\"start\", \"stop\")\n"," ).select(\n"," [col(c).cast(\"timestamp\").cast(\"long\") for c in (\"start\", \"stop\")\n"," ]).first()\n"," # Create range with increments and cast to timestamp\n"," return spark.range(start, stop, interval).select(\n"," col(\"id\").cast(\"timestamp\").alias(\"hour_stamp\")\n"," )\n","\n","df_time = generate_series(\"2015-01-01T10:00:00.000+0000\", \"2022-01-01T10:00:00.000+0000\", 60 * 60) # By hour\n","#df_time = df_time.join(Ns_df, \"hour_stamp\",'left')\n","df_time = df_time.join(N_df, \"hour_stamp\",'left')\n","df_time.cache().count()\n","\n","display(df_time)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4085b6a9-7ee8-4e46-a5a0-9a06933fcb00","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["N1h_sum\n","N2h_sum\n","N3h_sum\n","N4h_sum\n","N5h_sum\n","N6h_sum\n","N7h_sum\n","N8h_sum\n","N9h_sum\n","N10h_sum\n","N11h_sum\n","N12h_sum\n","Out[107]: 61368"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"N1h_sum\nN2h_sum\nN3h_sum\nN4h_sum\nN5h_sum\nN6h_sum\nN7h_sum\nN8h_sum\nN9h_sum\nN10h_sum\nN11h_sum\nN12h_sum\nOut[107]: 61368","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# do the time intervals here\n","from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month, date_trunc, expr\n","from pyspark.sql.window import Window\n","47\n","hours = lambda i: i * 3600\n","\n","#windowSpec = Window.orderBy(col(\"hour_stamp\").cast('long')).rangeBetween(-hours(13), -hours(2))\n","\n","for i in range(3,15):\n"," print('N'+ str(i-2) +'h_sum')\n","\n"," \n","# redo with hour_stamp for schedule flights\n"," windowSpec_act = Window.orderBy(col(\"hour_stamp\").cast('long')).rangeBetween(-hours(i), -hours(3))\n"," df_time = df_time.withColumn('N'+ str(i-2) +'h_sum', sum(\"N\").over(windowSpec_act)) \n","\n","df_time.cache().count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"73a0b6db-2b09-4a34-8828-0e46eddec47e","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampORIGINQ
2018-08-11T18:00:00.000+0000ATL50
2018-08-12T12:00:00.000+0000ATL81
2018-08-21T18:00:00.000+0000ATL54
2018-08-26T12:00:00.000+0000ATL63
2018-08-30T11:00:00.000+0000ATL34
2018-09-11T00:00:00.000+0000ATL56
2018-09-12T09:00:00.000+0000ATL8
2018-09-13T15:00:00.000+0000ATL49
2018-09-15T11:00:00.000+0000ATL12
2018-09-21T23:00:00.000+0000ATL77
2018-10-05T20:00:00.000+0000ATL69
2015-01-01T14:00:00.000+0000FLL15
2015-01-15T18:00:00.000+0000FLL10
2015-01-17T12:00:00.000+0000FLL17
2015-02-07T16:00:00.000+0000FLL19
2015-02-13T01:00:00.000+0000FLL19
2015-02-11T23:00:00.000+0000FNT1
2015-05-13T23:00:00.000+0000FNT1
2015-07-06T16:00:00.000+0000FNT1
2016-12-23T01:00:00.000+0000PIH1
2018-11-10T22:00:00.000+0000PIH1
2020-05-22T14:00:00.000+0000PIH1
2021-01-04T13:00:00.000+0000YKM1
2021-04-17T12:00:00.000+0000YKM1
2021-05-28T00:00:00.000+0000YKM1
2021-06-19T12:00:00.000+0000YKM1
2018-10-15T23:00:00.000+0000ATL71
2018-10-26T21:00:00.000+0000ATL57
2018-11-05T20:00:00.000+0000ATL82
2018-11-05T21:00:00.000+0000ATL69
2018-11-17T13:00:00.000+0000ATL60
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17-07-10T14:00:00.000+0000","SEA",40],["2017-07-27T22:00:00.000+0000","SEA",32],["2017-07-30T18:00:00.000+0000","SEA",34],["2017-08-04T01:00:00.000+0000","SEA",17],["2017-08-12T22:00:00.000+0000","SEA",26],["2017-08-18T00:00:00.000+0000","SEA",32],["2017-08-30T11:00:00.000+0000","SEA",1],["2017-08-30T17:00:00.000+0000","SEA",30],["2017-09-14T13:00:00.000+0000","SEA",17],["2017-10-07T20:00:00.000+0000","SEA",17],["2017-10-08T18:00:00.000+0000","SEA",23],["2017-10-29T18:00:00.000+0000","SEA",16],["2017-11-04T13:00:00.000+0000","SEA",20],["2017-11-29T05:00:00.000+0000","SEA",12],["2017-12-01T22:00:00.000+0000","SEA",14],["2017-12-27T00:00:00.000+0000","SEA",14],["2018-01-04T12:00:00.000+0000","SEA",3],["2018-01-08T14:00:00.000+0000","SEA",24],["2018-01-09T15:00:00.000+0000","SEA",30],["2018-01-29T08:00:00.000+0000","SEA",6],["2018-02-04T08:00:00.000+0000","SEA",2],["2018-02-10T03:00:00.000+0000","SEA",20],["2018-04-01T06:00:00.000+0000","SEA",10],["2018-03-31T19:00:00.000+0000","SEA",16],["2018-04-01T22:00:00.000+0000","SEA",28],["2018-04-03T11:00:00.000+0000","SEA",2],["2018-04-09T11:00:00.000+0000","SEA",2],["2018-04-30T07:00:00.000+0000","SEA",6],["2018-05-20T20:00:00.000+0000","SEA",20],["2018-06-21T03:00:00.000+0000","SEA",13],["2018-06-22T03:00:00.000+0000","SEA",11],["2018-07-07T04:00:00.000+0000","SEA",26],["2018-07-10T17:00:00.000+0000","SEA",21],["2018-07-25T00:00:00.000+0000","SEA",29],["2018-08-11T07:00:00.000+0000","SEA",6],["2018-08-23T01:00:00.000+0000","SEA",23],["2018-08-23T17:00:00.000+0000","SEA",23],["2018-08-24T22:00:00.000+0000","SEA",27],["2018-09-10T16:00:00.000+0000","SEA",28],["2018-10-05T22:00:00.000+0000","SEA",26],["2018-10-06T17:00:00.000+0000","SEA",17],["2018-10-14T20:00:00.000+0000","SEA",27],["2018-11-05T23:00:00.000+0000","SEA",27],["2018-11-17T17:00:00.000+0000","SEA",28]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"Q","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["# scheduled and actual operations of the airpor at time t\n","Qs_df =dataset.groupBy(\"hour_stamp\", \"ORIGIN\").count()\n","Q_df = dataset.groupBy(\"hour_stamp_act\", \"ORIGIN\").count()\n","Qs_df = Qs_df.withColumnRenamed(\"count\",'Qs')\n","Q_df = Q_df.withColumnRenamed(\"count\",'Q')\n","Q_df = Q_df.withColumnRenamed(\"hour_stamp_act\",'hour_stamp')\n","#display(w2.filter((col(\"hour_stamp\")=='2018-07-08T15:00:00.000+0000')|(col(\"hour_stamp\")=='2018-07-08T16:00:00.000+0000')|\\\n","# (col(\"hour_stamp\")=='2018-07-08T17:00:00.000+0000')) )\n","Q_df.cache().count()\n","Qs_df.cache().count()\n","display(Q_df)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"68da3a97-d16a-4865-993d-2133714b99fe","showTitle":false,"title":""}},"outputs":[],"source":["list_cities = Qs_df.select(\"ORIGIN\").distinct().rdd.flatMap(lambda x: x).collect()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3961e01d-21f0-412c-9853-643af20d3003","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampORIGIN
2015-01-01T10:00:00.000+0000BGM
2015-01-01T11:00:00.000+0000BGM
2015-01-01T12:00:00.000+0000BGM
2015-01-01T13:00:00.000+0000BGM
2015-01-01T14:00:00.000+0000BGM
2015-01-01T15:00:00.000+0000BGM
2015-01-01T16:00:00.000+0000BGM
2015-01-01T17:00:00.000+0000BGM
2015-01-01T18:00:00.000+0000BGM
2015-01-01T19:00:00.000+0000BGM
2015-01-01T20:00:00.000+0000BGM
2015-01-01T21:00:00.000+0000BGM
2015-01-01T22:00:00.000+0000BGM
2015-01-01T23:00:00.000+0000BGM
2015-01-02T00:00:00.000+0000BGM
2015-01-02T01:00:00.000+0000BGM
2015-01-02T02:00:00.000+0000BGM
2015-01-02T03:00:00.000+0000BGM
2015-01-02T04:00:00.000+0000BGM
2015-01-02T05:00:00.000+0000BGM
2015-01-02T06:00:00.000+0000BGM
2015-01-02T07:00:00.000+0000BGM
2015-01-02T08:00:00.000+0000BGM
2015-01-02T09:00:00.000+0000BGM
2015-01-02T10:00:00.000+0000BGM
2015-01-02T11:00:00.000+0000BGM
2015-01-02T12:00:00.000+0000BGM
2015-01-02T13:00:00.000+0000BGM
2015-01-02T14:00:00.000+0000BGM
2015-01-02T15:00:00.000+0000BGM
2015-01-02T16:00:00.000+0000BGM
2015-01-02T17:00:00.000+0000BGM
2015-01-02T18:00:00.000+0000BGM
2015-01-02T19:00:00.000+0000BGM
2015-01-02T20:00:00.000+0000BGM
2015-01-02T21:00:00.000+0000BGM
2015-01-02T22:00:00.000+0000BGM
2015-01-02T23:00:00.000+0000BGM
2015-01-03T00:00:00.000+0000BGM
2015-01-03T01:00:00.000+0000BGM
2015-01-03T02:00:00.000+0000BGM
2015-01-03T03:00:00.000+0000BGM
2015-01-03T04:00:00.000+0000BGM
2015-01-03T05:00:00.000+0000BGM
2015-01-03T06:00:00.000+0000BGM
2015-01-03T07:00:00.000+0000BGM
2015-01-03T08:00:00.000+0000BGM
2015-01-03T09:00:00.000+0000BGM
2015-01-03T10:00:00.000+0000BGM
2015-01-03T11:00:00.000+0000BGM
2015-01-03T12:00:00.000+0000BGM
2015-01-03T13:00:00.000+0000BGM
2015-01-03T14:00:00.000+0000BGM
2015-01-03T15:00:00.000+0000BGM
2015-01-03T16:00:00.000+0000BGM
2015-01-03T17:00:00.000+0000BGM
2015-01-03T18:00:00.000+0000BGM
2015-01-03T19:00:00.000+0000BGM
2015-01-03T20:00:00.000+0000BGM
2015-01-03T21:00:00.000+0000BGM
2015-01-03T22:00:00.000+0000BGM
2015-01-03T23:00:00.000+0000BGM
2015-01-04T00:00:00.000+0000BGM
2015-01-04T01:00:00.000+0000BGM
2015-01-04T02:00:00.000+0000BGM
2015-01-04T03:00:00.000+0000BGM
2015-01-04T04:00:00.000+0000BGM
2015-01-04T05:00:00.000+0000BGM
2015-01-04T06:00:00.000+0000BGM
2015-01-04T07:00:00.000+0000BGM
2015-01-04T08:00:00.000+0000BGM
2015-01-04T09:00:00.000+0000BGM
2015-01-04T10:00:00.000+0000BGM
2015-01-04T11:00:00.000+0000BGM
2015-01-04T12:00:00.000+0000BGM
2015-01-04T13:00:00.000+0000BGM
2015-01-04T14:00:00.000+0000BGM
2015-01-04T15:00:00.000+0000BGM
2015-01-04T16:00:00.000+0000BGM
2015-01-04T17:00:00.000+0000BGM
2015-01-04T18:00:00.000+0000BGM
2015-01-04T19:00:00.000+0000BGM
2015-01-04T20:00:00.000+0000BGM
2015-01-04T21:00:00.000+0000BGM
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2015-01-13T18:00:00.000+0000BGM
2015-01-13T19:00:00.000+0000BGM
2015-01-13T20:00:00.000+0000BGM
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2015-01-22T16:00:00.000+0000BGM
2015-01-22T17:00:00.000+0000BGM
2015-01-22T18:00:00.000+0000BGM
2015-01-22T19:00:00.000+0000BGM
2015-01-22T20:00:00.000+0000BGM
2015-01-22T21:00:00.000+0000BGM
2015-01-22T22:00:00.000+0000BGM
2015-01-22T23:00:00.000+0000BGM
2015-01-23T00:00:00.000+0000BGM
2015-01-23T01:00:00.000+0000BGM
2015-01-23T02:00:00.000+0000BGM
2015-01-23T03:00:00.000+0000BGM
2015-01-23T04:00:00.000+0000BGM
2015-01-23T05:00:00.000+0000BGM
2015-01-23T06:00:00.000+0000BGM
2015-01-23T07:00:00.000+0000BGM
2015-01-23T08:00:00.000+0000BGM
2015-01-23T09:00:00.000+0000BGM
2015-01-23T10:00:00.000+0000BGM
2015-01-23T11:00:00.000+0000BGM
2015-01-23T12:00:00.000+0000BGM
2015-01-23T13:00:00.000+0000BGM
2015-01-23T14:00:00.000+0000BGM
2015-01-23T15:00:00.000+0000BGM
2015-01-23T16:00:00.000+0000BGM
2015-01-23T17:00:00.000+0000BGM
2015-01-23T18:00:00.000+0000BGM
2015-01-23T19:00:00.000+0000BGM
2015-01-23T20:00:00.000+0000BGM
2015-01-23T21:00:00.000+0000BGM
2015-01-23T22:00:00.000+0000BGM
2015-01-23T23:00:00.000+0000BGM
2015-01-24T00:00:00.000+0000BGM
2015-01-24T01:00:00.000+0000BGM
2015-01-24T02:00:00.000+0000BGM
2015-01-24T03:00:00.000+0000BGM
2015-01-24T04:00:00.000+0000BGM
2015-01-24T05:00:00.000+0000BGM
2015-01-24T06:00:00.000+0000BGM
2015-01-24T07:00:00.000+0000BGM
2015-01-24T08:00:00.000+0000BGM
2015-01-24T09:00:00.000+0000BGM
2015-01-24T10:00:00.000+0000BGM
2015-01-24T11:00:00.000+0000BGM
2015-01-24T12:00:00.000+0000BGM
2015-01-24T13:00:00.000+0000BGM
2015-01-24T14:00:00.000+0000BGM
2015-01-24T15:00:00.000+0000BGM
2015-01-24T16:00:00.000+0000BGM
2015-01-24T17:00:00.000+0000BGM
2015-01-24T18:00:00.000+0000BGM
2015-01-24T19:00:00.000+0000BGM
2015-01-24T20:00:00.000+0000BGM
2015-01-24T21:00:00.000+0000BGM
2015-01-24T22:00:00.000+0000BGM
2015-01-24T23:00:00.000+0000BGM
2015-01-25T00:00:00.000+0000BGM
2015-01-25T01:00:00.000+0000BGM
2015-01-25T02:00:00.000+0000BGM
2015-01-25T03:00:00.000+0000BGM
2015-01-25T04:00:00.000+0000BGM
2015-01-25T05:00:00.000+0000BGM
2015-01-25T06:00:00.000+0000BGM
2015-01-25T07:00:00.000+0000BGM
2015-01-25T08:00:00.000+0000BGM
2015-01-25T09:00:00.000+0000BGM
2015-01-25T10:00:00.000+0000BGM
2015-01-25T11:00:00.000+0000BGM
2015-01-25T12:00:00.000+0000BGM
2015-01-25T13:00:00.000+0000BGM
2015-01-25T14:00:00.000+0000BGM
2015-01-25T15:00:00.000+0000BGM
2015-01-25T16:00:00.000+0000BGM
2015-01-25T17:00:00.000+0000BGM
2015-01-25T18:00:00.000+0000BGM
2015-01-25T19:00:00.000+0000BGM
2015-01-25T20:00:00.000+0000BGM
2015-01-25T21:00:00.000+0000BGM
2015-01-25T22:00:00.000+0000BGM
2015-01-25T23:00:00.000+0000BGM
2015-01-26T00:00:00.000+0000BGM
2015-01-26T01:00:00.000+0000BGM
2015-01-26T02:00:00.000+0000BGM
2015-01-26T03:00:00.000+0000BGM
2015-01-26T04:00:00.000+0000BGM
2015-01-26T05:00:00.000+0000BGM
2015-01-26T06:00:00.000+0000BGM
2015-01-26T07:00:00.000+0000BGM
2015-01-26T08:00:00.000+0000BGM
2015-01-26T09:00:00.000+0000BGM
2015-01-26T10:00:00.000+0000BGM
2015-01-26T11:00:00.000+0000BGM
2015-01-26T12:00:00.000+0000BGM
2015-01-26T13:00:00.000+0000BGM
2015-01-26T14:00:00.000+0000BGM
2015-01-26T15:00:00.000+0000BGM
2015-01-26T16:00:00.000+0000BGM
2015-01-26T17:00:00.000+0000BGM
2015-01-26T18:00:00.000+0000BGM
2015-01-26T19:00:00.000+0000BGM
2015-01-26T20:00:00.000+0000BGM
2015-01-26T21:00:00.000+0000BGM
2015-01-26T22:00:00.000+0000BGM
2015-01-26T23:00:00.000+0000BGM
2015-01-27T00:00:00.000+0000BGM
2015-01-27T01:00:00.000+0000BGM
2015-01-27T02:00:00.000+0000BGM
2015-01-27T03:00:00.000+0000BGM
2015-01-27T04:00:00.000+0000BGM
2015-01-27T05:00:00.000+0000BGM
2015-01-27T06:00:00.000+0000BGM
2015-01-27T07:00:00.000+0000BGM
2015-01-27T08:00:00.000+0000BGM
2015-01-27T09:00:00.000+0000BGM
2015-01-27T10:00:00.000+0000BGM
2015-01-27T11:00:00.000+0000BGM
2015-01-27T12:00:00.000+0000BGM
2015-01-27T13:00:00.000+0000BGM
2015-01-27T14:00:00.000+0000BGM
2015-01-27T15:00:00.000+0000BGM
2015-01-27T16:00:00.000+0000BGM
2015-01-27T17:00:00.000+0000BGM
2015-01-27T18:00:00.000+0000BGM
2015-01-27T19:00:00.000+0000BGM
2015-01-27T20:00:00.000+0000BGM
2015-01-27T21:00:00.000+0000BGM
2015-01-27T22:00:00.000+0000BGM
2015-01-27T23:00:00.000+0000BGM
2015-01-28T00:00:00.000+0000BGM
2015-01-28T01:00:00.000+0000BGM
2015-01-28T02:00:00.000+0000BGM
2015-01-28T03:00:00.000+0000BGM
2015-01-28T04:00:00.000+0000BGM
2015-01-28T05:00:00.000+0000BGM
2015-01-28T06:00:00.000+0000BGM
2015-01-28T07:00:00.000+0000BGM
2015-01-28T08:00:00.000+0000BGM
2015-01-28T09:00:00.000+0000BGM
2015-01-28T10:00:00.000+0000BGM
2015-01-28T11:00:00.000+0000BGM
2015-01-28T12:00:00.000+0000BGM
2015-01-28T13:00:00.000+0000BGM
2015-01-28T14:00:00.000+0000BGM
2015-01-28T15:00:00.000+0000BGM
2015-01-28T16:00:00.000+0000BGM
2015-01-28T17:00:00.000+0000BGM
2015-01-28T18:00:00.000+0000BGM
2015-01-28T19:00:00.000+0000BGM
2015-01-28T20:00:00.000+0000BGM
2015-01-28T21:00:00.000+0000BGM
2015-01-28T22:00:00.000+0000BGM
2015-01-28T23:00:00.000+0000BGM
2015-01-29T00:00:00.000+0000BGM
2015-01-29T01:00:00.000+0000BGM
2015-01-29T02:00:00.000+0000BGM
2015-01-29T03:00:00.000+0000BGM
2015-01-29T04:00:00.000+0000BGM
2015-01-29T05:00:00.000+0000BGM
2015-01-29T06:00:00.000+0000BGM
2015-01-29T07:00:00.000+0000BGM
2015-01-29T08:00:00.000+0000BGM
2015-01-29T09:00:00.000+0000BGM
2015-01-29T10:00:00.000+0000BGM
2015-01-29T11:00:00.000+0000BGM
2015-01-29T12:00:00.000+0000BGM
2015-01-29T13:00:00.000+0000BGM
2015-01-29T14:00:00.000+0000BGM
2015-01-29T15:00:00.000+0000BGM
2015-01-29T16:00:00.000+0000BGM
2015-01-29T17:00:00.000+0000BGM
2015-01-29T18:00:00.000+0000BGM
2015-01-29T19:00:00.000+0000BGM
2015-01-29T20:00:00.000+0000BGM
2015-01-29T21:00:00.000+0000BGM
2015-01-29T22:00:00.000+0000BGM
2015-01-29T23:00:00.000+0000BGM
2015-01-30T00:00:00.000+0000BGM
2015-01-30T01:00:00.000+0000BGM
2015-01-30T02:00:00.000+0000BGM
2015-01-30T03:00:00.000+0000BGM
2015-01-30T04:00:00.000+0000BGM
2015-01-30T05:00:00.000+0000BGM
2015-01-30T06:00:00.000+0000BGM
2015-01-30T07:00:00.000+0000BGM
2015-01-30T08:00:00.000+0000BGM
2015-01-30T09:00:00.000+0000BGM
2015-01-30T10:00:00.000+0000BGM
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2015-01-30T13:00:00.000+0000BGM
2015-01-30T14:00:00.000+0000BGM
2015-01-30T15:00:00.000+0000BGM
2015-01-30T16:00:00.000+0000BGM
2015-01-30T17:00:00.000+0000BGM
2015-01-30T18:00:00.000+0000BGM
2015-01-30T19:00:00.000+0000BGM
2015-01-30T20:00:00.000+0000BGM
2015-01-30T21:00:00.000+0000BGM
2015-01-30T22:00:00.000+0000BGM
2015-01-30T23:00:00.000+0000BGM
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2015-01-31T01:00:00.000+0000BGM
2015-01-31T02:00:00.000+0000BGM
2015-01-31T03:00:00.000+0000BGM
2015-01-31T04:00:00.000+0000BGM
2015-01-31T05:00:00.000+0000BGM
2015-01-31T06:00:00.000+0000BGM
2015-01-31T07:00:00.000+0000BGM
2015-01-31T08:00:00.000+0000BGM
2015-01-31T09:00:00.000+0000BGM
2015-01-31T10:00:00.000+0000BGM
2015-01-31T11:00:00.000+0000BGM
2015-01-31T12:00:00.000+0000BGM
2015-01-31T13:00:00.000+0000BGM
2015-01-31T14:00:00.000+0000BGM
2015-01-31T15:00:00.000+0000BGM
2015-01-31T16:00:00.000+0000BGM
2015-01-31T17:00:00.000+0000BGM
2015-01-31T18:00:00.000+0000BGM
2015-01-31T19:00:00.000+0000BGM
2015-01-31T20:00:00.000+0000BGM
2015-01-31T21:00:00.000+0000BGM
2015-01-31T22:00:00.000+0000BGM
2015-01-31T23:00:00.000+0000BGM
2015-02-01T00:00:00.000+0000BGM
2015-02-01T01:00:00.000+0000BGM
2015-02-01T02:00:00.000+0000BGM
2015-02-01T03:00:00.000+0000BGM
2015-02-01T04:00:00.000+0000BGM
2015-02-01T05:00:00.000+0000BGM
2015-02-01T06:00:00.000+0000BGM
2015-02-01T07:00:00.000+0000BGM
2015-02-01T08:00:00.000+0000BGM
2015-02-01T09:00:00.000+0000BGM
2015-02-01T10:00:00.000+0000BGM
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2015-02-01T14:00:00.000+0000BGM
2015-02-01T15:00:00.000+0000BGM
2015-02-01T16:00:00.000+0000BGM
2015-02-01T17:00:00.000+0000BGM
2015-02-01T18:00:00.000+0000BGM
2015-02-01T19:00:00.000+0000BGM
2015-02-01T20:00:00.000+0000BGM
2015-02-01T21:00:00.000+0000BGM
2015-02-01T22:00:00.000+0000BGM
2015-02-01T23:00:00.000+0000BGM
2015-02-02T00:00:00.000+0000BGM
2015-02-02T01:00:00.000+0000BGM
2015-02-02T02:00:00.000+0000BGM
2015-02-02T03:00:00.000+0000BGM
2015-02-02T04:00:00.000+0000BGM
2015-02-02T05:00:00.000+0000BGM
2015-02-02T06:00:00.000+0000BGM
2015-02-02T07:00:00.000+0000BGM
2015-02-02T08:00:00.000+0000BGM
2015-02-02T09:00:00.000+0000BGM
2015-02-02T10:00:00.000+0000BGM
2015-02-02T11:00:00.000+0000BGM
2015-02-02T12:00:00.000+0000BGM
2015-02-02T13:00:00.000+0000BGM
2015-02-02T14:00:00.000+0000BGM
2015-02-02T15:00:00.000+0000BGM
2015-02-02T16:00:00.000+0000BGM
2015-02-02T17:00:00.000+0000BGM
2015-02-02T18:00:00.000+0000BGM
2015-02-02T19:00:00.000+0000BGM
2015-02-02T20:00:00.000+0000BGM
2015-02-02T21:00:00.000+0000BGM
2015-02-02T22:00:00.000+0000BGM
2015-02-02T23:00:00.000+0000BGM
2015-02-03T00:00:00.000+0000BGM
2015-02-03T01:00:00.000+0000BGM
2015-02-03T02:00:00.000+0000BGM
2015-02-03T03:00:00.000+0000BGM
2015-02-03T04:00:00.000+0000BGM
2015-02-03T05:00:00.000+0000BGM
2015-02-03T06:00:00.000+0000BGM
2015-02-03T07:00:00.000+0000BGM
2015-02-03T08:00:00.000+0000BGM
2015-02-03T09:00:00.000+0000BGM
2015-02-03T10:00:00.000+0000BGM
2015-02-03T11:00:00.000+0000BGM
2015-02-03T12:00:00.000+0000BGM
2015-02-03T13:00:00.000+0000BGM
2015-02-03T14:00:00.000+0000BGM
2015-02-03T15:00:00.000+0000BGM
2015-02-03T16:00:00.000+0000BGM
2015-02-03T17:00:00.000+0000BGM
2015-02-03T18:00:00.000+0000BGM
2015-02-03T19:00:00.000+0000BGM
2015-02-03T20:00:00.000+0000BGM
2015-02-03T21:00:00.000+0000BGM
2015-02-03T22:00:00.000+0000BGM
2015-02-03T23:00:00.000+0000BGM
2015-02-04T00:00:00.000+0000BGM
2015-02-04T01:00:00.000+0000BGM
2015-02-04T02:00:00.000+0000BGM
2015-02-04T03:00:00.000+0000BGM
2015-02-04T04:00:00.000+0000BGM
2015-02-04T05:00:00.000+0000BGM
2015-02-04T06:00:00.000+0000BGM
2015-02-04T07:00:00.000+0000BGM
2015-02-04T08:00:00.000+0000BGM
2015-02-04T09:00:00.000+0000BGM
2015-02-04T10:00:00.000+0000BGM
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2015-02-04T13:00:00.000+0000BGM
2015-02-04T14:00:00.000+0000BGM
2015-02-04T15:00:00.000+0000BGM
2015-02-04T16:00:00.000+0000BGM
2015-02-04T17:00:00.000+0000BGM
2015-02-04T18:00:00.000+0000BGM
2015-02-04T19:00:00.000+0000BGM
2015-02-04T20:00:00.000+0000BGM
2015-02-04T21:00:00.000+0000BGM
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2015-02-05T00:00:00.000+0000BGM
2015-02-05T01:00:00.000+0000BGM
2015-02-05T02:00:00.000+0000BGM
2015-02-05T03:00:00.000+0000BGM
2015-02-05T04:00:00.000+0000BGM
2015-02-05T05:00:00.000+0000BGM
2015-02-05T06:00:00.000+0000BGM
2015-02-05T07:00:00.000+0000BGM
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2015-02-05T14:00:00.000+0000BGM
2015-02-05T15:00:00.000+0000BGM
2015-02-05T16:00:00.000+0000BGM
2015-02-05T17:00:00.000+0000BGM
2015-02-05T18:00:00.000+0000BGM
2015-02-05T19:00:00.000+0000BGM
2015-02-05T20:00:00.000+0000BGM
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2015-02-06T00:00:00.000+0000BGM
2015-02-06T01:00:00.000+0000BGM
2015-02-06T02:00:00.000+0000BGM
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2015-02-06T10:00:00.000+0000BGM
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2015-02-06T14:00:00.000+0000BGM
2015-02-06T15:00:00.000+0000BGM
2015-02-06T16:00:00.000+0000BGM
2015-02-06T17:00:00.000+0000BGM
2015-02-06T18:00:00.000+0000BGM
2015-02-06T19:00:00.000+0000BGM
2015-02-06T20:00:00.000+0000BGM
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2015-02-07T11:00:00.000+0000BGM
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a time series for each city!!\n","\n","from pyspark.sql.functions import col\n","from pyspark.sql import SparkSession\n","\n","i =0\n","for city in list_cities:\n"," df_time2 = generate_series(\"2015-01-01T10:00:00.000+0000\", \"2022-01-01T10:00:00.000+0000\", 60 * 60) # By hour\n"," df_time2 = df_time2.withColumn(\"ORIGIN\", lit(city))\n"," \n"," if i ==0:\n"," result = df_time2\n"," else:\n"," result = result.union(df_time2)\n"," \n"," i = i +1\n"," \n","result.cache().count() \n","display(result)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7c8853c9-06cf-4e80-b984-3e686cfef469","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampORIGINQQs
2015-01-01T10:00:00.000+0000BTR00
2015-01-01T10:00:00.000+0000VCT00
2015-01-01T11:00:00.000+0000ATL64
2015-01-01T11:00:00.000+0000BQK00
2015-01-01T11:00:00.000+0000LIH00
2015-01-01T12:00:00.000+0000WRG00
2015-01-01T13:00:00.000+0000ABI00
2015-01-01T13:00:00.000+0000SHD00
2015-01-01T14:00:00.000+0000FLL1514
2015-01-01T14:00:00.000+0000SHV00
2015-01-01T15:00:00.000+0000DLH01
2015-01-01T15:00:00.000+0000SIT00
2015-01-01T16:00:00.000+0000DBQ00
2015-01-01T16:00:00.000+0000LBE00
2015-01-01T16:00:00.000+0000PDX66
2015-01-01T17:00:00.000+0000ACT00
2015-01-01T17:00:00.000+0000ATL5451
2015-01-01T17:00:00.000+0000BPT10
2015-01-01T18:00:00.000+0000BUR23
2015-01-01T18:00:00.000+0000CRW00
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Showing the first 1000 rows.
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= result.join(Q_df, [\"hour_stamp\",'ORIGIN'],'left')\n","result = result.join(Qs_df, [\"hour_stamp\",'ORIGIN'],'left')\n","\n","result = result.na.fill(value=0)\n","result.cache().count()\n","display(result)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1238a6a2-1a6c-487b-9858-881226bfd6dc","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["N1h_sum\n","N2h_sum\n","N3h_sum\n","N4h_sum\n","N5h_sum\n","N6h_sum\n","N7h_sum\n","N8h_sum\n","N9h_sum\n","N10h_sum\n","N11h_sum\n","N12h_sum\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"N1h_sum\nN2h_sum\nN3h_sum\nN4h_sum\nN5h_sum\nN6h_sum\nN7h_sum\nN8h_sum\nN9h_sum\nN10h_sum\nN11h_sum\nN12h_sum\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"text/html":["
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2015-01-01T17:00:00.000+0000ATL11142015-01-01DL19790N935DN10397GA12339INDIN120512050.00.00.001200-125913391333-6.00.00.0-11300-13590.00.0432.020.00.00.00.00.02015KATLATLHartsfield Jackson Atlanta International AirportAtlantaGeorgiaUS1026.033.6366996765-84.4281005859America/New_York171802155902015-01-01T17:05:00.000+000020150101152015-01-01T15:05:00.000+00002015010114201501011372219013874ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US307.833.6301-84.44182015-01-01T09:52:00FM-1570.0null2015-01-01T14:52:00.000+0000201501011427.043.037.029.230.00.010.0nullnullnull0000000000000000KINDINDIndianapolis International AirportIndianapolisIndianaUS797.039.717300415-86.2944030762America/New_York72438093819INDIANAPOLIS INTERNATIONAL AIRPORT, IN US241.139.72517-86.281682015-01-01T09:54:00FM-1570.0null2015-01-01T14:54:00.000+000012.022.019.029.31240.015.010.0nullnullnull00000000000000002015-01-01T18:39:00.000+00006.02015-01-01T14:05:00.000+00000.02015-01-01T16:11:00.000+000054.003.34821428571428560.107142857142857143.34821428571428560.107142857142857143.02884615384615370.086538461538461543.34482758620689640.068965517241379312015-01-01T17:05:00.000+00002015-01-01T17:00:00.000+0000545154511.058823529411764786880.977272727272727396990.96969696969696971021030.99029126213592231031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.990384615384615490172213071719199620792079207920792079207920792079
2015-01-01T17:00:00.000+0000ATL11142015-01-01DL19790N915AT10397GA11986GRRMI12051157-8.00.00.0-11200-125914001351-9.00.00.0-11400-14590.00.0640.030.00.00.00.00.02015KATLATLHartsfield Jackson Atlanta International AirportAtlantaGeorgiaUS1026.033.6366996765-84.4281005859America/New_York2233390631672015-01-01T17:05:00.000+000020150101152015-01-01T15:05:00.000+00002015010114201501011372219013874ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US307.833.6301-84.44182015-01-01T09:52:00FM-1570.0null2015-01-01T14:52:00.000+0000201501011427.043.037.029.230.00.010.0nullnullnull0000000000000000KGRRGRRGerald R. Ford International AirportGrand RapidsMichiganUS794.042.88079834-85.52279663America/New_York72635094860GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US244.842.8825-85.523892015-01-01T09:53:00FM-1570.0null2015-01-01T14:53:00.000+000017.025.022.029.06260.025.010.0nullnullnull00000000000000002015-01-01T19:00:00.000+00000.02015-01-01T15:16:00.000+00000.02015-01-01T16:25:00.000+000040.003.34821428571428560.107142857142857143.34821428571428560.107142857142857143.02884615384615370.086538461538461543.34482758620689640.068965517241379312015-01-01T16:57:00.000+00002015-01-01T16:00:00.000+0000545154511.058823529411764786880.977272727272727396990.96969696969696971021030.99029126213592231031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.990384615384615490172213071719199620792079207920792079207920792079
2015-01-01T17:00:00.000+0000ATL11142015-01-01DL19790N555NW10397GA11292DENCO12051203-2.00.00.0-11200-125913301327-3.00.00.0-11300-13590.00.01199.050.00.00.00.00.02015KATLATLHartsfield Jackson Atlanta International AirportAtlantaGeorgiaUS1026.033.6366996765-84.4281005859America/New_York2405190163892015-01-01T17:05:00.000+000020150101152015-01-01T15:05:00.000+00002015010114201501011372219013874ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US307.833.6301-84.44182015-01-01T09:52:00FM-1570.0null2015-01-01T14:52:00.000+0000201501011427.043.037.029.230.00.010.0nullnullnull0000000000000000KDENDENDenver International AirportDenverColoradoUS5431.039.8616981506-104.672996521America/Denver72565003017DENVER INTERNATIONAL AIRPORT, CO US1650.239.8328-104.65752015-01-01T07:53:00FM-1570.0null2015-01-01T14:53:00.000+00000.09.07.024.55230.010.010.0nullnullnull00000000000000002015-01-01T20:30:00.000+00000.02015-01-01T14:30:00.000+00000.02015-01-01T16:02:00.000+000063.003.34821428571428560.107142857142857143.34821428571428560.107142857142857143.02884615384615370.086538461538461543.34482758620689640.068965517241379312015-01-01T17:03:00.000+00002015-01-01T17:00:00.000+0000545154511.058823529411764786880.977272727272727396990.96969696969696971021030.99029126213592231031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.99038461538461541031040.990384615384615490172213071719199620792079207920792079207920792079
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2015-01-06T12:00:00.000+0000BOS11622015-01-06B620409N653JB10721MA13204MCOFL72174120.020.01.010700-07591047110013.013.00.001000-10590.00.01121.050.00.00.00.00.02015KBOSBOSGeneral Edward Lawrence Logan International AirportBostonMassachusettsUS20.042.36429977-71.00520325America/New_York343598718162015-01-06T12:21:00.000+000020150106102015-01-06T10:21:00.000+00002015010609201501060872509014739BOSTON, MA US3.742.3606-71.00972015-01-06T04:54:00FM-1570.0null2015-01-06T09:54:00.000+00002015010609-1.015.012.030.31280.09.010.0nullnullnull0000000000000000KMCOMCOOrlando International AirportOrlandoFloridaUS96.028.4293994904-81.3089981079America/New_York72205012815ORLANDO INTERNATIONAL AIRPORT, FL US27.428.4339-81.3252015-01-06T04:53:00FM-1570.0null2015-01-06T09:53:00.000+000053.056.054.030.19350.05.010.0nullnullnull00000000000000002015-01-06T15:47:00.000+000025.02015-01-05T15:10:00.000+000024.02015-01-05T19:10:00.000+00001031.0113.111111111111110.269841269841269816.6666666666666680.333333333333333316.6666666666666680.333333333333333316.6666666666666680.33333333333333332015-01-06T12:41:00.000+00002015-01-06T12:00:00.000+0000252710null10null10null10null10null10null20null441.015121.2534301.133333333333333358491.18367346938775578771.01298701298701296762973162308522866145920902950391648835883
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2015-01-06T12:00:00.000+0000BOS11622015-01-06UA19977N6883610721MA11292DENCO72975223.023.01.010700-0759102510261.01.00.001000-10590.00.01754.080.00.00.00.00.02015KBOSBOSGeneral Edward Lawrence Logan International AirportBostonMassachusettsUS20.042.36429977-71.00520325America/New_York1030798060582015-01-06T12:29:00.000+000020150106102015-01-06T10:29:00.000+00002015010609201501060872509014739BOSTON, MA US3.742.3606-71.00972015-01-06T04:54:00FM-1570.0null2015-01-06T09:54:00.000+00002015010609-1.015.012.030.31280.09.010.0nullnullnull0000000000000000KDENDENDenver International AirportDenverColoradoUS5431.039.8616981506-104.672996521America/Denver72565003017DENVER INTERNATIONAL AIRPORT, CO US1650.239.8328-104.65752015-01-06T02:53:00FM-1570.0null2015-01-06T09:53:00.000+000028.032.030.024.84120.011.010.0nullnullnull00000000000000002015-01-06T17:25:00.000+000017.02015-01-05T22:52:00.000+00000.02015-01-06T04:25:00.000+0000484.0113.111111111111110.269841269841269816.6666666666666680.333333333333333316.6666666666666680.333333333333333316.6666666666666680.33333333333333332015-01-06T12:52:00.000+00002015-01-06T12:00:00.000+0000252710null10null10null10null10null10null20null441.015121.2534301.133333333333333358491.18367346938775578771.01298701298701296762973162308522866145920902950391648835883
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2015-01-06T22:00:00.000+0000DAL11622015-01-06WN19393N789SW11259TX10693BNATN1605163328.028.01.011600-16591745181025.025.01.011700-17590.00.0623.038.00.00.00.017.02015KDALDALDallas Love FieldDallasTexasUS487.032.8470993042-96.8517990112America/Chicago1717992031112015-01-06T22:05:00.000+000020150106202015-01-06T20:05:00.000+00002015010619201501061872258013960DALLAS FAA AIRPORT, TX US134.132.8519-96.85552015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+0000201501061933.058.047.029.810.03.010.0nullnullnull0000000000000000KBNABNANashville International AirportNashvilleTennesseeUS599.036.1245002747-86.6781997681America/Chicago72327013897NASHVILLE INTERNATIONAL AIRPORT, TN US182.936.11889-86.689172015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+000022.043.035.029.67330.06.010.0nullnullnull00000000000000002015-01-06T23:45:00.000+000024.02015-01-06T19:05:00.000+00000.02015-01-06T21:25:00.000+000040.019.1555555555555550.212.7704918032786880.278688524590163925.760.5647.1250.8752015-01-06T22:33:00.000+00002015-01-06T22:00:00.000+00008101291.333333333333333318190.947368421052631522280.785714285714285736380.947368421052631544460.956521739130434859610.967213114754098367730.917808219178082285890.955056179775280987890.977528089887640487890.977528089887640487890.977528089887640487890.977528089887640496194418682716361844475302605767337263742674557499
2015-01-06T22:00:00.000+0000DAL11622015-01-06WN19393N208WN11259TX10140ABQNM1625171045.045.01.031600-16591715174227.027.01.011700-17590.00.0580.039.00.00.00.018.02015KDALDALDallas Love FieldDallasTexasUS487.032.8470993042-96.8517990112America/Chicago1460296279182015-01-06T22:25:00.000+000020150106202015-01-06T20:25:00.000+00002015010619201501061872258013960DALLAS FAA AIRPORT, TX US134.132.8519-96.85552015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+0000201501061933.058.047.029.810.03.010.0nullnullnull0000000000000000KABQABQAlbuquerque International Sunport AirportAlbuquerqueNew MexicoUS5355.035.0401992798-106.6090011597America/Denver72365023050ALBUQUERQUE INTERNATIONAL AIRPORT, NM US1618.535.0419-106.61552015-01-06T12:52:00FM-1570.0null2015-01-06T19:52:00.000+000022.052.039.025.02330.08.010.0nullnullnull00000000000000002015-01-07T00:15:00.000+00000.02015-01-06T21:00:00.000+00000.02015-01-06T21:55:00.000+000030.009.1739130434782620.195652173913043514.0357142857142860.3035714285714285524.592592592592590.518518518518518544.7142857142857150.57142857142857142015-01-06T23:10:00.000+00002015-01-06T23:00:00.000+00008101291.333333333333333318190.947368421052631522280.785714285714285736380.947368421052631544460.956521739130434859610.967213114754098367730.917808219178082285890.955056179775280987890.977528089887640487890.977528089887640487890.977528089887640487890.977528089887640496194418682716361844475302605767337263742674557499
2015-01-06T22:00:00.000+0000DAL11622015-01-06WN19393N203WN11259TX15304TPAFL1630172757.057.01.031600-16591945203449.049.01.031900-19590.00.0917.049.00.00.00.040.02015KDALDALDallas Love FieldDallasTexasUS487.032.8470993042-96.8517990112America/Chicago2319293944462015-01-06T22:30:00.000+000020150106202015-01-06T20:30:00.000+00002015010619201501061872258013960DALLAS FAA AIRPORT, TX US134.132.8519-96.85552015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+0000201501061933.058.047.029.810.03.010.0nullnullnull0000000000000000KTPATPATampa International AirportTampaFloridaUS26.027.9755001068-82.533203125America/New_York72211012842TAMPA INTERNATIONAL AIRPORT, FL US5.827.96194-82.54032015-01-06T15:19:00FM-1670.0null2015-01-06T20:19:00.000+000060.070.064.030.25320.07.010.0nullnullnull00000000000000002015-01-07T00:45:00.000+000051.02015-01-06T20:25:00.000+00000.02015-01-06T22:00:00.000+000030.0110.0425531914893610.2021276595744680715.5087719298245620.315789473684210526.592592592592590.518518518518518535.7142857142857150.428571428571428552015-01-06T23:27:00.000+00002015-01-06T23:00:00.000+00008101291.333333333333333318190.947368421052631522280.785714285714285736380.947368421052631544460.956521739130434859610.967213114754098367730.917808219178082285890.955056179775280987890.977528089887640487890.977528089887640487890.977528089887640487890.977528089887640496194418682716361844475302605767337263742674557499
2015-01-06T22:00:00.000+0000DAL11622015-01-06WN19393N778SW11259TX15016STLMO1640172747.047.01.031600-16591815190146.046.01.031800-18590.00.0546.0317.00.00.00.029.02015KDALDALDallas Love FieldDallasTexasUS487.032.8470993042-96.8517990112America/Chicago2319285747632015-01-06T22:40:00.000+000020150106202015-01-06T20:40:00.000+00002015010619201501061872258013960DALLAS FAA AIRPORT, TX US134.132.8519-96.85552015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+0000201501061933.058.047.029.810.03.010.0nullnullnull0000000000000000KSTLSTLLambert St Louis International AirportSt LouisMissouriUS618.038.7486991882-90.3700027466America/Chicago72434013994ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US161.838.7525-90.37362015-01-06T13:51:00FM-1570.0null2015-01-06T19:51:00.000+000011.026.022.029.69330.014.010.0nullnullnull00000000000000002015-01-07T00:15:00.000+000031.02015-01-06T17:55:00.000+00000.02015-01-06T22:05:00.000+000035.0111.00.2105263157894736717.5714285714285730.339285714285714331.0769230769230770.576923076923076953.8333333333333360.52015-01-06T23:27:00.000+00002015-01-06T23:00:00.000+00008101291.333333333333333318190.947368421052631522280.785714285714285736380.947368421052631544460.956521739130434859610.967213114754098367730.917808219178082285890.955056179775280987890.977528089887640487890.977528089887640487890.977528089887640487890.977528089887640496194418682716361844475302605767337263742674557499
2015-01-06T22:00:00.000+0000DAL11622015-01-06WN19393N340LV11259TX14683SATTX16451640-5.00.00.0-11600-165917501737-13.00.00.0-11700-17590.00.0248.010.00.00.00.00.02015KDALDALDallas Love FieldDallasTexasUS487.032.8470993042-96.8517990112America/Chicago1288503553382015-01-06T22:45:00.000+000020150106202015-01-06T20:45:00.000+00002015010619201501061872258013960DALLAS FAA AIRPORT, TX US134.132.8519-96.85552015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+0000201501061933.058.047.029.810.03.010.0nullnullnull0000000000000000KSATSATSan Antonio International AirportSan AntonioTexasUS809.029.533700943-98.4698028564America/Chicago72253012921SAN ANTONIO INTERNATIONAL AIRPORT, TX US240.529.5443-98.48392015-01-06T13:51:00FM-1570.0null2015-01-06T19:51:00.000+000033.064.049.029.47260.06.010.0nullnullnull00000000000000002015-01-06T23:50:00.000+00000.02015-01-06T20:35:00.000+00000.02015-01-06T22:05:00.000+000040.0010.8854166666666660.2083333333333333417.5178571428571420.339285714285714331.0769230769230770.576923076923076946.1428571428571460.428571428571428552015-01-06T22:40:00.000+00002015-01-06T22:00:00.000+00008101291.333333333333333318190.947368421052631522280.785714285714285736380.947368421052631544460.956521739130434859610.967213114754098367730.917808219178082285890.955056179775280987890.977528089887640487890.977528089887640487890.977528089887640487890.977528089887640496194418682716361844475302605767337263742674557499
2015-01-06T22:00:00.000+0000DAL11622015-01-06WN19393N397SW11259TX10397ATLGA1650170414.014.00.001600-16591950201323.023.01.011900-19590.00.0721.0311.00.09.00.03.02015KDALDALDallas Love FieldDallasTexasUS487.032.8470993042-96.8517990112America/Chicago2147495520272015-01-06T22:50:00.000+000020150106202015-01-06T20:50:00.000+00002015010619201501061872258013960DALLAS FAA AIRPORT, TX US134.132.8519-96.85552015-01-06T13:53:00FM-1570.0null2015-01-06T19:53:00.000+0000201501061933.058.047.029.810.03.010.0nullnullnull0000000000000000KATLATLHartsfield Jackson Atlanta International AirportAtlantaGeorgiaUS1026.033.6366996765-84.4281005859America/New_York72219013874ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US307.833.6301-84.44182015-01-06T14:52:00FM-1570.0null2015-01-06T19:52:00.000+000026.053.042.029.14300.015.010.0nullnullnull00000000000000002015-01-07T00:50:00.000+00000.02015-01-06T21:15:00.000+00000.02015-01-06T22:20:00.000+000030.0010.8854166666666660.2083333333333333417.7037037037037020.333333333333333331.0769230769230770.576923076923076946.1428571428571460.428571428571428552015-01-06T23:04:00.000+00002015-01-06T23:00:00.000+00008101291.333333333333333318190.947368421052631522280.785714285714285736380.947368421052631544460.956521739130434859610.967213114754098367730.917808219178082285890.955056179775280987890.977528089887640487890.977528089887640487890.977528089887640487890.977528089887640496194418682716361844475302605767337263742674557499
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Showing the first 598 rows.
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["2015-01-01T11:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","F9",20436,"N949FR",10397,"GA",15356,"TTN","NJ",600,619,19,19,1,1,"0600-0659",750,814,24,24,1,1,"0700-0759",0,0,701,3,19,0,5,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",77310167459,"2015-01-01T11:00:00.000+0000","2015010109","2015-01-01T09:00:00.000+0000","2015010108","2015010107","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T03:52:00","FM-15","7","0.0",null,"2015-01-01T08:52:00.000+0000","2015010108",26,35,32,29.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTTN","TTN","Trenton Mercer Airport","Trenton","New Jersey","US",213,40.2766990662,-74.8134994507,"America/New_York","72409514792","TRENTON MERCER AIRPORT, NJ US","57.9","40.27679","-74.81594","2015-01-01T03:53:00","FM-15","7","0.0",null,"2015-01-01T08:53:00.000+0000",7,26,21,29.92,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T12:50:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T11:19:00.000+0000","2015-01-01T11:00:00.000+0000",6,4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,277,null,null,null,null,null,null,null,null,null,null,null,null],["2015-01-01T11:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N918DL",10397,"GA",12953,"LGA","NY",645,644,-1,0,0,-1,"0600-0659",853,901,8,8,0,0,"0800-0859",0,0,762,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",120260163075,"2015-01-01T11:45:00.000+0000","2015010109","2015-01-01T09:45:00.000+0000","2015010108","2015010107","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T03:52:00","FM-15","7","0.0",null,"2015-01-01T08:52:00.000+0000","2015010108",26,35,32,29.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T03:51:00","FM-15","7","0.0",null,"2015-01-01T08:51:00.000+0000",6,28,22,30.09,250,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T13:53:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T11:44:00.000+0000","2015-01-01T11:00:00.000+0000",6,4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,277,null,null,null,null,null,null,null,null,null,null,null,null],["2015-01-01T11:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","OO",20304,"N792SK",10397,"GA",12266,"IAH","TX",646,642,-4,0,0,-1,"0600-0659",802,809,7,7,0,0,"0800-0859",0,0,689,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",154618973779,"2015-01-01T11:46:00.000+0000","2015010109","2015-01-01T09:46:00.000+0000","2015010108","2015010107","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T03:52:00","FM-15","7","0.0",null,"2015-01-01T08:52:00.000+0000","2015010108",26,35,32,29.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-01T02:53:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-01T08:53:00.000+0000",35,43,40,30.19,40,9,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T14:02:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T11:42:00.000+0000","2015-01-01T11:00:00.000+0000",6,4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,277,null,null,null,null,null,null,null,null,null,null,null,null],["2015-01-01T11:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N555NW",10397,"GA",13204,"MCO","FL",655,654,-1,0,0,-1,"0600-0659",822,815,-7,0,0,-1,"0800-0859",0,0,404,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",42950271516,"2015-01-01T11:55:00.000+0000","2015010109","2015-01-01T09:55:00.000+0000","2015010108","2015010107","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T04:52:00","FM-15","7","0.0",null,"2015-01-01T09:52:00.000+0000","2015010109",27,34,31,29.21,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-01T04:53:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-01T09:53:00.000+0000",58,60,59,30.11,350,10,5,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T13:22:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T11:54:00.000+0000","2015-01-01T11:00:00.000+0000",6,4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,277,null,null,null,null,null,null,null,null,null,null,null,null],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","DL",19790,"N919DL",11697,"FL",12953,"LGA","NY",900,856,-4,0,0,-1,"0900-0959",1154,1144,-10,0,0,-1,"1100-1159",0,0,1076,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",188979495859,"2015-01-01T14:00:00.000+0000","2015010112","2015-01-01T12:00:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T11:51:00.000+0000",6,28,22,30.13,260,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T16:54:00.000+0000","0.0",null,"0.0",null,null,0,1.8571428571428572,0,1.8571428571428572,0,1.8571428571428572,0,2,0,"2015-01-01T13:56:00.000+0000","2015-01-01T13:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","WN",19393,"N913WN",11697,"FL",10397,"ATL","GA",900,856,-4,0,0,-1,"0900-0959",1055,1050,-5,0,0,-1,"1000-1059",0,0,581,3,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",257699298218,"2015-01-01T14:00:00.000+0000","2015010112","2015-01-01T12:00:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T06:52:00","FM-15","7","0.0",null,"2015-01-01T11:52:00.000+0000",26,32,30,29.21,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T15:55:00.000+0000","0.0",null,"0.0",null,null,0,1.8571428571428572,0,1.8571428571428572,0,1.8571428571428572,0,2,0,"2015-01-01T13:56:00.000+0000","2015-01-01T13:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","WN",19393,"N7722B",11697,"FL",15304,"TPA","FL",915,915,0,0,0,0,"0900-0959",1015,1008,-7,0,0,-1,"1000-1059",0,0,197,1,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",51539824548,"2015-01-01T14:15:00.000+0000","2015010112","2015-01-01T12:15:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-01T07:08:00","FM-16","7","0.0",null,"2015-01-01T12:08:00.000+0000",54,59,56,30.23,40,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T15:15:00.000+0000","0.0",null,"0.0",null,null,0,1.5,0,1.5,0,1.5,0,1.2142857142857142,0,"2015-01-01T14:15:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","US",20355,"N668AW",11697,"FL",14107,"PHX","AZ",915,909,-6,0,0,-1,"0900-0959",1224,1209,-15,0,0,-1,"1200-1259",0,0,1972,8,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",1200217,"2015-01-01T14:15:00.000+0000","2015010112","2015-01-01T12:15:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-01T04:51:00","FM-15","7","0.0",null,"2015-01-01T11:51:00.000+0000",30,36,34,28.88,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:24:00.000+0000","0.0",null,"0.0",null,null,0,1.5,0,1.5,0,1.5,0,1.2142857142857142,0,"2015-01-01T14:09:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","VX",21171,"N635VA",11697,"FL",12478,"JFK","NY",915,913,-2,0,0,-1,"0900-0959",1155,1158,3,3,0,0,"1100-1159",0,0,1069,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",171799007113,"2015-01-01T14:15:00.000+0000","2015010112","2015-01-01T12:15:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T11:51:00.000+0000",6,29,23,30.16,280,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T16:55:00.000+0000","0.0",null,"0.0",null,null,0,1.5,0,1.5,0,1.5,0,1.2142857142857142,0,"2015-01-01T14:13:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","WN",19393,"N751SW",11697,"FL",10821,"BWI","MD",920,918,-2,0,0,-1,"0900-0959",1155,1153,-2,0,0,-1,"1100-1159",0,0,925,4,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",171799926332,"2015-01-01T14:20:00.000+0000","2015010112","2015-01-01T12:20:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-01T06:54:00","FM-15","7","0.0",null,"2015-01-01T11:54:00.000+0000",13,18,17,30.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T16:55:00.000+0000","0.0",null,"0.0",null,null,0,2,0,2,0,2,0,2,0,"2015-01-01T14:18:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","B6",20409,"N355JB",11697,"FL",11278,"DCA","VA",925,922,-3,0,0,-1,"0900-0959",1144,1144,0,0,0,0,"1100-1159",0,0,899,4,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",8590192321,"2015-01-01T14:25:00.000+0000","2015010112","2015-01-01T12:25:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-01T06:52:00","FM-15","7","0.0",null,"2015-01-01T11:52:00.000+0000",12,29,24,30.15,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T16:44:00.000+0000","0.0","2015-01-01T11:10:00.000+0000","0.0","2015-01-01T13:45:00.000+0000",40,0,2.0476190476190474,0,2.0476190476190474,0,2.0476190476190474,0,2.2,0,"2015-01-01T14:22:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","WN",19393,"N910WN",11697,"FL",14100,"PHL","PA",925,923,-2,0,0,-1,"0900-0959",1205,1202,-3,0,0,-1,"1200-1259",0,0,992,4,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",128850182895,"2015-01-01T14:25:00.000+0000","2015010112","2015-01-01T12:25:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-01T06:54:00","FM-15","7","0.0",null,"2015-01-01T11:54:00.000+0000",10,30,24,30.18,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T17:05:00.000+0000","0.0","2015-01-01T11:00:00.000+0000","0.0","2015-01-01T13:50:00.000+0000",35,0,2.0476190476190474,0,2.0476190476190474,0,2.0476190476190474,0,2.2,0,"2015-01-01T14:23:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","UA",19977,"N12238",11697,"FL",11618,"EWR","NJ",926,922,-4,0,0,-1,"0900-0959",1229,1222,-7,0,0,-1,"1200-1259",0,0,1065,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",171799967656,"2015-01-01T14:26:00.000+0000","2015010112","2015-01-01T12:26:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T11:51:00.000+0000",9,22,19,30.14,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T17:29:00.000+0000","0.0",null,"0.0",null,null,0,2.0476190476190474,0,2.0476190476190474,0,2.0476190476190474,0,2.5384615384615383,0,"2015-01-01T14:22:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","B6",20409,"N658JB",11697,"FL",11618,"EWR","NJ",940,937,-3,0,0,-1,"0900-0959",1229,1222,-7,0,0,-1,"1200-1259",0,0,1065,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",154619477877,"2015-01-01T14:40:00.000+0000","2015010112","2015-01-01T12:40:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T11:51:00.000+0000",9,22,19,30.14,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T17:29:00.000+0000","0.0",null,"0.0",null,null,0,2.2413793103448274,0,2.2413793103448274,0,2.2413793103448274,0,2.619047619047619,0,"2015-01-01T14:37:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","F9",20436,"N211FR",11697,"FL",11042,"CLE","OH",940,935,-5,0,0,-1,"0900-0959",1230,1230,0,0,0,0,"1200-1259",0,0,1062,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",51540526040,"2015-01-01T14:40:00.000+0000","2015010112","2015-01-01T12:40:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T11:51:00.000+0000",7,19,16,29.24,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T17:30:00.000+0000","0.0","2015-01-01T11:00:00.000+0000","0.0","2015-01-01T13:55:00.000+0000",45,0,2.2413793103448274,0,2.2413793103448274,0,2.2413793103448274,0,2.619047619047619,0,"2015-01-01T14:35:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","WN",19393,"N922WN",11697,"FL",10792,"BUF","NY",950,956,6,6,0,0,"0900-0959",1250,1313,23,23,1,1,"1200-1259",0,0,1165,5,6,0,17,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",137439994066,"2015-01-01T14:50:00.000+0000","2015010112","2015-01-01T12:50:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","218.2","42.93997","-78.73615","2015-01-01T07:22:00","FM-16","7","0.0","-SN:03 BL:5 SN:03 |SN |","2015-01-01T12:22:00.000+0000",14,22,20,29.18,220,24,2,"-SN:03 BL:5 SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-01T17:50:00.000+0000","0.0",null,"0.0",null,null,0,2.90625,0.03125,2.90625,0.03125,2.90625,0.03125,3.772727272727273,0.045454545454545456,"2015-01-01T14:56:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","WN",19393,"N422WN",11697,"FL",11259,"DAL","TX",950,948,-2,0,0,-1,"0900-0959",1205,1149,-16,0,0,-2,"1200-1259",0,0,1108,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",68720121004,"2015-01-01T14:50:00.000+0000","2015010112","2015-01-01T12:50:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-01T05:53:00","FM-15","7","0.02","-RA:02 |RA |","2015-01-01T11:53:00.000+0000",29,34,32,29.81,360,6,6,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:05:00.000+0000","3.0","2015-01-01T11:20:00.000+0000","0.0","2015-01-01T14:10:00.000+0000",40,0,2.90625,0.03125,2.90625,0.03125,2.90625,0.03125,3.772727272727273,0.045454545454545456,"2015-01-01T14:48:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T14:00:00.000+0000","FLL",1,1,1,4,"2015-01-01","B6",20409,"N708JB",11697,"FL",12953,"LGA","NY",951,954,3,3,0,0,"0900-0959",1236,1235,-1,0,0,-1,"1200-1259",0,0,1076,5,0,0,0,0,0,2015,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",240519438371,"2015-01-01T14:51:00.000+0000","2015010112","2015-01-01T12:51:00.000+0000","2015010111","2015010110","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T06:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-01-01T11:53:00.000+0000","2015010111",69,71,70,30.15,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T07:51:00","FM-15","7","0.0",null,"2015-01-01T12:51:00.000+0000",6,28,22,30.14,250,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T17:36:00.000+0000","0.0","2015-01-01T11:00:00.000+0000","0.0","2015-01-01T14:03:00.000+0000",48,0,2.90625,0.03125,2.90625,0.03125,2.90625,0.03125,3.9523809523809526,0.047619047619047616,"2015-01-01T14:54:00.000+0000","2015-01-01T14:00:00.000+0000",15,14,10,10,1,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,12,11,1.0909090909090908,722,277,360,360,360,360,360,360,360,360,360,360,360],["2015-01-01T15:00:00.000+0000","DLH",1,1,1,4,"2015-01-01","OO",20304,"N453SW",11337,"MN",13487,"MSP","MN",900,854,-6,0,0,-1,"0900-0959",1016,1009,-7,0,0,-1,"1000-1059",0,0,144,1,0,0,0,0,0,2015,"KDLH","DLH","Duluth International Airport","Duluth","Minnesota","US",1428,46.8420982361,-92.1936035156,"America/Chicago",180389384903,"2015-01-01T15:00:00.000+0000","2015010113","2015-01-01T13:00:00.000+0000","2015010112","2015010111","72745014913","DULUTH INTERNATIONAL AIRPORT, MN US","436.8","46.8369","-92.1833","2015-01-01T06:55:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2015-01-01T12:55:00.000+0000","2015010112",16,20,19,28.15,270,14,2.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-01T06:53:00","FM-15","7","0.0",null,"2015-01-01T12:53:00.000+0000",10,17,15,28.95,230,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T16:16:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T14:54:00.000+0000","2015-01-01T14:00:00.000+0000",0,1,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,710,412,689,772,772,772,772,772,772,772,772,772,772],["2015-01-01T16:00:00.000+0000","PDX",1,1,1,4,"2015-01-01","AS",19930,"N619AS",14057,"OR",12889,"LAS","NV",800,752,-8,0,0,-1,"0800-0859",1002,948,-14,0,0,-1,"1000-1059",0,0,763,4,0,0,0,0,0,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",68720388865,"2015-01-01T16:00:00.000+0000","2015010114","2015-01-01T14:00:00.000+0000","2015010113","2015010112","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000","2015010113",15,26,23,30.23,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-01T05:56:00","FM-15","7","0.0",null,"2015-01-01T13:56:00.000+0000",16,32,27,27.75,190,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:02:00.000+0000","0.0",null,"0.0",null,null,0,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,"2015-01-01T15:52:00.000+0000","2015-01-01T15:00:00.000+0000",6,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,789,585,997,1274,1357,1357,1357,1357,1357,1357,1357,1357,1357],["2015-01-01T16:00:00.000+0000","PDX",1,1,1,4,"2015-01-01","AA",19805,"N4WMAA",14057,"OR",11298,"DFW","TX",810,757,-13,0,0,-1,"0800-0859",1355,1357,2,2,0,0,"1300-1359",0,0,1616,7,0,0,0,0,0,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",103080406211,"2015-01-01T16:10:00.000+0000","2015010114","2015-01-01T14:10:00.000+0000","2015010113","2015010112","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000","2015010113",15,26,23,30.23,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T07:53:00","FM-15","7","0.16","-FZ:8 RA:02 BR:1 |FZRA |","2015-01-01T13:53:00.000+0000",29,32,31,29.66,40,6,2,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"2015-01-01T19:55:00.000+0000","0.0",null,"0.0",null,null,0,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,"2015-01-01T15:57:00.000+0000","2015-01-01T15:00:00.000+0000",6,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,789,585,997,1274,1357,1357,1357,1357,1357,1357,1357,1357,1357],["2015-01-01T16:00:00.000+0000","PDX",1,1,1,4,"2015-01-01","UA",19977,"N468UA",14057,"OR",12264,"IAD","VA",811,807,-4,0,0,-1,"0800-0859",1603,1546,-17,0,0,-2,"1600-1659",0,0,2327,10,0,0,0,0,0,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",60130498500,"2015-01-01T16:11:00.000+0000","2015010114","2015-01-01T14:11:00.000+0000","2015010113","2015010112","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000","2015010113",15,26,23,30.23,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-01T08:52:00","FM-15","7","0.0",null,"2015-01-01T13:52:00.000+0000",16,25,22,29.88,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:03:00.000+0000","0.0",null,"0.0",null,null,0,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,12.833333333333334,0.16666666666666666,"2015-01-01T16:07:00.000+0000","2015-01-01T16:00:00.000+0000",6,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,789,585,997,1274,1357,1357,1357,1357,1357,1357,1357,1357,1357],["2015-01-01T16:00:00.000+0000","PDX",1,1,1,4,"2015-01-01","WN",19393,"N619SW",14057,"OR",13198,"MCI","MO",830,829,-1,0,0,-1,"0800-0859",1345,1350,5,5,0,0,"1300-1359",0,0,1482,6,0,0,0,0,0,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",197569005810,"2015-01-01T16:30:00.000+0000","2015010114","2015-01-01T14:30:00.000+0000","2015010113","2015010112","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000","2015010113",15,26,23,30.23,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000",10,16,14,29.13,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:45:00.000+0000","0.0",null,"0.0",null,null,0,9.625,0.125,9.625,0.125,9.625,0.125,2.4285714285714284,0,"2015-01-01T16:29:00.000+0000","2015-01-01T16:00:00.000+0000",6,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,789,585,997,1274,1357,1357,1357,1357,1357,1357,1357,1357,1357],["2015-01-01T16:00:00.000+0000","PDX",1,1,1,4,"2015-01-01","OO",20304,"N812SK",14057,"OR",14747,"SEA","WA",835,840,5,5,0,0,"0800-0859",925,925,0,0,0,0,"0900-0959",0,0,129,1,0,0,0,0,0,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",197568881865,"2015-01-01T16:35:00.000+0000","2015010114","2015-01-01T14:35:00.000+0000","2015010113","2015010112","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000","2015010113",15,26,23,30.23,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000",22,29,27,29.85,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T17:25:00.000+0000","0.0","2015-01-01T15:00:00.000+0000","0.0","2015-01-01T16:00:00.000+0000",35,0,7,0.09090909090909091,7,0.09090909090909091,7,0.09090909090909091,1.4444444444444444,0,"2015-01-01T16:40:00.000+0000","2015-01-01T16:00:00.000+0000",6,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,789,585,997,1274,1357,1357,1357,1357,1357,1357,1357,1357,1357],["2015-01-01T16:00:00.000+0000","PDX",1,1,1,4,"2015-01-01","US",20355,"N178US",14057,"OR",14107,"PHX","AZ",845,842,-3,0,0,-1,"0800-0859",1212,1207,-5,0,0,-1,"1200-1259",0,0,1009,5,0,0,0,0,0,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",103080068948,"2015-01-01T16:45:00.000+0000","2015010114","2015-01-01T14:45:00.000+0000","2015010113","2015010112","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-01T05:53:00","FM-15","7","0.0",null,"2015-01-01T13:53:00.000+0000","2015010113",15,26,23,30.23,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T13:51:00.000+0000",32,36,34,28.91,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:12:00.000+0000","0.0",null,"0.0",null,null,0,6.153846153846154,0.07692307692307693,6.153846153846154,0.07692307692307693,6.153846153846154,0.07692307692307693,1.4545454545454546,0,"2015-01-01T16:42:00.000+0000","2015-01-01T16:00:00.000+0000",6,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,789,585,997,1274,1357,1357,1357,1357,1357,1357,1357,1357,1357],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N674DL",10397,"GA",11697,"FLL","FL",1200,1156,-4,0,0,-1,"1200-1259",1355,1346,-9,0,0,-1,"1300-1359",0,0,581,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",128849758748,"2015-01-01T17:00:00.000+0000","2015010115","2015-01-01T15:00:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",70,75,72,30.19,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:55:00.000+0000","0.0",null,"0.0",null,null,0,3.509433962264151,0.11320754716981132,3.509433962264151,0.11320754716981132,3.3366336633663365,0.09900990099009901,3.6037735849056602,0.07547169811320754,"2015-01-01T16:56:00.000+0000","2015-01-01T16:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N929DL",10397,"GA",11042,"CLE","OH",1205,1200,-5,0,0,-1,"1200-1259",1354,1335,-19,0,0,-2,"1300-1359",0,0,554,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",17180528911,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",8,23,19,29.23,220,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:54:00.000+0000","0.0","2015-01-01T14:45:00.000+0000","0.0","2015-01-01T16:17:00.000+0000",48,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:00:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N905DE",10397,"GA",13931,"ORF","VA",1205,1202,-3,0,0,-1,"1200-1259",1339,1331,-8,0,0,-1,"1300-1359",0,0,516,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",154619001361,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","9.1","36.9033","-76.1922","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",21,40,33,30.29,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:39:00.000+0000","0.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T16:07:00.000+0000",58,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:02:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N303DQ",10397,"GA",14635,"RSW","FL",1205,1202,-3,0,0,-1,"1200-1259",1347,1329,-18,0,0,-2,"1300-1359",0,0,515,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",25770317315,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-01T09:53:00","FM-15","7","0.0","BR:1 ||","2015-01-01T14:53:00.000+0000",64,65,64,30.21,40,6,1,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:47:00.000+0000","0.0","2015-01-01T12:00:00.000+0000","0.0","2015-01-01T16:06:00.000+0000",59,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:02:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N936DL",10397,"GA",11252,"DAB","FL",1205,1202,-3,0,0,-1,"1200-1259",1322,1310,-12,0,0,-1,"1300-1359",0,0,366,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111670425500,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAB","DAB","Daytona Beach International Airport","Daytona Beach","Florida","US",34,29.1798992157,-81.0580978394,"America/New_York","74787012834","DAYTONA BEACH INTERNATIONAL AIRPORT, FL US","9.4","29.1828","-81.0483","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",62,67,64,30.25,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:22:00.000+0000","0.0","2015-01-01T14:30:00.000+0000","0.0","2015-01-01T16:20:00.000+0000",45,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:02:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N815DN",10397,"GA",14869,"SLC","UT",1205,1202,-3,0,0,-1,"1200-1259",1425,1354,-31,0,0,-2,"1400-1459",0,0,1590,7,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",861161,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",2,7,6,25.77,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:25:00.000+0000","0.0",null,"0.0",null,null,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:02:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N910DE",10397,"GA",11193,"CVG","KY",1205,1201,-4,0,0,-1,"1200-1259",1331,1325,-6,0,0,-1,"1300-1359",0,0,373,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",231929505106,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000",11,26,22,29.28,210,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:31:00.000+0000","0.0","2015-01-01T13:30:00.000+0000","0.0","2015-01-01T16:16:00.000+0000",49,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:01:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N935DN",10397,"GA",12339,"IND","IN",1205,1205,0,0,0,0,"1200-1259",1339,1333,-6,0,0,-1,"1300-1359",0,0,432,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",17180215590,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-01T09:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",12,22,19,29.31,240,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:39:00.000+0000","6.0","2015-01-01T14:05:00.000+0000","0.0","2015-01-01T16:11:00.000+0000",54,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:05:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N915AT",10397,"GA",11986,"GRR","MI",1205,1157,-8,0,0,-1,"1200-1259",1400,1351,-9,0,0,-1,"1400-1459",0,0,640,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",223339063167,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",17,25,22,29.06,260,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:00:00.000+0000","0.0","2015-01-01T15:16:00.000+0000","0.0","2015-01-01T16:25:00.000+0000",40,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T16:57:00.000+0000","2015-01-01T16:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N555NW",10397,"GA",11292,"DEN","CO",1205,1203,-2,0,0,-1,"1200-1259",1330,1327,-3,0,0,-1,"1300-1359",0,0,1199,5,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",240519016389,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",0,9,7,24.55,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:30:00.000+0000","0.0","2015-01-01T14:30:00.000+0000","0.0","2015-01-01T16:02:00.000+0000",63,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:03:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N372NW",10397,"GA",13487,"MSP","MN",1205,1204,-1,0,0,-1,"1200-1259",1344,1339,-5,0,0,-1,"1300-1359",0,0,907,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",249109119335,"2015-01-01T17:05:00.000+0000","2015010115","2015-01-01T15:05:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-01T08:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",13,19,17,28.96,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:44:00.000+0000","0.0",null,"0.0",null,null,0,3.3482142857142856,0.10714285714285714,3.3482142857142856,0.10714285714285714,3.0288461538461537,0.08653846153846154,3.3448275862068964,0.06896551724137931,"2015-01-01T17:04:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N397DA",10397,"GA",13232,"MDW","IL",1206,1204,-2,0,0,-1,"1200-1259",1304,1303,-1,0,0,-1,"1300-1359",0,0,591,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",197569008108,"2015-01-01T17:06:00.000+0000","2015010115","2015-01-01T15:06:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T08:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",8,19,16,29.41,250,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:04:00.000+0000","2.0","2015-01-01T13:30:00.000+0000","0.0","2015-01-01T16:25:00.000+0000",41,0,3.289473684210526,0.10526315789473684,3.289473684210526,0.10526315789473684,2.9716981132075473,0.08490566037735849,3.392857142857143,0.07142857142857142,"2015-01-01T17:04:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N980EV",10397,"GA",14783,"SGF","MO",1207,1202,-5,0,0,-1,"1200-1259",1304,1304,0,0,0,0,"1300-1359",0,0,563,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",68719897805,"2015-01-01T17:07:00.000+0000","2015010115","2015-01-01T15:07:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23985","-93.39007","2015-01-01T08:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000",15,24,21,28.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:04:00.000+0000","1.0","2015-01-01T14:55:00.000+0000","0.0","2015-01-01T16:24:00.000+0000",43,0,3.289473684210526,0.10526315789473684,3.289473684210526,0.10526315789473684,2.9716981132075473,0.08490566037735849,2.963636363636364,0.05454545454545454,"2015-01-01T17:02:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N884AS",10397,"GA",14574,"ROA","VA",1209,1203,-6,0,0,-1,"1200-1259",1328,1323,-5,0,0,-1,"1300-1359",0,0,357,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",163210012462,"2015-01-01T17:09:00.000+0000","2015010115","2015-01-01T15:09:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KROA","ROA","Roanoke Regional Woodrum Field","Roanoke","Virginia","US",1175,37.3255004883,-79.975402832,"America/New_York","72411013741","ROANOKE INTERNATIONAL AIRPORT, VA US","358.1","37.3169","-79.9741","2015-01-01T09:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",14,33,27,29.02,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:28:00.000+0000","0.0","2015-01-01T15:27:00.000+0000","0.0","2015-01-01T16:23:00.000+0000",46,0,3.289473684210526,0.10526315789473684,3.289473684210526,0.10526315789473684,2.9716981132075473,0.08490566037735849,3.0185185185185186,0.05555555555555555,"2015-01-01T17:03:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N302DQ",10397,"GA",11066,"CMH","OH",1209,1207,-2,0,0,-1,"1200-1259",1342,1334,-8,0,0,-1,"1300-1359",0,0,447,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111670313962,"2015-01-01T17:09:00.000+0000","2015010115","2015-01-01T15:09:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",10,24,20,29.3,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:42:00.000+0000","0.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T16:28:00.000+0000",41,0,3.289473684210526,0.10526315789473684,3.289473684210526,0.10526315789473684,2.9716981132075473,0.08490566037735849,3.0185185185185186,0.05555555555555555,"2015-01-01T17:07:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N695CA",10397,"GA",10781,"BTR","LA",1210,1209,-1,0,0,-1,"1200-1259",1248,1252,4,4,0,0,"1200-1259",0,0,448,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",188978946385,"2015-01-01T17:10:00.000+0000","2015010115","2015-01-01T15:10:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBTR","BTR","Baton Rouge Metropolitan Ryan Field","Baton Rouge","Louisiana","US",70,30.53319931,-91.14959717,"America/Chicago","72232013970","BATON ROUGE METRO AIRPORT, LA US","19.5","30.5372","-91.1469","2015-01-01T08:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",37,44,41,30.23,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:48:00.000+0000","0.0","2015-01-01T12:20:00.000+0000","0.0","2015-01-01T13:48:00.000+0000",202,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,2.963636363636364,0.05454545454545454,"2015-01-01T17:09:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N686BR",10397,"GA",15323,"TRI","TN",1210,1205,-5,0,0,-1,"1200-1259",1313,1307,-6,0,0,-1,"1300-1359",0,0,227,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",94489531473,"2015-01-01T17:10:00.000+0000","2015010115","2015-01-01T15:10:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTRI","TRI","Tri Cities Regional Tn Va Airport","Bristol/Johnson/Kingsport","Tennessee","US",1519,36.4752006531,-82.4074020386,"America/New_York","72335013877","BRISTOL AIRPORT, TN US","456.3","36.47967","-82.39898","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",23,27,26,28.7,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:13:00.000+0000","0.0",null,"0.0",null,null,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,2.963636363636364,0.05454545454545454,"2015-01-01T17:05:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N920AT",10397,"GA",14524,"RIC","VA",1210,1208,-2,0,0,-1,"1200-1259",1340,1332,-8,0,0,-1,"1300-1359",0,0,481,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",163208969753,"2015-01-01T17:10:00.000+0000","2015010115","2015-01-01T15:10:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2015-01-01T09:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",16,40,32,30.12,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:40:00.000+0000","0.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T16:10:00.000+0000",60,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,2.963636363636364,0.05454545454545454,"2015-01-01T17:08:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N859AS",10397,"GA",13422,"MOB","AL",1210,1210,0,0,0,0,"1200-1259",1224,1224,0,0,0,0,"1200-1259",0,0,302,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",51540836951,"2015-01-01T17:10:00.000+0000","2015010115","2015-01-01T15:10:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOB","MOB","Mobile Regional Airport","Mobile","Alabama","US",219,30.6912002563,-88.2427978516,"America/Chicago","72223013894","MOBILE REGIONAL AIRPORT, AL US","65.5","30.68833","-88.24556","2015-01-01T08:56:00","FM-15","7","0.0","BR:1 ||","2015-01-01T14:56:00.000+0000",43,45,44,30.09,80,6,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:24:00.000+0000","0.0",null,"0.0",null,null,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,2.963636363636364,0.05454545454545454,"2015-01-01T17:10:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N530US",10397,"GA",14683,"SAT","TX",1210,1209,-1,0,0,-1,"1200-1259",1352,1340,-12,0,0,-1,"1300-1359",0,0,874,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",249108444029,"2015-01-01T17:10:00.000+0000","2015010115","2015-01-01T15:10:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-01T08:51:00","FM-15","7","0.01","-DZ:01 FG:2 |FG DZ |","2015-01-01T14:51:00.000+0000",36,38,37,29.39,30,6,0.5,"-DZ:01 FG:2 ","FG DZ ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2015-01-01T19:52:00.000+0000","2.0","2015-01-01T14:25:00.000+0000","0.0","2015-01-01T16:28:00.000+0000",42,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,2.963636363636364,0.05454545454545454,"2015-01-01T17:09:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N969AT",10397,"GA",13360,"MLB","FL",1212,1210,-2,0,0,-1,"1200-1259",1343,1329,-14,0,0,-1,"1300-1359",0,0,442,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",240518342253,"2015-01-01T17:12:00.000+0000","2015010115","2015-01-01T15:12:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLB","MLB","Melbourne International Airport","Melbourne","Florida","US",33,28.1028003693,-80.6453018188,"America/New_York","72204012838","MELBOURNE INTERNATIONAL AIRPORT, FL US","8.2","28.1011","-80.6439","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",68,70,69,30.22,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:43:00.000+0000","2.0","2015-01-01T15:05:00.000+0000","0.0","2015-01-01T16:27:00.000+0000",45,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,3.1153846153846154,0.057692307692307696,"2015-01-01T17:10:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N986DL",10397,"GA",12478,"JFK","NY",1212,1215,3,3,0,0,"1200-1259",1429,1414,-15,0,0,-1,"1400-1459",0,0,760,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",163208970620,"2015-01-01T17:12:00.000+0000","2015010115","2015-01-01T15:12:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",5,33,25,30.19,270,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:29:00.000+0000","0.0",null,"0.0",null,null,0,3.260869565217391,0.10434782608695652,3.260869565217391,0.10434782608695652,2.94392523364486,0.08411214953271028,3.1153846153846154,0.057692307692307696,"2015-01-01T17:15:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N871AS",10397,"GA",11953,"GNV","FL",1214,1242,28,28,1,1,"1200-1259",1326,1343,17,17,1,1,"1300-1359",0,0,300,2,0,0,0,0,17,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",180389808551,"2015-01-01T17:14:00.000+0000","2015010115","2015-01-01T15:14:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGNV","GNV","Gainesville Regional Airport","Gainesville","Florida","US",152,29.6900997162,-82.2717971802,"America/New_York","74756012816","GAINESVILLE REGIONAL AIRPORT, FL US","37.5","29.6919","-82.2755","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",49,52,50,30.16,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:26:00.000+0000","0.0","2015-01-01T15:33:00.000+0000","0.0","2015-01-01T16:29:00.000+0000",45,0,3.2327586206896552,0.10344827586206896,3.2327586206896552,0.10344827586206896,2.9166666666666665,0.08333333333333333,3.1153846153846154,0.057692307692307696,"2015-01-01T17:42:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N918DE",10397,"GA",11298,"DFW","TX",1215,1213,-2,0,0,-1,"1200-1259",1350,1329,-21,0,0,-2,"1300-1359",0,0,731,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",34360592391,"2015-01-01T17:15:00.000+0000","2015010115","2015-01-01T15:15:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T09:15:00","FM-16","7","0.0","-FZ:8 DZ:01 BR:1 |FZDZ |","2015-01-01T15:15:00.000+0000",30,32,31,29.69,360,5,2,"-FZ:8 DZ:01 BR:1 ","FZDZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:50:00.000+0000","0.0","2015-01-01T15:00:00.000+0000","0.0","2015-01-01T16:17:00.000+0000",58,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.607142857142857,0.07142857142857142,"2015-01-01T17:13:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N375DA",10397,"GA",11433,"DTW","MI",1215,1216,1,1,0,0,"1200-1259",1416,1409,-7,0,0,-1,"1400-1459",0,0,594,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",60130652952,"2015-01-01T17:15:00.000+0000","2015010115","2015-01-01T15:15:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",8,20,17,29.29,220,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:16:00.000+0000","0.0",null,"0.0",null,null,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.607142857142857,0.07142857142857142,"2015-01-01T17:16:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N927EV",10397,"GA",10185,"AEX","LA",1215,1211,-4,0,0,-1,"1200-1259",1303,1257,-6,0,0,-1,"1300-1359",0,0,500,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",60130096308,"2015-01-01T17:15:00.000+0000","2015010115","2015-01-01T15:15:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAEX","AEX","Alexandria International Airport","Alexandria","Louisiana","US",89,31.3274002075,-92.5497970581,"America/Chicago","74754093915","ALEXANDRIA INTERNATIONAL AIRPORT, LA US","25.6","31.33472","-92.55861","2015-01-01T08:53:00","FM-15","7","0.04",null,"2015-01-01T14:53:00.000+0000",36,38,37,30.22,50,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:03:00.000+0000","0.0",null,"0.0",null,null,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.607142857142857,0.07142857142857142,"2015-01-01T17:11:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N914DE",10397,"GA",10529,"BDL","CT",1216,1216,0,0,0,0,"1200-1259",1434,1421,-13,0,0,-1,"1400-1459",0,0,859,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",197568681308,"2015-01-01T17:16:00.000+0000","2015010115","2015-01-01T15:16:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",4,28,22,29.88,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:34:00.000+0000","0.0",null,"0.0",null,null,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.811320754716981,0.07547169811320754,"2015-01-01T17:16:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N882AS",10397,"GA",12323,"ILM","NC",1216,1213,-3,0,0,-1,"1200-1259",1334,1320,-14,0,0,-1,"1300-1359",0,0,377,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",60129843783,"2015-01-01T17:16:00.000+0000","2015010115","2015-01-01T15:16:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","10.1","34.2675","-77.8997","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",33,44,39,30.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:34:00.000+0000","0.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T16:24:00.000+0000",52,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.811320754716981,0.07547169811320754,"2015-01-01T17:13:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N953AT",10397,"GA",12448,"JAN","MS",1216,1213,-3,0,0,-1,"1200-1259",1239,1224,-15,0,0,-1,"1200-1259",0,0,341,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",171799460581,"2015-01-01T17:16:00.000+0000","2015010115","2015-01-01T15:16:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAN","JAN","Jackson Evers International Airport","Jackson","Mississippi","US",346,32.3111991882,-90.0758972168,"America/Chicago","72235003940","JACKSON INTERNATIONAL AIRPORT, MS US","100.6","32.3205","-90.0777","2015-01-01T08:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",32,40,37,29.99,30,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:39:00.000+0000","0.0","2015-01-01T14:30:00.000+0000","0.0","2015-01-01T16:30:00.000+0000",46,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.811320754716981,0.07547169811320754,"2015-01-01T17:13:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N870AS",10397,"GA",11146,"CRW","WV",1217,1227,10,10,0,0,"1200-1259",1335,1340,5,5,0,0,"1300-1359",0,0,363,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",188978636726,"2015-01-01T17:17:00.000+0000","2015010115","2015-01-01T15:17:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCRW","CRW","Yeager Airport","Charleston","West Virginia","US",981,38.3731002808,-81.5932006836,"America/New_York","72414013866","CHARLESTON YEAGER AIRPORT, WV US","277.4","38.3794","-81.59","2015-01-01T09:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",13,30,25,29.23,220,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:35:00.000+0000","0.0",null,"0.0",null,null,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.811320754716981,0.07547169811320754,"2015-01-01T17:27:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N181PQ",10397,"GA",10868,"CAE","SC",1218,1230,12,12,0,0,"1200-1259",1317,1322,5,5,0,0,"1300-1359",0,0,192,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",231929379593,"2015-01-01T17:18:00.000+0000","2015010115","2015-01-01T15:18:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCAE","CAE","Columbia Metropolitan Airport","Columbia","South Carolina","US",236,33.9388008118,-81.1194992065,"America/New_York","72310013883","COLUMBIA METROPOLITAN AIRPORT, SC US","68.6","33.94228","-81.11803","2015-01-01T09:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-01T14:56:00.000+0000",35,41,38,30.12,0,0,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:17:00.000+0000","0.0","2015-01-01T11:54:00.000+0000","0.0","2015-01-01T14:05:00.000+0000",193,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.811320754716981,0.07547169811320754,"2015-01-01T17:30:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N758EV",10397,"GA",11973,"GPT","MS",1219,1213,-6,0,0,-1,"1200-1259",1240,1243,3,3,0,0,"1200-1259",0,0,352,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",42949975411,"2015-01-01T17:19:00.000+0000","2015010115","2015-01-01T15:19:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGPT","GPT","Gulfport Biloxi International Airport","Gulfport","Mississippi","US",28,30.4073009491,-89.070098877,"America/Chicago","74757093874","GULFPORT BILOXI AIRPORT, MS US","12.8","30.4119","-89.0808","2015-01-01T08:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",41,45,43,30.29,60,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:40:00.000+0000","0.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T15:33:00.000+0000",106,0,3.4583333333333335,0.10833333333333334,3.4583333333333335,0.10833333333333334,3.169642857142857,0.08928571428571429,3.811320754716981,0.07547169811320754,"2015-01-01T17:13:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N635DL",10397,"GA",14027,"PBI","FL",1220,1232,12,12,0,0,"1200-1259",1410,1403,-7,0,0,-1,"1400-1459",0,0,545,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",137439806153,"2015-01-01T17:20:00.000+0000","2015010115","2015-01-01T15:20:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",70,75,72,30.19,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:10:00.000+0000","0.0",null,"0.0",null,null,0,3.4545454545454546,0.10743801652892562,3.4545454545454546,0.10743801652892562,3.168141592920354,0.08849557522123894,3.7962962962962963,0.07407407407407407,"2015-01-01T17:32:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","OO",20304,"N910EV",10397,"GA",14696,"SBN","IN",1220,1216,-4,0,0,-1,"1200-1259",1410,1405,-5,0,0,-1,"1400-1459",0,0,566,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111669263552,"2015-01-01T17:20:00.000+0000","2015010115","2015-01-01T15:20:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.6","41.7072","-86.3163","2015-01-01T09:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",7,19,16,29.23,250,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:10:00.000+0000","0.0","2015-01-01T14:30:00.000+0000","0.0","2015-01-01T16:29:00.000+0000",51,0,3.4545454545454546,0.10743801652892562,3.4545454545454546,0.10743801652892562,3.168141592920354,0.08849557522123894,3.7962962962962963,0.07407407407407407,"2015-01-01T17:16:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N1612T",10397,"GA",12892,"LAX","CA",1220,1321,61,61,1,4,"1200-1259",1429,1513,44,44,1,2,"1400-1459",0,0,1947,8,44,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",94490563269,"2015-01-01T17:20:00.000+0000","2015010115","2015-01-01T15:20:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-01T06:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",24,37,32,29.78,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:29:00.000+0000","0.0",null,"0.0",null,null,0,3.4545454545454546,0.10743801652892562,3.4545454545454546,0.10743801652892562,3.168141592920354,0.08849557522123894,3.7962962962962963,0.07407407407407407,"2015-01-01T18:21:00.000+0000","2015-01-01T18:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","WN",19393,"N466WN",10397,"GA",13204,"MCO","FL",1225,1221,-4,0,0,-1,"1200-1259",1350,1343,-7,0,0,-1,"1300-1359",0,0,404,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",42950740556,"2015-01-01T17:25:00.000+0000","2015010115","2015-01-01T15:25:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",60,65,62,30.16,10,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:50:00.000+0000","136.0","2015-01-01T11:15:00.000+0000","116.0","2015-01-01T13:05:00.000+0000",260,1,3.344,0.104,3.344,0.104,3.086206896551724,0.08620689655172414,3.5892857142857144,0.07142857142857142,"2015-01-01T17:21:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N712EV",10397,"GA",15624,"VPS","FL",1230,1228,-2,0,0,-1,"1200-1259",1244,1235,-9,0,0,-1,"1200-1259",0,0,250,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",197568531417,"2015-01-01T17:30:00.000+0000","2015010115","2015-01-01T15:30:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KVPS","VPS","Eglin Air Force Base","Valparaiso","Florida","US",87,30.4832000732,-86.5253982544,"America/Chicago","72221013858","VALPARAISO EGLIN AFB, FL US","20.1","30.48333","-86.51667","2015-01-01T08:58:00","FM-15","7","0.0",null,"2015-01-01T14:58:00.000+0000",43,47,45,30.22,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T18:44:00.000+0000","0.0",null,"0.0",null,null,0,3.2977099236641223,0.09923664122137404,3.2977099236641223,0.09923664122137404,3.0252100840336134,0.08403361344537816,2.433333333333333,0.05,"2015-01-01T17:28:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N958DN",10397,"GA",14100,"PHL","PA",1230,1228,-2,0,0,-1,"1200-1259",1433,1428,-5,0,0,-1,"1400-1459",0,0,666,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",34361020784,"2015-01-01T17:30:00.000+0000","2015010115","2015-01-01T15:30:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-01T09:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",9,36,28,30.2,240,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:33:00.000+0000","0.0",null,"0.0",null,null,0,3.2977099236641223,0.09923664122137404,3.2977099236641223,0.09923664122137404,3.0252100840336134,0.08403361344537816,2.433333333333333,0.05,"2015-01-01T17:28:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N908DA",10397,"GA",10423,"AUS","TX",1230,1225,-5,0,0,-1,"1200-1259",1405,1359,-6,0,0,-1,"1400-1459",0,0,813,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",197569093795,"2015-01-01T17:30:00.000+0000","2015010115","2015-01-01T15:30:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-01T08:53:00","FM-15","7","0.02","BR:1 BC:3 FG:2 |FG |","2015-01-01T14:53:00.000+0000",35,35,35,29.76,350,10,1.5,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2015-01-01T20:05:00.000+0000","0.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T16:30:00.000+0000",60,0,3.2977099236641223,0.09923664122137404,3.2977099236641223,0.09923664122137404,3.0252100840336134,0.08403361344537816,2.433333333333333,0.05,"2015-01-01T17:25:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","WN",19393,"N201LV",10397,"GA",12892,"LAX","CA",1230,1243,13,13,0,0,"1200-1259",1440,1457,17,17,1,1,"1400-1459",0,0,1947,8,13,0,4,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",8590980182,"2015-01-01T17:30:00.000+0000","2015010115","2015-01-01T15:30:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-01T06:53:00","FM-15","7","0.0",null,"2015-01-01T14:53:00.000+0000",24,37,32,29.78,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:40:00.000+0000","0.0","2015-01-01T15:30:00.000+0000","0.0","2015-01-01T16:55:00.000+0000",35,0,3.2977099236641223,0.09923664122137404,3.2977099236641223,0.09923664122137404,3.0252100840336134,0.08403361344537816,2.433333333333333,0.05,"2015-01-01T17:43:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","WN",19393,"N780SW",10397,"GA",14679,"SAN","CA",1240,1236,-4,0,0,-1,"1200-1259",1445,1424,-21,0,0,-2,"1400-1459",0,0,1892,8,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",77309884495,"2015-01-01T17:40:00.000+0000","2015010115","2015-01-01T15:40:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-01T06:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",27,42,36,30.13,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:45:00.000+0000","0.0","2015-01-01T15:40:00.000+0000","0.0","2015-01-01T17:10:00.000+0000",30,0,3.1366906474820144,0.09352517985611511,3.1366906474820144,0.09352517985611511,2.912,0.08,2.288135593220339,0.05084745762711865,"2015-01-01T17:36:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N940DN",10397,"GA",15304,"TPA","FL",1240,1236,-4,0,0,-1,"1200-1259",1405,1355,-10,0,0,-1,"1400-1459",0,0,406,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",137439634028,"2015-01-01T17:40:00.000+0000","2015010115","2015-01-01T15:40:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-01T09:57:00","FM-16","7","0.0","HZ:7 |FU |HZ","2015-01-01T14:57:00.000+0000",55,61,58,30.28,10,7,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:05:00.000+0000","0.0","2015-01-01T15:40:00.000+0000","0.0","2015-01-01T16:53:00.000+0000",47,0,3.1366906474820144,0.09352517985611511,3.1366906474820144,0.09352517985611511,2.912,0.08,2.288135593220339,0.05084745762711865,"2015-01-01T17:36:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N133EV",10397,"GA",12197,"HPN","NY",1240,1235,-5,0,0,-1,"1200-1259",1451,1439,-12,0,0,-1,"1400-1459",0,0,780,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",25770822078,"2015-01-01T17:40:00.000+0000","2015010115","2015-01-01T15:40:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHPN","HPN","Westchester County Airport","White Plains","New York","US",439,41.0670013428,-73.7076034546,"America/New_York","72503794745","WESTCHESTER CO AIRPORT, NY US","111.9","41.06236","-73.70463","2015-01-01T09:56:00","FM-15","7","0.0",null,"2015-01-01T14:56:00.000+0000",4,27,21,29.71,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:51:00.000+0000","0.0","2015-01-01T14:59:00.000+0000","0.0","2015-01-01T17:00:00.000+0000",40,0,3.1366906474820144,0.09352517985611511,3.1366906474820144,0.09352517985611511,2.912,0.08,2.288135593220339,0.05084745762711865,"2015-01-01T17:35:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N332NW",10397,"GA",15016,"STL","MO",1242,1240,-2,0,0,-1,"1200-1259",1329,1316,-13,0,0,-1,"1300-1359",0,0,484,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",120259088853,"2015-01-01T17:42:00.000+0000","2015010115","2015-01-01T15:42:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-01T08:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",13,27,23,29.5,250,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:29:00.000+0000","38.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T15:57:00.000+0000",105,1,3.1366906474820144,0.09352517985611511,3.1366906474820144,0.09352517985611511,2.912,0.08,1.9272727272727272,0.03636363636363636,"2015-01-01T17:40:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","WN",19393,"N916WN",10397,"GA",10529,"BDL","CT",1245,1246,1,1,0,0,"1200-1259",1500,1447,-13,0,0,-1,"1500-1559",0,0,859,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",214749631125,"2015-01-01T17:45:00.000+0000","2015010115","2015-01-01T15:45:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",4,28,22,29.88,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:00:00.000+0000","0.0","2015-01-01T15:25:00.000+0000","0.0","2015-01-01T17:15:00.000+0000",30,0,3.1843971631205674,0.09219858156028368,3.1843971631205674,0.09219858156028368,2.968503937007874,0.07874015748031496,2.2452830188679247,0.03773584905660377,"2015-01-01T17:46:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N995DL",10397,"GA",12953,"LGA","NY",1245,1242,-3,0,0,-1,"1200-1259",1459,1447,-12,0,0,-1,"1400-1459",0,0,762,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",25769980985,"2015-01-01T17:45:00.000+0000","2015010115","2015-01-01T15:45:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T09:51:00","FM-15","7","0.0",null,"2015-01-01T14:51:00.000+0000",6,30,23,30.16,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:59:00.000+0000","0.0","2015-01-01T15:30:00.000+0000","0.0","2015-01-01T16:56:00.000+0000",49,0,3.1843971631205674,0.09219858156028368,3.1843971631205674,0.09219858156028368,2.968503937007874,0.07874015748031496,2.2452830188679247,0.03773584905660377,"2015-01-01T17:42:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N927AT",10397,"GA",13244,"MEM","TN",1245,1243,-2,0,0,-1,"1200-1259",1309,1256,-13,0,0,-1,"1300-1359",0,0,332,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",171799714655,"2015-01-01T17:45:00.000+0000","2015010115","2015-01-01T15:45:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T09:52:00","FM-15","7","0.0",null,"2015-01-01T14:52:00.000+0000","2015010114",27,43,37,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","77.4","35.0564","-89.9865","2015-01-01T08:54:00","FM-15","7","0.0",null,"2015-01-01T14:54:00.000+0000",21,37,31,30.02,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:09:00.000+0000","0.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T16:45:00.000+0000",60,0,3.1843971631205674,0.09219858156028368,3.1843971631205674,0.09219858156028368,2.968503937007874,0.07874015748031496,2.2452830188679247,0.03773584905660377,"2015-01-01T17:43:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","EV",20366,"N856AS",10397,"GA",12007,"GTR","MS",1253,1251,-2,0,0,-1,"1200-1259",1301,1249,-12,0,0,-1,"1300-1359",0,0,241,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",103080146671,"2015-01-01T17:53:00.000+0000","2015010115","2015-01-01T15:53:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T10:52:00","FM-15","7","0.0",null,"2015-01-01T15:52:00.000+0000","2015010115",27,47,39,29.25,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGTR","GTR","Golden Triangle Regional Airport","Columbus/W Point/Starkville","Mississippi","US",264,33.4502983093,-88.5914001465,"America/Chicago","72330753893","GOLDEN TRIANGLE, MS US","80.5","33.45","-88.58333","2015-01-01T08:55:00","FM-15","7","0.0",null,"2015-01-01T14:55:00.000+0000",30,37,34,30.06,60,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:01:00.000+0000","0.0","2015-01-01T16:20:00.000+0000","0.0","2015-01-01T17:11:00.000+0000",42,0,3.738853503184713,0.10191082802547771,3.738853503184713,0.10191082802547771,3.652482269503546,0.09219858156028368,4.175438596491228,0.08771929824561403,"2015-01-01T17:51:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","US",20355,"N762US",10397,"GA",14100,"PHL","PA",1255,1250,-5,0,0,-1,"1200-1259",1453,1444,-9,0,0,-1,"1400-1459",0,0,666,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",51540688984,"2015-01-01T17:55:00.000+0000","2015010115","2015-01-01T15:55:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T10:52:00","FM-15","7","0.0",null,"2015-01-01T15:52:00.000+0000","2015010115",27,47,39,29.25,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-01T10:54:00","FM-15","7","0.0",null,"2015-01-01T15:54:00.000+0000",11,38,29,30.18,240,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:53:00.000+0000","0.0",null,"0.0",null,null,0,3.6459627329192545,0.09937888198757763,3.6459627329192545,0.09937888198757763,3.5517241379310347,0.0896551724137931,3.966666666666667,0.08333333333333333,"2015-01-01T17:50:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","WN",19393,"N967WN",10397,"GA",13232,"MDW","IL",1255,1249,-6,0,0,-1,"1200-1259",1355,1337,-18,0,0,-2,"1300-1359",0,0,591,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",25770531631,"2015-01-01T17:55:00.000+0000","2015010115","2015-01-01T15:55:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T10:52:00","FM-15","7","0.0",null,"2015-01-01T15:52:00.000+0000","2015010115",27,47,39,29.25,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000",8,22,18,29.39,230,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:55:00.000+0000","0.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T17:15:00.000+0000",40,0,3.6459627329192545,0.09937888198757763,3.6459627329192545,0.09937888198757763,3.5517241379310347,0.0896551724137931,3.966666666666667,0.08333333333333333,"2015-01-01T17:49:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T17:00:00.000+0000","ATL",1,1,1,4,"2015-01-01","DL",19790,"N343NB",10397,"GA",10721,"BOS","MA",1259,1254,-5,0,0,-1,"1200-1259",1529,1511,-18,0,0,-2,"1500-1559",0,0,946,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",25769811016,"2015-01-01T17:59:00.000+0000","2015010115","2015-01-01T15:59:00.000+0000","2015010114","2015010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T10:52:00","FM-15","7","0.0",null,"2015-01-01T15:52:00.000+0000","2015010115",27,47,39,29.25,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-01T10:54:00","FM-15","7","0.0",null,"2015-01-01T15:54:00.000+0000",5,30,23,30.02,230,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:29:00.000+0000","0.0","2015-01-01T12:30:00.000+0000","0.0","2015-01-01T13:58:00.000+0000",241,0,3.6012269938650308,0.09815950920245399,3.6012269938650308,0.09815950920245399,3.503401360544218,0.08843537414965986,4.033898305084746,0.0847457627118644,"2015-01-01T17:54:00.000+0000","2015-01-01T17:00:00.000+0000",54,51,54,51,1.0588235294117647,86,88,0.9772727272727273,96,99,0.9696969696969697,102,103,0.9902912621359223,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,103,104,0.9903846153846154,901,722,1307,1719,1996,2079,2079,2079,2079,2079,2079,2079,2079],["2015-01-01T18:00:00.000+0000","BUR",1,1,1,4,"2015-01-01","WN",19393,"N406WN",10800,"CA",13796,"OAK","CA",1000,955,-5,0,0,-1,"1000-1059",1110,1105,-5,0,0,-1,"1100-1159",0,0,325,2,0,0,0,0,0,2015,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles",146029478583,"2015-01-01T18:00:00.000+0000","2015010116","2015-01-01T16:00:00.000+0000","2015010115","2015010114","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","225.9","34.20056","-118.3575","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",21,35,30,29.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000",18,45,35,30.02,60,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:10:00.000+0000","0.0","2015-01-01T16:20:00.000+0000","0.0","2015-01-01T17:25:00.000+0000",35,0,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,"2015-01-01T17:55:00.000+0000","2015-01-01T17:00:00.000+0000",2,3,0,3,0,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","BUR",1,1,1,4,"2015-01-01","OO",20304,"N629BR",10800,"CA",14869,"SLC","UT",1009,959,-10,0,0,-1,"1000-1059",1301,1254,-7,0,0,-1,"1300-1359",0,0,574,3,0,0,0,0,0,2015,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles",128850021124,"2015-01-01T18:09:00.000+0000","2015010116","2015-01-01T16:09:00.000+0000","2015010115","2015010114","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","225.9","34.20056","-118.3575","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",21,35,30,29.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-01T08:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000",5,10,9,25.78,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:01:00.000+0000","0.0",null,"0.0",null,null,0,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,58,1,"2015-01-01T17:59:00.000+0000","2015-01-01T17:00:00.000+0000",2,3,0,3,0,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","BUR",1,1,1,4,"2015-01-01","WN",19393,"N790SW",10800,"CA",12889,"LAS","NV",1020,1018,-2,0,0,-1,"1000-1059",1120,1122,2,2,0,0,"1100-1159",0,0,223,1,0,0,0,0,0,2015,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles",51539688881,"2015-01-01T18:20:00.000+0000","2015010116","2015-01-01T16:20:00.000+0000","2015010115","2015010114","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","225.9","34.20056","-118.3575","2015-01-01T07:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",21,35,30,29.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-01T07:56:00","FM-15","7","0.0",null,"2015-01-01T15:56:00.000+0000",17,32,27,27.79,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T19:20:00.000+0000","0.0",null,"0.0",null,null,0,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,60.666666666666664,0.6666666666666666,58,1,"2015-01-01T18:18:00.000+0000","2015-01-01T18:00:00.000+0000",2,3,0,3,0,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,1,3,0.3333333333333333,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","GRR",1,1,1,4,"2015-01-01","WN",19393,"N659SW",11986,"MI",13204,"MCO","FL",1310,1303,-7,0,0,-1,"1300-1359",1600,1539,-21,0,0,-2,"1600-1659",0,0,1024,5,0,0,0,0,0,2015,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",240518572804,"2015-01-01T18:10:00.000+0000","2015010116","2015-01-01T16:10:00.000+0000","2015010115","2015010114","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",18,24,22,29.06,250,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000",61,67,63,30.16,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:00:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T18:03:00.000+0000","2015-01-01T18:00:00.000+0000",2,2,1,2,0.5,4,4,1,5,6,0.8333333333333334,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","GRR",1,1,1,4,"2015-01-01","DL",19790,"N906DA",11986,"MI",13487,"MSP","MN",1325,1331,6,6,0,0,"1300-1359",1404,1400,-4,0,0,-1,"1400-1459",0,0,408,2,0,0,0,0,0,2015,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",231928238421,"2015-01-01T18:25:00.000+0000","2015010116","2015-01-01T16:25:00.000+0000","2015010115","2015010114","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",18,24,22,29.06,250,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000",14,21,19,28.97,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:04:00.000+0000","0.0",null,"0.0",null,null,0,0,0,0,0,0,0,0,0,"2015-01-01T18:31:00.000+0000","2015-01-01T18:00:00.000+0000",2,2,1,2,0.5,4,4,1,5,6,0.8333333333333334,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","PBI",1,1,1,4,"2015-01-01","B6",20409,"N656JB",14027,"FL",12478,"JFK","NY",1314,1336,22,22,1,1,"1300-1359",1556,1611,15,15,1,1,"1500-1559",0,0,1028,5,12,0,0,0,3,2015,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York",214749631170,"2015-01-01T18:14:00.000+0000","2015010116","2015-01-01T16:14:00.000+0000","2015010115","2015010114","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",70,76,72,30.19,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-01T10:51:00","FM-15","7","0.0",null,"2015-01-01T15:51:00.000+0000",7,34,26,30.14,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:56:00.000+0000","27.0","2015-01-01T14:21:00.000+0000","0.0","2015-01-01T17:32:00.000+0000",42,1,1,0.030303030303030304,1,0.030303030303030304,0.2777777777777778,0,0,0,"2015-01-01T18:36:00.000+0000","2015-01-01T18:00:00.000+0000",5,4,6,5,1.2,11,8,1.375,17,16,1.0625,25,24,1.0416666666666667,30,29,1.0344827586206897,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","PBI",1,1,1,4,"2015-01-01","B6",20409,"N552JB",14027,"FL",10721,"BOS","MA",1334,1343,9,9,0,0,"1300-1359",1635,1642,7,7,0,0,"1600-1659",0,0,1197,5,0,0,0,0,0,2015,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York",249108585743,"2015-01-01T18:34:00.000+0000","2015010116","2015-01-01T16:34:00.000+0000","2015010115","2015010114","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",70,76,72,30.19,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-01T10:54:00","FM-15","7","0.0",null,"2015-01-01T15:54:00.000+0000",5,30,23,30.02,230,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:35:00.000+0000","14.0","2015-01-01T14:25:00.000+0000","0.0","2015-01-01T17:50:00.000+0000",44,0,0.9705882352941176,0.029411764705882353,0.9705882352941176,0.029411764705882353,0.3333333333333333,0,0,0,"2015-01-01T18:43:00.000+0000","2015-01-01T18:00:00.000+0000",5,4,6,5,1.2,11,8,1.375,17,16,1.0625,25,24,1.0416666666666667,30,29,1.0344827586206897,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","PBI",1,1,1,4,"2015-01-01","AA",19805,"N3KKAA",14027,"FL",11298,"DFW","TX",1335,1329,-6,0,0,-1,"1300-1359",1545,1538,-7,0,0,-1,"1500-1559",0,0,1102,5,0,0,0,0,0,2015,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York",60130867455,"2015-01-01T18:35:00.000+0000","2015010116","2015-01-01T16:35:00.000+0000","2015010115","2015010114","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",70,76,72,30.19,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T10:34:00","FM-16","7","0.03","-RA:02 BR:1 |RA |","2015-01-01T16:34:00.000+0000",31,33,32,29.69,10,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:45:00.000+0000","0.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T17:50:00.000+0000",45,0,0.9428571428571428,0.02857142857142857,0.9428571428571428,0.02857142857142857,0.3125,0,0,0,"2015-01-01T18:29:00.000+0000","2015-01-01T18:00:00.000+0000",5,4,6,5,1.2,11,8,1.375,17,16,1.0625,25,24,1.0416666666666667,30,29,1.0344827586206897,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T18:00:00.000+0000","PBI",1,1,1,4,"2015-01-01","US",20355,"N814AW",14027,"FL",11057,"CLT","NC",1350,1354,4,4,0,0,"1300-1359",1539,1544,5,5,0,0,"1500-1559",0,0,590,3,0,0,0,0,0,2015,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York",68720523987,"2015-01-01T18:50:00.000+0000","2015010116","2015-01-01T16:50:00.000+0000","2015010115","2015010114","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T15:53:00.000+0000","2015010115",70,76,72,30.19,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-01T10:52:00","FM-15","7","0.0",null,"2015-01-01T15:52:00.000+0000",34,43,39,29.5,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:39:00.000+0000","0.0",null,"0.0",null,null,0,0.9166666666666666,0.027777777777777776,0.9166666666666666,0.027777777777777776,0,0,0,0,"2015-01-01T18:54:00.000+0000","2015-01-01T18:00:00.000+0000",5,4,6,5,1.2,11,8,1.375,17,16,1.0625,25,24,1.0416666666666667,30,29,1.0344827586206897,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,32,29,1.103448275862069,853,710,1432,2017,2429,2706,2789,2789,2789,2789,2789,2789,2789],["2015-01-01T19:00:00.000+0000","BTV",1,1,1,4,"2015-01-01","EV",20366,"N12996",10785,"VT",13930,"ORD","IL",1412,1410,-2,0,0,-1,"1400-1459",1551,1549,-2,0,0,-1,"1500-1559",0,0,763,4,0,0,0,0,0,2015,"KBTV","BTV","Burlington International Airport","Burlington","Vermont","US",335,44.4719009399,-73.1532974243,"America/New_York",137439295324,"2015-01-01T19:12:00.000+0000","2015010117","2015-01-01T17:12:00.000+0000","2015010116","2015010115","72617014742","BURLINGTON INTERNATIONAL AIRPORT, VT US","100.6","44.4683","-73.1499","2015-01-01T11:54:00","FM-15","7","0.0",null,"2015-01-01T16:54:00.000+0000","2015010116",10,27,22,29.47,190,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-01T10:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",9,23,19,29.29,230,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:51:00.000+0000","0.0","2015-01-01T13:43:00.000+0000","0.0","2015-01-01T15:47:00.000+0000",205,0,1.8,0,2.25,0,0,0,0,0,"2015-01-01T19:10:00.000+0000","2015-01-01T19:00:00.000+0000",1,1,0,1,0,1,1,1,2,2,1,2,2,1,4,4,1,4,5,0.8,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","UA",19977,"N24729",12953,"NY",13930,"ORD","IL",1400,1404,4,4,0,0,"1400-1459",1545,1525,-20,0,0,-2,"1500-1559",0,0,733,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",137439803648,"2015-01-01T19:00:00.000+0000","2015010117","2015-01-01T17:00:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-01T10:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",9,23,19,29.29,230,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:45:00.000+0000","0.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T16:09:00.000+0000",171,0,7.056179775280899,0.12359550561797752,7.056179775280899,0.12359550561797752,6.518518518518518,0.12962962962962962,3.4347826086956523,0.08695652173913043,"2015-01-01T19:04:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","MQ",20398,"N821MQ",12953,"NY",14730,"SDF","KY",1400,1353,-7,0,0,-1,"1400-1459",1608,1641,33,33,1,2,"1600-1659",0,0,659,3,0,0,33,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",163209503632,"2015-01-01T19:00:00.000+0000","2015010117","2015-01-01T17:00:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-01T11:56:00","FM-15","7","0.0",null,"2015-01-01T16:56:00.000+0000",14,35,28,29.74,220,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:08:00.000+0000","0.0",null,"0.0",null,null,0,7.056179775280899,0.12359550561797752,7.056179775280899,0.12359550561797752,6.518518518518518,0.12962962962962962,3.4347826086956523,0.08695652173913043,"2015-01-01T18:53:00.000+0000","2015-01-01T18:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","DL",19790,"N333NW",12953,"NY",13204,"MCO","FL",1405,1405,0,0,0,0,"1400-1459",1711,1652,-19,0,0,-2,"1700-1759",0,0,950,4,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",2789,"2015-01-01T19:05:00.000+0000","2015010117","2015-01-01T17:05:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",63,70,66,30.13,20,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:11:00.000+0000","0.0","2015-01-01T14:30:00.000+0000","0.0","2015-01-01T18:19:00.000+0000",46,0,6.977777777777778,0.12222222222222222,6.453488372093023,0.11627906976744186,6.6415094339622645,0.1320754716981132,3.1904761904761907,0.09523809523809523,"2015-01-01T19:05:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","DL",19790,"N326US",12953,"NY",13303,"MIA","FL",1415,1415,0,0,0,0,"1400-1459",1737,1701,-36,0,0,-2,"1700-1759",0,0,1096,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",154619164020,"2015-01-01T19:15:00.000+0000","2015010117","2015-01-01T17:15:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",67,79,71,30.15,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:37:00.000+0000","0.0","2015-01-01T15:50:00.000+0000","0.0","2015-01-01T18:34:00.000+0000",41,0,6.826086956521739,0.11956521739130435,6.306818181818182,0.11363636363636363,6.518518518518518,0.12962962962962962,3.0952380952380953,0.09523809523809523,"2015-01-01T19:15:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","B6",20409,"N652JB",12953,"NY",14027,"PBI","FL",1415,1446,31,31,1,2,"1400-1459",1715,1725,10,10,0,0,"1700-1759",0,0,1035,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",17180277482,"2015-01-01T19:15:00.000+0000","2015010117","2015-01-01T17:15:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",70,77,72,30.16,140,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:15:00.000+0000","0.0","2015-01-01T15:45:00.000+0000","0.0","2015-01-01T18:29:00.000+0000",46,0,6.826086956521739,0.11956521739130435,6.306818181818182,0.11363636363636363,6.518518518518518,0.12962962962962962,3.0952380952380953,0.09523809523809523,"2015-01-01T19:46:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","AA",19805,"N3HVAA",12953,"NY",13930,"ORD","IL",1425,1420,-5,0,0,-1,"1400-1459",1605,1543,-22,0,0,-2,"1600-1659",0,0,733,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",154619506871,"2015-01-01T19:25:00.000+0000","2015010117","2015-01-01T17:25:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-01T10:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",9,23,19,29.29,230,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:05:00.000+0000","13.0","2015-01-01T16:40:00.000+0000","0.0","2015-01-01T18:40:00.000+0000",45,0,7.864583333333333,0.125,7.4945054945054945,0.12087912087912088,8.258620689655173,0.13793103448275862,8.727272727272727,0.13636363636363635,"2015-01-01T19:20:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","DL",19790,"N350NA",12953,"NY",11292,"DEN","CO",1440,1438,-2,0,0,-1,"1400-1459",1722,1733,11,11,0,0,"1700-1759",0,0,1620,7,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",146029033723,"2015-01-01T19:40:00.000+0000","2015010117","2015-01-01T17:40:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",4,15,12,24.57,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:22:00.000+0000","0.0","2015-01-01T16:00:00.000+0000","0.0","2015-01-01T18:30:00.000+0000",70,0,7.6767676767676765,0.12121212121212122,7.387096774193548,0.11827956989247312,8.385964912280702,0.14035087719298245,10.944444444444445,0.16666666666666666,"2015-01-01T19:38:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","WN",19393,"N260WN",12953,"NY",15016,"STL","MO",1445,1452,7,7,0,0,"1400-1459",1645,1648,3,3,0,0,"1600-1659",0,0,888,4,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",68720822759,"2015-01-01T19:45:00.000+0000","2015010117","2015-01-01T17:45:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-01T10:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",13,31,25,29.47,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:45:00.000+0000","0.0",null,"0.0",null,null,0,8.51,0.13,7.204301075268817,0.11827956989247312,9.625,0.14285714285714285,15.647058823529411,0.17647058823529413,"2015-01-01T19:52:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","B6",20409,"N507JB",12953,"NY",11697,"FLL","FL",1445,1504,19,19,1,1,"1400-1459",1800,1752,-8,0,0,-1,"1800-1859",0,0,1076,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",34360664433,"2015-01-01T19:45:00.000+0000","2015010117","2015-01-01T17:45:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",69,76,71,30.16,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:00:00.000+0000","0.0","2015-01-01T16:27:00.000+0000","0.0","2015-01-01T19:00:00.000+0000",45,0,8.51,0.13,7.204301075268817,0.11827956989247312,9.625,0.14285714285714285,15.647058823529411,0.17647058823529413,"2015-01-01T20:04:00.000+0000","2015-01-01T20:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","US",20355,"N538UW",12953,"NY",11057,"CLT","NC",1445,1440,-5,0,0,-1,"1400-1459",1647,1635,-12,0,0,-1,"1600-1659",0,0,544,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",180388635850,"2015-01-01T19:45:00.000+0000","2015010117","2015-01-01T17:45:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000","2015010116",7,33,25,30.08,240,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-01T11:52:00","FM-15","7","0.0",null,"2015-01-01T16:52:00.000+0000",32,46,40,29.48,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:47:00.000+0000","1.0","2015-01-01T16:50:00.000+0000","0.0","2015-01-01T18:42:00.000+0000",63,0,8.51,0.13,7.204301075268817,0.11827956989247312,9.625,0.14285714285714285,15.647058823529411,0.17647058823529413,"2015-01-01T19:40:00.000+0000","2015-01-01T19:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","LGA",1,1,1,4,"2015-01-01","AA",19805,"N3AEAA",12953,"NY",11298,"DFW","TX",1455,1529,34,34,1,2,"1400-1459",1810,1829,19,19,1,1,"1800-1859",0,0,1389,6,19,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",214748694329,"2015-01-01T19:55:00.000+0000","2015010117","2015-01-01T17:55:00.000+0000","2015010116","2015010115","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T12:51:00","FM-15","7","0.0",null,"2015-01-01T17:51:00.000+0000","2015010117",8,36,28,30.02,230,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T11:53:00","FM-15","7","0.05","-RA:02 BR:1 |RA |","2015-01-01T17:53:00.000+0000",31,33,32,29.64,40,5,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:10:00.000+0000","0.0","2015-01-01T16:15:00.000+0000","0.0","2015-01-01T19:05:00.000+0000",50,0,8.465346534653465,0.12871287128712872,7.247311827956989,0.11827956989247312,7.115384615384615,0.11538461538461539,15.882352941176471,0.17647058823529413,"2015-01-01T20:29:00.000+0000","2015-01-01T20:00:00.000+0000",17,11,20,19,1.0526315789473684,33,33,1,50,50,1,60,60,1,73,76,0.9605263157894737,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,85,85,1,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N268WN",13232,"IL",13871,"OMA","NE",1315,1313,-2,0,0,-1,"1300-1359",1440,1439,-1,0,0,-1,"1400-1459",0,0,423,2,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",51540526087,"2015-01-01T19:15:00.000+0000","2015010117","2015-01-01T17:15:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-01T10:52:00","FM-15","7","0.0",null,"2015-01-01T16:52:00.000+0000",11,23,20,29.09,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:40:00.000+0000","0.0","2015-01-01T15:20:00.000+0000","0.0","2015-01-01T18:35:00.000+0000",40,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,4.909090909090909,0.18181818181818182,"2015-01-01T19:13:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N924WN",13232,"IL",10721,"BOS","MA",1320,1328,8,8,0,0,"1300-1359",1635,1617,-18,0,0,-2,"1600-1659",0,0,861,4,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",137438999796,"2015-01-01T19:20:00.000+0000","2015010117","2015-01-01T17:20:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-01T11:54:00","FM-15","7","0.0",null,"2015-01-01T16:54:00.000+0000",6,31,24,29.99,250,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:35:00.000+0000","3.0","2015-01-01T17:00:00.000+0000","0.0","2015-01-01T18:35:00.000+0000",45,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:28:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N379SW",13232,"IL",14122,"PIT","PA",1320,1332,12,12,0,0,"1300-1359",1540,1535,-5,0,0,-1,"1500-1559",0,0,402,2,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",163209757744,"2015-01-01T19:20:00.000+0000","2015010117","2015-01-01T17:20:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",9,29,23,28.77,240,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:40:00.000+0000","0.0","2015-01-01T16:00:00.000+0000","0.0","2015-01-01T18:35:00.000+0000",45,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:32:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N760SW",13232,"IL",10821,"BWI","MD",1320,1321,1,1,0,0,"1300-1359",1610,1539,-31,0,0,-2,"1600-1659",0,0,611,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",983385,"2015-01-01T19:20:00.000+0000","2015010117","2015-01-01T17:20:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-01T11:54:00","FM-15","7","0.0",null,"2015-01-01T16:54:00.000+0000",14,39,31,29.98,220,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:10:00.000+0000","0.0","2015-01-01T15:40:00.000+0000","0.0","2015-01-01T18:40:00.000+0000",40,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:21:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N795SW",13232,"IL",11433,"DTW","MI",1320,1325,5,5,0,0,"1300-1359",1530,1513,-17,0,0,-2,"1500-1559",0,0,228,1,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",17180341929,"2015-01-01T19:20:00.000+0000","2015010117","2015-01-01T17:20:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",8,25,20,29.23,220,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:30:00.000+0000","2.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T18:35:00.000+0000",45,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:25:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N461WN",13232,"IL",14492,"RDU","NC",1320,1331,11,11,0,0,"1300-1359",1610,1603,-7,0,0,-1,"1600-1659",0,0,632,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",188979511595,"2015-01-01T19:20:00.000+0000","2015010117","2015-01-01T17:20:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",27,45,38,29.83,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:10:00.000+0000","0.0","2015-01-01T14:20:00.000+0000","0.0","2015-01-01T18:30:00.000+0000",50,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:31:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N8611F",13232,"IL",11042,"CLE","OH",1325,1324,-1,0,0,-1,"1300-1359",1535,1520,-15,0,0,-1,"1500-1559",0,0,307,2,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",180388856020,"2015-01-01T19:25:00.000+0000","2015010117","2015-01-01T17:25:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",9,28,23,29.17,230,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:35:00.000+0000","4.0","2015-01-01T14:30:00.000+0000","0.0","2015-01-01T18:30:00.000+0000",55,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:24:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N298WN",13232,"IL",13931,"ORF","VA",1325,1330,5,5,0,0,"1300-1359",1625,1610,-15,0,0,-1,"1600-1659",0,0,704,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",85899880840,"2015-01-01T19:25:00.000+0000","2015010117","2015-01-01T17:25:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","9.1","36.9033","-76.1922","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",16,44,34,30.2,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:25:00.000+0000","0.0","2015-01-01T16:50:00.000+0000","0.0","2015-01-01T18:45:00.000+0000",40,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:30:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N8654B",13232,"IL",10792,"BUF","NY",1325,1358,33,33,1,2,"1300-1359",1550,1611,21,21,1,1,"1500-1559",0,0,468,2,0,0,21,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",240518657434,"2015-01-01T19:25:00.000+0000","2015010117","2015-01-01T17:25:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","218.2","42.93997","-78.73615","2015-01-01T11:54:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-01T16:54:00.000+0000",13,25,21,29.09,230,31,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-01T20:50:00.000+0000","0.0","2015-01-01T15:35:00.000+0000","0.0","2015-01-01T18:30:00.000+0000",55,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:58:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N965WN",13232,"IL",10257,"ALB","NY",1325,1336,11,11,0,0,"1300-1359",1615,1608,-7,0,0,-1,"1600-1659",0,0,717,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",17180276549,"2015-01-01T19:25:00.000+0000","2015010117","2015-01-01T17:25:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KALB","ALB","Albany International Airport","Albany","New York","US",285,42.748298645,-73.8016967773,"America/New_York","72518014735","ALBANY INTERNATIONAL AIRPORT, NY US","85.3","42.74722","-73.79912","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",7,30,23,29.65,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:15:00.000+0000","0.0","2015-01-01T14:35:00.000+0000","0.0","2015-01-01T18:30:00.000+0000",55,0,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:36:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N8313F",13232,"IL",13296,"MHT","NH",1325,1347,22,22,1,1,"1300-1359",1630,1626,-4,0,0,-1,"1600-1659",0,0,838,4,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",103079677452,"2015-01-01T19:25:00.000+0000","2015010117","2015-01-01T17:25:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMHT","MHT","Manchester Airport","Manchester","New Hampshire","US",266,42.932598114,-71.4356994629,"America/New_York","74394514710","MANCHESTER AIRPORT, NH US","67.4","42.92963","-71.43566","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",5,28,22,29.72,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:30:00.000+0000","17.0","2015-01-01T16:15:00.000+0000","0.0","2015-01-01T18:35:00.000+0000",50,1,3.6052631578947367,0.07894736842105263,3.6052631578947367,0.07894736842105263,3,0.0625,6,0.2222222222222222,"2015-01-01T19:47:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N391SW",13232,"IL",10693,"BNA","TN",1330,1335,5,5,0,0,"1300-1359",1450,1443,-7,0,0,-1,"1400-1459",0,0,395,2,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",249109247277,"2015-01-01T19:30:00.000+0000","2015010117","2015-01-01T17:30:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",24,37,32,29.7,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T20:50:00.000+0000","10.0","2015-01-01T15:15:00.000+0000","0.0","2015-01-01T18:30:00.000+0000",60,0,3.5128205128205128,0.07692307692307693,3.5128205128205128,0.07692307692307693,2.909090909090909,0.06060606060606061,5.4,0.2,"2015-01-01T19:35:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N700GS",13232,"IL",12992,"LIT","AR",1330,1328,-2,0,0,-1,"1300-1359",1515,1508,-7,0,0,-1,"1500-1559",0,0,544,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",94489667053,"2015-01-01T19:30:00.000+0000","2015010117","2015-01-01T17:30:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-01T10:53:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-01T16:53:00.000+0000",25,39,34,30.11,190,5,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:15:00.000+0000","0.0","2015-01-01T15:25:00.000+0000","0.0","2015-01-01T18:05:00.000+0000",85,0,3.5128205128205128,0.07692307692307693,3.5128205128205128,0.07692307692307693,2.909090909090909,0.06060606060606061,5.4,0.2,"2015-01-01T19:28:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N7706A",13232,"IL",12889,"LAS","NV",1330,1329,-1,0,0,-1,"1300-1359",1530,1519,-11,0,0,-1,"1500-1559",0,0,1521,7,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",257698369984,"2015-01-01T19:30:00.000+0000","2015010117","2015-01-01T17:30:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-01T08:56:00","FM-15","7","0.0",null,"2015-01-01T16:56:00.000+0000",19,35,29,27.81,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:30:00.000+0000","0.0",null,"0.0",null,null,0,3.5128205128205128,0.07692307692307693,3.5128205128205128,0.07692307692307693,2.909090909090909,0.06060606060606061,5.4,0.2,"2015-01-01T19:29:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N434WN",13232,"IL",13487,"MSP","MN",1340,1340,0,0,0,0,"1300-1359",1505,1505,0,0,0,0,"1500-1559",0,0,349,2,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",77309577602,"2015-01-01T19:40:00.000+0000","2015010117","2015-01-01T17:40:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",15,24,21,28.99,250,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:05:00.000+0000","0.0","2015-01-01T17:00:00.000+0000","0.0","2015-01-01T19:10:00.000+0000",30,0,3.425,0.075,3.425,0.075,2.90625,0.0625,5.285714285714286,0.14285714285714285,"2015-01-01T19:40:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N8605E",13232,"IL",14307,"PVD","RI",1340,1352,12,12,0,0,"1300-1359",1645,1639,-6,0,0,-1,"1600-1659",0,0,842,4,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",154620161654,"2015-01-01T19:40:00.000+0000","2015010117","2015-01-01T17:40:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPVD","PVD","Theodore Francis Green State Airport","Providence","Rhode Island","US",55,41.7326011658,-71.4204025269,"America/New_York","72507014765","PROVIDENCE, RI US","16.8","41.7225","-71.4325","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",5,30,23,29.98,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:45:00.000+0000","0.0","2015-01-01T16:50:00.000+0000","0.0","2015-01-01T18:55:00.000+0000",45,0,3.425,0.075,3.425,0.075,2.90625,0.0625,5.285714285714286,0.14285714285714285,"2015-01-01T19:52:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","DL",19790,"N397DA",13232,"IL",10397,"ATL","GA",1345,1353,8,8,0,0,"1300-1359",1644,1639,-5,0,0,-1,"1600-1659",0,0,591,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",128849873300,"2015-01-01T19:45:00.000+0000","2015010117","2015-01-01T17:45:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T11:52:00","FM-15","7","0.0",null,"2015-01-01T16:52:00.000+0000",21,50,39,29.21,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:44:00.000+0000","0.0","2015-01-01T17:06:00.000+0000","0.0","2015-01-01T19:04:00.000+0000",41,0,3.5,0.07142857142857142,3.5,0.07142857142857142,3.121212121212121,0.06060606060606061,5.222222222222222,0.1111111111111111,"2015-01-01T19:53:00.000+0000","2015-01-01T19:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N787SA",13232,"IL",11292,"DEN","CO",1345,1407,22,22,1,1,"1300-1359",1525,1547,22,22,1,1,"1500-1559",0,0,895,4,0,0,0,0,22,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",240518890766,"2015-01-01T19:45:00.000+0000","2015010117","2015-01-01T17:45:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-01T09:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000",4,15,12,24.57,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:25:00.000+0000","33.0","2015-01-01T15:10:00.000+0000","0.0","2015-01-01T19:00:00.000+0000",45,1,3.5,0.07142857142857142,3.5,0.07142857142857142,3.121212121212121,0.06060606060606061,5.222222222222222,0.1111111111111111,"2015-01-01T20:07:00.000+0000","2015-01-01T20:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N8604K",13232,"IL",10529,"BDL","CT",1350,1401,11,11,0,0,"1300-1359",1650,1640,-10,0,0,-1,"1600-1659",0,0,777,4,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",60130454429,"2015-01-01T19:50:00.000+0000","2015010117","2015-01-01T17:50:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T16:53:00.000+0000","2015010116",9,24,20,29.39,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-01T11:51:00","FM-15","7","0.0",null,"2015-01-01T16:51:00.000+0000",6,32,25,29.83,240,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:50:00.000+0000","0.0","2015-01-01T17:50:00.000+0000","0.0","2015-01-01T19:05:00.000+0000",45,0,3.5,0.07142857142857142,3.5,0.07142857142857142,3.2333333333333334,0.06666666666666667,5.875,0.125,"2015-01-01T20:01:00.000+0000","2015-01-01T20:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N249WN",13232,"IL",12264,"IAD","VA",1355,1401,6,6,0,0,"1300-1359",1630,1629,-1,0,0,-1,"1600-1659",0,0,577,3,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",154619308013,"2015-01-01T19:55:00.000+0000","2015010117","2015-01-01T17:55:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T17:53:00.000+0000","2015010117",10,27,22,29.35,240,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-01T12:52:00","FM-15","7","0.0",null,"2015-01-01T17:52:00.000+0000",16,40,32,29.76,200,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:30:00.000+0000","18.0","2015-01-01T17:20:00.000+0000","0.0","2015-01-01T19:25:00.000+0000",30,1,3.5,0.07142857142857142,3.5,0.07142857142857142,3.3214285714285716,0.07142857142857142,5.875,0.125,"2015-01-01T20:01:00.000+0000","2015-01-01T20:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T19:00:00.000+0000","MDW",1,1,1,4,"2015-01-01","WN",19393,"N733SA",13232,"IL",13198,"MCI","MO",1355,1401,6,6,0,0,"1300-1359",1525,1530,5,5,0,0,"1500-1559",0,0,405,2,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",120259759008,"2015-01-01T19:55:00.000+0000","2015010117","2015-01-01T17:55:00.000+0000","2015010116","2015010115","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T17:53:00.000+0000","2015010117",10,27,22,29.35,240,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-01T11:53:00","FM-15","7","0.0",null,"2015-01-01T17:53:00.000+0000",12,32,26,29.07,240,14,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:25:00.000+0000","0.0","2015-01-01T18:10:00.000+0000","0.0","2015-01-01T19:25:00.000+0000",30,0,3.5,0.07142857142857142,3.5,0.07142857142857142,3.3214285714285716,0.07142857142857142,5.875,0.125,"2015-01-01T20:01:00.000+0000","2015-01-01T20:00:00.000+0000",19,21,8,9,0.8888888888888888,17,18,0.9444444444444444,29,30,0.9666666666666667,32,34,0.9411764705882353,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,34,35,0.9714285714285714,922,789,1499,2221,2806,3218,3495,3578,3578,3578,3578,3578,3578],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N4XCAA",11298,"TX",11066,"CMH","OH",1500,1642,102,102,1,6,"1500-1559",1820,1959,99,99,1,6,"1800-1859",0,0,926,4,99,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",111670093348,"2015-01-01T21:00:00.000+0000","2015010119","2015-01-01T19:00:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2015-01-01T13:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000",14,35,28,29.19,240,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:20:00.000+0000","0.0",null,"0.0",null,null,0,15.244791666666666,0.2708333333333333,15.142857142857142,0.2742857142857143,14.767676767676768,0.2727272727272727,14.73469387755102,0.2653061224489796,"2015-01-01T22:42:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3JWAA",11298,"TX",12266,"IAH","TX",1500,1456,-4,0,0,-1,"1500-1559",1605,1605,0,0,0,0,"1600-1659",0,0,224,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",42950075262,"2015-01-01T21:00:00.000+0000","2015010119","2015-01-01T19:00:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-01T12:53:00","FM-15","7","0.02","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000",42,43,43,30.06,30,10,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:05:00.000+0000","0.0","2015-01-01T16:40:00.000+0000","0.0","2015-01-01T20:05:00.000+0000",55,0,15.244791666666666,0.2708333333333333,15.142857142857142,0.2742857142857143,14.767676767676768,0.2727272727272727,14.73469387755102,0.2653061224489796,"2015-01-01T20:56:00.000+0000","2015-01-01T20:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N4XDAA",11298,"TX",15304,"TPA","FL",1500,1457,-3,0,0,-1,"1500-1559",1815,1810,-5,0,0,-1,"1800-1859",0,0,929,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240519356046,"2015-01-01T21:00:00.000+0000","2015010119","2015-01-01T19:00:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-01T13:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",61,70,65,30.17,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:15:00.000+0000","0.0","2015-01-01T16:30:00.000+0000","0.0","2015-01-01T20:00:00.000+0000",60,0,15.244791666666666,0.2708333333333333,15.142857142857142,0.2742857142857143,14.767676767676768,0.2727272727272727,14.73469387755102,0.2653061224489796,"2015-01-01T20:57:00.000+0000","2015-01-01T20:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N607MQ",11298,"TX",12448,"JAN","MS",1500,1533,33,33,1,2,"1500-1559",1618,1647,29,29,1,1,"1600-1659",0,0,408,2,29,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",561931,"2015-01-01T21:00:00.000+0000","2015010119","2015-01-01T19:00:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAN","JAN","Jackson Evers International Airport","Jackson","Mississippi","US",346,32.3111991882,-90.0758972168,"America/Chicago","72235003940","JACKSON INTERNATIONAL AIRPORT, MS US","100.6","32.3205","-90.0777","2015-01-01T12:54:00","FM-15","7","0.0",null,"2015-01-01T18:54:00.000+0000",36,46,42,29.95,350,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:18:00.000+0000","0.0","2015-01-01T18:55:00.000+0000","0.0","2015-01-01T20:15:00.000+0000",45,0,15.244791666666666,0.2708333333333333,15.142857142857142,0.2742857142857143,14.767676767676768,0.2727272727272727,14.73469387755102,0.2653061224489796,"2015-01-01T21:33:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N4XUAA",11298,"TX",13198,"MCI","MO",1500,1517,17,17,1,1,"1500-1559",1630,1640,10,10,0,0,"1600-1659",0,0,460,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",120259386648,"2015-01-01T21:00:00.000+0000","2015010119","2015-01-01T19:00:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",12,34,27,29.06,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:30:00.000+0000","0.0",null,"0.0",null,null,0,15.244791666666666,0.2708333333333333,15.142857142857142,0.2742857142857143,14.767676767676768,0.2727272727272727,14.73469387755102,0.2653061224489796,"2015-01-01T21:17:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N523MQ",11298,"TX",14814,"SHV","LA",1500,1507,7,7,0,0,"1500-1559",1548,1600,12,12,0,0,"1500-1559",0,0,190,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",42950160411,"2015-01-01T21:00:00.000+0000","2015010119","2015-01-01T19:00:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSHV","SHV","Shreveport Regional Airport","Shreveport","Louisiana","US",258,32.4466018677,-93.8255996704,"America/Chicago","72248013957","SHREVEPORT REGIONAL AIRPORT, LA US","77.4","32.4472","-93.8244","2015-01-01T12:56:00","FM-15","7","0.21","RA:02 BR:1 |RA |","2015-01-01T18:56:00.000+0000",36,37,37,30,10,3,3,"RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T21:48:00.000+0000","0.0","2015-01-01T18:50:00.000+0000","0.0","2015-01-01T20:10:00.000+0000",50,0,15.244791666666666,0.2708333333333333,15.142857142857142,0.2742857142857143,14.767676767676768,0.2727272727272727,14.73469387755102,0.2653061224489796,"2015-01-01T21:07:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3HGAA",11298,"TX",10721,"BOS","MA",1505,1510,5,5,0,0,"1500-1559",1930,1935,5,5,0,0,"1900-1959",0,0,1562,7,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",94489792449,"2015-01-01T21:05:00.000+0000","2015010119","2015-01-01T19:05:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-01T13:54:00","FM-15","7","0.0",null,"2015-01-01T18:54:00.000+0000",6,33,25,29.93,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:30:00.000+0000","0.0","2015-01-01T17:45:00.000+0000","0.0","2015-01-01T20:00:00.000+0000",65,0,16.5273631840796,0.27860696517412936,16.988826815642458,0.2905027932960894,17.419047619047618,0.29523809523809524,19.607142857142858,0.2857142857142857,"2015-01-01T21:10:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N685MQ",11298,"TX",15919,"XNA","AR",1505,1626,81,81,1,5,"1500-1559",1608,1732,84,84,1,5,"1600-1659",0,0,280,2,59,0,3,0,22,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518405287,"2015-01-01T21:05:00.000+0000","2015010119","2015-01-01T19:05:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","392.3","36.28333","-94.3","2015-01-01T12:53:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-01T18:53:00.000+0000",26,33,30,28.84,230,7,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:08:00.000+0000","28.0","2015-01-01T18:45:00.000+0000","0.0","2015-01-01T20:15:00.000+0000",50,1,16.5273631840796,0.27860696517412936,16.988826815642458,0.2905027932960894,17.419047619047618,0.29523809523809524,19.607142857142858,0.2857142857142857,"2015-01-01T22:26:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N616MQ",11298,"TX",14193,"PNS","FL",1510,1523,13,13,0,0,"1500-1559",1653,1706,13,13,0,0,"1600-1659",0,0,604,3,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799926427,"2015-01-01T21:10:00.000+0000","2015010119","2015-01-01T19:10:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",45,56,50,30.11,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:53:00.000+0000","0.0","2015-01-01T17:25:00.000+0000","0.0","2015-01-01T20:30:00.000+0000",40,0,16.445544554455445,0.27722772277227725,16.894444444444446,0.28888888888888886,17.419047619047618,0.29523809523809524,17.732142857142858,0.26785714285714285,"2015-01-01T21:23:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N521MQ",11298,"TX",12896,"LBB","TX",1510,1516,6,6,0,0,"1500-1559",1613,1631,18,18,1,1,"1600-1659",0,0,282,2,0,6,12,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",231929075807,"2015-01-01T21:10:00.000+0000","2015010119","2015-01-01T19:10:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLBB","LBB","Lubbock Preston Smith International Airport","Lubbock","Texas","US",3282,33.6636009216,-101.8229980469,"America/Chicago","72267023042","LUBBOCK INTERNATIONAL AIRPORT, TX US","991.8","33.6656","-101.8231","2015-01-01T12:53:00","FM-15","7","0.0","BR:1 ||","2015-01-01T18:53:00.000+0000",23,25,24,26.75,230,6,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:13:00.000+0000","42.0","2015-01-01T18:25:00.000+0000","0.0","2015-01-01T19:30:00.000+0000",100,1,16.445544554455445,0.27722772277227725,16.894444444444446,0.28888888888888886,17.419047619047618,0.29523809523809524,17.732142857142858,0.26785714285714285,"2015-01-01T21:16:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N4UCAA",11298,"TX",12264,"IAD","VA",1510,1539,29,29,1,1,"1500-1559",1850,1909,19,19,1,1,"1800-1859",0,0,1172,5,19,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",60130268701,"2015-01-01T21:10:00.000+0000","2015010119","2015-01-01T19:10:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T12:53:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000","2015010118",32,34,33,29.6,60,3,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-01T13:52:00","FM-15","7","0.0",null,"2015-01-01T18:52:00.000+0000",16,41,32,29.74,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:50:00.000+0000","0.0","2015-01-01T15:25:00.000+0000","0.0","2015-01-01T16:40:00.000+0000",270,0,16.445544554455445,0.27722772277227725,16.894444444444446,0.28888888888888886,17.419047619047618,0.29523809523809524,17.732142857142858,0.26785714285714285,"2015-01-01T21:39:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N599AA",11298,"TX",10397,"ATL","GA",1515,1520,5,5,0,0,"1500-1559",1820,1813,-7,0,0,-1,"1800-1859",0,0,731,3,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",85900453368,"2015-01-01T21:15:00.000+0000","2015010119","2015-01-01T19:15:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-01T13:52:00","FM-15","7","0.0",null,"2015-01-01T18:52:00.000+0000",25,56,43,29.16,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:20:00.000+0000","0.0","2015-01-01T17:50:00.000+0000","0.0","2015-01-01T20:40:00.000+0000",35,0,16.173076923076923,0.27403846153846156,16.616216216216216,0.2864864864864865,17.05504587155963,0.29357798165137616,18.178571428571427,0.2857142857142857,"2015-01-01T21:20:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3CYAA",11298,"TX",12953,"LGA","NY",1515,1524,9,9,0,0,"1500-1559",1930,1924,-6,0,0,-1,"1900-1959",0,0,1389,6,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",68719558862,"2015-01-01T21:15:00.000+0000","2015010119","2015-01-01T19:15:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T13:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000",7,37,28,29.99,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:30:00.000+0000","0.0",null,"0.0",null,null,0,16.173076923076923,0.27403846153846156,16.616216216216216,0.2864864864864865,17.05504587155963,0.29357798165137616,18.178571428571427,0.2857142857142857,"2015-01-01T21:24:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N581AA",11298,"TX",10423,"AUS","TX",1515,1532,17,17,1,1,"1500-1559",1610,1633,23,23,1,1,"1600-1659",0,0,190,1,17,0,6,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",137439803704,"2015-01-01T21:15:00.000+0000","2015010119","2015-01-01T19:15:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-01T12:53:00","FM-15","7","0.0","BR:1 BC:3 FG:2 |FG |","2015-01-01T18:53:00.000+0000",37,37,37,29.67,350,10,1.5,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2015-01-01T22:10:00.000+0000","0.0","2015-01-01T14:00:00.000+0000","0.0","2015-01-01T16:00:00.000+0000",315,0,16.173076923076923,0.27403846153846156,16.616216216216216,0.2864864864864865,17.05504587155963,0.29357798165137616,18.178571428571427,0.2857142857142857,"2015-01-01T21:32:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N860AA",11298,"TX",13303,"MIA","FL",1515,1532,17,17,1,1,"1500-1559",1858,1906,8,8,0,0,"1800-1859",0,0,1121,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209099432,"2015-01-01T21:15:00.000+0000","2015010119","2015-01-01T19:15:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-01T13:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",69,81,73,30.11,130,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:58:00.000+0000","29.0","2015-01-01T16:45:00.000+0000","0.0","2015-01-01T20:02:00.000+0000",73,1,16.173076923076923,0.27403846153846156,16.616216216216216,0.2864864864864865,17.05504587155963,0.29357798165137616,18.178571428571427,0.2857142857142857,"2015-01-01T21:32:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N686MQ",11298,"TX",13277,"MGM","AL",1515,1607,52,52,1,3,"1500-1559",1653,1752,59,59,1,3,"1600-1659",0,0,622,3,14,0,7,0,38,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",249108928611,"2015-01-01T21:15:00.000+0000","2015010119","2015-01-01T19:15:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMGM","MGM","Montgomery Regional (Dannelly Field) Airport","Montgomery","Alabama","US",221,32.30059814,-86.39399719,"America/Chicago","72226013895","MONTGOMERY AIRPORT, AL US","61.6","32.2997","-86.4075","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",38,56,47,30.05,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:53:00.000+0000","0.0","2015-01-01T20:25:00.000+0000","0.0","2015-01-01T21:15:00.000+0000",0,0,16.173076923076923,0.27403846153846156,16.616216216216216,0.2864864864864865,17.05504587155963,0.29357798165137616,18.178571428571427,0.2857142857142857,"2015-01-01T22:07:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","US",20355,"N174US",11298,"TX",14107,"PHX","AZ",1520,1516,-4,0,0,-1,"1500-1559",1654,1651,-3,0,0,-1,"1600-1659",0,0,868,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",111669580720,"2015-01-01T21:20:00.000+0000","2015010119","2015-01-01T19:20:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-01T12:04:00","FM-16","7","0.0",null,"2015-01-01T19:04:00.000+0000",28,42,36,28.95,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:54:00.000+0000","39.0","2015-01-01T16:54:00.000+0000","33.0","2015-01-01T19:18:00.000+0000",122,1,15.89622641509434,0.2688679245283019,16.559139784946236,0.2849462365591398,16.216216216216218,0.27927927927927926,14.586206896551724,0.25862068965517243,"2015-01-01T21:16:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","EV",20366,"N901EV",11298,"TX",13290,"MHK","KS",1520,1523,3,3,0,0,"1500-1559",1640,1644,4,4,0,0,"1600-1659",0,0,431,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",249108613036,"2015-01-01T21:20:00.000+0000","2015010119","2015-01-01T19:20:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMHK","MHK","Manhattan Regional Airport","Manhattan","Kansas","US",1057,39.1409988403,-96.6707992554,"America/Chicago","72455503936","MANHATTAN ASOS, KS US","321.9","39.1346","-96.6788","2015-01-01T12:52:00","FM-15","7","0.0",null,"2015-01-01T18:52:00.000+0000",11,31,25,29.01,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:40:00.000+0000","130.0","2015-01-01T13:35:00.000+0000","125.0","2015-01-01T14:40:00.000+0000",400,1,15.89622641509434,0.2688679245283019,16.559139784946236,0.2849462365591398,16.216216216216218,0.27927927927927926,14.586206896551724,0.25862068965517243,"2015-01-01T21:23:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N925MQ",11298,"TX",14108,"PIA","IL",1520,1618,58,58,1,3,"1500-1559",1708,1754,46,46,1,3,"1700-1759",0,0,672,3,14,0,0,0,32,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",8590953397,"2015-01-01T21:20:00.000+0000","2015010119","2015-01-01T19:20:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","198.1","40.6675","-89.6839","2015-01-01T12:54:00","FM-15","7","0.0",null,"2015-01-01T18:54:00.000+0000",11,30,24,29.38,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:08:00.000+0000","48.0","2015-01-01T18:15:00.000+0000","0.0","2015-01-01T20:30:00.000+0000",50,1,15.89622641509434,0.2688679245283019,16.559139784946236,0.2849462365591398,16.216216216216218,0.27927927927927926,14.586206896551724,0.25862068965517243,"2015-01-01T22:18:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N555AA",11298,"TX",14683,"SAT","TX",1520,1704,104,104,1,6,"1500-1559",1625,1818,113,113,1,7,"1600-1659",0,0,247,1,104,0,9,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619236419,"2015-01-01T21:20:00.000+0000","2015010119","2015-01-01T19:20:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-01T12:51:00","FM-15","7","0.01","-RA:02 BR:1 |RA |","2015-01-01T18:51:00.000+0000",36,38,37,29.33,330,10,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:25:00.000+0000","15.0","2015-01-01T15:50:00.000+0000","41.0","2015-01-01T19:15:00.000+0000",125,1,15.89622641509434,0.2688679245283019,16.559139784946236,0.2849462365591398,16.216216216216218,0.27927927927927926,14.586206896551724,0.25862068965517243,"2015-01-01T23:04:00.000+0000","2015-01-01T23:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","F9",20436,"N947FR",11298,"TX",11042,"CLE","OH",1520,1523,3,3,0,0,"1500-1559",1850,1841,-9,0,0,-1,"1800-1859",0,0,1021,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209922801,"2015-01-01T21:20:00.000+0000","2015010119","2015-01-01T19:20:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-01-01T13:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000",9,32,25,29.12,230,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:50:00.000+0000","0.0","2015-01-01T17:35:00.000+0000","0.0","2015-01-01T20:40:00.000+0000",40,0,15.89622641509434,0.2688679245283019,16.559139784946236,0.2849462365591398,16.216216216216218,0.27927927927927926,14.586206896551724,0.25862068965517243,"2015-01-01T21:23:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N467AA",11298,"TX",14107,"PHX","AZ",1520,1535,15,15,1,1,"1500-1559",1700,1717,17,17,1,1,"1700-1759",0,0,868,4,0,0,2,0,15,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",25770636399,"2015-01-01T21:20:00.000+0000","2015010119","2015-01-01T19:20:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-01T12:04:00","FM-16","7","0.0",null,"2015-01-01T19:04:00.000+0000",28,42,36,28.95,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:00:00.000+0000","31.0","2015-01-01T17:35:00.000+0000","0.0","2015-01-01T20:25:00.000+0000",55,1,15.89622641509434,0.2688679245283019,16.559139784946236,0.2849462365591398,16.216216216216218,0.27927927927927926,14.586206896551724,0.25862068965517243,"2015-01-01T21:35:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N598AA",11298,"TX",14492,"RDU","NC",1525,1527,2,2,0,0,"1500-1559",1850,1850,0,0,0,0,"1800-1859",0,0,1061,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",137438999711,"2015-01-01T21:25:00.000+0000","2015010119","2015-01-01T19:25:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2015-01-01T13:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000",29,50,41,29.77,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:50:00.000+0000","2.0","2015-01-01T17:30:00.000+0000","0.0","2015-01-01T20:25:00.000+0000",60,0,15.74766355140187,0.26635514018691586,16.262032085561497,0.27807486631016043,16.205607476635514,0.2616822429906542,14.839285714285714,0.26785714285714285,"2015-01-01T21:27:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N668MQ",11298,"TX",12511,"JLN","MO",1525,1540,15,15,1,1,"1500-1559",1633,1648,15,15,1,1,"1600-1659",0,0,327,2,0,5,0,0,10,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698760400,"2015-01-01T21:25:00.000+0000","2015010119","2015-01-01T19:25:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJLN","JLN","Joplin Regional Airport","Joplin","Missouri","US",981,37.1517982483,-94.498298645,"America/Chicago","72349513987","JOPLIN REGIONAL AIRPORT, MO US","296.3","37.15221","-94.49527","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",18,31,27,29.21,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:33:00.000+0000","0.0","2015-01-01T19:00:00.000+0000","0.0","2015-01-01T21:05:00.000+0000",20,0,15.74766355140187,0.26635514018691586,16.262032085561497,0.27807486631016043,16.205607476635514,0.2616822429906542,14.839285714285714,0.26785714285714285,"2015-01-01T21:40:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","US",20355,"N757UW",11298,"TX",14100,"PHL","PA",1525,1528,3,3,0,0,"1500-1559",1930,1909,-21,0,0,-2,"1900-1959",0,0,1303,6,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209862694,"2015-01-01T21:25:00.000+0000","2015010119","2015-01-01T19:25:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:11:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:11:00.000+0000","2015010119",33,34,34,29.59,0,0,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-01T13:54:00","FM-15","7","0.0",null,"2015-01-01T18:54:00.000+0000",14,42,32,30.04,220,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:30:00.000+0000","0.0","2015-01-01T16:40:00.000+0000","0.0","2015-01-01T20:27:00.000+0000",58,0,15.74766355140187,0.26635514018691586,16.262032085561497,0.27807486631016043,16.205607476635514,0.2616822429906542,14.839285714285714,0.26785714285714285,"2015-01-01T21:28:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N4XLAA",11298,"TX",10693,"BNA","TN",1530,1601,31,31,1,2,"1500-1559",1710,1750,40,40,1,2,"1700-1759",0,0,631,3,31,0,9,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",85900112874,"2015-01-01T21:30:00.000+0000","2015010119","2015-01-01T19:30:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",18,38,31,29.64,220,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:10:00.000+0000","0.0","2015-01-01T19:35:00.000+0000","0.0","2015-01-01T20:45:00.000+0000",45,0,15.75925925925926,0.26851851851851855,16.345744680851062,0.28191489361702127,16.32075471698113,0.25471698113207547,15.410714285714286,0.2857142857142857,"2015-01-01T22:01:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","OO",20304,"N755SK",11298,"TX",12266,"IAH","TX",1531,1533,2,2,0,0,"1500-1559",1639,1654,15,15,1,1,"1600-1659",0,0,224,1,0,0,13,0,2,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518249220,"2015-01-01T21:31:00.000+0000","2015010119","2015-01-01T19:31:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-01T12:53:00","FM-15","7","0.02","-RA:02 BR:1 |RA |","2015-01-01T18:53:00.000+0000",42,43,43,30.06,30,10,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:39:00.000+0000","0.0","2015-01-01T17:45:00.000+0000","0.0","2015-01-01T20:54:00.000+0000",37,0,15.75925925925926,0.26851851851851855,15.407608695652174,0.27717391304347827,16.428571428571427,0.2571428571428571,16.306122448979593,0.2653061224489796,"2015-01-01T21:33:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N4XRAA",11298,"TX",14679,"SAN","CA",1535,1614,39,39,1,2,"1500-1559",1650,1723,33,33,1,2,"1600-1659",0,0,1171,5,0,0,0,0,33,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",85899691199,"2015-01-01T21:35:00.000+0000","2015010119","2015-01-01T19:35:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-01T10:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000",30,54,44,30.15,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:50:00.000+0000","0.0","2015-01-01T19:20:00.000+0000","0.0","2015-01-01T21:25:00.000+0000",10,0,15.504464285714286,0.26785714285714285,15.125,0.2760416666666667,15.876106194690266,0.25663716814159293,15.228070175438596,0.2631578947368421,"2015-01-01T22:14:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N480AA",11298,"TX",13930,"ORD","IL",1545,1610,25,25,1,1,"1500-1559",1800,1812,12,12,0,0,"1800-1859",0,0,802,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698441995,"2015-01-01T21:45:00.000+0000","2015010119","2015-01-01T19:45:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-01T12:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000",11,27,22,29.25,240,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:00:00.000+0000","0.0","2015-01-01T20:00:00.000+0000","0.0","2015-01-01T21:05:00.000+0000",40,0,15.579399141630901,0.27467811158798283,15.381909547738694,0.2864321608040201,16.159663865546218,0.2689075630252101,16.016393442622952,0.2786885245901639,"2015-01-01T22:10:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3LAAA",11298,"TX",14908,"SNA","CA",1545,1551,6,6,0,0,"1500-1559",1700,1647,-13,0,0,-1,"1700-1759",0,0,1205,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389384991,"2015-01-01T21:45:00.000+0000","2015010119","2015-01-01T19:45:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",26,57,44,30.1,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T01:00:00.000+0000","0.0","2015-01-01T16:50:00.000+0000","0.0","2015-01-01T21:00:00.000+0000",45,0,15.579399141630901,0.27467811158798283,15.381909547738694,0.2864321608040201,16.159663865546218,0.2689075630252101,16.016393442622952,0.2786885245901639,"2015-01-01T21:51:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3FGAA",11298,"TX",14747,"SEA","WA",1550,1550,0,0,0,0,"1500-1559",1810,1753,-17,0,0,-2,"1800-1859",0,0,1660,7,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",206159535446,"2015-01-01T21:50:00.000+0000","2015010119","2015-01-01T19:50:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",22,35,30,29.85,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T02:10:00.000+0000","0.0","2015-01-01T17:25:00.000+0000","0.0","2015-01-01T20:55:00.000+0000",55,0,15.915611814345992,0.27848101265822783,15.94,0.29,16.92622950819672,0.2786885245901639,17.721311475409838,0.29508196721311475,"2015-01-01T21:50:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N5FCAA",11298,"TX",12892,"LAX","CA",1550,1616,26,26,1,1,"1500-1559",1710,1720,10,10,0,0,"1700-1759",0,0,1235,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698760255,"2015-01-01T21:50:00.000+0000","2015010119","2015-01-01T19:50:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-01T10:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",28,52,42,29.81,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T01:10:00.000+0000","7.0","2015-01-01T17:30:00.000+0000","0.0","2015-01-01T20:30:00.000+0000",80,0,15.915611814345992,0.27848101265822783,15.94,0.29,16.92622950819672,0.2786885245901639,17.721311475409838,0.29508196721311475,"2015-01-01T22:16:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N5CPAA",11298,"TX",13204,"MCO","FL",1550,1614,24,24,1,1,"1500-1559",1915,1935,20,20,1,1,"1900-1959",0,0,985,4,0,0,0,0,20,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518677689,"2015-01-01T21:50:00.000+0000","2015010119","2015-01-01T19:50:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:30:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:30:00.000+0000","2015010119",33,35,34,29.59,0,0,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-01T13:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",66,73,69,30.06,60,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:15:00.000+0000","0.0","2015-01-01T16:35:00.000+0000","0.0","2015-01-01T21:00:00.000+0000",50,0,15.915611814345992,0.27848101265822783,15.94,0.29,16.92622950819672,0.2786885245901639,17.721311475409838,0.29508196721311475,"2015-01-01T22:14:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","US",20355,"N170US",11298,"TX",11057,"CLT","NC",1555,1609,14,14,0,0,"1500-1559",1917,1921,4,4,0,0,"1900-1959",0,0,936,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",188978884181,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-01T14:52:00","FM-15","7","0.0",null,"2015-01-01T19:52:00.000+0000",27,52,41,29.39,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:17:00.000+0000","9.0","2015-01-01T18:05:00.000+0000","0.0","2015-01-01T20:57:00.000+0000",58,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T22:09:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N549AA",11298,"TX",11109,"COS","CO",1555,1618,23,23,1,1,"1500-1559",1650,1709,19,19,1,1,"1600-1659",0,0,592,3,0,2,0,0,17,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",128849163805,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.0","38.81","-104.6884","2015-01-01T12:54:00","FM-15","7","0.04","SN:03 FZ:8 FG:2 |FG SN |","2015-01-01T19:54:00.000+0000",18,22,21,23.84,40,5,0.5,"SN:03 FZ:8 FG:2 ","FG SN ","",0,0,0,1,0,0,1,1,0,0,0,0,0,0,1,1,"2015-01-01T23:50:00.000+0000","0.0","2015-01-01T19:10:00.000+0000","0.0","2015-01-01T21:05:00.000+0000",50,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T22:18:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3EUAA",11298,"TX",11278,"DCA","VA",1555,1602,7,7,0,0,"1500-1559",1935,1928,-7,0,0,-1,"1900-1959",0,0,1192,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",77310668120,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-01T14:52:00","FM-15","7","0.0",null,"2015-01-01T19:52:00.000+0000",15,45,34,30.03,220,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:35:00.000+0000","0.0","2015-01-01T17:30:00.000+0000","0.0","2015-01-01T20:55:00.000+0000",60,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T22:02:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N622MQ",11298,"TX",10627,"BIS","ND",1555,1716,81,81,1,5,"1500-1559",1823,1941,78,78,1,5,"1800-1859",0,0,977,4,54,0,0,0,24,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103080153164,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.7825","-100.7572","2015-01-01T13:52:00","FM-15","7","0.0",null,"2015-01-01T19:52:00.000+0000",21,29,26,28.22,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:23:00.000+0000","0.0","2015-01-01T20:40:00.000+0000","0.0","2015-01-01T21:35:00.000+0000",20,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T23:16:00.000+0000","2015-01-01T23:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","NK",20416,"N635NK",11298,"TX",13204,"MCO","FL",1555,1547,-8,0,0,-1,"1500-1559",1921,1908,-13,0,0,-1,"1900-1959",0,0,985,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",17180215617,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-01T14:53:00","FM-15","7","0.0",null,"2015-01-01T19:53:00.000+0000",67,74,69,30.05,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:21:00.000+0000","0.0","2015-01-01T18:12:00.000+0000","0.0","2015-01-01T21:05:00.000+0000",50,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T21:47:00.000+0000","2015-01-01T21:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","MQ",20398,"N604MQ",11298,"TX",12191,"HOU","TX",1555,1640,45,45,1,3,"1500-1559",1658,1749,51,51,1,3,"1600-1659",0,0,247,1,0,6,6,0,39,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",94489531729,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-01T13:53:00","FM-15","7","0.0","-RA:02 BR:1 |RA |","2015-01-01T19:53:00.000+0000",42,44,43,30.09,50,10,2,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T22:58:00.000+0000","0.0","2015-01-01T20:20:00.000+0000","0.0","2015-01-01T21:40:00.000+0000",15,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T22:40:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N200AA",11298,"TX",11292,"DEN","CO",1555,1642,47,47,1,3,"1500-1559",1655,1735,40,40,1,2,"1600-1659",0,0,641,3,37,0,0,0,3,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",223339468315,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T19:53:00.000+0000",3,23,17,24.52,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-01T23:55:00.000+0000","3.0","2015-01-01T18:20:00.000+0000","0.0","2015-01-01T20:55:00.000+0000",60,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T22:42:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","DFW",1,1,1,4,"2015-01-01","AA",19805,"N3GBAA",11298,"TX",12953,"LGA","NY",1555,1627,32,32,1,2,"1500-1559",2010,2026,16,16,1,1,"2000-2059",0,0,1389,6,7,0,0,0,9,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",68719558623,"2015-01-01T21:55:00.000+0000","2015010119","2015-01-01T19:55:00.000+0000","2015010118","2015010117","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-01T19:53:00.000+0000","2015010119",32,35,34,29.58,350,3,3,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-01T14:51:00","FM-15","7","0.0",null,"2015-01-01T19:51:00.000+0000",9,38,29,29.97,240,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T01:10:00.000+0000","0.0",null,"0.0",null,null,0,16.203319502074688,0.2821576763485477,16.17412935323383,0.2935323383084577,17.584,0.288,18.54385964912281,0.3157894736842105,"2015-01-01T22:27:00.000+0000","2015-01-01T22:00:00.000+0000",40,41,41,41,1,64,66,0.9696969696969697,90,91,0.989010989010989,115,112,1.0267857142857142,140,141,0.9929078014184397,162,167,0.9700598802395209,178,182,0.978021978021978,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,180,184,0.9782608695652174,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T21:00:00.000+0000","PVD",1,1,1,4,"2015-01-01","WN",19393,"N8646B",14307,"RI",13232,"MDW","IL",1640,1635,-5,0,0,-1,"1600-1659",1825,1828,3,3,0,0,"1800-1859",0,0,842,4,0,0,0,0,0,2015,"KPVD","PVD","Theodore Francis Green State Airport","Providence","Rhode Island","US",55,41.7326011658,-71.4204025269,"America/New_York",60129760021,"2015-01-01T21:40:00.000+0000","2015010119","2015-01-01T19:40:00.000+0000","2015010118","2015010117","72507014765","PROVIDENCE, RI US","16.8","41.7225","-71.4325","2015-01-01T13:51:00","FM-15","7","0.0",null,"2015-01-01T18:51:00.000+0000","2015010118",6,32,25,29.92,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-01T12:53:00","FM-15","7","0.0",null,"2015-01-01T18:53:00.000+0000",12,30,25,29.34,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T00:25:00.000+0000","0.0","2015-01-01T19:35:00.000+0000","0.0","2015-01-01T20:45:00.000+0000",55,0,2.5294117647058822,0,3.2857142857142856,0,2.4,0,0.5,0,"2015-01-01T21:35:00.000+0000","2015-01-01T21:00:00.000+0000",2,1,2,2,1,4,4,1,5,5,1,5,6,0.8333333333333334,6,6,1,7,9,0.7777777777777778,10,11,0.9090909090909091,15,16,0.9375,16,16,1,16,16,1,16,16,1,16,16,1,925,853,1754,2543,3253,3975,4560,4972,5249,5332,5332,5332,5332],["2015-01-01T23:00:00.000+0000","TTN",1,1,1,4,"2015-01-01","F9",20436,"N926FR",15356,"NJ",12339,"IND","IN",1800,1803,3,3,0,0,"1800-1859",2010,2018,8,8,0,0,"2000-2059",0,0,610,3,0,0,0,0,0,2015,"KTTN","TTN","Trenton Mercer Airport","Trenton","New Jersey","US",213,40.2766990662,-74.8134994507,"America/New_York",154618953680,"2015-01-01T23:00:00.000+0000","2015010121","2015-01-01T21:00:00.000+0000","2015010120","2015010119","72409514792","TRENTON MERCER AIRPORT, NJ US","57.9","40.27679","-74.81594","2015-01-01T15:53:00","FM-15","7","0.0",null,"2015-01-01T20:53:00.000+0000","2015010120",11,39,30,29.78,230,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-01T15:54:00","FM-15","7","0.0",null,"2015-01-01T20:54:00.000+0000",15,33,27,29.21,240,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T01:10:00.000+0000","5.0","2015-01-01T19:51:00.000+0000","0.0","2015-01-01T22:19:00.000+0000",41,0,10,0.3333333333333333,3,0,0,0,0,0,"2015-01-01T23:03:00.000+0000","2015-01-01T23:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,1,1,1,2,2,1,2,2,1,2,2,1,3,3,1,5,4,1.25,5,6,0.8333333333333334,6,6,1,6,6,1,853,910,1832,2685,3586,4375,5085,5807,6392,6804,7081,7164,7164],["2015-01-02T00:00:00.000+0000","AEX",1,1,1,4,"2015-01-01","MQ",20398,"N935MQ",10185,"LA",11298,"DFW","TX",1820,2002,102,102,1,6,"1800-1859",1935,2124,109,109,1,7,"1900-1959",0,0,285,2,0,0,7,0,102,2015,"KAEX","AEX","Alexandria International Airport","Alexandria","Louisiana","US",89,31.3274002075,-92.5497970581,"America/Chicago",214749088308,"2015-01-02T00:20:00.000+0000","2015010122","2015-01-01T22:20:00.000+0000","2015010121","2015010120","74754093915","ALEXANDRIA INTERNATIONAL AIRPORT, LA US","25.6","31.33472","-92.55861","2015-01-01T15:53:00","FM-15","7","0.03","-RA:02 BR:1 |RA |","2015-01-01T21:53:00.000+0000","2015010121",41,42,42,30.11,60,5,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-01T16:13:00","FM-16","7","0.01","-RA:02 BR:1 |RA |","2015-01-01T22:13:00.000+0000",34,35,35,29.57,10,5,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T01:35:00.000+0000","0.0","2015-01-01T22:50:00.000+0000","0.0","2015-01-01T23:53:00.000+0000",27,0,0,0,0,0,0,0,0,0,"2015-01-02T02:02:00.000+0000","2015-01-02T02:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,845,925,1835,2757,3610,4511,5300,6010,6732,7317,7729,8006,8089],["2015-01-02T06:00:00.000+0000","ABQ",1,1,1,4,"2015-01-01","B6",20409,"N531JB",10140,"NM",12478,"JFK","NY",2359,57,58,58,1,3,"2300-2359",546,633,47,47,1,3,"0001-0559",0,0,1826,8,40,0,0,0,7,2015,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver",85900329078,"2015-01-02T06:59:00.000+0000","2015010204","2015-01-02T04:59:00.000+0000","2015010203","2015010202","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.5","35.0419","-106.6155","2015-01-01T21:52:00","FM-15","7","0.0",null,"2015-01-02T04:52:00.000+0000","2015010204",19,24,22,24.7,270,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-01T23:51:00","FM-15","7","0.0",null,"2015-01-02T04:51:00.000+0000",22,36,31,30.03,250,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T10:46:00.000+0000","4.0","2015-01-02T01:00:00.000+0000","0.0","2015-01-02T06:08:00.000+0000",51,0,27.27027027027027,0.4864864864864865,32.642857142857146,0.5,18,0.5,34,1,"2015-01-01T07:57:00.000+0000","2015-01-01T07:00:00.000+0000",0,1,0,0,null,6,1,6,9,7,1.2857142857142858,10,9,1.1111111111111112,16,13,1.2307692307692308,21,19,1.105263157894737,21,20,1.05,25,24,1.0416666666666667,33,30,1.1,34,34,1,37,36,1.0277777777777777,38,40,0.95,127,467,1053,1808,2653,3506,4465,5390,6300,7222,8075,8976,9765],["2015-01-02T07:00:00.000+0000","ITO",1,1,1,4,"2015-01-01","HA",19690,"N492HA",12402,"HI",12173,"HNL","HI",2105,2225,80,80,1,5,"2100-2159",2154,2321,87,87,1,5,"2100-2159",0,0,216,1,7,0,0,0,80,2015,"PHTO","ITO","Hilo International Airport","Hilo","Hawaii","US",38,19.7213993073,-155.0480041504,"Pacific/Honolulu",214748954185,"2015-01-02T07:05:00.000+0000","2015010205","2015-01-02T05:05:00.000+0000","2015010204","2015010203","91285021504","HILO INTERNATIONAL AIRPORT 87, HI US","11.6","19.7191","-155.053","2015-01-01T18:53:00","FM-15","7","0.0",null,"2015-01-02T04:53:00.000+0000","2015010204",62,74,67,29.8,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2015-01-01T18:53:00","FM-15","7","0.0",null,"2015-01-02T04:53:00.000+0000",58,70,63,29.83,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T07:54:00.000+0000","0.0","2015-01-02T05:46:00.000+0000","0.0","2015-01-02T06:36:00.000+0000",29,0,8.083333333333334,0.16666666666666666,1.3333333333333333,0,0,0,0,0,"2015-01-02T08:25:00.000+0000","2015-01-02T08:00:00.000+0000",0,1,1,1,1,3,3,1,3,4,0.75,4,4,1,5,5,1,6,6,1,6,6,1,8,7,1.1428571428571428,8,8,1,9,9,1,11,11,1,12,12,1,107,246,713,1299,2054,2899,3752,4711,5636,6546,7468,8321,9222],["2015-01-02T11:00:00.000+0000","MDW",1,1,2,5,"2015-01-02","WN",19393,"N8624J",13232,"IL",11292,"DEN","CO",545,544,-1,0,0,-1,"0001-0559",740,719,-21,0,0,-2,"0700-0759",0,0,895,4,0,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",34359995858,"2015-01-02T11:45:00.000+0000","2015010209","2015-01-02T09:45:00.000+0000","2015010208","2015010207","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-02T02:53:00","FM-15","7","0.0",null,"2015-01-02T08:53:00.000+0000","2015010208",16,23,21,29.52,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-02T01:53:00","FM-15","7","0.0",null,"2015-01-02T08:53:00.000+0000",15,18,17,24.59,220,11,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T14:40:00.000+0000","49.0","2015-01-02T03:30:00.000+0000","54.0","2015-01-02T05:40:00.000+0000",365,1,14.214285714285714,0.36904761904761907,0,0,0,0,0,0,"2015-01-02T11:44:00.000+0000","2015-01-02T11:00:00.000+0000",6,1,0,0,null,0,0,null,0,0,null,0,0,null,3,0,null,22,20,1.1,35,33,1.0606060606060606,51,50,1.02,59,58,1.0172413793103448,72,71,1.0140845070422535,83,82,1.0121951219512195,94,93,1.010752688172043,556,80,187,314,478,724,1191,1777,2532,3377,4230,5189,6114],["2015-01-02T12:00:00.000+0000","CHS",1,1,2,5,"2015-01-02","WN",19393,"N8607M",10994,"SC",10821,"BWI","MD",715,713,-2,0,0,-1,"0700-0759",905,836,-29,0,0,-2,"0900-0959",0,0,472,2,0,0,0,0,0,2015,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York",171799711903,"2015-01-02T12:15:00.000+0000","2015010210","2015-01-02T10:15:00.000+0000","2015010209","2015010208","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2015-01-02T04:56:00","FM-15","7","0.0",null,"2015-01-02T09:56:00.000+0000","2015010209",44,50,47,30.23,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-02T04:54:00","FM-15","7","0.0",null,"2015-01-02T09:54:00.000+0000",18,29,25,29.99,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T14:05:00.000+0000","0.0","2015-01-02T01:25:00.000+0000","0.0","2015-01-02T03:05:00.000+0000",550,0,3.8,0,0,0,0,0,0,0,"2015-01-02T12:13:00.000+0000","2015-01-02T12:00:00.000+0000",2,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,3,3,1,6,6,1,765,30,110,217,344,508,754,1221,1807,2562,3407,4260,5219],["2015-01-02T12:00:00.000+0000","CHS",1,1,2,5,"2015-01-02","DL",19790,"N904DE",10994,"SC",10397,"ATL","GA",730,730,0,0,0,0,"0700-0759",847,853,6,6,0,0,"0800-0859",0,0,259,2,0,0,0,0,0,2015,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York",17180726525,"2015-01-02T12:30:00.000+0000","2015010210","2015-01-02T10:30:00.000+0000","2015010209","2015010208","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2015-01-02T04:56:00","FM-15","7","0.0",null,"2015-01-02T09:56:00.000+0000","2015010209",44,50,47,30.23,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T04:52:00","FM-15","7","0.0",null,"2015-01-02T09:52:00.000+0000",41,44,43,29.15,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T13:47:00.000+0000","0.0","2015-01-02T00:15:00.000+0000","6.0","2015-01-02T01:27:00.000+0000",663,0,4,0,0,0,0,0,0,0,"2015-01-02T12:30:00.000+0000","2015-01-02T12:00:00.000+0000",2,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,3,3,1,6,6,1,765,30,110,217,344,508,754,1221,1807,2562,3407,4260,5219],["2015-01-02T13:00:00.000+0000","CHS",1,1,2,5,"2015-01-02","WN",19393,"N7734H",10994,"SC",13232,"MDW","IL",820,816,-4,0,0,-1,"0800-0859",940,924,-16,0,0,-2,"0900-0959",0,0,745,3,0,0,0,0,0,2015,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York",188979752965,"2015-01-02T13:20:00.000+0000","2015010211","2015-01-02T11:20:00.000+0000","2015010210","2015010209","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2015-01-02T05:56:00","FM-15","7","0.0",null,"2015-01-02T10:56:00.000+0000","2015010210",44,50,47,30.25,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-02T04:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",16,21,20,29.53,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:40:00.000+0000","44.0","2015-01-02T02:05:00.000+0000","28.0","2015-01-02T04:20:00.000+0000",540,1,1.7142857142857142,0,0.6,0,0.6,0,0.6,0,"2015-01-02T13:16:00.000+0000","2015-01-02T13:00:00.000+0000",2,2,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,5,4,1.25,6,5,1.2,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","CHS",1,1,2,5,"2015-01-02","DL",19790,"N302DQ",10994,"SC",10397,"ATL","GA",845,839,-6,0,0,-1,"0800-0859",1005,1012,7,7,0,0,"1000-1059",0,0,259,2,0,0,0,0,0,2015,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York",180388713899,"2015-01-02T13:45:00.000+0000","2015010211","2015-01-02T11:45:00.000+0000","2015010210","2015010209","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2015-01-02T05:56:00","FM-15","7","0.0",null,"2015-01-02T10:56:00.000+0000","2015010210",44,50,47,30.25,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T05:52:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-02T10:52:00.000+0000",41,44,43,29.16,0,0,9,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:05:00.000+0000","0.0","2015-01-01T21:50:00.000+0000","0.0","2015-01-01T23:02:00.000+0000",883,0,1.5,0,0.5,0,0.5,0,0.5,0,"2015-01-02T13:39:00.000+0000","2015-01-02T13:00:00.000+0000",2,2,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,3,2,1.5,5,4,1.25,6,5,1.2,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","US",20355,"N644AW",15304,"FL",14100,"PHL","PA",800,755,-5,0,0,-1,"0800-0859",1025,1013,-12,0,0,-1,"1000-1059",0,0,920,4,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",120259088730,"2015-01-02T13:00:00.000+0000","2015010211","2015-01-02T11:00:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-02T05:54:00","FM-15","7","0.0",null,"2015-01-02T10:54:00.000+0000",18,33,28,30.15,260,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:25:00.000+0000","18.0","2015-01-02T00:50:00.000+0000","16.0","2015-01-02T02:27:00.000+0000",633,1,9.4,0.17777777777777778,0,0,0,0,0,0,"2015-01-02T12:55:00.000+0000","2015-01-02T12:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","WN",19393,"N604SW",15304,"FL",10821,"BWI","MD",800,758,-2,0,0,-1,"0800-0859",1020,1003,-17,0,0,-2,"1000-1059",0,0,842,4,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",8590192432,"2015-01-02T13:00:00.000+0000","2015010211","2015-01-02T11:00:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-02T05:54:00","FM-15","7","0.0",null,"2015-01-02T10:54:00.000+0000",19,35,30,30.01,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:20:00.000+0000","16.0","2015-01-02T01:20:00.000+0000","5.0","2015-01-02T03:50:00.000+0000",550,1,9.4,0.17777777777777778,0,0,0,0,0,0,"2015-01-02T12:58:00.000+0000","2015-01-02T12:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","WN",19393,"N953WN",15304,"FL",13232,"MDW","IL",815,810,-5,0,0,-1,"0800-0859",1005,944,-21,0,0,-2,"1000-1059",0,0,997,4,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",188978965836,"2015-01-02T13:15:00.000+0000","2015010211","2015-01-02T11:15:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-02T04:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",16,21,20,29.53,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T16:05:00.000+0000","34.0","2015-01-02T02:45:00.000+0000","23.0","2015-01-02T04:15:00.000+0000",540,1,9.311111111111112,0.17777777777777778,0,0,0,0,0,0,"2015-01-02T13:10:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","UA",19977,"N37437",15304,"FL",11292,"DEN","CO",820,817,-3,0,0,-1,"0800-0859",1023,1026,3,3,0,0,"1000-1059",0,0,1506,7,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",85900557855,"2015-01-02T13:20:00.000+0000","2015010211","2015-01-02T11:20:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-02T03:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",11,15,14,24.57,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:23:00.000+0000","41.0","2015-01-01T23:47:00.000+0000","49.0","2015-01-02T03:04:00.000+0000",616,1,9.363636363636363,0.18181818181818182,0,0,0,0,0,0,"2015-01-02T13:17:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","NK",20416,"N604NK",15304,"FL",11697,"FLL","FL",825,840,15,15,1,1,"0800-0859",928,1006,38,38,1,2,"0900-0959",0,0,197,1,0,0,38,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",249109119379,"2015-01-02T13:25:00.000+0000","2015010211","2015-01-02T11:25:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-02T05:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",72,74,73,30.16,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T14:28:00.000+0000","5.0","2015-01-02T01:55:00.000+0000","3.0","2015-01-02T02:55:00.000+0000",630,0,9.113636363636363,0.18181818181818182,0.1,0,0.1,0,0.125,0,"2015-01-02T13:40:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","WN",19393,"N463WN",15304,"FL",11697,"FLL","FL",825,822,-3,0,0,-1,"0800-0859",920,918,-2,0,0,-1,"0900-0959",0,0,197,1,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",154619504138,"2015-01-02T13:25:00.000+0000","2015010211","2015-01-02T11:25:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-02T05:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",72,74,73,30.16,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T14:20:00.000+0000","13.0","2015-01-02T02:35:00.000+0000","6.0","2015-01-02T03:55:00.000+0000",570,0,9.113636363636363,0.18181818181818182,0.1,0,0.1,0,0.125,0,"2015-01-02T13:22:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","DL",19790,"N803DN",15304,"FL",10397,"ATL","GA",830,829,-1,0,0,-1,"0800-0859",1010,1015,5,5,0,0,"1000-1059",0,0,406,2,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",137439643241,"2015-01-02T13:30:00.000+0000","2015010211","2015-01-02T11:30:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T05:52:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-02T10:52:00.000+0000",41,44,43,29.16,0,0,9,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:10:00.000+0000","49.0","2015-01-01T23:05:00.000+0000","43.0","2015-01-02T00:30:00.000+0000",780,1,8.23913043478261,0.15217391304347827,0.23076923076923078,0,0.23076923076923078,0,0.2727272727272727,0,"2015-01-02T13:29:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","US",20355,"N546UW",15304,"FL",11057,"CLT","NC",830,825,-5,0,0,-1,"0800-0859",1013,1011,-2,0,0,-1,"1000-1059",0,0,507,3,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",154619506834,"2015-01-02T13:30:00.000+0000","2015010211","2015-01-02T11:30:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-02T05:52:00","FM-15","7","0.0",null,"2015-01-02T10:52:00.000+0000",33,44,39,29.41,200,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:13:00.000+0000","0.0","2015-01-02T08:15:00.000+0000","0.0","2015-01-02T11:54:00.000+0000",96,0,8.23913043478261,0.15217391304347827,0.23076923076923078,0,0.23076923076923078,0,0.2727272727272727,0,"2015-01-02T13:25:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","DL",19790,"N327NW",15304,"FL",12892,"LAX","CA",832,826,-6,0,0,-1,"0800-0859",1110,1054,-16,0,0,-2,"1100-1159",0,0,2158,9,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",146029059685,"2015-01-02T13:32:00.000+0000","2015010211","2015-01-02T11:32:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-02T02:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",35,42,39,29.78,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T19:10:00.000+0000","0.0","2015-01-02T07:30:00.000+0000","0.0","2015-01-02T11:56:00.000+0000",96,0,8.23913043478261,0.15217391304347827,0.23076923076923078,0,0.23076923076923078,0,0.2727272727272727,0,"2015-01-02T13:26:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","UA",19977,"N27205",15304,"FL",11042,"CLE","OH",833,831,-2,0,0,-1,"0800-0859",1058,1051,-7,0,0,-1,"1000-1059",0,0,927,4,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",214748868704,"2015-01-02T13:33:00.000+0000","2015010211","2015-01-02T11:33:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-01-02T05:51:00","FM-15","7","0.0",null,"2015-01-02T10:51:00.000+0000",16,27,24,29.34,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:58:00.000+0000","18.0","2015-01-01T23:00:00.000+0000","5.0","2015-01-02T02:02:00.000+0000",691,1,8.23913043478261,0.15217391304347827,0.23076923076923078,0,0.23076923076923078,0,0.2727272727272727,0,"2015-01-02T13:31:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","DL",19790,"N937DN",15304,"FL",11433,"DTW","MI",835,825,-10,0,0,-1,"0800-0859",1119,1056,-23,0,0,-2,"1100-1159",0,0,983,4,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",223339404609,"2015-01-02T13:35:00.000+0000","2015010211","2015-01-02T11:35:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-02T05:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",18,29,25,29.46,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T16:19:00.000+0000","0.0","2015-01-01T20:40:00.000+0000","0.0","2015-01-01T23:26:00.000+0000",849,0,8.23913043478261,0.15217391304347827,0.23076923076923078,0,0.23076923076923078,0,0.2727272727272727,0,"2015-01-02T13:25:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","AA",19805,"N024AA",15304,"FL",13303,"MIA","FL",847,1139,172,172,1,11,"0800-0859",954,1242,168,168,1,11,"0900-0959",0,0,204,1,0,0,0,0,168,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",188979151277,"2015-01-02T13:47:00.000+0000","2015010211","2015-01-02T11:47:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 |s |","2015-01-02T10:53:00.000+0000","2015010210",61,63,62,30.2,70,3,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-02T05:53:00","FM-15","7","0.0",null,"2015-01-02T10:53:00.000+0000",70,73,71,30.15,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T14:54:00.000+0000","0.0","2015-01-02T12:02:00.000+0000","0.0","2015-01-02T13:06:00.000+0000",41,0,7.72093023255814,0.11627906976744186,0.21428571428571427,0,0.21428571428571427,0,0.25,0,"2015-01-02T16:39:00.000+0000","2015-01-02T16:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","US",20355,"N721UW",15304,"FL",11278,"DCA","VA",854,849,-5,0,0,-1,"0800-0859",1100,1051,-9,0,0,-1,"1100-1159",0,0,814,4,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",85899817789,"2015-01-02T13:54:00.000+0000","2015010211","2015-01-02T11:54:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T06:53:00","FM-15","7","0.0","FG:2 |FG |","2015-01-02T11:53:00.000+0000","2015010211",61,63,62,30.21,60,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-02T06:52:00","FM-15","7","0.0",null,"2015-01-02T11:52:00.000+0000",27,37,33,30.16,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T16:00:00.000+0000","0.0","2015-01-01T22:40:00.000+0000","0.0","2015-01-02T01:07:00.000+0000",767,0,8.3,0.125,0.21428571428571427,0,0.21428571428571427,0,0.2727272727272727,0,"2015-01-02T13:49:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","WN",19393,"N8313F",15304,"FL",11292,"DEN","CO",855,852,-3,0,0,-1,"0800-0859",1100,1055,-5,0,0,-1,"1100-1159",0,0,1506,7,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",163209777463,"2015-01-02T13:55:00.000+0000","2015010211","2015-01-02T11:55:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T06:53:00","FM-15","7","0.0","FG:2 |FG |","2015-01-02T11:53:00.000+0000","2015010211",61,63,62,30.21,60,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-02T04:53:00","FM-15","7","0.0",null,"2015-01-02T11:53:00.000+0000",10,13,12,24.56,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:00:00.000+0000","0.0","2015-01-02T12:00:00.000+0000","0.0","2015-01-02T13:10:00.000+0000",45,0,7.72093023255814,0.11627906976744186,0.17647058823529413,0,0.17647058823529413,0,0.21428571428571427,0,"2015-01-02T13:52:00.000+0000","2015-01-02T13:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","WN",19393,"N770SA",15304,"FL",10397,"ATL","GA",855,910,15,15,1,1,"0800-0859",1020,1033,13,13,0,0,"1000-1059",0,0,406,2,0,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",154619419232,"2015-01-02T13:55:00.000+0000","2015010211","2015-01-02T11:55:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T06:53:00","FM-15","7","0.0","FG:2 |FG |","2015-01-02T11:53:00.000+0000","2015010211",61,63,62,30.21,60,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T06:52:00","FM-15","7","0.03","-RA:02 BR:1 |RA |","2015-01-02T11:52:00.000+0000",41,44,43,29.15,200,3,6,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T15:20:00.000+0000","0.0","2015-01-02T12:00:00.000+0000","0.0","2015-01-02T13:25:00.000+0000",30,0,7.72093023255814,0.11627906976744186,0.17647058823529413,0,0.17647058823529413,0,0.21428571428571427,0,"2015-01-02T14:10:00.000+0000","2015-01-02T14:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T13:00:00.000+0000","TPA",1,1,2,5,"2015-01-02","AA",19805,"N491AA",15304,"FL",11298,"DFW","TX",855,923,28,28,1,1,"0800-0859",1045,1100,15,15,1,1,"1000-1059",0,0,929,4,15,0,0,0,0,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",568549,"2015-01-02T13:55:00.000+0000","2015010211","2015-01-02T11:55:00.000+0000","2015010210","2015010209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T06:53:00","FM-15","7","0.0","FG:2 |FG |","2015-01-02T11:53:00.000+0000","2015010211",61,63,62,30.21,60,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-02T05:53:00","FM-15","7","0.0","BR:1 ||","2015-01-02T11:53:00.000+0000",36,37,37,29.52,20,8,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T16:45:00.000+0000","188.0","2015-01-01T23:05:00.000+0000","182.0","2015-01-02T01:20:00.000+0000",755,1,7.72093023255814,0.11627906976744186,0.17647058823529413,0,0.17647058823529413,0,0.21428571428571427,0,"2015-01-02T14:23:00.000+0000","2015-01-02T14:00:00.000+0000",12,16,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,6,3,2,9,4,2.25,16,10,1.6,29,27,1.0740740740740742,46,42,1.0952380952380953,900,222,252,332,439,566,730,976,1443,2029,2784,3629,4482],["2015-01-02T15:00:00.000+0000","SBA",1,1,2,5,"2015-01-02","OO",20304,"N563SW",14689,"CA",14771,"SFO","CA",700,703,3,3,0,0,"0700-0759",838,842,4,4,0,0,"0800-0859",0,0,262,2,0,0,0,0,0,2015,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles",25770205305,"2015-01-02T15:00:00.000+0000","2015010213","2015-01-02T13:00:00.000+0000","2015010212","2015010211","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.7","34.4258","-119.8425","2015-01-02T04:53:00","FM-15","7","0.0",null,"2015-01-02T12:53:00.000+0000","2015010212",31,36,34,30.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-02T04:56:00","FM-15","7","0.0",null,"2015-01-02T12:56:00.000+0000",33,38,36,30.15,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T16:38:00.000+0000","0.0","2015-01-02T06:36:00.000+0000","0.0","2015-01-02T07:54:00.000+0000",426,0,9.4,0.2,0,0,0,0,0,0,"2015-01-02T15:03:00.000+0000","2015-01-02T15:00:00.000+0000",2,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,4,3,1.3333333333333333,6,5,1.2,969,765,1321,1543,1573,1653,1760,1887,2051,2297,2764,3350,4105],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N551NW",10397,"GA",14027,"PBI","FL",1100,1128,28,28,1,1,"1100-1159",1253,1305,12,12,0,0,"1200-1259",0,0,545,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",231929085057,"2015-01-02T16:00:00.000+0000","2015010214","2015-01-02T14:00:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-02T08:53:00","FM-15","7","0.0",null,"2015-01-02T13:53:00.000+0000",71,77,73,30.21,140,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:53:00.000+0000","0.0","2015-01-02T13:30:00.000+0000","0.0","2015-01-02T15:10:00.000+0000",50,0,6.636904761904762,0.16071428571428573,4.65,0.1,4.677966101694915,0.1016949152542373,5.36144578313253,0.12048192771084337,"2015-01-02T16:28:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N3762Y",10397,"GA",10849,"BZN","MT",1100,1057,-3,0,0,-1,"1100-1159",1325,1312,-13,0,0,-1,"1300-1359",0,0,1640,7,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",249108699333,"2015-01-02T16:00:00.000+0000","2015010214","2015-01-02T14:00:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1349.3","45.788","-111.1608","2015-01-02T06:56:00","FM-15","7","0.0",null,"2015-01-02T13:56:00.000+0000",-6,-1,-2,25.49,90,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T20:25:00.000+0000","0.0","2015-01-01T22:40:00.000+0000","0.0","2015-01-02T03:11:00.000+0000",769,0,6.636904761904762,0.16071428571428573,4.65,0.1,4.677966101694915,0.1016949152542373,5.36144578313253,0.12048192771084337,"2015-01-02T15:57:00.000+0000","2015-01-02T15:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N623DL",10397,"GA",11697,"FLL","FL",1100,1057,-3,0,0,-1,"1100-1159",1255,1248,-7,0,0,-1,"1200-1259",0,0,581,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",85899691219,"2015-01-02T16:00:00.000+0000","2015010214","2015-01-02T14:00:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-02T08:53:00","FM-15","7","0.0",null,"2015-01-02T13:53:00.000+0000",72,76,73,30.22,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:55:00.000+0000","0.0","2015-01-02T12:30:00.000+0000","0.0","2015-01-02T15:06:00.000+0000",54,0,6.636904761904762,0.16071428571428573,4.65,0.1,4.677966101694915,0.1016949152542373,5.36144578313253,0.12048192771084337,"2015-01-02T15:57:00.000+0000","2015-01-02T15:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","EV",20366,"N582CA",10397,"GA",13367,"MLI","IL",1100,1054,-6,0,0,-1,"1100-1159",1201,1146,-15,0,0,-1,"1200-1259",0,0,633,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111670235595,"2015-01-02T16:00:00.000+0000","2015010214","2015-01-02T14:00:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLI","MLI","Quad City International Airport","Moline","Illinois","US",590,41.4485015869,-90.5074996948,"America/Chicago","72544014923","MOLINE QUAD CITY INTERNATIONAL AIRPORT, IL US","180.4","41.46528","-90.52333","2015-01-02T07:52:00","FM-15","7","0.0",null,"2015-01-02T13:52:00.000+0000",9,13,12,29.63,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:01:00.000+0000","0.0","2015-01-01T18:35:00.000+0000","0.0","2015-01-01T20:26:00.000+0000",1174,0,6.636904761904762,0.16071428571428573,4.65,0.1,4.677966101694915,0.1016949152542373,5.36144578313253,0.12048192771084337,"2015-01-02T15:54:00.000+0000","2015-01-02T15:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","EV",20366,"N839AS",10397,"GA",10431,"AVL","NC",1100,1057,-3,0,0,-1,"1100-1159",1153,1201,8,8,0,0,"1100-1159",0,0,164,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",8590248039,"2015-01-02T16:00:00.000+0000","2015010214","2015-01-02T14:00:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York","72315003812","ASHEVILLE AIRPORT, NC US","645.3","35.4319","-82.5375","2015-01-02T08:54:00","FM-15","7","0.0",null,"2015-01-02T13:54:00.000+0000",30,41,36,27.99,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T16:53:00.000+0000","10.0","2015-01-02T11:30:00.000+0000","10.0","2015-01-02T13:42:00.000+0000",138,0,6.636904761904762,0.16071428571428573,4.65,0.1,4.677966101694915,0.1016949152542373,5.36144578313253,0.12048192771084337,"2015-01-02T15:57:00.000+0000","2015-01-02T15:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N819DN",10397,"GA",12889,"LAS","NV",1102,1100,-2,0,0,-1,"1100-1159",1245,1245,0,0,0,0,"1200-1259",0,0,1747,7,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",51540633329,"2015-01-02T16:02:00.000+0000","2015010214","2015-01-02T14:02:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-02T05:56:00","FM-15","7","0.0",null,"2015-01-02T13:56:00.000+0000",12,29,24,27.82,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T20:45:00.000+0000","0.0","2015-01-02T12:30:00.000+0000","0.0","2015-01-02T14:05:00.000+0000",117,0,6.739393939393939,0.16363636363636364,4.65,0.1,4.394736842105263,0.09649122807017543,5.426829268292683,0.12195121951219512,"2015-01-02T16:00:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N939DL",10397,"GA",13871,"OMA","NE",1104,1103,-1,0,0,-1,"1100-1159",1241,1228,-13,0,0,-1,"1200-1259",0,0,821,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",197569346750,"2015-01-02T16:04:00.000+0000","2015010214","2015-01-02T14:04:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-02T07:52:00","FM-15","7","0.0",null,"2015-01-02T13:52:00.000+0000",13,16,15,29.16,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:41:00.000+0000","0.0","2015-01-02T13:10:00.000+0000","0.0","2015-01-02T15:10:00.000+0000",54,0,6.822085889570552,0.1656441717791411,4.6115702479338845,0.09917355371900827,4.356521739130435,0.09565217391304348,5.36144578313253,0.12048192771084337,"2015-01-02T16:03:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","F9",20436,"N203FR",10397,"GA",13930,"ORD","IL",1105,1140,35,35,1,2,"1100-1159",1205,1250,45,45,1,3,"1200-1259",0,0,606,3,12,0,23,0,10,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",231928616171,"2015-01-02T16:05:00.000+0000","2015010214","2015-01-02T14:05:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T07:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",13,18,17,29.53,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:05:00.000+0000","10.0","2015-01-02T13:30:00.000+0000","0.0","2015-01-02T15:20:00.000+0000",45,0,6.619047619047619,0.16071428571428573,4.393700787401575,0.09448818897637795,4.140495867768595,0.09090909090909091,5,0.11235955056179775,"2015-01-02T16:40:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N803DN",10397,"GA",14747,"SEA","WA",1105,1108,3,3,0,0,"1100-1159",1345,1335,-10,0,0,-1,"1300-1359",0,0,2182,9,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",77310100633,"2015-01-02T16:05:00.000+0000","2015010214","2015-01-02T14:05:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-02T05:53:00","FM-15","7","0.0",null,"2015-01-02T13:53:00.000+0000",26,33,30,29.68,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:45:00.000+0000","0.0","2015-01-02T13:30:00.000+0000","0.0","2015-01-02T15:10:00.000+0000",55,0,6.619047619047619,0.16071428571428573,4.393700787401575,0.09448818897637795,4.140495867768595,0.09090909090909091,5,0.11235955056179775,"2015-01-02T16:08:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N993DL",10397,"GA",12451,"JAX","FL",1105,1103,-2,0,0,-1,"1100-1159",1215,1218,3,3,0,0,"1200-1259",0,0,270,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",60129690505,"2015-01-02T16:05:00.000+0000","2015010214","2015-01-02T14:05:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2015-01-02T09:05:00","FM-16","7","0.0","BR:1 ||","2015-01-02T14:05:00.000+0000",57,57,57,30.25,30,6,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:15:00.000+0000","0.0","2015-01-02T13:20:00.000+0000","0.0","2015-01-02T15:06:00.000+0000",59,0,6.619047619047619,0.16071428571428573,4.393700787401575,0.09448818897637795,4.140495867768595,0.09090909090909091,5,0.11235955056179775,"2015-01-02T16:03:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N988DL",10397,"GA",10994,"CHS","SC",1105,1110,5,5,0,0,"1100-1159",1216,1221,5,5,0,0,"1200-1259",0,0,259,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",60130397933,"2015-01-02T16:05:00.000+0000","2015010214","2015-01-02T14:05:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2015-01-02T08:56:00","FM-15","7","0.0",null,"2015-01-02T13:56:00.000+0000",44,53,49,30.28,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:16:00.000+0000","90.0","2015-01-02T12:30:00.000+0000","83.0","2015-01-02T13:48:00.000+0000",137,1,6.619047619047619,0.16071428571428573,4.393700787401575,0.09448818897637795,4.140495867768595,0.09090909090909091,5,0.11235955056179775,"2015-01-02T16:10:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N952DN",10397,"GA",13495,"MSY","LA",1106,1106,0,0,0,0,"1100-1159",1148,1140,-8,0,0,-1,"1100-1159",0,0,425,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",249109262244,"2015-01-02T16:06:00.000+0000","2015010214","2015-01-02T14:06:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2015-01-02T08:00:00","FM-16","7","0.0",null,"2015-01-02T14:00:00.000+0000",59,63,61,30.13,110,10,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:48:00.000+0000","0.0","2015-01-02T13:00:00.000+0000","0.0","2015-01-02T15:10:00.000+0000",56,0,6.579881656804734,0.15976331360946747,4.325581395348837,0.09302325581395349,4.073170731707317,0.08943089430894309,4.944444444444445,0.1111111111111111,"2015-01-02T16:06:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N934AT",10397,"GA",12264,"IAD","VA",1106,1106,0,0,0,0,"1100-1159",1252,1247,-5,0,0,-1,"1200-1259",0,0,534,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",223339404607,"2015-01-02T16:06:00.000+0000","2015010214","2015-01-02T14:06:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-02T08:52:00","FM-15","7","0.0",null,"2015-01-02T13:52:00.000+0000",23,27,26,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:52:00.000+0000","0.0","2015-01-02T14:00:00.000+0000","0.0","2015-01-02T15:13:00.000+0000",53,0,6.579881656804734,0.15976331360946747,4.325581395348837,0.09302325581395349,4.073170731707317,0.08943089430894309,4.944444444444445,0.1111111111111111,"2015-01-02T16:06:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N920DL",10397,"GA",13303,"MIA","FL",1107,1104,-3,0,0,-1,"1100-1159",1308,1304,-4,0,0,-1,"1300-1359",0,0,594,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",68719563904,"2015-01-02T16:07:00.000+0000","2015010214","2015-01-02T14:07:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-02T08:53:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-02T13:53:00.000+0000",72,78,74,30.21,100,9,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:08:00.000+0000","0.0","2015-01-02T13:20:00.000+0000","0.0","2015-01-02T15:11:00.000+0000",56,0,6.625,0.16071428571428573,4.346153846153846,0.09230769230769231,4.096774193548387,0.08870967741935484,4.967032967032967,0.10989010989010989,"2015-01-02T16:04:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N960AT",10397,"GA",10693,"BNA","TN",1110,1106,-4,0,0,-1,"1100-1159",1122,1116,-6,0,0,-1,"1100-1159",0,0,214,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",240518593891,"2015-01-02T16:10:00.000+0000","2015010214","2015-01-02T14:10:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-01-02T07:53:00","FM-15","7","0.0","-RA:02 |RA |","2015-01-02T13:53:00.000+0000",35,39,37,29.67,0,0,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:22:00.000+0000","0.0","2015-01-02T13:25:00.000+0000","0.0","2015-01-02T15:28:00.000+0000",42,0,6.676470588235294,0.16470588235294117,4.348148148148148,0.0962962962962963,4.108527131782946,0.09302325581395349,4.9375,0.11458333333333333,"2015-01-02T16:06:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N974DL",10397,"GA",10821,"BWI","MD",1110,1114,4,4,0,0,"1100-1159",1300,1254,-6,0,0,-1,"1300-1359",0,0,577,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",120259404921,"2015-01-02T16:10:00.000+0000","2015010214","2015-01-02T14:10:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-02T08:54:00","FM-15","7","0.0",null,"2015-01-02T13:54:00.000+0000",21,38,32,30.09,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:00:00.000+0000","0.0","2015-01-02T12:45:00.000+0000","0.0","2015-01-02T15:24:00.000+0000",46,0,6.676470588235294,0.16470588235294117,4.348148148148148,0.0962962962962963,4.108527131782946,0.09302325581395349,4.9375,0.11458333333333333,"2015-01-02T16:14:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N959DN",10397,"GA",10721,"BOS","MA",1115,1113,-2,0,0,-1,"1100-1159",1347,1331,-16,0,0,-2,"1300-1359",0,0,946,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",231929001975,"2015-01-02T16:15:00.000+0000","2015010214","2015-01-02T14:15:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-02T08:54:00","FM-15","7","0.0",null,"2015-01-02T13:54:00.000+0000",17,36,30,30.05,230,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:47:00.000+0000","0.0","2015-01-02T14:15:00.000+0000","0.0","2015-01-02T15:30:00.000+0000",45,0,6.825581395348837,0.16279069767441862,4.75,0.1,4.537313432835821,0.09701492537313433,4.827160493827161,0.1111111111111111,"2015-01-02T16:13:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","WN",19393,"N907WN",10397,"GA",10821,"BWI","MD",1115,1141,26,26,1,1,"1100-1159",1305,1305,0,0,0,0,"1300-1359",0,0,577,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",171798992548,"2015-01-02T16:15:00.000+0000","2015010214","2015-01-02T14:15:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-02T08:54:00","FM-15","7","0.0",null,"2015-01-02T13:54:00.000+0000",21,38,32,30.09,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:05:00.000+0000","0.0","2015-01-02T14:00:00.000+0000","0.0","2015-01-02T15:45:00.000+0000",30,0,6.825581395348837,0.16279069767441862,4.75,0.1,4.537313432835821,0.09701492537313433,4.827160493827161,0.1111111111111111,"2015-01-02T16:41:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","UA",19977,"N31412",10397,"GA",11618,"EWR","NJ",1115,1121,6,6,0,0,"1100-1159",1330,1330,0,0,0,0,"1300-1359",0,0,746,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",94490177060,"2015-01-02T16:15:00.000+0000","2015010214","2015-01-02T14:15:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T08:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",18,35,29,30.18,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:30:00.000+0000","7.0","2015-01-02T13:00:00.000+0000","0.0","2015-01-02T15:30:00.000+0000",45,0,6.825581395348837,0.16279069767441862,4.75,0.1,4.537313432835821,0.09701492537313433,4.827160493827161,0.1111111111111111,"2015-01-02T16:21:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","WN",19393,"N418WN",10397,"GA",11278,"DCA","VA",1115,1115,0,0,0,0,"1100-1159",1300,1249,-11,0,0,-1,"1300-1359",0,0,547,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111670300917,"2015-01-02T16:15:00.000+0000","2015010214","2015-01-02T14:15:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-02T08:52:00","FM-15","7","0.0",null,"2015-01-02T13:52:00.000+0000",22,40,33,30.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:00:00.000+0000","9.0","2015-01-02T14:05:00.000+0000","0.0","2015-01-02T15:40:00.000+0000",35,0,6.825581395348837,0.16279069767441862,4.75,0.1,4.537313432835821,0.09701492537313433,4.827160493827161,0.1111111111111111,"2015-01-02T16:15:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N961DL",10397,"GA",14100,"PHL","PA",1116,1116,0,0,0,0,"1100-1159",1319,1312,-7,0,0,-1,"1300-1359",0,0,666,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",85899605973,"2015-01-02T16:16:00.000+0000","2015010214","2015-01-02T14:16:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-02T08:54:00","FM-15","7","0.0",null,"2015-01-02T13:54:00.000+0000",18,37,31,30.22,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:19:00.000+0000","0.0","2015-01-02T14:00:00.000+0000","0.0","2015-01-02T15:11:00.000+0000",65,0,6.666666666666667,0.15789473684210525,4.75,0.1,4.537313432835821,0.09701492537313433,5.3561643835616435,0.1232876712328767,"2015-01-02T16:16:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","WN",19393,"N380SW",10397,"GA",11433,"DTW","MI",1120,1125,5,5,0,0,"1100-1159",1320,1315,-5,0,0,-1,"1300-1359",0,0,594,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",34360372248,"2015-01-02T16:20:00.000+0000","2015010214","2015-01-02T14:20:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-02T08:53:00","FM-15","7","0.0",null,"2015-01-02T13:53:00.000+0000",19,27,24,29.54,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:20:00.000+0000","0.0","2015-01-02T13:45:00.000+0000","0.0","2015-01-02T15:50:00.000+0000",30,0,6.797687861271676,0.16184971098265896,4.936619718309859,0.1056338028169014,4.735294117647059,0.10294117647058823,5.805555555555555,0.1388888888888889,"2015-01-02T16:25:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","EV",20366,"N851AS",10397,"GA",13277,"MGM","AL",1120,1127,7,7,0,0,"1100-1159",1112,1113,1,1,0,0,"1100-1159",0,0,147,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",171798909234,"2015-01-02T16:20:00.000+0000","2015010214","2015-01-02T14:20:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMGM","MGM","Montgomery Regional (Dannelly Field) Airport","Montgomery","Alabama","US",221,32.30059814,-86.39399719,"America/Chicago","72226013895","MONTGOMERY AIRPORT, AL US","61.6","32.2997","-86.4075","2015-01-02T07:53:00","FM-15","7","0.0",null,"2015-01-02T13:53:00.000+0000",44,50,47,30.08,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:12:00.000+0000","0.0","2015-01-02T14:00:00.000+0000","0.0","2015-01-02T15:40:00.000+0000",40,0,6.797687861271676,0.16184971098265896,4.936619718309859,0.1056338028169014,4.735294117647059,0.10294117647058823,5.805555555555555,0.1388888888888889,"2015-01-02T16:27:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","NK",20416,"N629NK",10397,"GA",11298,"DFW","TX",1124,1136,12,12,0,0,"1100-1159",1252,1254,2,2,0,0,"1200-1259",0,0,731,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",1160454,"2015-01-02T16:24:00.000+0000","2015010214","2015-01-02T14:24:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-02T08:02:00","FM-16","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-02T14:02:00.000+0000",36,37,37,29.55,350,10,1.25,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:52:00.000+0000","0.0","2015-01-02T13:31:00.000+0000","0.0","2015-01-02T15:32:00.000+0000",52,0,6.136094674556213,0.14201183431952663,5.2027972027972025,0.11188811188811189,5.051470588235294,0.11029411764705882,6.343283582089552,0.14925373134328357,"2015-01-02T16:36:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N964DL",10397,"GA",14492,"RDU","NC",1125,1122,-3,0,0,-1,"1100-1159",1248,1233,-15,0,0,-1,"1200-1259",0,0,356,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",266288230735,"2015-01-02T16:25:00.000+0000","2015010214","2015-01-02T14:25:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2015-01-02T08:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",36,45,41,29.83,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:48:00.000+0000","0.0","2015-01-02T14:00:00.000+0000","0.0","2015-01-02T15:30:00.000+0000",55,0,6.2748538011695905,0.15204678362573099,5.379310344827586,0.12413793103448276,5.239130434782608,0.12318840579710146,6.681159420289855,0.17391304347826086,"2015-01-02T16:22:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N3765",10397,"GA",10423,"AUS","TX",1128,1128,0,0,0,0,"1100-1159",1301,1251,-10,0,0,-1,"1300-1359",0,0,813,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",42950500669,"2015-01-02T16:28:00.000+0000","2015010214","2015-01-02T14:28:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-02T07:53:00","FM-15","7","0.01","-DZ:01 BR:1 |DZ |","2015-01-02T13:53:00.000+0000",39,39,39,29.62,360,8,2,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T19:01:00.000+0000","0.0","2015-01-01T15:01:00.000+0000","0.0","2015-01-01T20:40:00.000+0000",1188,0,6.428571428571429,0.1488095238095238,5.7465753424657535,0.13013698630136986,5.666666666666667,0.13043478260869565,7.375,0.1875,"2015-01-02T16:28:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","EV",20366,"N606LR",10397,"GA",15249,"TLH","FL",1131,1129,-2,0,0,-1,"1100-1159",1236,1237,1,1,0,0,"1200-1259",0,0,223,1,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",257698798807,"2015-01-02T16:31:00.000+0000","2015010214","2015-01-02T14:31:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","16.8","30.39306","-84.35333","2015-01-02T09:02:00","FM-16","7","0.0",null,"2015-01-02T14:02:00.000+0000",50,58,54,30.21,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:36:00.000+0000","0.0","2015-01-02T14:44:00.000+0000","0.0","2015-01-02T15:51:00.000+0000",40,0,5.970238095238095,0.14285714285714285,6.046979865771812,0.14093959731543623,6.071942446043166,0.14388489208633093,8.428571428571429,0.2222222222222222,"2015-01-02T16:29:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","EV",20366,"N927EV",10397,"GA",14814,"SHV","LA",1134,1132,-2,0,0,-1,"1100-1159",1228,1212,-16,0,0,-2,"1200-1259",0,0,551,3,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",231928296643,"2015-01-02T16:34:00.000+0000","2015010214","2015-01-02T14:34:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSHV","SHV","Shreveport Regional Airport","Shreveport","Louisiana","US",258,32.4466018677,-93.8255996704,"America/Chicago","72248013957","SHREVEPORT REGIONAL AIRPORT, LA US","77.4","32.4472","-93.8244","2015-01-02T08:09:00","FM-16","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-02T14:09:00.000+0000",40,40,40,29.91,50,6,2.5,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:28:00.000+0000","0.0","2015-01-02T14:45:00.000+0000","0.0","2015-01-02T15:37:00.000+0000",57,0,5.942196531791907,0.13872832369942195,6.012987012987013,0.13636363636363635,6.034722222222222,0.1388888888888889,8.6875,0.21875,"2015-01-02T16:32:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N911DE",10397,"GA",15304,"TPA","FL",1139,1135,-4,0,0,-1,"1100-1159",1305,1255,-10,0,0,-1,"1300-1359",0,0,406,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111669663380,"2015-01-02T16:39:00.000+0000","2015010214","2015-01-02T14:39:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T09:26:00","FM-16","7","0.0","BR:1 ||","2015-01-02T14:26:00.000+0000",62,64,63,30.27,50,5,1,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:05:00.000+0000","0.0","2015-01-02T12:59:00.000+0000","0.0","2015-01-02T15:47:00.000+0000",52,0,6.016129032258065,0.13978494623655913,6.089820359281437,0.1377245508982036,6.114649681528663,0.14012738853503184,8.547945205479452,0.2054794520547945,"2015-01-02T16:35:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","WN",19393,"N468WN",10397,"GA",12889,"LAS","NV",1140,1226,46,46,1,3,"1100-1159",1320,1341,21,21,1,1,"1300-1359",0,0,1747,7,21,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",257698860733,"2015-01-02T16:40:00.000+0000","2015010214","2015-01-02T14:40:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-02T05:56:00","FM-15","7","0.0",null,"2015-01-02T13:56:00.000+0000",12,29,24,27.82,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:20:00.000+0000","0.0","2015-01-02T14:20:00.000+0000","0.0","2015-01-02T16:10:00.000+0000",30,0,5.948453608247423,0.13917525773195877,6.011428571428572,0.13714285714285715,6.03030303030303,0.1393939393939394,8.135802469135802,0.19753086419753085,"2015-01-02T17:26:00.000+0000","2015-01-02T17:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","US",20355,"N548UW",10397,"GA",14107,"PHX","AZ",1140,1137,-3,0,0,-1,"1100-1159",1350,1344,-6,0,0,-1,"1300-1359",0,0,1587,7,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",111669910285,"2015-01-02T16:40:00.000+0000","2015010214","2015-01-02T14:40:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-02T06:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",28,32,30,28.86,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T20:50:00.000+0000","0.0","2015-01-02T14:35:00.000+0000","0.0","2015-01-02T15:50:00.000+0000",50,0,5.948453608247423,0.13917525773195877,6.011428571428572,0.13714285714285715,6.03030303030303,0.1393939393939394,8.135802469135802,0.19753086419753085,"2015-01-02T16:37:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N940DL",10397,"GA",12953,"LGA","NY",1145,1142,-3,0,0,-1,"1100-1159",1358,1342,-16,0,0,-2,"1300-1359",0,0,762,4,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",206158856491,"2015-01-02T16:45:00.000+0000","2015010214","2015-01-02T14:45:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T08:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",17,38,31,30.17,270,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:58:00.000+0000","0.0","2015-01-02T13:45:00.000+0000","0.0","2015-01-02T15:58:00.000+0000",47,0,6.096938775510204,0.14285714285714285,6,0.1366120218579235,6.017341040462428,0.13872832369942195,8.392857142857142,0.20238095238095238,"2015-01-02T16:42:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","EV",20366,"N135EV",10397,"GA",12217,"HSV","AL",1145,1234,49,49,1,3,"1100-1159",1141,1233,52,52,1,3,"1100-1159",0,0,151,1,49,0,3,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",223338516488,"2015-01-02T16:45:00.000+0000","2015010214","2015-01-02T14:45:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T08:52:00","FM-15","7","0.04","|RA |","2015-01-02T13:52:00.000+0000","2015010213",43,45,44,29.18,150,3,8,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.2","34.6441","-86.7869","2015-01-02T08:19:00","FM-16","7","0.07","+RA:02 BR:1 |RA |","2015-01-02T14:19:00.000+0000",41,45,43,29.61,120,7,1.75,"+RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:41:00.000+0000","0.0","2015-01-02T15:00:00.000+0000","0.0","2015-01-02T15:59:00.000+0000",46,0,6.096938775510204,0.14285714285714285,6,0.1366120218579235,6.017341040462428,0.13872832369942195,8.392857142857142,0.20238095238095238,"2015-01-02T17:34:00.000+0000","2015-01-02T17:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","DL",19790,"N541US",10397,"GA",13204,"MCO","FL",1155,1151,-4,0,0,-1,"1100-1159",1321,1317,-4,0,0,-1,"1300-1359",0,0,404,2,0,0,0,0,0,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",85899945504,"2015-01-02T16:55:00.000+0000","2015010214","2015-01-02T14:55:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T09:52:00","FM-15","7","0.0",null,"2015-01-02T14:52:00.000+0000","2015010214",43,47,45,29.21,330,7,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-02T09:53:00","FM-15","7","0.0","BR:1 ||","2015-01-02T14:53:00.000+0000",63,63,63,30.18,360,6,0.12,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:21:00.000+0000","0.0","2015-01-02T14:30:00.000+0000","0.0","2015-01-02T16:02:00.000+0000",53,0,6.174757281553398,0.14563106796116504,6.22,0.145,6.294117647058823,0.1497326203208556,8.943181818181818,0.22727272727272727,"2015-01-02T16:51:00.000+0000","2015-01-02T16:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","ATL",1,1,2,5,"2015-01-02","AA",19805,"N473AA",10397,"GA",11298,"DFW","TX",1155,1221,26,26,1,1,"1100-1159",1325,1347,22,22,1,1,"1300-1359",0,0,731,3,0,0,0,0,22,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",128850255185,"2015-01-02T16:55:00.000+0000","2015010214","2015-01-02T14:55:00.000+0000","2015010213","2015010212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T09:52:00","FM-15","7","0.0",null,"2015-01-02T14:52:00.000+0000","2015010214",43,47,45,29.21,330,7,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-02T08:53:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-02T14:53:00.000+0000",36,37,37,29.54,20,9,1.25,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T19:25:00.000+0000","23.0","2015-01-02T14:15:00.000+0000","0.0","2015-01-02T16:15:00.000+0000",40,1,6.174757281553398,0.14563106796116504,6.22,0.145,6.294117647058823,0.1497326203208556,8.943181818181818,0.22727272727272727,"2015-01-02T17:21:00.000+0000","2015-01-02T17:00:00.000+0000",36,35,78,83,0.9397590361445783,97,106,0.9150943396226415,111,118,0.940677966101695,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,115,120,0.9583333333333334,116,120,0.9666666666666667,116,120,0.9666666666666667,124,122,1.0163934426229508,163,168,0.9702380952380952,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","LIT",1,1,2,5,"2015-01-02","WN",19393,"N299WN",12992,"AR",13232,"MDW","IL",1010,1004,-6,0,0,-1,"1000-1059",1150,1133,-17,0,0,-2,"1100-1159",0,0,544,3,0,0,0,0,0,2015,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",42950798356,"2015-01-02T16:10:00.000+0000","2015010214","2015-01-02T14:10:00.000+0000","2015010213","2015010212","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-02T07:53:00","FM-15","7","0.0","BR:1 ||","2015-01-02T13:53:00.000+0000","2015010213",35,37,36,29.99,60,7,null,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-02T07:53:00","FM-15","7","0.0",null,"2015-01-02T13:53:00.000+0000",17,22,20,29.6,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T17:50:00.000+0000","0.0","2015-01-02T14:40:00.000+0000","0.0","2015-01-02T15:40:00.000+0000",30,0,6,0.2222222222222222,3.875,0.125,3.875,0.125,0,0,"2015-01-02T16:04:00.000+0000","2015-01-02T16:00:00.000+0000",3,3,2,2,1,7,8,0.875,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,10,9,1.1111111111111112,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","LIT",1,1,2,5,"2015-01-02","MQ",20398,"N630MQ",12992,"AR",13930,"ORD","IL",1040,1059,19,19,1,1,"1000-1059",1230,1235,5,5,0,0,"1200-1259",0,0,552,3,0,0,0,0,0,2015,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",188979625895,"2015-01-02T16:40:00.000+0000","2015010214","2015-01-02T14:40:00.000+0000","2015010213","2015010212","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-02T08:29:00","FM-16","7","0.0","BR:1 ||","2015-01-02T14:29:00.000+0000","2015010214",36,37,37,30,60,8,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T07:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",13,18,17,29.53,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:30:00.000+0000","22.0","2015-01-02T14:25:00.000+0000","0.0","2015-01-02T16:13:00.000+0000",27,1,3.875,0.125,3.875,0.125,3.875,0.125,0,0,"2015-01-02T16:59:00.000+0000","2015-01-02T16:00:00.000+0000",3,3,2,2,1,7,8,0.875,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,10,9,1.1111111111111112,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","LIT",1,1,2,5,"2015-01-02","EV",20366,"N13123",12992,"AR",13930,"ORD","IL",1041,1058,17,17,1,1,"1000-1059",1230,1230,0,0,0,0,"1200-1259",0,0,552,3,0,0,0,0,0,2015,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",77310308451,"2015-01-02T16:41:00.000+0000","2015010214","2015-01-02T14:41:00.000+0000","2015010213","2015010212","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-02T08:29:00","FM-16","7","0.0","BR:1 ||","2015-01-02T14:29:00.000+0000","2015010214",36,37,37,30,60,8,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T07:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",13,18,17,29.53,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:30:00.000+0000","5.0","2015-01-02T14:17:00.000+0000","0.0","2015-01-02T16:11:00.000+0000",30,0,3.875,0.125,3.875,0.125,3.875,0.125,0,0,"2015-01-02T16:58:00.000+0000","2015-01-02T16:00:00.000+0000",3,3,2,2,1,7,8,0.875,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,10,9,1.1111111111111112,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T16:00:00.000+0000","LNK",1,1,2,5,"2015-01-02","EV",20366,"N13908",13029,"NE",13930,"ORD","IL",1026,1023,-3,0,0,-1,"1000-1059",1205,1143,-22,0,0,-2,"1200-1259",0,0,466,2,0,0,0,0,0,2015,"KLNK","LNK","Lincoln Airport","Lincoln","Nebraska","US",1219,40.8510017395,-96.7592010498,"America/Chicago",8590877631,"2015-01-02T16:26:00.000+0000","2015010214","2015-01-02T14:26:00.000+0000","2015010213","2015010212","72551014939","LINCOLN AIRPORT, NE US","362.7","40.8508","-96.7475","2015-01-02T07:54:00","FM-15","7","0.0",null,"2015-01-02T13:54:00.000+0000","2015010213",8,11,10,28.92,350,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T07:51:00","FM-15","7","0.0",null,"2015-01-02T13:51:00.000+0000",13,18,17,29.53,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T18:05:00.000+0000","0.0","2015-01-02T14:11:00.000+0000","0.0","2015-01-02T15:56:00.000+0000",30,0,0,0,0,0,0,0,0,0,"2015-01-02T16:23:00.000+0000","2015-01-02T16:00:00.000+0000",1,1,0,0,null,2,3,0.6666666666666666,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,4,4,1,958,900,1665,2221,2443,2473,2553,2660,2787,2951,3197,3664,4250],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N641UA",11618,"NJ",13930,"ORD","IL",1400,1417,17,17,1,1,"1400-1459",1533,1553,20,20,1,1,"1500-1559",0,0,719,3,17,0,3,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",77309628186,"2015-01-02T19:00:00.000+0000","2015010217","2015-01-02T17:00:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T10:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000",19,29,26,29.57,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:33:00.000+0000","0.0",null,"0.0",null,null,0,5.19327731092437,0.10084033613445378,5.327586206896552,0.10344827586206896,6.818181818181818,0.1590909090909091,7.428571428571429,0.14285714285714285,"2015-01-02T19:17:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","B6",20409,"N590JB",11618,"NJ",13204,"MCO","FL",1400,1358,-2,0,0,-1,"1400-1459",1651,1646,-5,0,0,-1,"1600-1659",0,0,937,4,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",94489531444,"2015-01-02T19:00:00.000+0000","2015010217","2015-01-02T17:00:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-02T11:53:00","FM-15","7","0.0","BR:1 ||","2015-01-02T16:53:00.000+0000",65,68,66,30.14,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:51:00.000+0000","7.0","2015-01-02T15:15:00.000+0000","0.0","2015-01-02T17:52:00.000+0000",68,0,5.19327731092437,0.10084033613445378,5.327586206896552,0.10344827586206896,6.818181818181818,0.1590909090909091,7.428571428571429,0.14285714285714285,"2015-01-02T18:58:00.000+0000","2015-01-02T18:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","EV",20366,"N14198",11618,"NJ",13244,"MEM","TN",1411,1403,-8,0,0,-1,"1400-1459",1613,1619,6,6,0,0,"1600-1659",0,0,946,4,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",171799275072,"2015-01-02T19:11:00.000+0000","2015010217","2015-01-02T17:11:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","77.4","35.0564","-89.9865","2015-01-02T10:54:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-02T16:54:00.000+0000",40,42,41,29.92,100,6,1.25,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:13:00.000+0000","6.0","2015-01-02T16:19:00.000+0000","0.0","2015-01-02T18:28:00.000+0000",43,0,5.065573770491803,0.09836065573770492,5.592592592592593,0.1111111111111111,6.384615384615385,0.15384615384615385,7.071428571428571,0.14285714285714285,"2015-01-02T19:03:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N76526",11618,"NJ",11292,"DEN","CO",1415,1415,0,0,0,0,"1400-1459",1641,1643,2,2,0,0,"1600-1659",0,0,1605,7,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",154619582819,"2015-01-02T19:15:00.000+0000","2015010217","2015-01-02T17:15:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-02T09:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",14,21,19,24.57,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T23:41:00.000+0000","0.0",null,"0.0",null,null,0,5.203252032520325,0.10569105691056911,5.743119266055046,0.11926605504587157,6.775,0.175,6.714285714285714,0.14285714285714285,"2015-01-02T19:15:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","EV",20366,"N13903",11618,"NJ",13485,"MSN","WI",1418,1440,22,22,1,1,"1400-1459",1559,1626,27,27,1,1,"1500-1559",0,0,799,4,0,0,5,0,22,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",206159760492,"2015-01-02T19:18:00.000+0000","2015010217","2015-01-02T17:18:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSN","MSN","Dane County Regional Truax Field","Madison","Wisconsin","US",887,43.1399002075,-89.3375015259,"America/Chicago","72641014837","MADISON DANE CO REGIONAL AIRPORT, WI US","264.0","43.1405","-89.3452","2015-01-02T10:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",8,26,21,29.35,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:59:00.000+0000","70.0","2015-01-02T15:45:00.000+0000","0.0","2015-01-02T17:54:00.000+0000",84,1,5.203252032520325,0.10569105691056911,5.757009345794392,0.12149532710280374,6.775,0.175,7.230769230769231,0.15384615384615385,"2015-01-02T19:40:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N37253",11618,"NJ",10397,"ATL","GA",1421,1435,14,14,0,0,"1400-1459",1703,1707,4,4,0,0,"1700-1759",0,0,746,3,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",146029019232,"2015-01-02T19:21:00.000+0000","2015010217","2015-01-02T17:21:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T11:52:00","FM-15","7","0.03","-RA:02 BR:1 |RA RA |","2015-01-02T16:52:00.000+0000",45,47,46,29.21,0,0,6,"-RA:02 BR:1 ","RA RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:03:00.000+0000","0.0","2015-01-01T22:29:00.000+0000","0.0","2015-01-02T01:20:00.000+0000",1081,0,5.203252032520325,0.10569105691056911,5.811320754716981,0.12264150943396226,6.666666666666667,0.1794871794871795,7.230769230769231,0.15384615384615385,"2015-01-02T19:35:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N429UA",11618,"NJ",15304,"TPA","FL",1430,1425,-5,0,0,-1,"1400-1459",1729,1714,-15,0,0,-1,"1700-1759",0,0,997,4,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",249109366867,"2015-01-02T19:30:00.000+0000","2015010217","2015-01-02T17:30:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-02T11:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-02T16:53:00.000+0000",64,71,67,30.23,40,6,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:29:00.000+0000","0.0","2015-01-02T15:00:00.000+0000","0.0","2015-01-02T18:25:00.000+0000",65,0,5.4375,0.109375,6.155963302752293,0.12844036697247707,7.119047619047619,0.19047619047619047,8.333333333333334,0.16666666666666666,"2015-01-02T19:25:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N37255",11618,"NJ",12892,"LAX","CA",1431,1556,85,85,1,5,"1400-1459",1749,1906,77,77,1,5,"1700-1759",0,0,2454,10,40,0,0,0,37,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",249109248747,"2015-01-02T19:31:00.000+0000","2015010217","2015-01-02T17:31:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-02T08:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",32,46,40,29.83,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T01:49:00.000+0000","44.0","2015-01-02T16:12:00.000+0000","0.0","2015-01-02T18:50:00.000+0000",41,1,5.4375,0.109375,6.380952380952381,0.13333333333333333,6.390243902439025,0.17073170731707318,8.333333333333334,0.16666666666666666,"2015-01-02T20:56:00.000+0000","2015-01-02T20:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N442UA",11618,"NJ",13303,"MIA","FL",1435,1510,35,35,1,2,"1400-1459",1742,1802,20,20,1,1,"1700-1759",0,0,1085,5,18,0,0,0,2,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",146028954416,"2015-01-02T19:35:00.000+0000","2015010217","2015-01-02T17:35:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",69,80,73,30.18,120,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:42:00.000+0000","11.0","2015-01-02T15:56:00.000+0000","0.0","2015-01-02T18:44:00.000+0000",51,0,5.4375,0.109375,6.504854368932039,0.13592233009708737,6.390243902439025,0.17073170731707318,8.823529411764707,0.17647058823529413,"2015-01-02T20:10:00.000+0000","2015-01-02T20:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N45440",11618,"NJ",14771,"SFO","CA",1439,1439,0,0,0,0,"1400-1459",1813,1759,-14,0,0,-1,"1800-1859",0,0,2565,11,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",17180711892,"2015-01-02T19:39:00.000+0000","2015010217","2015-01-02T17:39:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-02T08:56:00","FM-15","7","0.0",null,"2015-01-02T16:56:00.000+0000",35,45,41,30.21,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T02:13:00.000+0000","0.0","2015-01-02T15:41:00.000+0000","0.0","2015-01-02T18:36:00.000+0000",63,0,5.4375,0.109375,6.504854368932039,0.13592233009708737,6.55,0.175,9.375,0.1875,"2015-01-02T19:39:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","EV",20366,"N14562",11618,"NJ",11995,"GSO","NC",1440,1441,1,1,0,0,"1400-1459",1620,1619,-1,0,0,-1,"1600-1659",0,0,445,2,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",163210011536,"2015-01-02T19:40:00.000+0000","2015010217","2015-01-02T17:40:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGSO","GSO","Piedmont Triad International Airport","Greensboro","North Carolina","US",925,36.0978012085,-79.9373016357,"America/New_York","72317013723","GREENSBORO AIRPORT, NC US","271.3","36.0969","-79.9432","2015-01-02T11:54:00","FM-15","7","0.0",null,"2015-01-02T16:54:00.000+0000",35,50,43,29.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:20:00.000+0000","3.0","2015-01-02T16:43:00.000+0000","0.0","2015-01-02T19:05:00.000+0000",35,0,5.410852713178294,0.10852713178294573,6.461538461538462,0.1346153846153846,6.439024390243903,0.17073170731707318,8.625,0.1875,"2015-01-02T19:41:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","EV",20366,"N11127",11618,"NJ",10994,"CHS","SC",1443,1434,-9,0,0,-1,"1400-1459",1653,1641,-12,0,0,-1,"1600-1659",0,0,628,3,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",8590475130,"2015-01-02T19:43:00.000+0000","2015010217","2015-01-02T17:43:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2015-01-02T11:56:00","FM-15","7","0.0",null,"2015-01-02T16:56:00.000+0000",43,61,52,30.26,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:53:00.000+0000","0.0","2015-01-02T15:50:00.000+0000","0.0","2015-01-02T18:32:00.000+0000",71,0,5.410852713178294,0.10852713178294573,6.456310679611651,0.13592233009708737,6.439024390243903,0.17073170731707318,9.2,0.2,"2015-01-02T19:34:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","AA",19805,"N503AA",11618,"NJ",11298,"DFW","TX",1445,1458,13,13,0,0,"1400-1459",1750,1804,14,14,0,0,"1700-1759",0,0,1372,6,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",1364213,"2015-01-02T19:45:00.000+0000","2015010217","2015-01-02T17:45:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-02T11:08:00","FM-16","7","0.0","-RA:02 |RA |","2015-01-02T17:08:00.000+0000",37,38,38,29.55,350,11,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T23:50:00.000+0000","27.0","2015-01-02T15:50:00.000+0000","0.0","2015-01-02T19:05:00.000+0000",40,1,5.469230769230769,0.1076923076923077,6.519230769230769,0.1346153846153846,6.595238095238095,0.16666666666666666,9.4375,0.1875,"2015-01-02T19:58:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","EV",20366,"N14158",11618,"NJ",13487,"MSP","MN",1445,1441,-4,0,0,-1,"1400-1459",1658,1711,13,13,0,0,"1600-1659",0,0,1008,5,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",8590151758,"2015-01-02T19:45:00.000+0000","2015010217","2015-01-02T17:45:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",18,42,33,30.19,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-02T10:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",2,17,14,29.31,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:58:00.000+0000","21.0","2015-01-02T01:43:00.000+0000","0.0","2015-01-02T04:24:00.000+0000",921,1,5.469230769230769,0.1076923076923077,6.519230769230769,0.1346153846153846,6.595238095238095,0.16666666666666666,9.4375,0.1875,"2015-01-02T19:41:00.000+0000","2015-01-02T19:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","EWR",1,1,2,5,"2015-01-02","UA",19977,"N78524",11618,"NJ",12889,"LAS","NV",1451,1502,11,11,0,0,"1400-1459",1742,1746,4,4,0,0,"1700-1759",0,0,2227,9,0,0,0,0,0,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",34359870250,"2015-01-02T19:51:00.000+0000","2015010217","2015-01-02T17:51:00.000+0000","2015010216","2015010215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-02T12:51:00","FM-15","7","0.0",null,"2015-01-02T17:51:00.000+0000","2015010217",18,43,34,30.18,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-02T08:56:00","FM-15","7","0.0",null,"2015-01-02T16:56:00.000+0000",13,37,29,27.86,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T01:42:00.000+0000","28.0","2015-01-02T14:55:00.000+0000","0.0","2015-01-02T18:39:00.000+0000",72,1,5.469230769230769,0.1076923076923077,6.519230769230769,0.1346153846153846,6.7560975609756095,0.17073170731707318,6.533333333333333,0.13333333333333333,"2015-01-02T20:02:00.000+0000","2015-01-02T20:00:00.000+0000",12,15,14,11,1.2727272727272727,31,27,1.1481481481481481,41,41,1,68,66,1.0303030303030303,89,87,1.0229885057471264,110,113,0.9734513274336283,117,116,1.0086206896551724,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,118,116,1.0172413793103448,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","UA",19977,"N25705",12953,"NY",13930,"ORD","IL",1400,1411,11,11,0,0,"1400-1459",1545,1533,-12,0,0,-1,"1500-1559",0,0,733,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",257699025732,"2015-01-02T19:00:00.000+0000","2015010217","2015-01-02T17:00:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T10:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000",19,29,26,29.57,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:45:00.000+0000","0.0","2015-01-02T14:47:00.000+0000","0.0","2015-01-02T18:15:00.000+0000",45,0,6.421428571428572,0.07857142857142857,6.467625899280575,0.07913669064748201,8.971428571428572,0.08571428571428572,2.8214285714285716,0.03571428571428571,"2015-01-02T19:11:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","MQ",20398,"N821MQ",12953,"NY",14730,"SDF","KY",1400,1350,-10,0,0,-1,"1400-1459",1608,1620,12,12,0,0,"1600-1659",0,0,659,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",60129588698,"2015-01-02T19:00:00.000+0000","2015010217","2015-01-02T17:00:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-02T11:56:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-02T16:56:00.000+0000",33,36,35,29.82,0,0,3,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:08:00.000+0000","0.0","2015-01-02T16:25:00.000+0000","0.0","2015-01-02T17:45:00.000+0000",75,0,6.421428571428572,0.07857142857142857,6.467625899280575,0.07913669064748201,8.971428571428572,0.08571428571428572,2.8214285714285716,0.03571428571428571,"2015-01-02T18:50:00.000+0000","2015-01-02T18:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","DL",19790,"N310NW",12953,"NY",13204,"MCO","FL",1405,1406,1,1,0,0,"1400-1459",1711,1642,-29,0,0,-2,"1700-1759",0,0,950,4,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",163209451648,"2015-01-02T19:05:00.000+0000","2015010217","2015-01-02T17:05:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-02T12:05:00","FM-16","7","0.0",null,"2015-01-02T17:05:00.000+0000",66,70,67,30.14,40,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:11:00.000+0000","0.0","2015-01-02T14:30:00.000+0000","0.0","2015-01-02T18:19:00.000+0000",46,0,6.330985915492958,0.07746478873239436,6.5606060606060606,0.07575757575757576,9.373134328358208,0.08955223880597014,3.08,0.04,"2015-01-02T19:06:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","B6",20409,"N703JB",12953,"NY",14027,"PBI","FL",1415,1427,12,12,0,0,"1400-1459",1715,1715,0,0,0,0,"1700-1759",0,0,1035,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",137439961269,"2015-01-02T19:15:00.000+0000","2015010217","2015-01-02T17:15:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",71,82,75,30.19,140,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:15:00.000+0000","0.0","2015-01-02T15:45:00.000+0000","0.0","2015-01-02T18:29:00.000+0000",46,0,6.243055555555555,0.0763888888888889,6.462686567164179,0.07462686567164178,4.823529411764706,0.07352941176470588,2.84,0.04,"2015-01-02T19:27:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","DL",19790,"N364NW",12953,"NY",13303,"MIA","FL",1415,1548,93,93,1,6,"1400-1459",1737,1848,71,71,1,4,"1700-1759",0,0,1096,5,7,0,0,0,64,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",128849108190,"2015-01-02T19:15:00.000+0000","2015010217","2015-01-02T17:15:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",69,80,73,30.18,120,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:37:00.000+0000","91.0","2015-01-02T16:00:00.000+0000","0.0","2015-01-02T18:30:00.000+0000",45,1,6.243055555555555,0.0763888888888889,6.462686567164179,0.07462686567164178,4.823529411764706,0.07352941176470588,2.84,0.04,"2015-01-02T20:48:00.000+0000","2015-01-02T20:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","DL",19790,"N339NW",12953,"NY",14027,"PBI","FL",1420,1419,-1,0,0,-1,"1400-1459",1735,1737,2,2,0,0,"1700-1759",0,0,1035,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",197568681320,"2015-01-02T19:20:00.000+0000","2015010217","2015-01-02T17:20:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",71,82,75,30.19,140,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:35:00.000+0000","0.0","2015-01-02T15:50:00.000+0000","0.0","2015-01-02T18:34:00.000+0000",46,0,6.243055555555555,0.0763888888888889,6.6106870229007635,0.07633587786259542,4.823529411764706,0.07352941176470588,3.0869565217391304,0.043478260869565216,"2015-01-02T19:19:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","AA",19805,"N3CLAA",12953,"NY",13930,"ORD","IL",1425,1421,-4,0,0,-1,"1400-1459",1605,1544,-21,0,0,-2,"1600-1659",0,0,733,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",249108444006,"2015-01-02T19:25:00.000+0000","2015010217","2015-01-02T17:25:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T10:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000",19,29,26,29.57,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:05:00.000+0000","0.0","2015-01-02T16:40:00.000+0000","0.0","2015-01-02T18:40:00.000+0000",45,0,6.074324324324325,0.07432432432432433,6.4148148148148145,0.07407407407407407,4.555555555555555,0.06944444444444445,2.5384615384615383,0.038461538461538464,"2015-01-02T19:21:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","EV",20366,"N713EV",12953,"NY",11042,"CLE","OH",1430,1422,-8,0,0,-1,"1400-1459",1617,1605,-12,0,0,-1,"1600-1659",0,0,419,2,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",8589981411,"2015-01-02T19:30:00.000+0000","2015010217","2015-01-02T17:30:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000",19,32,28,29.46,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:17:00.000+0000","0.0","2015-01-02T17:20:00.000+0000","0.0","2015-01-02T18:58:00.000+0000",32,0,6.074324324324325,0.07432432432432433,6.4148148148148145,0.07407407407407407,4.25,0.058823529411764705,2.64,0.04,"2015-01-02T19:22:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","DL",19790,"N963DL",12953,"NY",11433,"DTW","MI",1430,1501,31,31,1,2,"1400-1459",1635,1656,21,21,1,1,"1600-1659",0,0,502,3,17,0,0,0,4,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",197569771160,"2015-01-02T19:30:00.000+0000","2015010217","2015-01-02T17:30:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",18,33,28,29.58,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:35:00.000+0000","2.0","2015-01-02T16:05:00.000+0000","0.0","2015-01-02T19:03:00.000+0000",27,0,6.074324324324325,0.07432432432432433,6.4148148148148145,0.07407407407407407,4.25,0.058823529411764705,2.64,0.04,"2015-01-02T20:01:00.000+0000","2015-01-02T20:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","DL",19790,"N949DN",12953,"NY",13487,"MSP","MN",1430,1454,24,24,1,1,"1400-1459",1639,1712,33,33,1,2,"1600-1659",0,0,1020,5,12,0,9,0,12,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",154619506899,"2015-01-02T19:30:00.000+0000","2015010217","2015-01-02T17:30:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-02T10:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",2,17,14,29.31,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:39:00.000+0000","24.0","2015-01-02T16:00:00.000+0000","0.0","2015-01-02T18:37:00.000+0000",53,1,6.074324324324325,0.07432432432432433,6.4148148148148145,0.07407407407407407,4.25,0.058823529411764705,2.64,0.04,"2015-01-02T19:54:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","EV",20366,"N719EV",12953,"NY",14524,"RIC","VA",1440,1435,-5,0,0,-1,"1400-1459",1616,1601,-15,0,0,-1,"1600-1659",0,0,292,2,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",8590844746,"2015-01-02T19:40:00.000+0000","2015010217","2015-01-02T17:40:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2015-01-02T11:54:00","FM-15","7","0.0",null,"2015-01-02T16:54:00.000+0000",25,51,40,30.11,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:16:00.000+0000","12.0","2015-01-02T16:59:00.000+0000","0.0","2015-01-02T18:42:00.000+0000",58,0,6.06,0.07333333333333333,6.641221374045801,0.07633587786259542,4.279411764705882,0.058823529411764705,1.05,0,"2015-01-02T19:35:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","DL",19790,"N370NW",12953,"NY",11292,"DEN","CO",1440,1441,1,1,0,0,"1400-1459",1722,1722,0,0,0,0,"1700-1759",0,0,1620,7,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",120259086438,"2015-01-02T19:40:00.000+0000","2015010217","2015-01-02T17:40:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-02T09:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",14,21,19,24.57,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T00:22:00.000+0000","0.0","2015-01-02T16:00:00.000+0000","0.0","2015-01-02T18:54:00.000+0000",46,0,6.06,0.07333333333333333,6.641221374045801,0.07633587786259542,4.279411764705882,0.058823529411764705,1.05,0,"2015-01-02T19:41:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","MQ",20398,"N6EAMQ",12953,"NY",11066,"CMH","OH",1440,1437,-3,0,0,-1,"1400-1459",1633,1619,-14,0,0,-1,"1600-1659",0,0,479,2,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",111669697160,"2015-01-02T19:40:00.000+0000","2015010217","2015-01-02T17:40:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000",19,35,29,29.44,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:33:00.000+0000","0.0","2015-01-02T17:24:00.000+0000","0.0","2015-01-02T18:59:00.000+0000",41,0,6.06,0.07333333333333333,6.641221374045801,0.07633587786259542,4.279411764705882,0.058823529411764705,1.05,0,"2015-01-02T19:37:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","WN",19393,"N263WN",12953,"NY",15016,"STL","MO",1445,1444,-1,0,0,-1,"1400-1459",1645,1640,-5,0,0,-1,"1600-1659",0,0,888,4,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",180389111083,"2015-01-02T19:45:00.000+0000","2015010217","2015-01-02T17:45:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-02T10:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000",27,39,34,29.53,190,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T22:45:00.000+0000","0.0","2015-01-02T17:10:00.000+0000","0.0","2015-01-02T19:15:00.000+0000",30,0,6.046357615894039,0.0728476821192053,6.67175572519084,0.07633587786259542,4.454545454545454,0.06060606060606061,1.25,0,"2015-01-02T19:44:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","B6",20409,"N625JB",12953,"NY",11697,"FLL","FL",1445,1442,-3,0,0,-1,"1400-1459",1800,1745,-15,0,0,-1,"1800-1859",0,0,1076,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",42949782217,"2015-01-02T19:45:00.000+0000","2015010217","2015-01-02T17:45:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",72,79,74,30.19,130,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T23:00:00.000+0000","2.0","2015-01-02T16:27:00.000+0000","0.0","2015-01-02T19:00:00.000+0000",45,0,6.046357615894039,0.0728476821192053,6.67175572519084,0.07633587786259542,4.454545454545454,0.06060606060606061,1.25,0,"2015-01-02T19:42:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","US",20355,"N581UW",12953,"NY",11057,"CLT","NC",1445,1439,-6,0,0,-1,"1400-1459",1647,1624,-23,0,0,-2,"1600-1659",0,0,544,3,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",128849278716,"2015-01-02T19:45:00.000+0000","2015010217","2015-01-02T17:45:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-02T11:52:00","FM-15","7","0.0",null,"2015-01-02T16:52:00.000+0000",37,51,45,29.48,200,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T21:47:00.000+0000","1.0","2015-01-02T16:50:00.000+0000","0.0","2015-01-02T18:42:00.000+0000",63,0,6.046357615894039,0.0728476821192053,6.67175572519084,0.07633587786259542,4.454545454545454,0.06060606060606061,1.25,0,"2015-01-02T19:39:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","MQ",20398,"N535MQ",12953,"NY",15919,"XNA","AR",1450,1445,-5,0,0,-1,"1400-1459",1718,1706,-12,0,0,-1,"1700-1759",0,0,1147,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",51539996799,"2015-01-02T19:50:00.000+0000","2015010217","2015-01-02T17:50:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","392.3","36.28333","-94.3","2015-01-02T10:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000",35,37,36,28.8,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T23:18:00.000+0000","0.0","2015-01-02T11:15:00.000+0000","1.0","2015-01-02T12:18:00.000+0000",452,0,6.006578947368421,0.07236842105263158,6.653846153846154,0.07692307692307693,4.523809523809524,0.06349206349206349,1.1904761904761905,0,"2015-01-02T19:45:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","AA",19805,"N3EWAA",12953,"NY",14027,"PBI","FL",1450,1447,-3,0,0,-1,"1400-1459",1800,1759,-1,0,0,-1,"1800-1859",0,0,1035,5,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",68720061590,"2015-01-02T19:50:00.000+0000","2015010217","2015-01-02T17:50:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T11:51:00","FM-15","7","0.0",null,"2015-01-02T16:51:00.000+0000","2015010216",17,40,32,30.18,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-02T12:46:00","FM-16","7","0.0",null,"2015-01-02T17:46:00.000+0000",71,82,75,30.17,130,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T23:00:00.000+0000","0.0","2015-01-02T16:15:00.000+0000","0.0","2015-01-02T19:05:00.000+0000",45,0,6.006578947368421,0.07236842105263158,6.653846153846154,0.07692307692307693,4.523809523809524,0.06349206349206349,1.1904761904761905,0,"2015-01-02T19:47:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","LGA",1,1,2,5,"2015-01-02","AA",19805,"N3FEAA",12953,"NY",11298,"DFW","TX",1455,1452,-3,0,0,-1,"1400-1459",1810,1811,1,1,0,0,"1800-1859",0,0,1389,6,0,0,0,0,0,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",180389398560,"2015-01-02T19:55:00.000+0000","2015010217","2015-01-02T17:55:00.000+0000","2015010216","2015010215","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-02T12:51:00","FM-15","7","0.0",null,"2015-01-02T17:51:00.000+0000","2015010217",19,41,33,30.17,290,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-02T11:53:00","FM-15","7","0.05","-RA:02 BR:1 |RA |","2015-01-02T17:53:00.000+0000",37,38,38,29.52,10,9,1,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T00:10:00.000+0000","4.0","2015-01-02T16:00:00.000+0000","0.0","2015-01-02T19:10:00.000+0000",45,0,6.215686274509804,0.0784313725490196,6.946153846153846,0.08461538461538462,5.245901639344262,0.08196721311475409,2.857142857142857,0.047619047619047616,"2015-01-02T19:52:00.000+0000","2015-01-02T19:00:00.000+0000",19,19,22,22,1,39,38,1.0263157894736843,62,64,0.96875,87,85,1.0235294117647058,104,109,0.9541284403669725,128,133,0.9624060150375939,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,135,134,1.007462686567164,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T19:00:00.000+0000","MLB",1,1,2,5,"2015-01-02","DL",19790,"N925AT",13360,"FL",10397,"ATL","GA",1415,1413,-2,0,0,-1,"1400-1459",1552,1546,-6,0,0,-1,"1500-1559",0,0,442,2,0,0,0,0,0,2015,"KMLB","MLB","Melbourne International Airport","Melbourne","Florida","US",33,28.1028003693,-80.6453018188,"America/New_York",68719566401,"2015-01-02T19:15:00.000+0000","2015010217","2015-01-02T17:15:00.000+0000","2015010216","2015010215","72204012838","MELBOURNE INTERNATIONAL AIRPORT, FL US","8.2","28.1011","-80.6439","2015-01-02T11:53:00","FM-15","7","0.0",null,"2015-01-02T16:53:00.000+0000","2015010216",68,73,70,30.21,10,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T11:52:00","FM-15","7","0.03","-RA:02 BR:1 |RA RA |","2015-01-02T16:52:00.000+0000",45,47,46,29.21,0,0,6,"-RA:02 BR:1 ","RA RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-02T20:52:00.000+0000","0.0","2015-01-02T17:09:00.000+0000","0.0","2015-01-02T18:40:00.000+0000",35,0,0,0,0,0,0,0,0,0,"2015-01-02T19:13:00.000+0000","2015-01-02T19:00:00.000+0000",1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,965,958,1927,2837,3737,4502,5058,5280,5310,5390,5497,5624,5788],["2015-01-02T21:00:00.000+0000","PNS",1,1,2,5,"2015-01-02","MQ",20398,"N629MQ",14193,"FL",11298,"DFW","TX",1555,1658,63,63,1,4,"1500-1559",1800,1900,60,60,1,4,"1800-1859",0,0,604,3,0,0,0,0,60,2015,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago",25770041477,"2015-01-02T21:55:00.000+0000","2015010219","2015-01-02T19:55:00.000+0000","2015010218","2015010217","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2015-01-02T13:53:00","FM-15","7","0.0",null,"2015-01-02T19:53:00.000+0000","2015010219",60,65,62,30.01,100,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-02T13:53:00","FM-15","7","0.01","-DZ:01 |DZ |","2015-01-02T19:53:00.000+0000",37,39,38,29.44,350,10,2.5,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T00:00:00.000+0000","59.0","2015-01-02T19:45:00.000+0000","0.0","2015-01-02T21:28:00.000+0000",27,1,7.714285714285714,0.14285714285714285,12,0.2222222222222222,7.25,0.25,0,0,"2015-01-02T22:58:00.000+0000","2015-01-02T22:00:00.000+0000",0,1,0,2,0,3,3,1,5,5,1,8,9,0.8888888888888888,8,9,0.8888888888888888,9,11,0.8181818181818182,11,14,0.7857142857142857,13,14,0.9285714285714286,13,14,0.9285714285714286,13,14,0.9285714285714286,13,14,0.9285714285714286,13,14,0.9285714285714286,993,952,1910,2868,3837,4747,5647,6412,6968,7190,7220,7300,7407],["2015-01-02T22:00:00.000+0000","BUF",1,1,2,5,"2015-01-02","WN",19393,"N8625A",10792,"NY",13232,"MDW","IL",1740,1740,0,0,0,0,"1700-1759",1830,1847,17,17,1,1,"1800-1859",0,0,468,2,0,0,17,0,0,2015,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York",257698801240,"2015-01-02T22:40:00.000+0000","2015010220","2015-01-02T20:40:00.000+0000","2015010219","2015010218","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","218.2","42.93997","-78.73615","2015-01-02T14:54:00","FM-15","7","0.0",null,"2015-01-02T19:54:00.000+0000","2015010219",16,32,27,29.49,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-02T13:53:00","FM-15","7","0.0",null,"2015-01-02T19:53:00.000+0000",18,35,29,29.59,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T00:30:00.000+0000","0.0","2015-01-02T19:10:00.000+0000","0.0","2015-01-02T21:45:00.000+0000",55,0,6.515151515151516,0.12121212121212122,12,0.1875,21.333333333333332,0.3333333333333333,0,0,"2015-01-02T22:40:00.000+0000","2015-01-02T22:00:00.000+0000",2,2,2,2,1,5,6,0.8333333333333334,8,9,0.8888888888888888,11,12,0.9166666666666666,14,15,0.9333333333333333,16,17,0.9411764705882353,19,20,0.95,23,25,0.92,28,30,0.9333333333333333,31,32,0.96875,31,32,0.96875,31,32,0.96875,1030,965,1917,2875,3833,4802,5712,6612,7377,7933,8155,8185,8265],["2015-01-02T22:00:00.000+0000","BUF",1,1,2,5,"2015-01-02","DL",19790,"N933DL",10792,"NY",10397,"ATL","GA",1741,1745,4,4,0,0,"1700-1759",2008,2017,9,9,0,0,"2000-2059",0,0,712,3,0,0,0,0,0,2015,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York",197569090916,"2015-01-02T22:41:00.000+0000","2015010220","2015-01-02T20:41:00.000+0000","2015010219","2015010218","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","218.2","42.93997","-78.73615","2015-01-02T14:54:00","FM-15","7","0.0",null,"2015-01-02T19:54:00.000+0000","2015010219",16,32,27,29.49,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T15:34:00","FM-16","7","0.11","-RA:02 BR:1 |RA |","2015-01-02T20:34:00.000+0000",45,48,47,29.15,70,11,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T01:08:00.000+0000","4.0","2015-01-02T20:00:00.000+0000","0.0","2015-01-02T22:01:00.000+0000",40,0,6.515151515151516,0.12121212121212122,12,0.1875,11.125,0.25,0,0,"2015-01-02T22:45:00.000+0000","2015-01-02T22:00:00.000+0000",2,2,2,2,1,5,6,0.8333333333333334,8,9,0.8888888888888888,11,12,0.9166666666666666,14,15,0.9333333333333333,16,17,0.9411764705882353,19,20,0.95,23,25,0.92,28,30,0.9333333333333333,31,32,0.96875,31,32,0.96875,31,32,0.96875,1030,965,1917,2875,3833,4802,5712,6612,7377,7933,8155,8185,8265],["2015-01-02T23:00:00.000+0000","CWA",1,1,2,5,"2015-01-02","OO",20304,"N453SW",11203,"WI",13487,"MSP","MN",1710,1702,-8,0,0,-1,"1700-1759",1821,1753,-28,0,0,-2,"1800-1859",0,0,175,1,0,0,0,0,0,2015,"KCWA","CWA","Central Wisconsin Airport","Mosinee","Wisconsin","US",1277,44.7775993347,-89.6668014526,"America/Chicago",257698269251,"2015-01-02T23:10:00.000+0000","2015010221","2015-01-02T21:10:00.000+0000","2015010220","2015010219","72646594890","MOSINEE, WI US","389.2","44.78333","-89.66667","2015-01-02T14:45:00","FM-15","7","0.0",null,"2015-01-02T20:45:00.000+0000","2015010220",7,19,16,28.82,160,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-02T14:53:00","FM-15","7","0.0",null,"2015-01-02T20:53:00.000+0000",17,27,24,29.23,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T00:21:00.000+0000","0.0","2015-01-02T21:25:00.000+0000","0.0","2015-01-02T22:29:00.000+0000",41,0,11.666666666666666,0.3333333333333333,0,0,0,0,0,0,"2015-01-02T23:02:00.000+0000","2015-01-02T23:00:00.000+0000",1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,3,3,1,3,3,1,3,3,1,3,3,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-02T23:00:00.000+0000","IND",1,1,2,5,"2015-01-02","US",20355,"N653AW",12339,"IN",14107,"PHX","AZ",1805,1800,-5,0,0,-1,"1800-1859",2001,2004,3,3,0,0,"2000-2059",0,0,1488,6,0,0,0,0,0,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",146029288693,"2015-01-02T23:05:00.000+0000","2015010221","2015-01-02T21:05:00.000+0000","2015010220","2015010219","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-02T15:54:00","FM-15","7","0.0",null,"2015-01-02T20:54:00.000+0000","2015010220",22,37,32,29.39,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-02T13:51:00","FM-15","7","0.0",null,"2015-01-02T20:51:00.000+0000",23,51,40,28.81,230,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:01:00.000+0000","0.0","2015-01-02T17:05:00.000+0000","0.0","2015-01-02T20:33:00.000+0000",152,0,6.470588235294118,0.1568627450980392,10.535714285714286,0.2857142857142857,4.285714285714286,0.21428571428571427,0,0,"2015-01-02T23:00:00.000+0000","2015-01-02T23:00:00.000+0000",5,6,4,4,1,10,8,1.25,16,14,1.1428571428571428,20,19,1.0526315789473684,23,23,1,28,28,1,31,31,1,35,35,1,37,40,0.925,46,48,0.9583333333333334,51,51,1,51,51,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-02T23:00:00.000+0000","IND",1,1,2,5,"2015-01-02","WN",19393,"N639SW",12339,"IN",13204,"MCO","FL",1815,1817,2,2,0,0,"1800-1859",2035,2034,-1,0,0,-1,"2000-2059",0,0,829,4,0,0,0,0,0,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",25769891121,"2015-01-02T23:15:00.000+0000","2015010221","2015-01-02T21:15:00.000+0000","2015010220","2015010219","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-02T15:54:00","FM-15","7","0.0",null,"2015-01-02T20:54:00.000+0000","2015010220",22,37,32,29.39,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-02T15:53:00","FM-15","7","0.0",null,"2015-01-02T20:53:00.000+0000",69,78,72,30.08,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T01:35:00.000+0000","0.0","2015-01-02T21:00:00.000+0000","0.0","2015-01-02T22:45:00.000+0000",30,0,6.470588235294118,0.1568627450980392,10.535714285714286,0.2857142857142857,5.454545454545454,0.2727272727272727,0,0,"2015-01-02T23:17:00.000+0000","2015-01-02T23:00:00.000+0000",5,6,4,4,1,10,8,1.25,16,14,1.1428571428571428,20,19,1.0526315789473684,23,23,1,28,28,1,31,31,1,35,35,1,37,40,0.925,46,48,0.9583333333333334,51,51,1,51,51,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-02T23:00:00.000+0000","IND",1,1,2,5,"2015-01-02","WN",19393,"N691WN",12339,"IN",13198,"MCI","MO",1825,1900,35,35,1,2,"1800-1859",1900,1936,36,36,1,2,"1900-1959",0,0,451,2,0,0,1,0,35,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",171798837745,"2015-01-02T23:25:00.000+0000","2015010221","2015-01-02T21:25:00.000+0000","2015010220","2015010219","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-02T15:54:00","FM-15","7","0.0",null,"2015-01-02T20:54:00.000+0000","2015010220",22,37,32,29.39,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-02T14:53:00","FM-15","7","0.0",null,"2015-01-02T20:53:00.000+0000",27,37,33,29.05,190,10,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T01:00:00.000+0000","41.0","2015-01-02T20:30:00.000+0000","0.0","2015-01-02T22:55:00.000+0000",30,1,6.226415094339623,0.1509433962264151,10.172413793103448,0.27586206896551724,4.615384615384615,0.23076923076923078,0,0,"2015-01-03T00:00:00.000+0000","2015-01-03T00:00:00.000+0000",5,6,4,4,1,10,8,1.25,16,14,1.1428571428571428,20,19,1.0526315789473684,23,23,1,28,28,1,31,31,1,35,35,1,37,40,0.925,46,48,0.9583333333333334,51,51,1,51,51,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-02T23:00:00.000+0000","IND",1,1,2,5,"2015-01-02","UA",19977,"N826UA",12339,"IN",12266,"IAH","TX",1828,1859,31,31,1,2,"1800-1859",2009,2112,63,63,1,4,"2000-2059",0,0,844,4,16,0,32,0,15,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",163209502664,"2015-01-02T23:28:00.000+0000","2015010221","2015-01-02T21:28:00.000+0000","2015010220","2015010219","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-02T15:54:00","FM-15","7","0.0",null,"2015-01-02T20:54:00.000+0000","2015010220",22,37,32,29.39,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-02T15:23:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-02T21:23:00.000+0000",52,54,53,29.88,30,5,0.25,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T02:09:00.000+0000","44.0","2015-01-02T20:26:00.000+0000","0.0","2015-01-02T22:42:00.000+0000",46,1,6.226415094339623,0.1509433962264151,10.172413793103448,0.27586206896551724,4.615384615384615,0.23076923076923078,0,0,"2015-01-02T23:59:00.000+0000","2015-01-02T23:00:00.000+0000",5,6,4,4,1,10,8,1.25,16,14,1.1428571428571428,20,19,1.0526315789473684,23,23,1,28,28,1,31,31,1,35,35,1,37,40,0.925,46,48,0.9583333333333334,51,51,1,51,51,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-02T23:00:00.000+0000","IND",1,1,2,5,"2015-01-02","MQ",20398,"N665MQ",12339,"IN",13930,"ORD","IL",1830,1857,27,27,1,1,"1800-1859",1850,1856,6,6,0,0,"1800-1859",0,0,177,1,0,0,0,0,0,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",42949975439,"2015-01-02T23:30:00.000+0000","2015010221","2015-01-02T21:30:00.000+0000","2015010220","2015010219","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-02T15:54:00","FM-15","7","0.0",null,"2015-01-02T20:54:00.000+0000","2015010220",22,37,32,29.39,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-02T14:51:00","FM-15","7","0.0",null,"2015-01-02T20:51:00.000+0000",16,33,27,29.51,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T00:50:00.000+0000","0.0","2015-01-02T20:30:00.000+0000","0.0","2015-01-02T23:03:00.000+0000",27,0,6.226415094339623,0.1509433962264151,10.172413793103448,0.27586206896551724,4.615384615384615,0.23076923076923078,0,0,"2015-01-02T23:57:00.000+0000","2015-01-02T23:00:00.000+0000",5,6,4,4,1,10,8,1.25,16,14,1.1428571428571428,20,19,1.0526315789473684,23,23,1,28,28,1,31,31,1,35,35,1,37,40,0.925,46,48,0.9583333333333334,51,51,1,51,51,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-02T23:00:00.000+0000","IND",1,1,2,5,"2015-01-02","WN",19393,"N494WN",12339,"IN",11278,"DCA","VA",1830,1852,22,22,1,1,"1800-1859",2000,2007,7,7,0,0,"2000-2059",0,0,500,3,0,0,0,0,0,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",51540267112,"2015-01-02T23:30:00.000+0000","2015010221","2015-01-02T21:30:00.000+0000","2015010220","2015010219","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-02T15:54:00","FM-15","7","0.0",null,"2015-01-02T20:54:00.000+0000","2015010220",22,37,32,29.39,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-02T15:52:00","FM-15","7","0.0",null,"2015-01-02T20:52:00.000+0000",22,48,38,30.26,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T01:00:00.000+0000","32.0","2015-01-02T20:40:00.000+0000","0.0","2015-01-02T22:55:00.000+0000",35,1,6.226415094339623,0.1509433962264151,10.172413793103448,0.27586206896551724,4.615384615384615,0.23076923076923078,0,0,"2015-01-02T23:52:00.000+0000","2015-01-02T23:00:00.000+0000",5,6,4,4,1,10,8,1.25,16,14,1.1428571428571428,20,19,1.0526315789473684,23,23,1,28,28,1,31,31,1,35,35,1,37,40,0.925,46,48,0.9583333333333334,51,51,1,51,51,1,959,1004,1969,2921,3879,4837,5806,6716,7616,8381,8937,9159,9189],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N520SW",11259,"TX",12191,"HOU","TX",2000,2035,35,35,1,2,"2000-2059",2100,2141,41,41,1,2,"2100-2159",0,0,239,1,33,0,6,0,2,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",163209451716,"2015-01-03T02:00:00.000+0000","2015010300","2015-01-03T00:00:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T17:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-02T23:55:00.000+0000","2015010223",39,41,40,29.51,10,6,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-02T17:53:00","FM-15","7","0.01","-RA:02 BR:1 |RA |","2015-01-02T23:53:00.000+0000",55,55,55,29.9,50,7,1,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:00:00.000+0000","5.0","2015-01-02T21:25:00.000+0000","10.0","2015-01-02T22:15:00.000+0000",225,0,14.946564885496183,0.35877862595419846,24.936507936507937,0.6031746031746031,31.942857142857143,0.6571428571428571,39.666666666666664,0.8888888888888888,"2015-01-03T02:35:00.000+0000","2015-01-03T02:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N470WN",11259,"TX",13198,"MCI","MO",2010,2026,16,16,1,1,"2000-2059",2135,2148,13,13,0,0,"2100-2159",0,0,460,2,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",206158520493,"2015-01-03T02:10:00.000+0000","2015010300","2015-01-03T00:10:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T17:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-02T23:55:00.000+0000","2015010223",39,41,40,29.51,10,6,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-02T17:53:00","FM-15","7","0.0",null,"2015-01-02T23:53:00.000+0000",28,34,32,29.01,200,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:35:00.000+0000","12.0","2015-01-02T22:05:00.000+0000","0.0","2015-01-03T01:35:00.000+0000",35,0,15.390625,0.375,25.81967213114754,0.6229508196721312,32.5,0.6764705882352942,37.588235294117645,0.8823529411764706,"2015-01-03T02:26:00.000+0000","2015-01-03T02:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N224WN",11259,"TX",12992,"LIT","AR",2010,2024,14,14,0,0,"2000-2059",2110,2132,22,22,1,1,"2100-2159",0,0,296,2,14,0,8,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",85899521019,"2015-01-03T02:10:00.000+0000","2015010300","2015-01-03T00:10:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T17:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-02T23:55:00.000+0000","2015010223",39,41,40,29.51,10,6,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-02T17:53:00","FM-15","7","0.0",null,"2015-01-02T23:53:00.000+0000",39,42,41,29.85,60,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:10:00.000+0000","9.0","2015-01-02T22:25:00.000+0000","0.0","2015-01-03T01:35:00.000+0000",35,0,15.390625,0.375,25.81967213114754,0.6229508196721312,32.5,0.6764705882352942,37.588235294117645,0.8823529411764706,"2015-01-03T02:24:00.000+0000","2015-01-03T02:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N387SW",11259,"TX",10423,"AUS","TX",2010,2036,26,26,1,1,"2000-2059",2100,2137,37,37,1,2,"2100-2159",0,0,189,1,8,0,11,0,18,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",180389221694,"2015-01-03T02:10:00.000+0000","2015010300","2015-01-03T00:10:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T17:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-02T23:55:00.000+0000","2015010223",39,41,40,29.51,10,6,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-02T17:53:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-02T23:53:00.000+0000",41,41,41,29.49,340,9,1.5,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:00:00.000+0000","48.0","2015-01-02T23:30:00.000+0000","0.0","2015-01-03T00:25:00.000+0000",105,1,15.390625,0.375,25.81967213114754,0.6229508196721312,32.5,0.6764705882352942,37.588235294117645,0.8823529411764706,"2015-01-03T02:36:00.000+0000","2015-01-03T02:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N367SW",11259,"TX",13232,"MDW","IL",2010,2011,1,1,0,0,"2000-2059",2220,2205,-15,0,0,-1,"2200-2259",0,0,793,4,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",858448,"2015-01-03T02:10:00.000+0000","2015010300","2015-01-03T00:10:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T17:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-02T23:55:00.000+0000","2015010223",39,41,40,29.51,10,6,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-02T17:53:00","FM-15","7","0.0",null,"2015-01-02T23:53:00.000+0000",21,32,28,29.6,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T04:20:00.000+0000","0.0","2015-01-03T00:30:00.000+0000","0.0","2015-01-03T01:30:00.000+0000",40,0,15.390625,0.375,25.81967213114754,0.6229508196721312,32.5,0.6764705882352942,37.588235294117645,0.8823529411764706,"2015-01-03T02:11:00.000+0000","2015-01-03T02:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N620SW",11259,"TX",15016,"STL","MO",2025,2113,48,48,1,3,"2000-2059",2200,2235,35,35,1,2,"2200-2259",0,0,546,3,4,0,0,0,31,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",188979157019,"2015-01-03T02:25:00.000+0000","2015010300","2015-01-03T00:25:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T17:55:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-02T23:55:00.000+0000","2015010223",39,41,40,29.51,10,6,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-02T17:51:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-02T23:51:00.000+0000",33,39,37,29.44,130,9,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T04:00:00.000+0000","0.0","2015-01-03T00:55:00.000+0000","0.0","2015-01-03T01:55:00.000+0000",30,0,16.0859375,0.390625,26.516129032258064,0.6290322580645161,33.74285714285714,0.7142857142857143,26.5,0.8333333333333334,"2015-01-03T03:13:00.000+0000","2015-01-03T03:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N527SW",11259,"TX",11540,"ELP","TX",2035,2101,26,26,1,1,"2000-2059",2120,2142,22,22,1,1,"2100-2159",0,0,562,3,7,0,0,0,15,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",257699053667,"2015-01-03T02:35:00.000+0000","2015010300","2015-01-03T00:35:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T18:34:00","FM-16","7","0.01","-RA:02 BR:1 |RA |","2015-01-03T00:34:00.000+0000","2015010300",39,41,40,29.51,360,5,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1194.2","31.81111","-106.37583","2015-01-02T16:51:00","FM-15","7","0.0",null,"2015-01-02T23:51:00.000+0000",31,38,35,25.87,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T04:20:00.000+0000","0.0","2015-01-03T01:00:00.000+0000","0.0","2015-01-03T02:00:00.000+0000",35,0,16.57936507936508,0.40476190476190477,25.857142857142858,0.6190476190476191,33.57575757575758,0.7272727272727273,23.916666666666668,0.75,"2015-01-03T03:01:00.000+0000","2015-01-03T03:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N652SW",11259,"TX",10397,"ATL","GA",2040,2135,55,55,1,3,"2000-2059",2345,34,49,49,1,3,"2300-2359",0,0,721,3,15,0,0,0,34,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",206159449224,"2015-01-03T02:40:00.000+0000","2015010300","2015-01-03T00:40:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T18:34:00","FM-16","7","0.01","-RA:02 BR:1 |RA |","2015-01-03T00:34:00.000+0000","2015010300",39,41,40,29.51,360,5,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T18:52:00","FM-15","7","0.02","-RA:02 |RA |","2015-01-02T23:52:00.000+0000",46,48,47,29.18,0,0,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T04:45:00.000+0000","37.0","2015-01-02T18:50:00.000+0000","38.0","2015-01-02T20:20:00.000+0000",380,1,16.57936507936508,0.40476190476190477,26.065573770491802,0.6229508196721312,35.45161290322581,0.7741935483870968,25.363636363636363,0.8181818181818182,"2015-01-03T03:35:00.000+0000","2015-01-03T03:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N8653A",11259,"TX",14683,"SAT","TX",2045,2106,21,21,1,1,"2000-2059",2145,2209,24,24,1,1,"2100-2159",0,0,248,1,18,0,3,0,3,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",103079811918,"2015-01-03T02:45:00.000+0000","2015010300","2015-01-03T00:45:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T18:34:00","FM-16","7","0.01","-RA:02 BR:1 |RA |","2015-01-03T00:34:00.000+0000","2015010300",39,41,40,29.51,360,5,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-02T18:26:00","FM-16","7","0.0",null,"2015-01-03T00:26:00.000+0000",40,42,41,29.11,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:45:00.000+0000","0.0","2015-01-02T23:35:00.000+0000","0.0","2015-01-03T02:00:00.000+0000",45,0,17.07936507936508,0.4126984126984127,27.16393442622951,0.639344262295082,36.71875,0.78125,29.583333333333332,0.8333333333333334,"2015-01-03T03:06:00.000+0000","2015-01-03T03:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N521SW",11259,"TX",10279,"AMA","TX",2050,2224,94,94,1,6,"2000-2059",2200,2337,97,97,1,6,"2200-2259",0,0,323,2,85,0,3,0,9,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",163208762872,"2015-01-03T02:50:00.000+0000","2015010300","2015-01-03T00:50:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T18:34:00","FM-16","7","0.01","-RA:02 BR:1 |RA |","2015-01-03T00:34:00.000+0000","2015010300",39,41,40,29.51,360,5,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAMA","AMA","Rick Husband Amarillo International Airport","Amarillo","Texas","US",3607,35.2193984985,-101.7060012817,"America/Chicago","72363023047","AMARILLO AIRPORT, TX US","1098.5","35.2295","-101.7042","2015-01-02T17:53:00","FM-15","7","0.0",null,"2015-01-02T23:53:00.000+0000",20,32,28,26.28,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T04:00:00.000+0000","0.0","2015-01-03T01:25:00.000+0000","0.0","2015-01-03T02:20:00.000+0000",30,0,17.298387096774192,0.41935483870967744,27.316666666666666,0.6333333333333333,37.903225806451616,0.8064516129032258,29.818181818181817,0.8181818181818182,"2015-01-03T04:24:00.000+0000","2015-01-03T04:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T02:00:00.000+0000","DAL",1,1,2,5,"2015-01-02","WN",19393,"N740SW",11259,"TX",12896,"LBB","TX",2050,2205,75,75,1,5,"2000-2059",2155,2319,84,84,1,5,"2100-2159",0,0,293,2,34,0,9,0,41,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",51540184731,"2015-01-03T02:50:00.000+0000","2015010300","2015-01-03T00:50:00.000+0000","2015010223","2015010222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-02T18:34:00","FM-16","7","0.01","-RA:02 BR:1 |RA |","2015-01-03T00:34:00.000+0000","2015010300",39,41,40,29.51,360,5,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLBB","LBB","Lubbock Preston Smith International Airport","Lubbock","Texas","US",3282,33.6636009216,-101.8229980469,"America/Chicago","72267023042","LUBBOCK INTERNATIONAL AIRPORT, TX US","991.8","33.6656","-101.8231","2015-01-02T18:01:00","FM-16","7","0.0",null,"2015-01-03T00:01:00.000+0000",29,31,30,26.63,340,5,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:55:00.000+0000","0.0","2015-01-03T01:30:00.000+0000","0.0","2015-01-03T02:20:00.000+0000",30,0,17.298387096774192,0.41935483870967744,27.316666666666666,0.6333333333333333,37.903225806451616,0.8064516129032258,29.818181818181817,0.8181818181818182,"2015-01-03T04:05:00.000+0000","2015-01-03T04:00:00.000+0000",11,11,10,14,0.7142857142857143,16,21,0.7619047619047619,25,31,0.8064516129032258,34,41,0.8292682926829268,46,50,0.92,51,59,0.864406779661017,61,65,0.9384615384615385,71,77,0.922077922077922,78,84,0.9285714285714286,89,97,0.9175257731958762,104,114,0.9122807017543859,118,127,0.9291338582677166,670,959,1989,2982,3986,4951,5903,6861,7819,8788,9698,10598,11363],["2015-01-03T03:00:00.000+0000","RHI",1,1,2,5,"2015-01-02","OO",20304,"N779CA",14520,"WI",12335,"IMT","MI",2106,2033,-33,0,0,-2,"2100-2159",2151,2108,-43,0,0,-2,"2100-2159",0,0,67,1,0,0,0,0,0,2015,"KRHI","RHI","Rhinelander Oneida County Airport","Rhinelander","Wisconsin","US",1624,45.6311988831,-89.4674987793,"America/Chicago",146029529760,"2015-01-03T03:06:00.000+0000","2015010301","2015-01-03T01:06:00.000+0000","2015010300","2015010223","72741504803","RHINELANDER ONEIDA CO AIRPORT, WI US","495.0","45.6314","-89.4823","2015-01-02T18:53:00","FM-15","7","0.0",null,"2015-01-03T00:53:00.000+0000","2015010300",4,15,12,28.38,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIMT","IMT","Ford Airport","Iron Mountain Kingsford","Michigan","US",1182,45.8184013367,-88.1145019531,"America/Chicago","72743794893","IRON MOUNTAIN FORD AIRPORT, MI US","350.2","45.81833","-88.11444","2015-01-02T18:54:00","FM-15","7","0.0",null,"2015-01-03T00:54:00.000+0000",4,17,14,28.9,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T03:51:00.000+0000","0.0","2015-01-03T01:30:00.000+0000","0.0","2015-01-03T02:41:00.000+0000",25,0,0,0,0,0,0,0,0,0,"2015-01-03T02:33:00.000+0000","2015-01-03T02:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,626,972,1931,2961,3954,4958,5923,6875,7833,8791,9760,10670,11570],["2015-01-03T06:00:00.000+0000","SJC",1,1,2,5,"2015-01-02","WN",19393,"N735SA",14831,"CA",14679,"SAN","CA",2210,2205,-5,0,0,-1,"2200-2259",2330,2318,-12,0,0,-1,"2300-2359",0,0,417,2,0,0,0,0,0,2015,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",128849873357,"2015-01-03T06:10:00.000+0000","2015010304","2015-01-03T04:10:00.000+0000","2015010303","2015010302","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-01-02T19:53:00","FM-15","7","0.0",null,"2015-01-03T03:53:00.000+0000","2015010303",32,41,37,30.11,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-02T19:51:00","FM-15","7","0.0",null,"2015-01-03T03:51:00.000+0000",43,53,48,30.12,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T07:30:00.000+0000","17.0","2015-01-03T03:50:00.000+0000","0.0","2015-01-03T05:35:00.000+0000",35,1,19.417721518987342,0.3924050632911392,22.676470588235293,0.4117647058823529,28.263157894736842,0.42105263157894735,7.142857142857143,0.2857142857142857,"2015-01-03T06:05:00.000+0000","2015-01-03T06:00:00.000+0000",6,3,8,7,1.1428571428571428,11,12,0.9166666666666666,16,19,0.8421052631578947,21,23,0.9130434782608695,27,28,0.9642857142857143,34,36,0.9444444444444444,41,42,0.9761904761904762,52,52,1,53,55,0.9636363636363636,62,62,1,72,74,0.972972972972973,78,80,0.975,159,626,1296,2179,3151,4110,5140,6133,7137,8102,9054,10012,10970],["2015-01-03T06:00:00.000+0000","SJC",1,1,2,5,"2015-01-02","WN",19393,"N416WN",14831,"CA",12892,"LAX","CA",2215,2217,2,2,0,0,"2200-2259",2325,2322,-3,0,0,-1,"2300-2359",0,0,308,2,0,0,0,0,0,2015,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",25769978642,"2015-01-03T06:15:00.000+0000","2015010304","2015-01-03T04:15:00.000+0000","2015010303","2015010302","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-01-02T19:53:00","FM-15","7","0.0",null,"2015-01-03T03:53:00.000+0000","2015010303",32,41,37,30.11,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-02T19:53:00","FM-15","7","0.0",null,"2015-01-03T03:53:00.000+0000",42,52,47,29.78,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T07:25:00.000+0000","0.0","2015-01-03T04:40:00.000+0000","0.0","2015-01-03T05:45:00.000+0000",30,0,19.90909090909091,0.4025974025974026,23.129032258064516,0.3870967741935484,28.263157894736842,0.42105263157894735,7,0.2,"2015-01-03T06:17:00.000+0000","2015-01-03T06:00:00.000+0000",6,3,8,7,1.1428571428571428,11,12,0.9166666666666666,16,19,0.8421052631578947,21,23,0.9130434782608695,27,28,0.9642857142857143,34,36,0.9444444444444444,41,42,0.9761904761904762,52,52,1,53,55,0.9636363636363636,62,62,1,72,74,0.972972972972973,78,80,0.975,159,626,1296,2179,3151,4110,5140,6133,7137,8102,9054,10012,10970],["2015-01-03T06:00:00.000+0000","SJC",1,1,2,5,"2015-01-02","DL",19790,"N826DN",14831,"CA",10397,"ATL","GA",2255,2255,0,0,0,0,"2200-2259",619,644,25,25,1,1,"0600-0659",0,0,2116,9,0,0,25,0,0,2015,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",8591219226,"2015-01-03T06:55:00.000+0000","2015010304","2015-01-03T04:55:00.000+0000","2015010303","2015010302","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-01-02T20:53:00","FM-15","7","0.0",null,"2015-01-03T04:53:00.000+0000","2015010304",32,41,37,30.12,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-02T23:52:00","FM-15","7","0.0",null,"2015-01-03T04:52:00.000+0000",45,48,47,29.16,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T11:19:00.000+0000","17.0","2015-01-03T00:35:00.000+0000","0.0","2015-01-03T05:57:00.000+0000",58,1,21.65,0.4,27,0.38235294117647056,35,0.47368421052631576,50.6,0.6,"2015-01-03T06:55:00.000+0000","2015-01-03T06:00:00.000+0000",6,3,8,7,1.1428571428571428,11,12,0.9166666666666666,16,19,0.8421052631578947,21,23,0.9130434782608695,27,28,0.9642857142857143,34,36,0.9444444444444444,41,42,0.9761904761904762,52,52,1,53,55,0.9636363636363636,62,62,1,72,74,0.972972972972973,78,80,0.975,159,626,1296,2179,3151,4110,5140,6133,7137,8102,9054,10012,10970],["2015-01-03T10:00:00.000+0000","IND",1,1,3,6,"2015-01-03","WN",19393,"N241WN",12339,"IN",10821,"BWI","MD",545,542,-3,0,0,-1,"0001-0559",730,718,-12,0,0,-1,"0700-0759",0,0,516,3,0,0,0,0,0,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",163208969851,"2015-01-03T10:45:00.000+0000","2015010308","2015-01-03T08:45:00.000+0000","2015010307","2015010306","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-03T02:54:00","FM-15","7","0.02","-RA:02 BR:1 |RA |","2015-01-03T07:54:00.000+0000","2015010307",33,34,34,29.24,130,11,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-03T02:54:00","FM-15","7","0.0",null,"2015-01-03T07:54:00.000+0000",22,27,25,30.31,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T12:30:00.000+0000","28.0","2015-01-03T01:30:00.000+0000","27.0","2015-01-03T03:20:00.000+0000",445,1,8.92,0.32,0,0,0,0,0,0,"2015-01-03T10:42:00.000+0000","2015-01-03T10:00:00.000+0000",4,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,5,5,1,12,11,1.0909090909090908,17,17,1,19,18,1.0555555555555556,24,24,1,28,28,1,177,130,289,549,884,1510,2180,3063,4035,4994,6024,7017,8021],["2015-01-03T10:00:00.000+0000","IND",1,1,3,6,"2015-01-03","EV",20366,"N13989",12339,"IN",12264,"IAD","VA",550,544,-6,0,0,-1,"0001-0559",727,724,-3,0,0,-1,"0700-0759",0,0,476,2,0,0,0,0,0,2015,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",163209093498,"2015-01-03T10:50:00.000+0000","2015010308","2015-01-03T08:50:00.000+0000","2015010307","2015010306","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-01-03T02:54:00","FM-15","7","0.02","-RA:02 BR:1 |RA |","2015-01-03T07:54:00.000+0000","2015010307",33,34,34,29.24,130,11,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-03T02:52:00","FM-15","7","0.0",null,"2015-01-03T07:52:00.000+0000",26,30,29,30.11,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T12:27:00.000+0000","0.0","2015-01-03T02:58:00.000+0000","0.0","2015-01-03T04:45:00.000+0000",365,0,8.92,0.32,0,0,0,0,0,0,"2015-01-03T10:44:00.000+0000","2015-01-03T10:00:00.000+0000",4,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,5,5,1,12,11,1.0909090909090908,17,17,1,19,18,1.0555555555555556,24,24,1,28,28,1,177,130,289,549,884,1510,2180,3063,4035,4994,6024,7017,8021],["2015-01-03T10:00:00.000+0000","LAN",1,1,3,6,"2015-01-03","EV",20366,"N14960",12884,"MI",13930,"ORD","IL",555,558,3,3,0,0,"0001-0559",604,613,9,9,0,0,"0600-0659",0,0,179,1,0,0,0,0,0,2015,"KLAN","LAN","Capital City Airport","Lansing","Michigan","US",861,42.7787017822,-84.5874023438,"America/Detroit",206158637253,"2015-01-03T10:55:00.000+0000","2015010308","2015-01-03T08:55:00.000+0000","2015010307","2015010306","72539014836","LANSING CAPITAL CITY AIRPORT, MI US","261.8","42.7761","-84.5997","2015-01-03T03:53:00","FM-15","7","0.0",null,"2015-01-03T08:53:00.000+0000","2015010308",21,28,26,29.25,130,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-03T02:51:00","FM-15","7","0.02","-SN:03 BR:1 |SN |","2015-01-03T08:51:00.000+0000",26,30,29,29.38,130,7,1.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-03T12:04:00.000+0000","10.0","2015-01-03T03:10:00.000+0000","4.0","2015-01-03T04:06:00.000+0000",409,0,0,0,0,0,0,0,0,0,"2015-01-03T10:58:00.000+0000","2015-01-03T10:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,177,130,289,549,884,1510,2180,3063,4035,4994,6024,7017,8021],["2015-01-03T11:00:00.000+0000","ABI",1,1,3,6,"2015-01-03","MQ",20398,"N615MQ",10136,"TX",11298,"DFW","TX",550,602,12,12,0,0,"0001-0559",645,650,5,5,0,0,"0600-0659",0,0,158,1,0,0,0,0,0,2015,"KABI","ABI","Abilene Regional Airport","Abilene","Texas","US",1791,32.4113006592,-99.6819000244,"America/Chicago",68720728864,"2015-01-03T11:50:00.000+0000","2015010309","2015-01-03T09:50:00.000+0000","2015010308","2015010307","72266013962","ABILENE REGIONAL AIRPORT, TX US","545.6","32.4105","-99.6822","2015-01-03T03:43:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-03T09:43:00.000+0000","2015010309",32,33,33,28.03,280,3,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-03T03:17:00","FM-16","7","0.0",null,"2015-01-03T09:17:00.000+0000",39,40,40,29.21,70,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T12:45:00.000+0000","22.0","2015-01-02T22:40:00.000+0000","30.0","2015-01-02T23:23:00.000+0000",747,1,43,1,0,0,0,0,0,0,"2015-01-03T12:02:00.000+0000","2015-01-03T12:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,2,1,2,516,79,209,368,628,963,1589,2259,3142,4114,5073,6103,7096],["2015-01-03T12:00:00.000+0000","BMI",1,1,3,6,"2015-01-03","EV",20366,"N606LR",10685,"IL",10397,"ATL","GA",600,556,-4,0,0,-1,"0600-0659",836,831,-5,0,0,-1,"0800-0859",0,0,533,3,0,0,0,0,0,2015,"KBMI","BMI","Central Illinois Regional Airport at Bloomington-Normal","Bloomington-Normal","Illinois","US",871,40.47710037,-88.91590118,"America/Chicago",77309442549,"2015-01-03T12:00:00.000+0000","2015010310","2015-01-03T10:00:00.000+0000","2015010309","2015010308","72439754831","BLOOMINGTON NORMAL AIRPORT, IL US","263.7","40.48333","-88.95","2015-01-03T03:56:00","FM-15","7","0.03","UP:09 FG:2 |FG |","2015-01-03T09:56:00.000+0000","2015010309",33,33,33,29.09,80,5,0.5,"UP:09 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-03T04:52:00","FM-15","7","0.01","-DZ:01 BR:1 |s DZ s |","2015-01-03T09:52:00.000+0000",47,49,48,29.12,110,10,0.5,"-DZ:01 BR:1 ","s DZ s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T13:36:00.000+0000","0.0","2015-01-03T01:54:00.000+0000","0.0","2015-01-03T03:39:00.000+0000",501,0,6,0.3333333333333333,0,0,0,0,0,0,"2015-01-03T11:56:00.000+0000","2015-01-03T11:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,2,0.5,3,3,1,668,42,121,251,410,670,1005,1631,2301,3184,4156,5115,6145],["2015-01-03T13:00:00.000+0000","EYW",1,1,3,6,"2015-01-03","EV",20366,"N718EV",11624,"FL",10397,"ATL","GA",810,804,-6,0,0,-1,"0800-0859",1010,1020,10,10,0,0,"1000-1059",0,0,646,3,0,0,0,0,0,2015,"KEYW","EYW","Key West International Airport","Key West","Florida","US",3,24.5561008453,-81.7595977783,"America/New_York",180388635996,"2015-01-03T13:10:00.000+0000","2015010311","2015-01-03T11:10:00.000+0000","2015010310","2015010309","72201012836","KEY WEST INTERNATIONAL AIRPORT, FL US","0.3","24.5571","-81.7554","2015-01-03T05:53:00","FM-15","7","0.0",null,"2015-01-03T10:53:00.000+0000","2015010310",72,78,74,30.14,120,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-03T05:52:00","FM-15","7","0.0","-DZ:01 BR:1 |s DZ s |","2015-01-03T10:52:00.000+0000",47,49,48,29.13,100,9,0.5,"-DZ:01 BR:1 ","s DZ s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T15:10:00.000+0000","57.0","2015-01-03T00:10:00.000+0000","48.0","2015-01-03T02:00:00.000+0000",670,1,0,0,0,0,0,0,0,0,"2015-01-03T13:04:00.000+0000","2015-01-03T13:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,2,2,1,804,177,219,298,428,587,847,1182,1808,2478,3361,4333,5292],["2015-01-03T16:00:00.000+0000","DTW",1,1,3,6,"2015-01-03","EV",20366,"N17169",11433,"MI",11618,"EWR","NJ",1101,1112,11,11,0,0,"1100-1159",1251,1326,35,35,1,2,"1200-1259",0,0,488,2,11,0,24,0,0,2015,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",60130270177,"2015-01-03T16:01:00.000+0000","2015010314","2015-01-03T14:01:00.000+0000","2015010313","2015010312","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-03T08:53:00","FM-15","7","0.0","-FZ:8 RA:02 BR:1 |FZRA |","2015-01-03T13:53:00.000+0000","2015010313",29,32,31,29.41,70,7,2.5,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-03T08:51:00","FM-15","7","0.0",null,"2015-01-03T13:51:00.000+0000",23,35,31,30.55,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T17:51:00.000+0000","0.0","2015-01-03T13:31:00.000+0000","0.0","2015-01-03T15:31:00.000+0000",30,0,16.225,0.1,18.417910447761194,0.1044776119402985,19.428571428571427,0.1111111111111111,18.484848484848484,0.15151515151515152,"2015-01-03T16:12:00.000+0000","2015-01-03T16:00:00.000+0000",9,3,29,35,0.8285714285714286,48,53,0.9056603773584906,58,65,0.8923076923076924,61,67,0.9104477611940298,61,67,0.9104477611940298,61,67,0.9104477611940298,61,67,0.9104477611940298,62,67,0.9253731343283582,62,67,0.9253731343283582,62,67,0.9253731343283582,64,69,0.927536231884058,79,80,0.9875,841,804,1472,1988,2165,2207,2286,2416,2575,2835,3170,3796,4466],["2015-01-03T16:00:00.000+0000","DTW",1,1,3,6,"2015-01-03","AA",19805,"N3DGAA",11433,"MI",14107,"PHX","AZ",1105,1101,-4,0,0,-1,"1100-1159",1335,1347,12,12,0,0,"1300-1359",0,0,1671,7,0,0,0,0,0,2015,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",197568921771,"2015-01-03T16:05:00.000+0000","2015010314","2015-01-03T14:05:00.000+0000","2015010313","2015010312","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-03T08:53:00","FM-15","7","0.0","-FZ:8 RA:02 BR:1 |FZRA |","2015-01-03T13:53:00.000+0000","2015010313",29,32,31,29.41,70,7,2.5,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-03T06:51:00","FM-15","7","0.0",null,"2015-01-03T13:51:00.000+0000",28,34,32,28.98,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T20:35:00.000+0000","44.0","2015-01-03T02:50:00.000+0000","42.0","2015-01-03T05:15:00.000+0000",650,1,16.225,0.1,18.417910447761194,0.1044776119402985,19.428571428571427,0.1111111111111111,18.484848484848484,0.15151515151515152,"2015-01-03T16:01:00.000+0000","2015-01-03T16:00:00.000+0000",9,3,29,35,0.8285714285714286,48,53,0.9056603773584906,58,65,0.8923076923076924,61,67,0.9104477611940298,61,67,0.9104477611940298,61,67,0.9104477611940298,61,67,0.9104477611940298,62,67,0.9253731343283582,62,67,0.9253731343283582,62,67,0.9253731343283582,64,69,0.927536231884058,79,80,0.9875,841,804,1472,1988,2165,2207,2286,2416,2575,2835,3170,3796,4466],["2015-01-03T16:00:00.000+0000","DTW",1,1,3,6,"2015-01-03","NK",20416,"N533NK",11433,"MI",12889,"LAS","NV",1117,1122,5,5,0,0,"1100-1159",1246,1305,19,19,1,1,"1200-1259",0,0,1749,7,0,0,19,0,0,2015,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",223338725005,"2015-01-03T16:17:00.000+0000","2015010314","2015-01-03T14:17:00.000+0000","2015010313","2015010312","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-03T09:16:00","FM-16","7","0.0","-FZ:8 RA:02 BR:1 |FZRA |","2015-01-03T14:16:00.000+0000","2015010314",30,32,31,29.4,60,9,1.5,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-03T05:56:00","FM-15","7","0.0",null,"2015-01-03T13:56:00.000+0000",13,32,26,27.81,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T20:46:00.000+0000","27.0","2015-01-03T12:30:00.000+0000","0.0","2015-01-03T15:28:00.000+0000",49,1,16.225,0.1,18.417910447761194,0.1044776119402985,20.4,0.11666666666666667,19.64516129032258,0.16129032258064516,"2015-01-03T16:22:00.000+0000","2015-01-03T16:00:00.000+0000",9,3,29,35,0.8285714285714286,48,53,0.9056603773584906,58,65,0.8923076923076924,61,67,0.9104477611940298,61,67,0.9104477611940298,61,67,0.9104477611940298,61,67,0.9104477611940298,62,67,0.9253731343283582,62,67,0.9253731343283582,62,67,0.9253731343283582,64,69,0.927536231884058,79,80,0.9875,841,804,1472,1988,2165,2207,2286,2416,2575,2835,3170,3796,4466],["2015-01-03T17:00:00.000+0000","BTV",1,1,3,6,"2015-01-03","EV",20366,"N608QX",10785,"VT",12953,"LGA","NY",1257,1248,-9,0,0,-1,"1200-1259",1423,1358,-25,0,0,-2,"1400-1459",0,0,258,2,0,0,0,0,0,2015,"KBTV","BTV","Burlington International Airport","Burlington","Vermont","US",335,44.4719009399,-73.1532974243,"America/New_York",120260065666,"2015-01-03T17:57:00.000+0000","2015010315","2015-01-03T15:57:00.000+0000","2015010314","2015010313","72617014742","BURLINGTON INTERNATIONAL AIRPORT, VT US","100.6","44.4683","-73.1499","2015-01-03T10:54:00","FM-15","7","0.0",null,"2015-01-03T15:54:00.000+0000","2015010315",2,18,14,30.23,160,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-03T10:51:00","FM-15","7","0.0",null,"2015-01-03T15:51:00.000+0000",21,37,31,30.53,90,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T19:23:00.000+0000","0.0","2015-01-03T16:00:00.000+0000","0.0","2015-01-03T17:20:00.000+0000",37,0,0.6666666666666666,0,0.6666666666666666,0,0,0,0,0,"2015-01-03T17:48:00.000+0000","2015-01-03T17:00:00.000+0000",2,1,0,0,null,0,0,null,1,1,1,1,2,0.5,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,852,809,1613,2281,2797,2974,3016,3095,3225,3384,3644,3979,4605],["2015-01-03T18:00:00.000+0000","SRQ",1,1,3,6,"2015-01-03","UA",19977,"N493UA",14986,"FL",13930,"ORD","IL",1316,1335,19,19,1,1,"1300-1359",1512,1517,5,5,0,0,"1500-1559",0,0,1050,5,0,0,0,0,0,2015,"KSRQ","SRQ","Sarasota Bradenton International Airport","Sarasota/Bradenton","Florida","US",30,27.3953990936,-82.554397583,"America/New_York",231928787721,"2015-01-03T18:16:00.000+0000","2015010316","2015-01-03T16:16:00.000+0000","2015010315","2015010314","72211512871","SARASOTA BRADENTON AIRPORT, FL US","8.5","27.40139","-82.55861","2015-01-03T10:53:00","FM-15","7","0.0",null,"2015-01-03T15:53:00.000+0000","2015010315",70,79,73,30.17,160,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-03T09:51:00","FM-15","7","0.08","-RA:02 BR:1 |RA |","2015-01-03T15:51:00.000+0000",32,33,33,29.21,160,5,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T21:12:00.000+0000","8.0","2015-01-03T14:45:00.000+0000","0.0","2015-01-03T17:31:00.000+0000",45,0,0,0,0,0,0,0,0,0,"2015-01-03T18:35:00.000+0000","2015-01-03T18:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,1,1,1,1,2,0.5,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,885,876,1685,2489,3157,3673,3850,3892,3971,4101,4260,4520,4855],["2015-01-03T19:00:00.000+0000","ALB",1,1,3,6,"2015-01-03","WN",19393,"N604SW",10257,"NY",10821,"BWI","MD",1425,1434,9,9,0,0,"1400-1459",1550,1611,21,21,1,1,"1500-1559",0,0,289,2,9,0,12,0,0,2015,"KALB","ALB","Albany International Airport","Albany","New York","US",285,42.748298645,-73.8016967773,"America/New_York",68720585211,"2015-01-03T19:25:00.000+0000","2015010317","2015-01-03T17:25:00.000+0000","2015010316","2015010315","72518014735","ALBANY INTERNATIONAL AIRPORT, NY US","85.3","42.74722","-73.79912","2015-01-03T11:51:00","FM-15","7","0.0",null,"2015-01-03T16:51:00.000+0000","2015010316",13,26,22,30.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-03T12:02:00","FM-16","7","0.02","RA:02 BR:1 |RA |","2015-01-03T17:02:00.000+0000",32,36,34,30.26,80,8,2.5,"RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T20:50:00.000+0000","2.0","2015-01-03T15:55:00.000+0000","0.0","2015-01-03T19:00:00.000+0000",25,0,8,0.2727272727272727,8.714285714285714,0.2857142857142857,18,0.5,13,0,"2015-01-03T19:34:00.000+0000","2015-01-03T19:00:00.000+0000",2,2,1,2,0.5,1,2,0.5,2,3,0.6666666666666666,3,4,0.75,5,6,0.8333333333333334,8,10,0.8,10,11,0.9090909090909091,10,11,0.9090909090909091,10,11,0.9090909090909091,10,11,0.9090909090909091,10,11,0.9090909090909091,11,11,1,859,841,1717,2526,3330,3998,4514,4691,4733,4812,4942,5101,5361],["2015-01-03T19:00:00.000+0000","ALB",1,1,3,6,"2015-01-03","US",20355,"N813AW",10257,"NY",11057,"CLT","NC",1440,1434,-6,0,0,-1,"1400-1459",1654,1714,20,20,1,1,"1600-1659",0,0,646,3,0,0,20,0,0,2015,"KALB","ALB","Albany International Airport","Albany","New York","US",285,42.748298645,-73.8016967773,"America/New_York",120259659382,"2015-01-03T19:40:00.000+0000","2015010317","2015-01-03T17:40:00.000+0000","2015010316","2015010315","72518014735","ALBANY INTERNATIONAL AIRPORT, NY US","85.3","42.74722","-73.79912","2015-01-03T11:51:00","FM-15","7","0.0",null,"2015-01-03T16:51:00.000+0000","2015010316",13,26,22,30.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-03T11:52:00","FM-15","7","0.0",null,"2015-01-03T16:52:00.000+0000",46,50,48,29.48,null,5,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-03T21:54:00.000+0000","0.0","2015-01-03T16:50:00.000+0000","0.0","2015-01-03T18:53:00.000+0000",47,0,8,0.2727272727272727,8.714285714285714,0.2857142857142857,18,0.5,13,0,"2015-01-03T19:34:00.000+0000","2015-01-03T19:00:00.000+0000",2,2,1,2,0.5,1,2,0.5,2,3,0.6666666666666666,3,4,0.75,5,6,0.8333333333333334,8,10,0.8,10,11,0.9090909090909091,10,11,0.9090909090909091,10,11,0.9090909090909091,10,11,0.9090909090909091,10,11,0.9090909090909091,11,11,1,859,841,1717,2526,3330,3998,4514,4691,4733,4812,4942,5101,5361],["2015-01-03T21:00:00.000+0000","LAR",1,1,3,6,"2015-01-03","OO",20304,"N564SW",12888,"WY",11292,"DEN","CO",1430,1732,182,182,1,12,"1400-1459",1523,1843,200,200,1,12,"1500-1559",0,0,113,1,0,0,18,0,182,2015,"KLAR","LAR","Laramie Regional Airport","Laramie","Wyoming","US",7284,41.3120994568,-105.6750030518,"America/Denver",231929002059,"2015-01-03T21:30:00.000+0000","2015010319","2015-01-03T19:30:00.000+0000","2015010318","2015010317","72564524022","LARAMIE AIRPORT, WY US","2214.7","41.3167","-105.6833","2015-01-03T12:28:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-03T19:28:00.000+0000","2015010319",12,16,15,22.78,350,16,0.75,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-03T12:29:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-03T19:29:00.000+0000",25,27,26,24.45,360,8,0.75,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-03T22:23:00.000+0000","0.0","2015-01-03T16:27:00.000+0000","9.0","2015-01-03T17:15:00.000+0000",255,0,0,0,0,0,0,0,0,0,"2015-01-04T00:32:00.000+0000","2015-01-04T00:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,884,885,1737,2578,3454,4263,5067,5735,6251,6428,6470,6549,6679],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","WN",19393,"N276WN",13487,"MN",10397,"ATL","GA",1710,1845,95,95,1,6,"1700-1759",2045,2258,133,133,1,8,"2000-2059",0,0,907,4,4,0,38,0,91,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",1087933,"2015-01-03T23:10:00.000+0000","2015010321","2015-01-03T21:10:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-03T15:52:00","FM-15","7","0.01","-DZ:01 BR:1 |s DZ s |","2015-01-03T20:52:00.000+0000",53,54,53,29.03,110,6,0.5,"-DZ:01 BR:1 ","s DZ s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:45:00.000+0000","57.0","2015-01-03T20:45:00.000+0000","0.0","2015-01-03T22:35:00.000+0000",35,1,13.262195121951219,0.1951219512195122,15.669724770642201,0.24770642201834864,11.612244897959183,0.24489795918367346,8.217391304347826,0.17391304347826086,"2015-01-04T00:45:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","EV",20366,"N14162",13487,"MN",12266,"IAH","TX",1710,1806,56,56,1,3,"1700-1759",2018,2154,96,96,1,6,"2000-2059",0,0,1034,5,40,2,40,0,14,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",137440295081,"2015-01-03T23:10:00.000+0000","2015010321","2015-01-03T21:10:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",46,51,49,29.84,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:18:00.000+0000","13.0","2015-01-03T20:35:00.000+0000","0.0","2015-01-03T22:39:00.000+0000",31,0,13.262195121951219,0.1951219512195122,15.669724770642201,0.24770642201834864,11.612244897959183,0.24489795918367346,8.217391304347826,0.17391304347826086,"2015-01-04T00:06:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","WN",19393,"N360SW",13487,"MN",14107,"PHX","AZ",1715,1736,21,21,1,1,"1700-1759",1950,2006,16,16,1,1,"1900-1959",0,0,1276,6,5,0,0,0,11,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",34360339848,"2015-01-03T23:15:00.000+0000","2015010321","2015-01-03T21:15:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-03T13:51:00","FM-15","7","0.0",null,"2015-01-03T20:51:00.000+0000",25,51,40,29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:50:00.000+0000","25.0","2015-01-03T19:40:00.000+0000","0.0","2015-01-03T22:45:00.000+0000",30,1,13.475903614457831,0.19879518072289157,14.355140186915888,0.2523364485981308,12.62,0.26,10.04,0.2,"2015-01-03T23:36:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N337NB",13487,"MN",10721,"BOS","MA",1715,1751,36,36,1,2,"1700-1759",2059,2148,49,49,1,3,"2000-2059",0,0,1124,5,2,0,13,0,34,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",60130452833,"2015-01-03T23:15:00.000+0000","2015010321","2015-01-03T21:15:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-03T15:54:00","FM-15","7","0.0",null,"2015-01-03T20:54:00.000+0000",17,30,26,30.6,100,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:59:00.000+0000","14.0","2015-01-03T20:30:00.000+0000","0.0","2015-01-03T22:25:00.000+0000",50,0,13.475903614457831,0.19879518072289157,14.355140186915888,0.2523364485981308,12.62,0.26,10.04,0.2,"2015-01-03T23:51:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","UA",19977,"N73278",13487,"MN",14771,"SFO","CA",1718,1920,122,122,1,8,"1700-1759",1937,2139,122,122,1,8,"1900-1959",0,0,1589,7,0,53,0,0,69,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",206158758586,"2015-01-03T23:18:00.000+0000","2015010321","2015-01-03T21:18:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-03T12:56:00","FM-15","7","0.0",null,"2015-01-03T20:56:00.000+0000",37,51,45,30.22,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:37:00.000+0000","89.0","2015-01-03T18:45:00.000+0000","0.0","2015-01-03T22:33:00.000+0000",45,1,13.475903614457831,0.19879518072289157,14.79611650485437,0.2621359223300971,11.571428571428571,0.24489795918367346,11.409090909090908,0.22727272727272727,"2015-01-04T01:20:00.000+0000","2015-01-04T01:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N360NB",13487,"MN",13198,"MCI","MO",1720,1751,31,31,1,2,"1700-1759",1850,1916,26,26,1,1,"1800-1859",0,0,393,2,26,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",240518657604,"2015-01-03T23:20:00.000+0000","2015010321","2015-01-03T21:20:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",28,42,36,28.7,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T00:50:00.000+0000","0.0","2015-01-03T11:00:00.000+0000","15.0","2015-01-03T12:16:00.000+0000",664,0,13.488095238095237,0.20238095238095238,14.790476190476191,0.26666666666666666,11.686274509803921,0.2549019607843137,11.666666666666666,0.25,"2015-01-03T23:51:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","OO",20304,"N432SW",13487,"MN",13433,"MOT","ND",1720,1837,77,77,1,5,"1700-1759",1859,2025,86,86,1,5,"1800-1859",0,0,449,2,0,0,9,0,77,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",60129969021,"2015-01-03T23:20:00.000+0000","2015010321","2015-01-03T21:20:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMOT","MOT","Minot International Airport","Minot","North Dakota","US",1716,48.2593994141,-101.2799987793,"America/Chicago","72767624013","MINOT INTERNATIONAL AIRPORT, ND US","507.5","48.2552","-101.2733","2015-01-03T14:54:00","FM-15","7","0.0",null,"2015-01-03T20:54:00.000+0000",-14,-3,-4,28.55,310,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T00:59:00.000+0000","312.0","2015-01-03T17:22:00.000+0000","308.0","2015-01-03T18:57:00.000+0000",263,1,13.488095238095237,0.20238095238095238,14.790476190476191,0.26666666666666666,11.686274509803921,0.2549019607843137,11.666666666666666,0.25,"2015-01-04T00:37:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","OO",20304,"N806SK",13487,"MN",10693,"BNA","TN",1720,1721,1,1,0,0,"1700-1759",1931,1946,15,15,1,1,"1900-1959",0,0,695,3,1,0,14,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",17181216098,"2015-01-03T23:20:00.000+0000","2015010321","2015-01-03T21:20:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-01-03T15:07:00","FM-16","7","0.05","-RA:02 BR:1 |RA |","2015-01-03T21:07:00.000+0000",59,61,60,29.29,170,16,5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:31:00.000+0000","0.0","2015-01-03T19:45:00.000+0000","0.0","2015-01-03T22:27:00.000+0000",53,0,13.488095238095237,0.20238095238095238,14.790476190476191,0.26666666666666666,11.686274509803921,0.2549019607843137,11.666666666666666,0.25,"2015-01-03T23:21:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","EV",20366,"N13969",13487,"MN",13930,"ORD","IL",1723,1725,2,2,0,0,"1700-1759",1858,1905,7,7,0,0,"1800-1859",0,0,334,2,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",390781,"2015-01-03T23:23:00.000+0000","2015010321","2015-01-03T21:23:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-03T14:51:00","FM-15","7","0.02","-RA:02 BR:1 |RA |","2015-01-03T20:51:00.000+0000",32,34,33,29.08,350,3,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T00:58:00.000+0000","4.0","2015-01-03T21:17:00.000+0000","0.0","2015-01-03T22:53:00.000+0000",30,0,13.488095238095237,0.20238095238095238,14.932692307692308,0.2692307692307692,11.686274509803921,0.2549019607843137,12.5,0.2727272727272727,"2015-01-03T23:25:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N322NB",13487,"MN",10620,"BIL","MT",1725,1733,8,8,0,0,"1700-1759",1842,1837,-5,0,0,-1,"1800-1859",0,0,748,3,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",94489792493,"2015-01-03T23:25:00.000+0000","2015010321","2015-01-03T21:25:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1091.5","45.8069","-108.5422","2015-01-03T13:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",-2,6,4,26.56,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:42:00.000+0000","1.0","2015-01-03T19:33:00.000+0000","0.0","2015-01-03T22:45:00.000+0000",40,0,13.488095238095237,0.20238095238095238,14.932692307692308,0.2692307692307692,11.686274509803921,0.2549019607843137,12.5,0.2727272727272727,"2015-01-03T23:33:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N661DN",13487,"MN",14869,"SLC","UT",1725,1723,-2,0,0,-1,"1700-1759",1920,1900,-20,0,0,-2,"1900-1959",0,0,991,4,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",154618953872,"2015-01-03T23:25:00.000+0000","2015010321","2015-01-03T21:25:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-03T13:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",15,32,26,25.86,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:20:00.000+0000","20.0","2015-01-03T18:45:00.000+0000","21.0","2015-01-03T20:42:00.000+0000",163,1,13.488095238095237,0.20238095238095238,14.932692307692308,0.2692307692307692,11.686274509803921,0.2549019607843137,12.5,0.2727272727272727,"2015-01-03T23:23:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N343NB",13487,"MN",11292,"DEN","CO",1725,1733,8,8,0,0,"1700-1759",1837,1856,19,19,1,1,"1800-1859",0,0,680,3,3,0,11,0,5,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",94489950175,"2015-01-03T23:25:00.000+0000","2015010321","2015-01-03T21:25:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-03T13:53:00","FM-15","7","0.03","-SN:03 FZ:8 FG:2 |FG SN |","2015-01-03T20:53:00.000+0000",18,21,20,24.49,10,28,0.5,"-SN:03 FZ:8 FG:2 ","FG SN ","",0,0,0,1,0,0,1,1,0,0,0,0,0,0,1,1,"2015-01-04T01:37:00.000+0000","5.0","2015-01-03T20:33:00.000+0000","0.0","2015-01-03T22:45:00.000+0000",40,0,13.488095238095237,0.20238095238095238,14.932692307692308,0.2692307692307692,11.686274509803921,0.2549019607843137,12.5,0.2727272727272727,"2015-01-03T23:33:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N904DL",13487,"MN",10397,"ATL","GA",1729,1731,2,2,0,0,"1700-1759",2105,2120,15,15,1,1,"2100-2159",0,0,907,4,0,0,15,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",103079346325,"2015-01-03T23:29:00.000+0000","2015010321","2015-01-03T21:29:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-03T15:52:00","FM-15","7","0.01","-DZ:01 BR:1 |s DZ s |","2015-01-03T20:52:00.000+0000",53,54,53,29.03,110,6,0.5,"-DZ:01 BR:1 ","s DZ s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:05:00.000+0000","0.0","2015-01-03T19:05:00.000+0000","0.0","2015-01-03T22:32:00.000+0000",57,0,13.488095238095237,0.20238095238095238,15.22549019607843,0.27450980392156865,11.686274509803921,0.2549019607843137,10.6,0.25,"2015-01-03T23:31:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N911DL",13487,"MN",12953,"LGA","NY",1735,1802,27,27,1,1,"1700-1759",2117,2149,32,32,1,2,"2100-2159",0,0,1020,5,27,0,5,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",154620006944,"2015-01-03T23:35:00.000+0000","2015010321","2015-01-03T21:35:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-03T16:33:00","FM-16","7","0.04","-RA:02 BR:1 |RA |","2015-01-03T21:33:00.000+0000",34,36,35,30.39,40,11,1,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:17:00.000+0000","0.0","2015-01-03T20:58:00.000+0000","0.0","2015-01-03T22:50:00.000+0000",45,0,13.304093567251462,0.19883040935672514,15.01923076923077,0.2692307692307692,11.203703703703704,0.24074074074074073,10.11111111111111,0.2222222222222222,"2015-01-04T00:02:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","US",20355,"N764US",13487,"MN",11057,"CLT","NC",1735,1737,2,2,0,0,"1700-1759",2105,2143,38,38,1,2,"2100-2159",0,0,930,4,2,0,36,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",25770317264,"2015-01-03T23:35:00.000+0000","2015010321","2015-01-03T21:35:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-03T15:52:00","FM-15","7","0.09","-RA:02 BR:1 |RA |","2015-01-03T20:52:00.000+0000",48,51,49,29.38,20,5,1,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:05:00.000+0000","1.0","2015-01-03T19:50:00.000+0000","0.0","2015-01-03T22:39:00.000+0000",56,0,13.304093567251462,0.19883040935672514,15.01923076923077,0.2692307692307692,11.203703703703704,0.24074074074074073,10.11111111111111,0.2222222222222222,"2015-01-03T23:37:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","OO",20304,"N608SK",13487,"MN",10372,"ASE","CO",1735,1918,103,103,1,6,"1700-1759",1913,2107,114,114,1,7,"1900-1959",0,0,802,4,0,0,11,0,103,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",257698266551,"2015-01-03T23:35:00.000+0000","2015010321","2015-01-03T21:35:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2353.1","39.23","-106.87056","2015-01-03T13:53:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-03T20:53:00.000+0000",17,22,20,22.43,340,3,10,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T02:13:00.000+0000","128.0","2015-01-03T20:24:00.000+0000","0.0","2015-01-03T22:50:00.000+0000",45,1,13.304093567251462,0.19883040935672514,15.01923076923077,0.2692307692307692,11.203703703703704,0.24074074074074073,10.11111111111111,0.2222222222222222,"2015-01-04T01:18:00.000+0000","2015-01-04T01:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","EV",20366,"N181PQ",13487,"MN",12266,"IAH","TX",1735,1743,8,8,0,0,"1700-1759",2039,2051,12,12,0,0,"2000-2059",0,0,1034,5,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",77309629850,"2015-01-03T23:35:00.000+0000","2015010321","2015-01-03T21:35:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",46,51,49,29.84,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:39:00.000+0000","25.0","2015-01-03T21:28:00.000+0000","0.0","2015-01-03T22:48:00.000+0000",47,1,13.304093567251462,0.19883040935672514,15.01923076923077,0.2692307692307692,11.203703703703704,0.24074074074074073,10.11111111111111,0.2222222222222222,"2015-01-03T23:43:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N946DN",13487,"MN",10140,"ABQ","NM",1735,1750,15,15,1,1,"1700-1759",1928,1915,-13,0,0,-1,"1900-1959",0,0,981,4,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",257699053582,"2015-01-03T23:35:00.000+0000","2015010321","2015-01-03T21:35:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.5","35.0419","-106.6155","2015-01-03T13:52:00","FM-15","7","0.0",null,"2015-01-03T20:52:00.000+0000",17,35,28,24.65,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:28:00.000+0000","18.0","2015-01-03T20:00:00.000+0000","0.0","2015-01-03T22:49:00.000+0000",46,1,13.304093567251462,0.19883040935672514,15.01923076923077,0.2692307692307692,11.203703703703704,0.24074074074074073,10.11111111111111,0.2222222222222222,"2015-01-03T23:50:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N681DA",13487,"MN",14747,"SEA","WA",1735,1737,2,2,0,0,"1700-1759",1924,1931,7,7,0,0,"1900-1959",0,0,1399,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",17181215301,"2015-01-03T23:35:00.000+0000","2015010321","2015-01-03T21:35:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T13:20:00","FM-16","7","0.0","BR:1 ||","2015-01-03T21:20:00.000+0000",36,39,38,29.76,110,5,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:24:00.000+0000","38.0","2015-01-03T19:50:00.000+0000","0.0","2015-01-03T21:58:00.000+0000",97,1,13.304093567251462,0.19883040935672514,15.01923076923077,0.2692307692307692,11.203703703703704,0.24074074074074073,10.11111111111111,0.2222222222222222,"2015-01-03T23:37:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","EV",20366,"N11199",13487,"MN",12264,"IAD","VA",1739,1837,58,58,1,3,"1700-1759",2110,2246,96,96,1,6,"2100-2159",0,0,908,4,38,2,38,0,18,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",17181040609,"2015-01-03T23:39:00.000+0000","2015010321","2015-01-03T21:39:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-03T16:20:00","FM-16","7","0.01","-DZ:01 BR:1 |DZ |","2015-01-03T21:20:00.000+0000",37,37,37,29.96,120,3,0.75,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:10:00.000+0000","7.0","2015-01-03T19:50:00.000+0000","0.0","2015-01-03T23:03:00.000+0000",36,0,14.029069767441861,0.20348837209302326,16.19047619047619,0.2761904761904762,13.50909090909091,0.2545454545454545,17.77777777777778,0.2777777777777778,"2015-01-04T00:37:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N3742C",13487,"MN",11278,"DCA","VA",1740,1740,0,0,0,0,"1700-1759",2103,2055,-8,0,0,-1,"2100-2159",0,0,931,4,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",257698441107,"2015-01-03T23:40:00.000+0000","2015010321","2015-01-03T21:40:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-03T16:13:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2015-01-03T21:13:00.000+0000",37,41,39,30.27,10,3,0.75,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:03:00.000+0000","22.0","2015-01-03T19:35:00.000+0000","0.0","2015-01-03T22:24:00.000+0000",76,1,13.977011494252874,0.20114942528735633,16.065420560747665,0.27102803738317754,13.368421052631579,0.24561403508771928,16.95,0.25,"2015-01-03T23:40:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N321US",13487,"MN",13486,"MSO","MT",1740,1848,68,68,1,4,"1700-1759",1941,2102,81,81,1,5,"1900-1959",0,0,1013,5,20,0,13,0,48,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",25770395908,"2015-01-03T23:40:00.000+0000","2015010321","2015-01-03T21:40:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","972.9","46.9208","-114.0925","2015-01-03T13:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",19,25,23,26.84,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:41:00.000+0000","46.0","2015-01-03T19:05:00.000+0000","0.0","2015-01-03T22:43:00.000+0000",57,1,13.977011494252874,0.20114942528735633,16.065420560747665,0.27102803738317754,13.368421052631579,0.24561403508771928,16.95,0.25,"2015-01-04T00:48:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","OO",20304,"N912EV",13487,"MN",10627,"BIS","ND",1740,1737,-3,0,0,-1,"1700-1759",1910,1855,-15,0,0,-1,"1900-1959",0,0,386,2,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",137439610223,"2015-01-03T23:40:00.000+0000","2015010321","2015-01-03T21:40:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.7825","-100.7572","2015-01-03T14:52:00","FM-15","7","0.0",null,"2015-01-03T20:52:00.000+0000",-10,2,0,28.59,350,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:10:00.000+0000","1.0","2015-01-03T21:20:00.000+0000","0.0","2015-01-03T22:32:00.000+0000",68,0,13.977011494252874,0.20114942528735633,16.065420560747665,0.27102803738317754,13.368421052631579,0.24561403508771928,16.95,0.25,"2015-01-03T23:37:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","AA",19805,"N4YLAA",13487,"MN",11298,"DFW","TX",1740,1757,17,17,1,1,"1700-1759",2025,2132,67,67,1,4,"2000-2059",0,0,852,4,3,0,50,0,14,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",180388629202,"2015-01-03T23:40:00.000+0000","2015010321","2015-01-03T21:40:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",38,51,45,29.23,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:25:00.000+0000","29.0","2015-01-03T20:40:00.000+0000","0.0","2015-01-03T23:00:00.000+0000",40,1,13.977011494252874,0.20114942528735633,16.065420560747665,0.27102803738317754,13.368421052631579,0.24561403508771928,16.95,0.25,"2015-01-03T23:57:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N964DN",13487,"MN",14831,"SJC","CA",1740,1815,35,35,1,2,"1700-1759",1948,2023,35,35,1,2,"1900-1959",0,0,1576,7,9,0,0,0,26,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",17181109122,"2015-01-03T23:40:00.000+0000","2015010321","2015-01-03T21:40:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-01-03T12:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",31,53,43,30.17,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:48:00.000+0000","53.0","2015-01-03T21:07:00.000+0000","0.0","2015-01-03T22:39:00.000+0000",61,1,13.977011494252874,0.20114942528735633,16.065420560747665,0.27102803738317754,13.368421052631579,0.24561403508771928,16.95,0.25,"2015-01-04T00:15:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N822DN",13487,"MN",14107,"PHX","AZ",1745,1812,27,27,1,1,"1700-1759",2017,2023,6,6,0,0,"2000-2059",0,0,1276,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",231928662268,"2015-01-03T23:45:00.000+0000","2015010321","2015-01-03T21:45:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-03T13:51:00","FM-15","7","0.0",null,"2015-01-03T20:51:00.000+0000",25,51,40,29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:17:00.000+0000","22.0","2015-01-03T19:40:00.000+0000","0.0","2015-01-03T22:50:00.000+0000",55,1,13.977011494252874,0.20114942528735633,16.21698113207547,0.27358490566037735,13.368421052631579,0.24561403508771928,17.5,0.2222222222222222,"2015-01-04T00:12:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N933DN",13487,"MN",14635,"RSW","FL",1745,1824,39,39,1,2,"1700-1759",2220,2315,55,55,1,3,"2200-2259",0,0,1416,6,39,0,16,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",223338346104,"2015-01-03T23:45:00.000+0000","2015010321","2015-01-03T21:45:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-03T15:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",65,83,71,30.13,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:20:00.000+0000","8.0","2015-01-03T21:16:00.000+0000","0.0","2015-01-03T22:50:00.000+0000",55,0,13.977011494252874,0.20114942528735633,16.21698113207547,0.27358490566037735,13.368421052631579,0.24561403508771928,17.5,0.2222222222222222,"2015-01-04T00:24:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N915DN",13487,"MN",15304,"TPA","FL",1745,1743,-2,0,0,-1,"1700-1759",2205,2154,-11,0,0,-1,"2200-2259",0,0,1306,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",240519313377,"2015-01-03T23:45:00.000+0000","2015010321","2015-01-03T21:45:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-03T15:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",67,79,71,30.15,200,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:05:00.000+0000","0.0","2015-01-03T19:30:00.000+0000","0.0","2015-01-03T22:39:00.000+0000",66,0,13.977011494252874,0.20114942528735633,16.21698113207547,0.27358490566037735,13.368421052631579,0.24561403508771928,17.5,0.2222222222222222,"2015-01-03T23:43:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N542US",13487,"MN",11433,"DTW","MI",1745,1753,8,8,0,0,"1700-1759",2029,2039,10,10,0,0,"2000-2059",0,0,528,3,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",266287974386,"2015-01-03T23:45:00.000+0000","2015010321","2015-01-03T21:45:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-03T16:45:00","FM-16","7","0.03","-RA:02 BR:1 |RA |","2015-01-03T21:45:00.000+0000",34,34,34,29.12,100,3,1.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:29:00.000+0000","0.0","2015-01-03T18:10:00.000+0000","0.0","2015-01-03T22:06:00.000+0000",99,0,13.977011494252874,0.20114942528735633,16.21698113207547,0.27358490566037735,13.368421052631579,0.24561403508771928,17.5,0.2222222222222222,"2015-01-03T23:53:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N804DN",13487,"MN",12889,"LAS","NV",1745,1748,3,3,0,0,"1700-1759",1918,1927,9,9,0,0,"1900-1959",0,0,1299,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",266288058770,"2015-01-03T23:45:00.000+0000","2015010321","2015-01-03T21:45:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-03T12:56:00","FM-15","7","0.0",null,"2015-01-03T20:56:00.000+0000",13,49,36,27.83,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:18:00.000+0000","0.0","2015-01-03T20:40:00.000+0000","0.0","2015-01-03T22:42:00.000+0000",63,0,13.977011494252874,0.20114942528735633,16.21698113207547,0.27358490566037735,13.368421052631579,0.24561403508771928,17.5,0.2222222222222222,"2015-01-03T23:48:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N6712B",13487,"MN",13204,"MCO","FL",1745,1741,-4,0,0,-1,"1700-1759",2159,2207,8,8,0,0,"2100-2159",0,0,1310,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",240518890920,"2015-01-03T23:45:00.000+0000","2015010321","2015-01-03T21:45:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-03T15:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",67,84,73,30.06,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T02:59:00.000+0000","0.0","2015-01-03T19:12:00.000+0000","0.0","2015-01-03T22:50:00.000+0000",55,0,13.977011494252874,0.20114942528735633,16.21698113207547,0.27358490566037735,13.368421052631579,0.24561403508771928,17.5,0.2222222222222222,"2015-01-03T23:41:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","OO",20304,"N440SW",13487,"MN",10631,"BJI","MN",1750,1746,-4,0,0,-1,"1700-1759",1902,1835,-27,0,0,-2,"1900-1959",0,0,199,1,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",94489577333,"2015-01-03T23:50:00.000+0000","2015010321","2015-01-03T21:50:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBJI","BJI","Bemidji Regional Airport","Bemidji","Minnesota","US",1391,47.50939941,-94.93370056,"America/Chicago","72755014958","BEMIDJI MUNICIPAL AIRPORT, MN US","424.3","47.5","-94.93333","2015-01-03T15:33:00","FM-15","7","0.0",null,"2015-01-03T21:33:00.000+0000",-2,6,5,28.6,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:02:00.000+0000","0.0","2015-01-03T21:55:00.000+0000","0.0","2015-01-03T22:42:00.000+0000",68,0,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,17.333333333333332,0.2222222222222222,"2015-01-03T23:46:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N130DL",13487,"MN",14771,"SFO","CA",1750,1748,-2,0,0,-1,"1700-1759",2008,1937,-31,0,0,-2,"2000-2059",0,0,1589,7,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",146030013014,"2015-01-03T23:50:00.000+0000","2015010321","2015-01-03T21:50:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-03T12:56:00","FM-15","7","0.0",null,"2015-01-03T20:56:00.000+0000",37,51,45,30.22,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T04:08:00.000+0000","0.0","2015-01-03T19:39:00.000+0000","0.0","2015-01-03T22:45:00.000+0000",65,0,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,17.333333333333332,0.2222222222222222,"2015-01-03T23:48:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N327NB",13487,"MN",14908,"SNA","CA",1750,1826,36,36,1,2,"1700-1759",1958,2003,5,5,0,0,"1900-1959",0,0,1522,7,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",77310585566,"2015-01-03T23:50:00.000+0000","2015010321","2015-01-03T21:50:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2015-01-03T12:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000",37,63,50,30.15,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:58:00.000+0000","50.0","2015-01-03T20:28:00.000+0000","0.0","2015-01-03T22:45:00.000+0000",65,1,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,17.333333333333332,0.2222222222222222,"2015-01-04T00:26:00.000+0000","2015-01-04T00:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","MQ",20398,"N510MQ",13487,"MN",13930,"ORD","IL",1750,1750,0,0,0,0,"1700-1759",1925,1943,18,18,1,1,"1900-1959",0,0,334,2,0,0,18,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",8590843466,"2015-01-03T23:50:00.000+0000","2015010321","2015-01-03T21:50:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T14:53:00","FM-15","7","0.0",null,"2015-01-03T20:53:00.000+0000","2015010320",22,32,28,28.94,300,13,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-03T14:51:00","FM-15","7","0.02","-RA:02 BR:1 |RA |","2015-01-03T20:51:00.000+0000",32,34,33,29.08,350,3,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:25:00.000+0000","0.0","2015-01-03T21:45:00.000+0000","0.0","2015-01-03T23:13:00.000+0000",37,0,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,17.333333333333332,0.2222222222222222,"2015-01-03T23:50:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","DL",19790,"N125DL",13487,"MN",14057,"PDX","OR",1755,1753,-2,0,0,-1,"1700-1759",1950,1945,-5,0,0,-1,"1900-1959",0,0,1426,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",137439973657,"2015-01-03T23:55:00.000+0000","2015010321","2015-01-03T21:55:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T15:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-03T21:53:00.000+0000","2015010321",21,29,26,28.98,330,13,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-01-03T13:53:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-01-03T21:53:00.000+0000",38,40,39,30.13,280,3,1.5,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:50:00.000+0000","10.0","2015-01-03T19:18:00.000+0000","0.0","2015-01-03T22:50:00.000+0000",65,0,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,15.941176470588236,0.17647058823529413,"2015-01-03T23:53:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","WN",19393,"N788SA",13487,"MN",13198,"MCI","MO",1755,1749,-6,0,0,-1,"1700-1759",1930,1947,17,17,1,1,"1900-1959",0,0,393,2,0,0,17,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",137439549393,"2015-01-03T23:55:00.000+0000","2015010321","2015-01-03T21:55:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T15:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-03T21:53:00.000+0000","2015010321",21,29,26,28.98,330,13,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-03T15:53:00","FM-15","7","0.0",null,"2015-01-03T21:53:00.000+0000",30,40,36,28.7,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T01:30:00.000+0000","0.0","2015-01-03T22:05:00.000+0000","0.0","2015-01-03T23:25:00.000+0000",30,0,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,15.941176470588236,0.17647058823529413,"2015-01-03T23:49:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-03T23:00:00.000+0000","MSP",1,1,3,6,"2015-01-03","US",20355,"N649AW",13487,"MN",14107,"PHX","AZ",1756,1753,-3,0,0,-1,"1700-1759",2023,2014,-9,0,0,-1,"2000-2059",0,0,1276,6,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",60129989134,"2015-01-03T23:56:00.000+0000","2015010321","2015-01-03T21:56:00.000+0000","2015010320","2015010319","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T15:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-03T21:53:00.000+0000","2015010321",21,29,26,28.98,330,13,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-03T14:51:00","FM-15","7","0.0",null,"2015-01-03T21:51:00.000+0000",25,53,41,29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T03:23:00.000+0000","13.0","2015-01-03T20:10:00.000+0000","0.0","2015-01-03T23:11:00.000+0000",45,0,13.818181818181818,0.19886363636363635,16.065420560747665,0.27102803738317754,12.915254237288135,0.23728813559322035,16.0625,0.1875,"2015-01-03T23:53:00.000+0000","2015-01-03T23:00:00.000+0000",28,38,22,20,1.1,47,43,1.0930232558139534,51,45,1.1333333333333333,78,77,1.0129870129870129,90,91,0.989010989010989,113,113,1,122,124,0.9838709677419355,138,144,0.9583333333333334,151,155,0.9741935483870968,158,160,0.9875,158,160,0.9875,158,160,0.9875,863,883,1742,2627,3479,4320,5196,6005,6809,7477,7993,8170,8212],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","DL",19790,"N138DL",14747,"WA",11433,"DTW","MI",2300,2301,1,1,0,0,"2300-2359",611,600,-11,0,0,-1,"0600-0659",0,0,1927,8,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",339574,"2015-01-04T07:00:00.000+0000","2015010405","2015-01-04T05:00:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-03T23:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",35,35,null,null,0,0,0.5,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:11:00.000+0000","29.0","2015-01-03T22:00:00.000+0000","0.0","2015-01-04T03:33:00.000+0000",207,1,23.356756756756756,0.41621621621621624,23.925925925925927,0.4444444444444444,23.93877551020408,0.4897959183673469,28,0.4166666666666667,"2015-01-04T07:01:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AS",19930,"N530AS",14747,"WA",10299,"ANC","AK",2300,2308,8,8,0,0,"2300-2359",155,137,-18,0,0,-2,"0001-0559",0,0,1448,6,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",249108388435,"2015-01-04T07:00:00.000+0000","2015010405","2015-01-04T05:00:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PANC","ANC","Ted Stevens Anchorage International Airport","Anchorage","Alaska","US",152,61.1744003296,-149.9960021973,"America/Anchorage","70273026451","ANCHORAGE TED STEVENS INTERNATIONAL AIRPORT, AK US","36.6","61.169","-150.0278","2015-01-03T19:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",5,16,13,30.31,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T10:55:00.000+0000","9.0","2015-01-04T02:50:00.000+0000","0.0","2015-01-04T06:07:00.000+0000",53,0,23.356756756756756,0.41621621621621624,23.925925925925927,0.4444444444444444,23.93877551020408,0.4897959183673469,28,0.4166666666666667,"2015-01-04T07:08:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AS",19930,"N461AS",14747,"WA",11884,"GEG","WA",2300,2311,11,11,0,0,"2300-2359",2357,25,28,28,1,1,"2300-2359",0,0,224,1,0,0,28,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",171799602881,"2015-01-04T07:00:00.000+0000","2015010405","2015-01-04T05:00:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.2","47.6216","-117.528","2015-01-03T20:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2015-01-04T04:53:00.000+0000",21,23,22,27.7,40,5,2,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T07:57:00.000+0000","1.0","2015-01-03T00:35:00.000+0000","1.0","2015-01-03T05:05:00.000+0000",1555,0,23.356756756756756,0.41621621621621624,23.925925925925927,0.4444444444444444,23.93877551020408,0.4897959183673469,28,0.4166666666666667,"2015-01-04T07:11:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AA",19805,"N3AKAA",14747,"WA",13303,"MIA","FL",2305,2345,40,40,1,2,"2300-2359",739,829,50,50,1,3,"0700-0759",0,0,2724,11,0,0,10,0,40,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",197569178514,"2015-01-04T07:05:00.000+0000","2015010405","2015-01-04T05:05:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-03T23:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",70,77,72,30.18,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T12:39:00.000+0000","33.0","2015-01-03T23:35:00.000+0000","0.0","2015-01-04T06:05:00.000+0000",60,1,23.612021857923498,0.4207650273224044,22.675324675324674,0.44155844155844154,23.395833333333332,0.4791666666666667,30.545454545454547,0.45454545454545453,"2015-01-04T07:45:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AS",19930,"N467AS",14747,"WA",11630,"FAI","AK",2310,2339,29,29,1,1,"2300-2359",219,223,4,4,0,0,"0001-0559",0,0,1533,7,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",137440222015,"2015-01-04T07:10:00.000+0000","2015010405","2015-01-04T05:10:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PAFA","FAI","Fairbanks International Airport","Fairbanks","Alaska","US",439,64.81510162,-147.8560028,"America/Anchorage","70261026411","FAIRBANKS INTERNATIONAL AIRPORT, AK US","131.7","64.8039","-147.8761","2015-01-03T19:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",-24,-16,-17,30.06,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:19:00.000+0000","21.0","2015-01-03T23:10:00.000+0000","35.0","2015-01-04T04:44:00.000+0000",146,1,23.865921787709496,0.4245810055865922,22.86842105263158,0.4473684210526316,23.361702127659573,0.46808510638297873,30.4,0.4,"2015-01-04T07:39:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","DL",19790,"N3737C",14747,"WA",11193,"CVG","KY",2310,2306,-4,0,0,-1,"2300-2359",624,606,-18,0,0,-2,"0600-0659",0,0,1965,8,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",266288286094,"2015-01-04T07:10:00.000+0000","2015010405","2015-01-04T05:10:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2015-01-03T23:52:00","FM-15","7","0.0",null,"2015-01-04T04:52:00.000+0000",54,60,57,28.82,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:24:00.000+0000","9.0","2015-01-04T00:40:00.000+0000","0.0","2015-01-04T04:11:00.000+0000",179,0,23.865921787709496,0.4245810055865922,22.86842105263158,0.4473684210526316,23.361702127659573,0.46808510638297873,30.4,0.4,"2015-01-04T07:06:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","UA",19977,"N37471",14747,"WA",12266,"IAH","TX",2320,2323,3,3,0,0,"2300-2359",529,510,-19,0,0,-2,"0001-0559",0,0,1874,8,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",188979828635,"2015-01-04T07:20:00.000+0000","2015010405","2015-01-04T05:20:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T20:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000","2015010404",36,38,37,29.75,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-03T22:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",42,43,43,29.98,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:29:00.000+0000","26.0","2015-01-04T01:10:00.000+0000","0.0","2015-01-04T05:59:00.000+0000",81,1,23.92817679558011,0.430939226519337,22.4025974025974,0.44155844155844154,24.347826086956523,0.4782608695652174,28.692307692307693,0.46153846153846156,"2015-01-04T07:23:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","UA",19977,"N37422",14747,"WA",12264,"IAD","VA",2337,2342,5,5,0,0,"2300-2359",725,707,-18,0,0,-2,"0700-0759",0,0,2306,10,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",25770205807,"2015-01-04T07:37:00.000+0000","2015010405","2015-01-04T05:37:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T21:30:00","FM-16","7","0.0",null,"2015-01-04T05:30:00.000+0000","2015010405",36,39,38,29.74,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-04T00:20:00","FM-16","7","0.0","BR:1 ||","2015-01-04T05:20:00.000+0000",37,37,37,29.72,200,7,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T12:25:00.000+0000","13.0","2015-01-04T02:05:00.000+0000","0.0","2015-01-04T06:43:00.000+0000",54,0,23.337016574585636,0.430939226519337,20.883116883116884,0.42857142857142855,24.066666666666666,0.4666666666666667,18.727272727272727,0.45454545454545453,"2015-01-04T07:42:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AA",19805,"N3BPAA",14747,"WA",11298,"DFW","TX",2350,2355,5,5,0,0,"2300-2359",530,540,10,10,0,0,"0001-0559",0,0,1660,7,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",51540526238,"2015-01-04T07:50:00.000+0000","2015010405","2015-01-04T05:50:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T21:30:00","FM-16","7","0.0",null,"2015-01-04T05:30:00.000+0000","2015010405",36,39,38,29.74,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-03T22:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",34,44,40,29.43,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:30:00.000+0000","6.0","2015-01-04T02:35:00.000+0000","0.0","2015-01-04T07:00:00.000+0000",50,0,23.62087912087912,0.4340659340659341,20.935064935064936,0.42857142857142855,25.130434782608695,0.4782608695652174,21.692307692307693,0.46153846153846156,"2015-01-04T07:55:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AS",19930,"N319AS",14747,"WA",11298,"DFW","TX",2350,3,13,13,0,0,"2300-2359",530,526,-4,0,0,-1,"0001-0559",0,0,1660,7,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",188979511898,"2015-01-04T07:50:00.000+0000","2015010405","2015-01-04T05:50:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T21:30:00","FM-16","7","0.0",null,"2015-01-04T05:30:00.000+0000","2015010405",36,39,38,29.74,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-03T22:53:00","FM-15","7","0.0",null,"2015-01-04T04:53:00.000+0000",34,44,40,29.43,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:30:00.000+0000","7.0","2015-01-04T03:40:00.000+0000","0.0","2015-01-04T06:20:00.000+0000",90,0,23.62087912087912,0.4340659340659341,20.935064935064936,0.42857142857142855,25.130434782608695,0.4782608695652174,21.692307692307693,0.46153846153846156,"2015-01-03T08:03:00.000+0000","2015-01-03T08:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","AS",19930,"N464AS",14747,"WA",13487,"MSP","MN",2355,41,46,46,1,3,"2300-2359",510,538,28,28,1,1,"0001-0559",0,0,1399,6,28,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",51540690367,"2015-01-04T07:55:00.000+0000","2015010405","2015-01-04T05:55:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T21:53:00","FM-15","7","0.0","BR:1 ||","2015-01-04T05:53:00.000+0000","2015010405",37,39,38,29.74,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-03T23:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000",3,12,10,29.18,340,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T11:10:00.000+0000","78.0","2015-01-03T22:40:00.000+0000","92.0","2015-01-04T04:50:00.000+0000",185,1,23.744444444444444,0.4388888888888889,21.31168831168831,0.44155844155844154,25.022727272727273,0.4772727272727273,22.923076923076923,0.5384615384615384,"2015-01-03T08:41:00.000+0000","2015-01-03T08:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T07:00:00.000+0000","SEA",1,1,3,6,"2015-01-03","UA",19977,"N37474",14747,"WA",12266,"IAH","TX",2359,2357,-2,0,0,-1,"2300-2359",608,548,-20,0,0,-2,"0600-0659",0,0,1874,8,0,0,0,0,0,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",120259935317,"2015-01-04T07:59:00.000+0000","2015010405","2015-01-04T05:59:00.000+0000","2015010404","2015010403","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-03T21:53:00","FM-15","7","0.0","BR:1 ||","2015-01-04T05:53:00.000+0000","2015010405",37,39,38,29.74,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-03T23:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000",41,42,42,30,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T12:08:00.000+0000","0.0","2015-01-04T04:34:00.000+0000","0.0","2015-01-04T06:45:00.000+0000",74,0,23.83240223463687,0.441340782122905,21.493333333333332,0.44,26.05128205128205,0.5128205128205128,21.1,0.5,"2015-01-04T07:57:00.000+0000","2015-01-04T07:00:00.000+0000",14,12,13,12,1.0833333333333333,33,29,1.1379310344827587,46,49,0.9387755102040817,58,59,0.9830508474576272,66,65,1.0153846153846153,82,81,1.0123456790123457,98,99,0.98989898989899,112,115,0.9739130434782609,129,126,1.0238095238095237,147,149,0.9865771812080537,169,169,1,185,185,1,129,413,1037,1702,2533,3422,4285,5153,6037,6920,7779,8664,9516],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","AA",19805,"N630AA",12892,"CA",11298,"DFW","TX",5,2,-3,0,0,-1,"0001-0559",455,453,-2,0,0,-1,"0001-0559",0,0,1235,5,0,0,0,0,0,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",390895,"2015-01-04T08:05:00.000+0000","2015010406","2015-01-04T06:05:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T21:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000","2015010405",46,53,49,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-03T23:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000",34,43,39,29.46,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T10:55:00.000+0000","16.0","2015-01-04T01:40:00.000+0000","7.0","2015-01-04T05:10:00.000+0000",175,1,28.997191011235955,0.46348314606741575,29.29299363057325,0.5222929936305732,31.939393939393938,0.5303030303030303,13.277777777777779,0.2777777777777778,"2015-01-04T08:02:00.000+0000","2015-01-04T08:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","AA",19805,"N3ERAA",12892,"CA",14027,"PBI","FL",10,4,-6,0,0,-1,"0001-0559",750,755,5,5,0,0,"0700-0759",0,0,2330,10,0,0,0,0,0,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",77310393302,"2015-01-04T08:10:00.000+0000","2015010406","2015-01-04T06:10:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T21:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000","2015010405",46,53,49,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-04T00:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000",72,78,74,30.19,130,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T12:50:00.000+0000","41.0","2015-01-03T23:30:00.000+0000","10.0","2015-01-04T05:30:00.000+0000",160,1,29.22316384180791,0.4689265536723164,29.12578616352201,0.5220125786163522,31.46969696969697,0.5151515151515151,13.55,0.3,"2015-01-04T08:04:00.000+0000","2015-01-04T08:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","AA",19805,"N3CJAA",12892,"CA",13303,"MIA","FL",20,30,10,10,0,0,"0001-0559",805,844,39,39,1,2,"0800-0859",0,0,2342,10,0,0,29,0,10,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",223338530016,"2015-01-04T08:20:00.000+0000","2015010406","2015-01-04T06:20:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T21:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000","2015010405",46,53,49,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-04T00:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000",69,77,72,30.18,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T13:05:00.000+0000","41.0","2015-01-04T03:35:00.000+0000","0.0","2015-01-04T06:55:00.000+0000",85,1,29.135977337110482,0.46458923512747874,28.695652173913043,0.5093167701863354,29.074626865671643,0.4626865671641791,12.631578947368421,0.2631578947368421,"2015-01-04T08:30:00.000+0000","2015-01-04T08:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","US",20355,"N913US",12892,"CA",11057,"CLT","NC",30,27,-3,0,0,-1,"0001-0559",803,839,36,36,1,2,"0800-0859",0,0,2125,9,0,0,36,0,0,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",146029823626,"2015-01-04T08:30:00.000+0000","2015010406","2015-01-04T06:30:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T21:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000","2015010405",46,53,49,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-04T00:52:00","FM-15","7","0.01","-DZ:01 BR:1 |DZ |","2015-01-04T05:52:00.000+0000",47,49,48,29.3,0,0,0.75,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T13:03:00.000+0000","31.0","2015-01-04T00:50:00.000+0000","31.0","2015-01-04T06:10:00.000+0000",140,1,28.54131054131054,0.4586894586894587,28.38607594936709,0.5,26.46153846153846,0.4,12.909090909090908,0.2727272727272727,"2015-01-04T08:27:00.000+0000","2015-01-04T08:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","DL",19790,"N121DE",12892,"CA",13487,"MSP","MN",45,102,17,17,1,1,"0001-0559",623,643,20,20,1,1,"0600-0659",0,0,1535,7,0,0,20,0,0,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",34360495472,"2015-01-04T08:45:00.000+0000","2015010406","2015-01-04T06:45:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T21:53:00","FM-15","7","0.0",null,"2015-01-04T05:53:00.000+0000","2015010405",46,53,49,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-04T00:06:00","FM-16","7","0.0",null,"2015-01-04T06:06:00.000+0000",3,11,9,29.19,330,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T12:23:00.000+0000","0.0","2015-01-03T21:15:00.000+0000","13.0","2015-01-04T00:52:00.000+0000",473,0,27.95689655172414,0.4511494252873563,27.866242038216562,0.47770700636942676,25.772727272727273,0.3787878787878788,11.518518518518519,0.2222222222222222,"2015-01-04T09:02:00.000+0000","2015-01-04T09:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","US",20355,"N541UW",12892,"CA",14100,"PHL","PA",55,50,-5,0,0,-1,"0001-0559",858,854,-4,0,0,-1,"0800-0859",0,0,2402,10,0,0,0,0,0,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",85899494136,"2015-01-04T08:55:00.000+0000","2015010406","2015-01-04T06:55:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T22:53:00","FM-15","7","0.0",null,"2015-01-04T06:53:00.000+0000","2015010406",45,51,48,29.94,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-04T01:54:00","FM-15","7","0.0","BR:1 ||","2015-01-04T06:54:00.000+0000",42,43,43,30,240,6,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T13:58:00.000+0000","50.0","2015-01-04T01:00:00.000+0000","46.0","2015-01-04T02:26:00.000+0000",389,1,28.126074498567334,0.4584527220630373,27.941176470588236,0.48366013071895425,25.323076923076922,0.4,13.56,0.36,"2015-01-04T08:50:00.000+0000","2015-01-04T08:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T08:00:00.000+0000","LAX",1,1,4,7,"2015-01-04","DL",19790,"N808DN",12892,"CA",11433,"DTW","MI",59,122,23,23,1,1,"0001-0559",824,836,12,12,0,0,"0800-0859",0,0,1979,8,0,0,0,0,0,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",163209157015,"2015-01-04T08:59:00.000+0000","2015010406","2015-01-04T06:59:00.000+0000","2015010405","2015010404","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-03T22:53:00","FM-15","7","0.0",null,"2015-01-04T06:53:00.000+0000","2015010406",45,51,48,29.94,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-04T01:53:00","FM-15","7","0.0",null,"2015-01-04T06:53:00.000+0000",35,35,null,null,0,0,0.5,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T13:24:00.000+0000","13.0","2015-01-04T02:38:00.000+0000","0.0","2015-01-04T07:44:00.000+0000",75,0,28.014409221902017,0.45821325648414984,27.927152317880793,0.48344370860927155,23.734375,0.390625,12.25,0.3333333333333333,"2015-01-04T09:22:00.000+0000","2015-01-04T09:00:00.000+0000",12,7,22,20,1.1,46,39,1.1794871794871795,74,66,1.121212121212121,97,97,1,133,127,1.047244094488189,168,162,1.037037037037037,193,187,1.032085561497326,218,214,1.0186915887850467,255,250,1.02,287,286,1.0034965034965035,327,323,1.0123839009287925,360,361,0.997229916897507,74,244,657,1281,1946,2777,3666,4529,5397,6281,7164,8023,8908],["2015-01-04T13:00:00.000+0000","BTM",1,1,4,7,"2015-01-04","OO",20304,"N463SW",10779,"MT",14869,"SLC","UT",620,618,-2,0,0,-1,"0600-0659",742,730,-12,0,0,-1,"0700-0759",0,0,358,2,0,0,0,0,0,2015,"KBTM","BTM","Bert Mooney Airport","Butte","Montana","US",5550,45.9547996521,-112.4970016479,"America/Denver",120259640023,"2015-01-04T13:20:00.000+0000","2015010411","2015-01-04T11:20:00.000+0000","2015010410","2015010409","72774024135","BUTTE BERT MOONEY AIRPORT, MT US","1678.2","45.9647","-112.5006","2015-01-04T03:53:00","FM-15","7","0.0",null,"2015-01-04T10:53:00.000+0000","2015010410",8,12,11,24.55,110,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-04T03:53:00","FM-15","7","0.0",null,"2015-01-04T10:53:00.000+0000",17,24,22,25.97,130,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T14:42:00.000+0000","0.0","2015-01-04T04:42:00.000+0000","0.0","2015-01-04T06:01:00.000+0000",439,0,0,0,0,0,0,0,0,0,"2015-01-04T13:18:00.000+0000","2015-01-04T13:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,841,168,212,286,415,591,835,1248,1872,2537,3368,4257,5120],["2015-01-04T13:00:00.000+0000","STT",1,1,4,7,"2015-01-04","AA",19805,"N634AA",15024,"VI",13303,"MIA","FL",900,947,47,47,1,3,"0900-0959",1059,1135,36,36,1,2,"1000-1059",0,0,1107,5,36,0,0,0,0,2015,"TIST","STT","Cyril E. King Airport","Charlotte Amalie","Saint-Thomas-Island","VI",23,18.3372993469,-64.9733963013,"America/St_Thomas",128850098985,"2015-01-04T13:00:00.000+0000","2015010411","2015-01-04T11:00:00.000+0000","2015010410","2015010409","78543011640","CYRIL E. KING AIRPORT, VI US","6.1","18.3363","-64.98","2015-01-04T06:53:00","FM-15","6","0.0",null,"2015-01-04T10:53:00.000+0000","2015010410",69,77,72,30.13,70,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-04T05:53:00","FM-15","7","0.0",null,"2015-01-04T10:53:00.000+0000",68,76,71,30.18,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T15:59:00.000+0000","0.0","2015-01-03T23:40:00.000+0000","0.0","2015-01-04T02:21:00.000+0000",639,0,0,0,0,0,0,0,0,0,"2015-01-04T13:47:00.000+0000","2015-01-04T13:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,841,168,212,286,415,591,835,1248,1872,2537,3368,4257,5120],["2015-01-04T14:00:00.000+0000","RDM",1,1,4,7,"2015-01-04","OO",20304,"N978SW",14489,"OR",14771,"SFO","CA",608,626,18,18,1,1,"0600-0659",750,743,-7,0,0,-1,"0700-0759",0,0,462,2,0,0,0,0,0,2015,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",137439042552,"2015-01-04T14:08:00.000+0000","2015010412","2015-01-04T12:08:00.000+0000","2015010411","2015010410","72692024230","REDMOND AIRPORT, OR US","927.5","44.2558","-121.1392","2015-01-04T03:56:00","FM-15","7","0.0",null,"2015-01-04T11:56:00.000+0000","2015010411",26,27,27,27,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-04T03:56:00","FM-15","7","0.0","BR:1 ||","2015-01-04T11:56:00.000+0000",39,42,41,30.33,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T15:50:00.000+0000","13.0","2015-01-04T06:36:00.000+0000","31.0","2015-01-04T08:08:00.000+0000",360,0,0,0,0,0,0,0,0,0,"2015-01-04T14:26:00.000+0000","2015-01-04T14:00:00.000+0000",2,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,825,477,645,689,763,892,1068,1312,1725,2349,3014,3845,4734],["2015-01-04T14:00:00.000+0000","RDM",1,1,4,7,"2015-01-04","OO",20304,"N783CA",14489,"OR",14869,"SLC","UT",625,621,-4,0,0,-1,"0600-0659",903,846,-17,0,0,-2,"0900-0959",0,0,525,3,0,0,0,0,0,2015,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",206159761633,"2015-01-04T14:25:00.000+0000","2015010412","2015-01-04T12:25:00.000+0000","2015010411","2015010410","72692024230","REDMOND AIRPORT, OR US","927.5","44.2558","-121.1392","2015-01-04T03:56:00","FM-15","7","0.0",null,"2015-01-04T11:56:00.000+0000","2015010411",26,27,27,27,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-04T04:53:00","FM-15","7","0.0",null,"2015-01-04T11:53:00.000+0000",16,24,21,25.97,120,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T16:03:00.000+0000","37.0","2015-01-04T04:45:00.000+0000","33.0","2015-01-04T06:37:00.000+0000",468,1,0,0,0,0,0,0,0,0,"2015-01-04T14:21:00.000+0000","2015-01-04T14:00:00.000+0000",2,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,825,477,645,689,763,892,1068,1312,1725,2349,3014,3845,4734],["2015-01-04T16:00:00.000+0000","LIT",1,1,4,7,"2015-01-04","WN",19393,"N768SW",12992,"AR",13232,"MDW","IL",1010,1023,13,13,0,0,"1000-1059",1150,1158,8,8,0,0,"1100-1159",0,0,544,3,0,0,0,0,0,2015,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",257698188829,"2015-01-04T16:10:00.000+0000","2015010414","2015-01-04T14:10:00.000+0000","2015010413","2015010412","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-04T07:53:00","FM-15","7","0.0",null,"2015-01-04T13:53:00.000+0000","2015010413",33,42,38,29.94,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-04T08:02:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-04T14:02:00.000+0000",30,33,32,29.19,300,13,3,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T17:50:00.000+0000","0.0","2015-01-04T14:40:00.000+0000","0.0","2015-01-04T15:40:00.000+0000",30,0,15,0.2222222222222222,3.25,0.125,3.25,0.125,0,0,"2015-01-04T16:23:00.000+0000","2015-01-04T16:00:00.000+0000",2,2,2,2,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,9,8,1.125,10,8,1.25,11,9,1.2222222222222223,895,841,1526,2003,2171,2215,2289,2418,2594,2838,3251,3875,4540],["2015-01-04T16:00:00.000+0000","LIT",1,1,4,7,"2015-01-04","EV",20366,"N12136",12992,"AR",13930,"ORD","IL",1041,1040,-1,0,0,-1,"1000-1059",1230,1246,16,16,1,1,"1200-1259",0,0,552,3,0,0,16,0,0,2015,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",249108928600,"2015-01-04T16:41:00.000+0000","2015010414","2015-01-04T14:41:00.000+0000","2015010413","2015010412","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-04T07:53:00","FM-15","7","0.0",null,"2015-01-04T13:53:00.000+0000","2015010413",33,42,38,29.94,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-04T08:39:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-04T14:39:00.000+0000",27,30,29,29.15,320,15,2.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T18:30:00.000+0000","108.0","2015-01-03T22:11:00.000+0000","160.0","2015-01-03T23:44:00.000+0000",1017,1,3.25,0.125,3.25,0.125,3.25,0.125,0,0,"2015-01-04T16:40:00.000+0000","2015-01-04T16:00:00.000+0000",2,2,2,2,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,9,8,1.125,10,8,1.25,11,9,1.2222222222222223,895,841,1526,2003,2171,2215,2289,2418,2594,2838,3251,3875,4540],["2015-01-04T16:00:00.000+0000","VLD",1,1,4,7,"2015-01-04","EV",20366,"N884AS",15607,"GA",10397,"ATL","GA",1153,1153,0,0,0,0,"1100-1159",1259,1312,13,13,0,0,"1200-1259",0,0,208,1,0,0,0,0,0,2015,"KVLD","VLD","Valdosta Regional Airport","Valdosta","Georgia","US",203,30.7824993134,-83.2767028809,"America/New_York",94490177144,"2015-01-04T16:53:00.000+0000","2015010414","2015-01-04T14:53:00.000+0000","2015010413","2015010412","72216693845","VALDOSTA REGIONAL AIRPORT, GA US","60.4","30.7825","-83.27667","2015-01-04T09:53:00","FM-15","7","0.0",null,"2015-01-04T14:53:00.000+0000","2015010414",69,73,70,29.97,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-04T09:52:00","FM-15","7","0.01",null,"2015-01-04T14:52:00.000+0000",59,61,60,28.97,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T17:59:00.000+0000","0.0","2015-01-04T15:26:00.000+0000","0.0","2015-01-04T16:28:00.000+0000",25,0,0,0,0,0,0,0,0,0,"2015-01-04T16:53:00.000+0000","2015-01-04T16:00:00.000+0000",1,1,0,0,null,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,895,841,1526,2003,2171,2215,2289,2418,2594,2838,3251,3875,4540],["2015-01-04T18:00:00.000+0000","SBA",1,1,4,7,"2015-01-04","OO",20304,"N580SW",14689,"CA",14771,"SFO","CA",1027,1147,80,80,1,5,"1000-1059",1152,1304,72,72,1,4,"1100-1159",0,0,262,2,0,0,0,0,72,2015,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles",146029148111,"2015-01-04T18:27:00.000+0000","2015010416","2015-01-04T16:27:00.000+0000","2015010415","2015010414","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.7","34.4258","-119.8425","2015-01-04T07:53:00","FM-15","7","0.0",null,"2015-01-04T15:53:00.000+0000","2015010415",40,42,41,30.31,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-04T07:56:00","FM-15","7","0.0","BR:1 ||","2015-01-04T15:56:00.000+0000",43,45,44,30.37,150,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T19:52:00.000+0000","0.0","2015-01-04T16:37:00.000+0000","0.0","2015-01-04T18:01:00.000+0000",26,0,5.8,0.2,5.8,0.2,5.8,0.2,14.5,0.5,"2015-01-04T19:47:00.000+0000","2015-01-04T19:00:00.000+0000",0,1,2,2,1,3,3,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,916,871,1696,2537,3222,3699,3867,3911,3985,4114,4290,4534,4947],["2015-01-04T20:00:00.000+0000","LAN",1,1,4,7,"2015-01-04","EV",20366,"N13955",12884,"MI",13930,"ORD","IL",1536,1632,56,56,1,3,"1500-1559",1540,1655,75,75,1,5,"1500-1559",0,0,179,1,19,0,28,0,28,2015,"KLAN","LAN","Capital City Airport","Lansing","Michigan","US",861,42.7787017822,-84.5874023438,"America/Detroit",42950393577,"2015-01-04T20:36:00.000+0000","2015010418","2015-01-04T18:36:00.000+0000","2015010417","2015010416","72539014836","LANSING CAPITAL CITY AIRPORT, MI US","261.8","42.7761","-84.5997","2015-01-04T13:08:00","FM-16","7","0.0",null,"2015-01-04T18:08:00.000+0000","2015010418",27,31,30,28.83,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-04T12:30:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-04T18:30:00.000+0000",19,23,22,29.27,310,15,0.75,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T21:40:00.000+0000","0.0","2015-01-04T19:10:00.000+0000","0.0","2015-01-04T20:06:00.000+0000",30,0,6.333333333333333,0,10,0,10,0,10,0,"2015-01-04T21:32:00.000+0000","2015-01-04T21:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,896,900,1795,2666,3491,4332,5017,5494,5662,5706,5780,5909,6085],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","US",20355,"N958UW",10721,"MA",11278,"DCA","VA",1600,1556,-4,0,0,-1,"1600-1659",1731,1753,22,22,1,1,"1700-1759",0,0,399,2,0,0,22,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",206158774267,"2015-01-04T21:00:00.000+0000","2015010419","2015-01-04T19:00:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T13:54:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:54:00.000+0000","2015010418",39,41,40,29.73,300,8,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-04T13:52:00","FM-15","7","0.0",null,"2015-01-04T18:52:00.000+0000",50,56,53,29.71,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T22:31:00.000+0000","23.0","2015-01-04T17:30:00.000+0000","31.0","2015-01-04T18:52:00.000+0000",128,1,12.307692307692308,0.20512820512820512,10.461538461538462,0.26373626373626374,13.411764705882353,0.3235294117647059,24.4,0.4,"2015-01-04T20:56:00.000+0000","2015-01-04T20:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","WN",19393,"N250WN",10721,"MA",13342,"MKE","WI",1600,1625,25,25,1,1,"1600-1659",1750,1822,32,32,1,2,"1700-1759",0,0,860,4,7,0,7,0,18,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",68720008176,"2015-01-04T21:00:00.000+0000","2015010419","2015-01-04T19:00:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T13:54:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:54:00.000+0000","2015010418",39,41,40,29.73,300,8,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.90457","2015-01-04T12:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-04T18:52:00.000+0000",12,19,17,29.27,310,22,0.75,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T23:50:00.000+0000","3.0","2015-01-04T18:20:00.000+0000","0.0","2015-01-04T20:30:00.000+0000",30,0,12.307692307692308,0.20512820512820512,10.461538461538462,0.26373626373626374,13.411764705882353,0.3235294117647059,24.4,0.4,"2015-01-04T21:25:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","US",20355,"N950UW",10721,"MA",12953,"LGA","NY",1600,1558,-2,0,0,-1,"1600-1659",1720,1753,33,33,1,2,"1700-1759",0,0,184,1,0,0,33,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",171799289779,"2015-01-04T21:00:00.000+0000","2015010419","2015-01-04T19:00:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T13:54:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:54:00.000+0000","2015010418",39,41,40,29.73,300,8,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-04T13:51:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:51:00.000+0000",49,52,50,29.71,250,15,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T22:20:00.000+0000","0.0","2015-01-04T19:00:00.000+0000","0.0","2015-01-04T20:06:00.000+0000",54,0,12.307692307692308,0.20512820512820512,10.461538461538462,0.26373626373626374,13.411764705882353,0.3235294117647059,24.4,0.4,"2015-01-04T20:58:00.000+0000","2015-01-04T20:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","DL",19790,"N333NW",10721,"MA",13487,"MSP","MN",1605,1612,7,7,0,0,"1600-1659",1833,1836,3,3,0,0,"1800-1859",0,0,1124,5,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",25769893434,"2015-01-04T21:05:00.000+0000","2015010419","2015-01-04T19:05:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T13:54:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:54:00.000+0000","2015010418",39,41,40,29.73,300,8,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-04T12:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",-14,-2,-3,29.47,290,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:33:00.000+0000","0.0","2015-01-04T17:35:00.000+0000","0.0","2015-01-04T20:22:00.000+0000",43,0,12.307692307692308,0.20512820512820512,10.988372093023257,0.27906976744186046,14.21875,0.34375,14.11111111111111,0.3333333333333333,"2015-01-04T21:12:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","AA",19805,"N3HBAA",10721,"MA",11298,"DFW","TX",1605,1605,0,0,0,0,"1600-1659",1940,2002,22,22,1,1,"1900-1959",0,0,1562,7,0,0,22,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",180388801479,"2015-01-04T21:05:00.000+0000","2015010419","2015-01-04T19:05:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T13:54:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:54:00.000+0000","2015010418",39,41,40,29.73,300,8,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-04T12:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",17,34,28,29.88,330,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T01:40:00.000+0000","9.0","2015-01-04T16:55:00.000+0000","0.0","2015-01-04T20:20:00.000+0000",45,0,12.307692307692308,0.20512820512820512,10.988372093023257,0.27906976744186046,14.21875,0.34375,14.11111111111111,0.3333333333333333,"2015-01-04T21:05:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","AA",19805,"N3MCAA",10721,"MA",12892,"LAX","CA",1610,1606,-4,0,0,-1,"1600-1659",1945,1943,-2,0,0,-1,"1900-1959",0,0,2611,11,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",249108388178,"2015-01-04T21:10:00.000+0000","2015010419","2015-01-04T19:10:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-04T10:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",42,60,51,29.98,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T03:45:00.000+0000","0.0","2015-01-04T14:55:00.000+0000","0.0","2015-01-04T20:15:00.000+0000",55,0,12.307692307692308,0.20512820512820512,10.988372093023257,0.27906976744186046,14.666666666666666,0.3333333333333333,14.11111111111111,0.3333333333333333,"2015-01-04T21:06:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","B6",20409,"N594JB",10721,"MA",12954,"LGB","CA",1610,1610,0,0,0,0,"1600-1659",1940,1932,-8,0,0,-1,"1900-1959",0,0,2602,11,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",120259759044,"2015-01-04T21:10:00.000+0000","2015010419","2015-01-04T19:10:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","9.4","33.8116","-118.1463","2015-01-04T10:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",39,60,50,30.29,330,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T03:40:00.000+0000","0.0","2015-01-04T15:00:00.000+0000","0.0","2015-01-04T20:19:00.000+0000",51,0,12.307692307692308,0.20512820512820512,10.988372093023257,0.27906976744186046,14.666666666666666,0.3333333333333333,14.11111111111111,0.3333333333333333,"2015-01-04T21:10:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","B6",20409,"N304JB",10721,"MA",14122,"PIT","PA",1615,1616,1,1,0,0,"1600-1659",1806,1826,20,20,1,1,"1800-1859",0,0,496,2,1,0,19,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",103079262893,"2015-01-04T21:15:00.000+0000","2015010419","2015-01-04T19:15:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2015-01-04T13:51:00","FM-15","7","0.0",null,"2015-01-04T18:51:00.000+0000",42,52,47,28.45,270,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T23:06:00.000+0000","0.0","2015-01-04T18:40:00.000+0000","0.0","2015-01-04T20:25:00.000+0000",50,0,12.307692307692308,0.20512820512820512,11.25,0.2857142857142857,14.666666666666666,0.3333333333333333,14.11111111111111,0.3333333333333333,"2015-01-04T21:16:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","DL",19790,"N945DN",10721,"MA",10397,"ATL","GA",1615,1612,-3,0,0,-1,"1600-1659",1921,1923,2,2,0,0,"1900-1959",0,0,946,4,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",163209093713,"2015-01-04T21:15:00.000+0000","2015010419","2015-01-04T19:15:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-04T13:52:00","FM-15","7","0.0",null,"2015-01-04T18:52:00.000+0000",55,64,59,28.96,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:21:00.000+0000","4.0","2015-01-04T17:59:00.000+0000","0.0","2015-01-04T20:32:00.000+0000",43,0,12.307692307692308,0.20512820512820512,11.25,0.2857142857142857,14.666666666666666,0.3333333333333333,14.11111111111111,0.3333333333333333,"2015-01-04T21:12:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","US",20355,"N509AY",10721,"MA",14107,"PHX","AZ",1620,1632,12,12,0,0,"1600-1659",2014,2046,32,32,1,2,"2000-2059",0,0,2300,10,5,0,20,0,7,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",68719486341,"2015-01-04T21:20:00.000+0000","2015010419","2015-01-04T19:20:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-04T11:51:00","FM-15","7","0.0",null,"2015-01-04T18:51:00.000+0000",31,55,44,29.16,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T03:14:00.000+0000","19.0","2015-01-04T18:15:00.000+0000","0.0","2015-01-04T20:21:00.000+0000",59,1,12.307692307692308,0.20512820512820512,11.385542168674698,0.2891566265060241,13.035714285714286,0.2857142857142857,15.875,0.375,"2015-01-04T21:32:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","B6",20409,"N709JB",10721,"MA",15304,"TPA","FL",1623,1629,6,6,0,0,"1600-1659",1957,2021,24,24,1,1,"1900-1959",0,0,1185,5,6,0,18,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",1074784,"2015-01-04T21:23:00.000+0000","2015010419","2015-01-04T19:23:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-04T13:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",69,79,72,30.18,200,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:57:00.000+0000","0.0","2015-01-04T17:12:00.000+0000","0.0","2015-01-04T20:18:00.000+0000",65,0,12.229299363057326,0.20382165605095542,11.385542168674698,0.2891566265060241,12.586206896551724,0.27586206896551724,14.5,0.375,"2015-01-04T21:29:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","WN",19393,"N357SW",10721,"MA",10397,"ATL","GA",1630,1712,42,42,1,2,"1600-1659",1935,2052,77,77,1,5,"1900-1959",0,0,946,4,23,0,35,0,19,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",231929166753,"2015-01-04T21:30:00.000+0000","2015010419","2015-01-04T19:30:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-04T13:52:00","FM-15","7","0.0",null,"2015-01-04T18:52:00.000+0000",55,64,59,28.96,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:35:00.000+0000","34.0","2015-01-04T18:30:00.000+0000","0.0","2015-01-04T21:00:00.000+0000",30,1,12.119496855345911,0.20125786163522014,11.25,0.2857142857142857,12,0.25806451612903225,12.3,0.3,"2015-01-04T22:12:00.000+0000","2015-01-04T22:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","WN",19393,"N8328A",10721,"MA",13232,"MDW","IL",1635,1634,-1,0,0,-1,"1600-1659",1830,1851,21,21,1,1,"1800-1859",0,0,861,4,0,0,21,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",17180215544,"2015-01-04T21:35:00.000+0000","2015010419","2015-01-04T19:35:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-04T13:04:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-04T19:04:00.000+0000",20,25,23,29.36,320,14,1,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-05T00:30:00.000+0000","1.0","2015-01-04T19:25:00.000+0000","0.0","2015-01-04T20:50:00.000+0000",45,0,12.894409937888199,0.2111801242236025,12.901234567901234,0.2962962962962963,16.28125,0.3125,22.181818181818183,0.36363636363636365,"2015-01-04T21:34:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","UA",19977,"N69816",10721,"MA",12266,"IAH","TX",1635,1718,43,43,1,2,"1600-1659",2005,2124,79,79,1,5,"2000-2059",0,0,1597,7,14,0,36,0,29,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",17180761681,"2015-01-04T21:35:00.000+0000","2015010419","2015-01-04T19:35:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-04T12:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",37,52,45,30.29,350,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T02:05:00.000+0000","50.0","2015-01-04T16:57:00.000+0000","0.0","2015-01-04T20:45:00.000+0000",50,1,12.894409937888199,0.2111801242236025,12.901234567901234,0.2962962962962963,16.28125,0.3125,22.181818181818183,0.36363636363636365,"2015-01-04T22:18:00.000+0000","2015-01-04T22:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","DL",19790,"N6713Y",10721,"MA",11433,"DTW","MI",1639,1647,8,8,0,0,"1600-1659",1901,1912,11,11,0,0,"1900-1959",0,0,632,3,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",111669931848,"2015-01-04T21:39:00.000+0000","2015010419","2015-01-04T19:39:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-04T13:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",30,35,33,29.03,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:01:00.000+0000","0.0","2015-01-04T18:55:00.000+0000","0.0","2015-01-04T20:49:00.000+0000",50,0,12.894409937888199,0.2111801242236025,13.012658227848101,0.2911392405063291,17.96551724137931,0.3448275862068966,22.181818181818183,0.36363636363636365,"2015-01-04T21:47:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","WN",19393,"N363SW",10721,"MA",10821,"BWI","MD",1640,1648,8,8,0,0,"1600-1659",1815,1840,25,25,1,1,"1800-1859",0,0,369,2,8,0,17,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",197568505802,"2015-01-04T21:40:00.000+0000","2015010419","2015-01-04T19:40:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-04T13:54:00","FM-15","7","0.0",null,"2015-01-04T18:54:00.000+0000",52,57,54,29.59,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T23:15:00.000+0000","0.0","2015-01-04T18:40:00.000+0000","0.0","2015-01-04T21:05:00.000+0000",35,0,13.460122699386503,0.2147239263803681,14.148148148148149,0.2962962962962963,20.612903225806452,0.3548387096774194,27.846153846153847,0.38461538461538464,"2015-01-04T21:48:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","B6",20409,"N355JB",10721,"MA",13204,"MCO","FL",1650,1651,1,1,0,0,"1600-1659",2015,2038,23,23,1,1,"2000-2059",0,0,1121,5,1,0,22,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",8590366249,"2015-01-04T21:50:00.000+0000","2015010419","2015-01-04T19:50:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-04T13:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",68,84,73,30.06,210,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T01:15:00.000+0000","6.0","2015-01-04T17:15:00.000+0000","0.0","2015-01-04T20:50:00.000+0000",60,0,13.436363636363636,0.21818181818181817,14.3875,0.3,19.15625,0.34375,31.75,0.5,"2015-01-04T21:51:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","B6",20409,"N641JB",10721,"MA",14771,"SFO","CA",1653,2044,231,231,1,12,"1600-1659",2045,12,207,207,1,12,"2000-2059",0,0,2704,11,203,0,0,0,4,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",137439962517,"2015-01-04T21:53:00.000+0000","2015010419","2015-01-04T19:53:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:10:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |","2015-01-04T19:10:00.000+0000","2015010419",39,39,39,29.7,290,5,0.5,"-RA:02 BR:1 ","s RA s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-04T10:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-04T18:56:00.000+0000",40,50,45,30.39,0,0,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:45:00.000+0000","0.0","2015-01-04T19:30:00.000+0000","0.0","2015-01-05T00:44:00.000+0000",-171,0,13.436363636363636,0.21818181818181817,14.3875,0.3,19.15625,0.34375,31.75,0.5,"2015-01-05T01:44:00.000+0000","2015-01-05T01:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","EV",20366,"N709EV",10721,"MA",11193,"CVG","KY",1654,1657,3,3,0,0,"1600-1659",1925,1959,34,34,1,2,"1900-1959",0,0,752,4,3,0,31,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",17180759659,"2015-01-04T21:54:00.000+0000","2015010419","2015-01-04T19:54:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:54:00","FM-15","7","0.0","BR:1 |s |","2015-01-04T19:54:00.000+0000","2015010419",39,40,40,29.69,310,5,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2015-01-04T14:52:00","FM-15","7","0.0",null,"2015-01-04T19:52:00.000+0000",30,39,35,29.05,250,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:25:00.000+0000","10.0","2015-01-04T19:30:00.000+0000","0.0","2015-01-04T21:01:00.000+0000",53,0,13.55421686746988,0.22289156626506024,14.617283950617283,0.30864197530864196,19.575757575757574,0.36363636363636365,31.846153846153847,0.5384615384615384,"2015-01-04T21:57:00.000+0000","2015-01-04T21:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","WN",19393,"N8643A",10721,"MA",11292,"DEN","CO",1655,1858,123,123,1,8,"1600-1659",1955,2155,120,120,1,8,"1900-1959",0,0,1754,8,87,0,0,0,33,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",171799944519,"2015-01-04T21:55:00.000+0000","2015010419","2015-01-04T19:55:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:54:00","FM-15","7","0.0","BR:1 |s |","2015-01-04T19:54:00.000+0000","2015010419",39,40,40,29.69,310,5,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T12:53:00","FM-15","7","0.0",null,"2015-01-04T19:53:00.000+0000",6,13,11,24.69,230,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T02:55:00.000+0000","31.0","2015-01-04T17:15:00.000+0000","0.0","2015-01-04T21:05:00.000+0000",50,1,13.55421686746988,0.22289156626506024,14.617283950617283,0.30864197530864196,19.575757575757574,0.36363636363636365,31.846153846153847,0.5384615384615384,"2015-01-04T23:58:00.000+0000","2015-01-04T23:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","BOS",1,1,4,7,"2015-01-04","B6",20409,"N657JB",10721,"MA",14679,"SAN","CA",1659,1713,14,14,0,0,"1600-1659",2030,2051,21,21,1,1,"2000-2059",0,0,2588,11,14,0,7,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",197568655896,"2015-01-04T21:59:00.000+0000","2015010419","2015-01-04T19:59:00.000+0000","2015010418","2015010417","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-04T14:54:00","FM-15","7","0.0","BR:1 |s |","2015-01-04T19:54:00.000+0000","2015010419",39,40,40,29.69,310,5,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-04T11:51:00","FM-15","7","0.0",null,"2015-01-04T19:51:00.000+0000",41,64,52,30.25,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:30:00.000+0000","0.0","2015-01-04T18:20:00.000+0000","0.0","2015-01-04T21:07:00.000+0000",52,0,13.55421686746988,0.22289156626506024,14.617283950617283,0.30864197530864196,20.1875,0.375,34.5,0.5833333333333334,"2015-01-04T22:13:00.000+0000","2015-01-04T22:00:00.000+0000",19,21,10,8,1.25,19,20,0.95,33,32,1.03125,53,50,1.06,69,69,1,88,89,0.9887640449438202,112,115,0.9739130434782609,137,139,0.9856115107913669,152,154,0.987012987012987,153,154,0.9935064935064936,153,154,0.9935064935064936,153,154,0.9935064935064936,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SAT",1,1,4,7,"2015-01-04","AA",19805,"N4XMAA",14683,"TX",11298,"DFW","TX",1505,1748,163,163,1,10,"1500-1559",1615,1852,157,157,1,10,"1600-1659",0,0,247,1,2,0,0,0,155,2015,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",249108776228,"2015-01-04T21:05:00.000+0000","2015010419","2015-01-04T19:05:00.000+0000","2015010418","2015010417","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-04T12:51:00","FM-15","7","0.0",null,"2015-01-04T18:51:00.000+0000","2015010418",34,54,45,29.56,20,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-04T12:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",17,34,28,29.88,330,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T22:15:00.000+0000","0.0","2015-01-04T19:15:00.000+0000","0.0","2015-01-04T20:25:00.000+0000",40,0,22.106382978723403,0.2978723404255319,30.225806451612904,0.3870967741935484,54.4375,0.6875,50.285714285714285,0.7142857142857143,"2015-01-04T23:48:00.000+0000","2015-01-04T23:00:00.000+0000",4,4,7,7,1,7,13,0.5384615384615384,11,16,0.6875,18,24,0.75,22,28,0.7857142857142857,27,32,0.84375,37,44,0.8409090909090909,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SAT",1,1,4,7,"2015-01-04","WN",19393,"N262WN",14683,"TX",15304,"TPA","FL",1530,1555,25,25,1,1,"1500-1559",1845,1859,14,14,0,0,"1800-1859",0,0,972,4,0,0,0,0,0,2015,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",60130609242,"2015-01-04T21:30:00.000+0000","2015010419","2015-01-04T19:30:00.000+0000","2015010418","2015010417","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-04T12:51:00","FM-15","7","0.0",null,"2015-01-04T18:51:00.000+0000","2015010418",34,54,45,29.56,20,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-04T13:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",69,79,72,30.18,200,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T23:45:00.000+0000","0.0","2015-01-04T20:00:00.000+0000","0.0","2015-01-04T21:00:00.000+0000",30,0,22.857142857142858,0.30612244897959184,32.36666666666667,0.4,38.8125,0.6875,33.333333333333336,0.6666666666666666,"2015-01-04T21:55:00.000+0000","2015-01-04T21:00:00.000+0000",4,4,7,7,1,7,13,0.5384615384615384,11,16,0.6875,18,24,0.75,22,28,0.7857142857142857,27,32,0.84375,37,44,0.8409090909090909,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SAT",1,1,4,7,"2015-01-04","OO",20304,"N117SY",14683,"TX",14771,"SFO","CA",1540,1619,39,39,1,2,"1500-1559",1740,1757,17,17,1,1,"1700-1759",0,0,1482,6,0,0,0,0,17,2015,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",137439298041,"2015-01-04T21:40:00.000+0000","2015010419","2015-01-04T19:40:00.000+0000","2015010418","2015010417","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-04T12:51:00","FM-15","7","0.0",null,"2015-01-04T18:51:00.000+0000","2015010418",34,54,45,29.56,20,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-04T10:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-01-04T18:56:00.000+0000",40,50,45,30.39,0,0,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T01:40:00.000+0000","43.0","2015-01-04T17:54:00.000+0000","0.0","2015-01-04T21:05:00.000+0000",35,1,22.49019607843137,0.3137254901960784,31.1875,0.40625,36,0.6666666666666666,28.285714285714285,0.5714285714285714,"2015-01-04T22:19:00.000+0000","2015-01-04T22:00:00.000+0000",4,4,7,7,1,7,13,0.5384615384615384,11,16,0.6875,18,24,0.75,22,28,0.7857142857142857,27,32,0.84375,37,44,0.8409090909090909,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SAT",1,1,4,7,"2015-01-04","WN",19393,"N290WN",14683,"TX",12191,"HOU","TX",1550,1639,49,49,1,3,"1500-1559",1645,1737,52,52,1,3,"1600-1659",0,0,192,1,8,0,3,0,41,2015,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",206159104071,"2015-01-04T21:50:00.000+0000","2015010419","2015-01-04T19:50:00.000+0000","2015010418","2015010417","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-04T12:51:00","FM-15","7","0.0",null,"2015-01-04T18:51:00.000+0000","2015010418",34,54,45,29.56,20,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-04T12:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",37,51,45,30.33,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T22:45:00.000+0000","15.0","2015-01-04T19:00:00.000+0000","0.0","2015-01-04T21:20:00.000+0000",30,1,22.057692307692307,0.3076923076923077,30.242424242424242,0.3939393939393939,36,0.6666666666666666,21.6,0.4,"2015-01-04T22:39:00.000+0000","2015-01-04T22:00:00.000+0000",4,4,7,7,1,7,13,0.5384615384615384,11,16,0.6875,18,24,0.75,22,28,0.7857142857142857,27,32,0.84375,37,44,0.8409090909090909,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,41,47,0.8723404255319149,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SDF",1,1,4,7,"2015-01-04","WN",19393,"N901WN",14730,"KY",13232,"MDW","IL",1615,1656,41,41,1,2,"1600-1659",1635,1741,66,66,1,4,"1600-1659",0,0,271,2,23,0,25,0,18,2015,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",120259215654,"2015-01-04T21:15:00.000+0000","2015010419","2015-01-04T19:15:00.000+0000","2015010418","2015010417","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-04T13:56:00","FM-15","7","0.0",null,"2015-01-04T18:56:00.000+0000","2015010418",31,43,38,29.52,280,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-04T13:04:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-04T19:04:00.000+0000",20,25,23,29.36,320,14,1,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-04T22:35:00.000+0000","13.0","2015-01-04T19:00:00.000+0000","0.0","2015-01-04T20:50:00.000+0000",25,0,24.294117647058822,0.4117647058823529,34.083333333333336,0.5833333333333334,72,1,95,1,"2015-01-04T21:56:00.000+0000","2015-01-04T21:00:00.000+0000",3,4,0,2,0,2,4,0.5,5,6,0.8333333333333334,5,8,0.625,7,9,0.7777777777777778,9,11,0.8181818181818182,11,13,0.8461538461538461,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SDF",1,1,4,7,"2015-01-04","EV",20366,"N17146",14730,"KY",11292,"DEN","CO",1640,1722,42,42,1,2,"1600-1659",1755,1830,35,35,1,2,"1700-1759",0,0,1024,5,0,0,0,0,35,2015,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",171798823205,"2015-01-04T21:40:00.000+0000","2015010419","2015-01-04T19:40:00.000+0000","2015010418","2015010417","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-04T13:56:00","FM-15","7","0.0",null,"2015-01-04T18:56:00.000+0000","2015010418",31,43,38,29.52,280,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T11:53:00","FM-15","7","0.0",null,"2015-01-04T18:53:00.000+0000",5,12,10,24.7,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:55:00.000+0000","47.0","2015-01-04T18:59:00.000+0000","0.0","2015-01-04T21:10:00.000+0000",30,1,26.944444444444443,0.4444444444444444,40.083333333333336,0.6666666666666666,72,1,89.25,1,"2015-01-04T22:22:00.000+0000","2015-01-04T22:00:00.000+0000",3,4,0,2,0,2,4,0.5,5,6,0.8333333333333334,5,8,0.625,7,9,0.7777777777777778,9,11,0.8181818181818182,11,13,0.8461538461538461,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SDF",1,1,4,7,"2015-01-04","MQ",20398,"N851MQ",14730,"KY",12953,"LGA","NY",1645,1802,77,77,1,5,"1600-1659",1905,2015,70,70,1,4,"1900-1959",0,0,659,3,0,0,65,0,5,2015,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",111669791556,"2015-01-04T21:45:00.000+0000","2015010419","2015-01-04T19:45:00.000+0000","2015010418","2015010417","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-04T13:56:00","FM-15","7","0.0",null,"2015-01-04T18:56:00.000+0000","2015010418",31,43,38,29.52,280,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-04T13:51:00","FM-15","7","0.0","BR:1 ||","2015-01-04T18:51:00.000+0000",49,52,50,29.71,250,15,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:05:00.000+0000","0.0","2015-01-04T19:00:00.000+0000","0.0","2015-01-04T21:08:00.000+0000",37,0,26.944444444444443,0.4444444444444444,40.083333333333336,0.6666666666666666,72,1,42,1,"2015-01-04T23:02:00.000+0000","2015-01-04T23:00:00.000+0000",3,4,0,2,0,2,4,0.5,5,6,0.8333333333333334,5,8,0.625,7,9,0.7777777777777778,9,11,0.8181818181818182,11,13,0.8461538461538461,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T21:00:00.000+0000","SDF",1,1,4,7,"2015-01-04","DL",19790,"N979AT",14730,"KY",10397,"ATL","GA",1652,1651,-1,0,0,-1,"1600-1659",1820,1811,-9,0,0,-1,"1800-1859",0,0,321,2,0,0,0,0,0,2015,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",120259641560,"2015-01-04T21:52:00.000+0000","2015010419","2015-01-04T19:52:00.000+0000","2015010418","2015010417","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-04T13:56:00","FM-15","7","0.0",null,"2015-01-04T18:56:00.000+0000","2015010418",31,43,38,29.52,280,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-04T14:52:00","FM-15","7","0.0",null,"2015-01-04T19:52:00.000+0000",52,62,56,28.98,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T23:20:00.000+0000","0.0","2015-01-04T19:54:00.000+0000","0.0","2015-01-04T21:16:00.000+0000",36,0,26.944444444444443,0.4444444444444444,43.72727272727273,0.7272727272727273,72,1,42,1,"2015-01-04T21:51:00.000+0000","2015-01-04T21:00:00.000+0000",3,4,0,2,0,2,4,0.5,5,6,0.8333333333333334,5,8,0.625,7,9,0.7777777777777778,9,11,0.8181818181818182,11,13,0.8461538461538461,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,14,16,0.875,942,916,1816,2711,3582,4407,5248,5933,6410,6578,6622,6696,6825],["2015-01-04T22:00:00.000+0000","SBP",1,1,4,7,"2015-01-04","OO",20304,"N562SW",14698,"CA",14771,"SFO","CA",1420,1413,-7,0,0,-1,"1400-1459",1526,1510,-16,0,0,-2,"1500-1559",0,0,190,1,0,0,0,0,0,2015,"KSBP","SBP","San Luis County Regional Airport","San Luis Obispo","California","US",212,35.2368011475,-120.641998291,"America/Los_Angeles",163209093225,"2015-01-04T22:20:00.000+0000","2015010420","2015-01-04T20:20:00.000+0000","2015010419","2015010418","72289793206","SAN LUIS OBISPO MCCHESNEY FIELD, CA US","61.0","35.23722","-120.64139","2015-01-04T11:56:00","FM-15","7","0.0",null,"2015-01-04T19:56:00.000+0000","2015010419",37,58,48,30.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-04T11:56:00","FM-15","7","0.0",null,"2015-01-04T19:56:00.000+0000",38,51,45,30.37,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-04T23:26:00.000+0000","0.0","2015-01-04T20:45:00.000+0000","0.0","2015-01-04T21:54:00.000+0000",26,0,8.4,0.2,7.75,0.25,1,0,0,0,"2015-01-04T22:13:00.000+0000","2015-01-04T22:00:00.000+0000",1,1,0,0,null,1,1,1,2,1,2,3,2,1.5,3,3,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,948,864,1780,2680,3575,4446,5271,6112,6797,7274,7442,7486,7560],["2015-01-04T23:00:00.000+0000","GGG",1,1,4,7,"2015-01-04","MQ",20398,"N649MQ",11905,"TX",11298,"DFW","TX",1750,1808,18,18,1,1,"1700-1759",1840,1904,24,24,1,1,"1800-1859",0,0,140,1,0,0,6,0,18,2015,"KGGG","GGG","East Texas Regional Airport","Longview","Texas","US",365,32.3839988708,-94.7115020752,"America/Chicago",77310308466,"2015-01-04T23:50:00.000+0000","2015010421","2015-01-04T21:50:00.000+0000","2015010420","2015010419","72247003901","LONGVIEW E TEXAS REGIONAL AIRPORT, TX US","111.3","32.38472","-94.71167","2015-01-04T14:53:00","FM-15","7","0.0",null,"2015-01-04T20:53:00.000+0000","2015010420",23,41,34,30.08,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-04T14:53:00","FM-15","7","0.0",null,"2015-01-04T20:53:00.000+0000",18,37,30,29.9,340,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T00:40:00.000+0000","0.0","2015-01-04T22:35:00.000+0000","0.0","2015-01-04T23:23:00.000+0000",27,0,11,0,11,0,0,0,0,0,"2015-01-05T00:08:00.000+0000","2015-01-05T00:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,931,896,1760,2676,3576,4471,5342,6167,7008,7693,8170,8338,8382],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N37253",11292,"CO",12278,"ICT","KS",2000,2045,45,45,1,3,"2000-2059",2223,2259,36,36,1,2,"2200-2259",0,0,420,2,13,0,0,0,23,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",646104,"2015-01-05T03:00:00.000+0000","2015010501","2015-01-05T01:00:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","402.6","37.6475","-97.43","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",2,14,11,29.17,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:23:00.000+0000","42.0","2015-01-04T23:35:00.000+0000","0.0","2015-01-05T02:09:00.000+0000",51,1,48.45080091533181,0.6979405034324943,63.01990049751244,0.8159203980099502,67.72972972972973,0.8558558558558559,59.12820512820513,0.8461538461538461,"2015-01-05T03:45:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N750SA",11292,"CO",14869,"SLC","UT",2000,2211,131,131,1,8,"2000-2059",2125,2333,128,128,1,8,"2100-2159",0,0,391,2,11,0,0,0,117,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",206159760541,"2015-01-05T03:00:00.000+0000","2015010501","2015-01-05T01:00:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",24,30,28,26.06,340,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:25:00.000+0000","123.0","2015-01-05T00:35:00.000+0000","0.0","2015-01-05T02:25:00.000+0000",35,1,48.45080091533181,0.6979405034324943,63.01990049751244,0.8159203980099502,67.72972972972973,0.8558558558558559,59.12820512820513,0.8461538461538461,"2015-01-05T05:11:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N809UA",11292,"CO",14683,"SAT","TX",2000,2249,169,169,1,11,"2000-2059",2305,152,167,167,1,11,"2300-2359",0,0,794,4,167,0,0,0,0,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",34360585818,"2015-01-05T03:00:00.000+0000","2015010501","2015-01-05T01:00:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-04T18:51:00","FM-15","7","0.0",null,"2015-01-05T00:51:00.000+0000",27,45,38,29.67,40,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:05:00.000+0000","0.0","2015-01-04T23:56:00.000+0000","0.0","2015-01-05T02:08:00.000+0000",52,0,48.45080091533181,0.6979405034324943,63.01990049751244,0.8159203980099502,67.72972972972973,0.8558558558558559,59.12820512820513,0.8461538461538461,"2015-01-05T05:49:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","OO",20304,"N768SK",11292,"CO",11775,"FSD","SD",2000,2020,20,20,1,1,"2000-2059",2228,2250,22,22,1,1,"2200-2259",0,0,483,2,0,0,2,0,20,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",111670090788,"2015-01-05T03:00:00.000+0000","2015010501","2015-01-05T01:00:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago","72651014944","SIOUX FALLS FOSS FIELD, SD US","435.3","43.5778","-96.7539","2015-01-04T18:56:00","FM-15","7","0.0",null,"2015-01-05T00:56:00.000+0000",-8,-1,-2,29.02,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:28:00.000+0000","0.0","2015-01-05T01:26:00.000+0000","0.0","2015-01-05T02:19:00.000+0000",41,0,48.45080091533181,0.6979405034324943,63.01990049751244,0.8159203980099502,67.72972972972973,0.8558558558558559,59.12820512820513,0.8461538461538461,"2015-01-05T03:20:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N203WN",11292,"CO",10423,"AUS","TX",2000,19,259,259,1,12,"2000-2059",2305,319,254,254,1,12,"2300-2359",0,0,775,4,0,0,0,0,254,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",103080153491,"2015-01-05T03:00:00.000+0000","2015010501","2015-01-05T01:00:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",26,41,35,30.04,40,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:05:00.000+0000","302.0","2015-01-04T20:55:00.000+0000","0.0","2015-01-05T01:35:00.000+0000",85,1,48.45080091533181,0.6979405034324943,63.01990049751244,0.8159203980099502,67.72972972972973,0.8558558558558559,59.12820512820513,0.8461538461538461,"2015-01-04T07:19:00.000+0000","2015-01-04T07:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","EV",20366,"N12145",11292,"CO",12992,"LIT","AR",2001,2113,72,72,1,4,"2000-2059",2301,2359,58,58,1,3,"2300-2359",0,0,771,4,4,0,0,0,54,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",180388632006,"2015-01-05T03:01:00.000+0000","2015010501","2015-01-05T01:01:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",19,33,28,30.3,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:01:00.000+0000","63.0","2015-01-05T00:57:00.000+0000","0.0","2015-01-05T02:26:00.000+0000",35,1,49.06308411214953,0.7032710280373832,63.552763819095475,0.8190954773869347,67.33636363636364,0.8545454545454545,59.71052631578947,0.8421052631578947,"2015-01-05T04:13:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","OO",20304,"N679SA",11292,"CO",11109,"COS","CO",2003,2159,116,116,1,7,"2000-2059",2045,2224,99,99,1,6,"2000-2059",0,0,73,1,0,0,0,0,99,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",249108362369,"2015-01-05T03:03:00.000+0000","2015010501","2015-01-05T01:03:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.0","38.81","-104.6884","2015-01-04T17:54:00","FM-15","7","0.0",null,"2015-01-05T00:54:00.000+0000",14,24,21,24.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T03:45:00.000+0000","128.0","2015-01-05T00:26:00.000+0000","0.0","2015-01-05T02:10:00.000+0000",53,1,49.05348837209302,0.7046511627906977,63.615,0.82,66.97321428571429,0.8571428571428571,59.075,0.85,"2015-01-05T04:59:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N77431",11292,"CO",11298,"DFW","TX",2005,2201,116,116,1,7,"2000-2059",2306,43,97,97,1,6,"2300-2359",0,0,641,3,4,0,0,0,93,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",77310585393,"2015-01-05T03:05:00.000+0000","2015010501","2015-01-05T01:05:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",19,33,28,29.97,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:06:00.000+0000","121.0","2015-01-04T23:24:00.000+0000","0.0","2015-01-05T02:10:00.000+0000",55,1,49.682870370370374,0.7037037037037037,64.81683168316832,0.8168316831683168,69.50442477876106,0.8495575221238938,65.07142857142857,0.8333333333333334,"2015-01-05T05:01:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N438UA",11292,"CO",13871,"OMA","NE",2005,2106,61,61,1,4,"2000-2059",2230,2320,50,50,1,3,"2200-2259",0,0,472,2,31,0,0,0,19,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",51540115725,"2015-01-05T03:05:00.000+0000","2015010501","2015-01-05T01:05:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-04T18:52:00","FM-15","7","0.0",null,"2015-01-05T00:52:00.000+0000",-7,3,1,29.6,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:30:00.000+0000","43.0","2015-01-04T23:25:00.000+0000","0.0","2015-01-05T01:56:00.000+0000",69,1,49.682870370370374,0.7037037037037037,64.81683168316832,0.8168316831683168,69.50442477876106,0.8495575221238938,65.07142857142857,0.8333333333333334,"2015-01-05T04:06:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N804UA",11292,"CO",13487,"MSP","MN",2005,2033,28,28,1,1,"2000-2059",2301,2321,20,20,1,1,"2300-2359",0,0,680,3,20,0,0,0,0,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",17180513661,"2015-01-05T03:05:00.000+0000","2015010501","2015-01-05T01:05:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",-13,-4,-5,29.59,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:01:00.000+0000","2.0","2015-01-04T14:30:00.000+0000","0.0","2015-01-04T17:09:00.000+0000",596,0,49.682870370370374,0.7037037037037037,64.81683168316832,0.8168316831683168,69.50442477876106,0.8495575221238938,65.07142857142857,0.8333333333333334,"2015-01-05T03:33:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N453UA",11292,"CO",10423,"AUS","TX",2010,2012,2,2,0,0,"2000-2059",2312,2305,-7,0,0,-1,"2300-2359",0,0,775,4,0,0,0,0,0,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",42950945126,"2015-01-05T03:10:00.000+0000","2015010501","2015-01-05T01:10:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",26,41,35,30.04,40,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:12:00.000+0000","22.0","2015-01-04T21:15:00.000+0000","0.0","2015-01-05T01:13:00.000+0000",117,1,50.076036866359445,0.7073732718894009,65.48039215686275,0.8235294117647058,70.15789473684211,0.8596491228070176,66.91111111111111,0.8444444444444444,"2015-01-05T03:12:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N526UA",11292,"CO",12264,"IAD","VA",2011,2114,63,63,1,4,"2000-2059",118,201,43,43,1,2,"0001-0559",0,0,1452,6,19,0,0,0,24,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",111669934105,"2015-01-05T03:11:00.000+0000","2015010501","2015-01-05T01:11:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-01-04T19:52:00","FM-15","7","0.03",null,"2015-01-05T00:52:00.000+0000",50,52,51,29.5,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T06:18:00.000+0000","45.0","2015-01-04T23:32:00.000+0000","0.0","2015-01-05T02:03:00.000+0000",68,1,50.217592592592595,0.7083333333333334,65.48039215686275,0.8235294117647058,68.44545454545455,0.8636363636363636,68.09302325581395,0.8372093023255814,"2015-01-05T04:14:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","F9",20436,"N213FR",11292,"CO",15016,"STL","MO",2012,2205,113,113,1,7,"2000-2059",2305,59,114,114,1,7,"2300-2359",0,0,770,4,0,0,105,0,9,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",146029969107,"2015-01-05T03:12:00.000+0000","2015010501","2015-01-05T01:12:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-04T18:51:00","FM-15","7","0.0",null,"2015-01-05T00:51:00.000+0000",7,20,17,29.78,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:05:00.000+0000","100.0","2015-01-04T22:25:00.000+0000","0.0","2015-01-05T02:27:00.000+0000",45,1,50.217592592592595,0.7083333333333334,65.48039215686275,0.8235294117647058,69.0091743119266,0.8715596330275229,68.09302325581395,0.8372093023255814,"2015-01-05T05:05:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N8309C",11292,"CO",14679,"SAN","CA",2015,2022,7,7,0,0,"2000-2059",2140,2125,-15,0,0,-1,"2100-2159",0,0,853,4,0,0,0,0,0,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",154619476619,"2015-01-05T03:15:00.000+0000","2015010501","2015-01-05T01:15:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-04T16:51:00","FM-15","7","0.0",null,"2015-01-05T00:51:00.000+0000",46,62,54,30.24,340,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:40:00.000+0000","0.0","2015-01-04T22:05:00.000+0000","0.0","2015-01-05T02:10:00.000+0000",65,0,50.90552995391705,0.7096774193548387,66.78155339805825,0.8252427184466019,71.27272727272727,0.8727272727272727,73.93333333333334,0.8444444444444444,"2015-01-05T03:22:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","UA",19977,"N69830",11292,"CO",12266,"IAH","TX",2016,2040,24,24,1,1,"2000-2059",2334,2349,15,15,1,1,"2300-2359",0,0,862,4,12,0,0,0,3,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",68720388820,"2015-01-05T03:16:00.000+0000","2015010501","2015-01-05T01:16:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",31,42,38,30.45,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:34:00.000+0000","8.0","2015-01-05T00:00:00.000+0000","0.0","2015-01-05T02:21:00.000+0000",55,0,50.877598152424945,0.7090069284064665,66.08780487804879,0.824390243902439,71.27272727272727,0.8727272727272727,75.52380952380952,0.8571428571428571,"2015-01-05T03:40:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N764SW",11292,"CO",13232,"MDW","IL",2030,2219,109,109,1,7,"2000-2059",2340,123,103,103,1,6,"2300-2359",0,0,895,4,82,0,0,0,21,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",128849333655,"2015-01-05T03:30:00.000+0000","2015010501","2015-01-05T01:30:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",3,14,12,29.68,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:40:00.000+0000","83.0","2015-01-05T00:10:00.000+0000","0.0","2015-01-05T02:55:00.000+0000",35,1,51.993135011441645,0.7116704805491991,68.72330097087378,0.8349514563106796,75.16831683168317,0.8712871287128713,82.25,0.875,"2015-01-05T05:19:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N261WN",11292,"CO",14908,"SNA","CA",2030,2126,56,56,1,3,"2000-2059",2155,2231,36,36,1,2,"2100-2159",0,0,846,4,0,0,0,0,36,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",94490454373,"2015-01-05T03:30:00.000+0000","2015010501","2015-01-05T01:30:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2015-01-04T16:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",47,64,55,30.2,250,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:55:00.000+0000","20.0","2015-01-05T01:10:00.000+0000","0.0","2015-01-05T02:55:00.000+0000",35,1,51.993135011441645,0.7116704805491991,68.72330097087378,0.8349514563106796,75.16831683168317,0.8712871287128713,82.25,0.875,"2015-01-05T04:26:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","F9",20436,"N948FR",11292,"CO",12266,"IAH","TX",2035,2316,161,161,1,10,"2000-2059",2346,222,156,156,1,10,"2300-2359",0,0,862,4,0,0,0,0,156,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",171799542366,"2015-01-05T03:35:00.000+0000","2015010501","2015-01-05T01:35:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",31,42,38,30.45,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:46:00.000+0000","170.0","2015-01-05T00:48:00.000+0000","0.0","2015-01-05T02:51:00.000+0000",44,1,52.22374429223744,0.7168949771689498,69.3529411764706,0.8431372549019608,73.71844660194175,0.8737864077669902,82.7560975609756,0.8780487804878049,"2015-01-05T06:16:00.000+0000","2015-01-05T06:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","OO",20304,"N763SK",11292,"CO",13851,"OKC","OK",2035,2059,24,24,1,1,"2000-2059",2305,2323,18,18,1,1,"2300-2359",0,0,495,2,0,0,0,0,18,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",103080146603,"2015-01-05T03:35:00.000+0000","2015010501","2015-01-05T01:35:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2015-01-04T18:52:00","FM-15","7","0.0",null,"2015-01-05T00:52:00.000+0000",7,25,20,29.21,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:05:00.000+0000","19.0","2015-01-05T00:54:00.000+0000","0.0","2015-01-05T02:54:00.000+0000",41,1,52.22374429223744,0.7168949771689498,69.3529411764706,0.8431372549019608,73.71844660194175,0.8737864077669902,82.7560975609756,0.8780487804878049,"2015-01-05T03:59:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N439WN",11292,"CO",14683,"SAT","TX",2035,2145,70,70,1,4,"2000-2059",2340,38,58,58,1,3,"2300-2359",0,0,794,4,31,0,0,0,27,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",85900329031,"2015-01-05T03:35:00.000+0000","2015010501","2015-01-05T01:35:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-04T18:51:00","FM-15","7","0.0",null,"2015-01-05T00:51:00.000+0000",27,45,38,29.67,40,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:40:00.000+0000","32.0","2015-01-05T01:20:00.000+0000","0.0","2015-01-05T03:05:00.000+0000",30,1,52.22374429223744,0.7168949771689498,69.3529411764706,0.8431372549019608,73.71844660194175,0.8737864077669902,82.7560975609756,0.8780487804878049,"2015-01-05T04:45:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","F9",20436,"N943FR",11292,"CO",13871,"OMA","NE",2040,2158,78,78,1,5,"2000-2059",2300,18,78,78,1,5,"2300-2359",0,0,472,2,12,0,0,0,66,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",8590788915,"2015-01-05T03:40:00.000+0000","2015010501","2015-01-05T01:40:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-04T18:52:00","FM-15","7","0.0",null,"2015-01-05T00:52:00.000+0000",-7,3,1,29.6,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:00:00.000+0000","26.0","2015-01-03T00:45:00.000+0000","20.0","2015-01-03T03:23:00.000+0000",2897,1,52.642369020501135,0.7175398633257403,71.1356783919598,0.8442211055276382,74.87128712871286,0.8712871287128713,86.23684210526316,0.868421052631579,"2015-01-05T04:58:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N8643A",11292,"CO",10140,"ABQ","NM",2040,2252,132,132,1,8,"2000-2059",2155,2355,120,120,1,8,"2100-2159",0,0,349,2,11,0,0,0,109,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",197569744161,"2015-01-05T03:40:00.000+0000","2015010501","2015-01-05T01:40:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.5","35.0419","-106.6155","2015-01-04T17:52:00","FM-15","7","0.0",null,"2015-01-05T00:52:00.000+0000",23,32,29,25.04,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T04:55:00.000+0000","123.0","2015-01-04T21:55:00.000+0000","0.0","2015-01-05T02:55:00.000+0000",45,1,52.642369020501135,0.7175398633257403,71.1356783919598,0.8442211055276382,74.87128712871286,0.8712871287128713,86.23684210526316,0.868421052631579,"2015-01-05T05:52:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N425LV",11292,"CO",14107,"PHX","AZ",2045,2157,72,72,1,4,"2000-2059",2240,2340,60,60,1,4,"2200-2259",0,0,602,3,20,0,0,0,40,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",223338972364,"2015-01-05T03:45:00.000+0000","2015010501","2015-01-05T01:45:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-04T17:51:00","FM-15","7","0.0",null,"2015-01-05T00:51:00.000+0000",29,62,47,29.1,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:40:00.000+0000","40.0","2015-01-04T23:05:00.000+0000","0.0","2015-01-05T03:10:00.000+0000",35,1,53.17420814479638,0.7217194570135747,71.78282828282828,0.8434343434343434,77.22,0.87,86.07692307692308,0.8717948717948718,"2015-01-05T04:57:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N7716A",11292,"CO",12191,"HOU","TX",2050,2213,83,83,1,5,"2000-2059",5,131,86,86,1,5,"0001-0559",0,0,883,4,10,0,3,0,73,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",103079269050,"2015-01-05T03:50:00.000+0000","2015010501","2015-01-05T01:50:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000",33,46,40,30.48,360,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T06:05:00.000+0000","76.0","2015-01-05T00:50:00.000+0000","0.0","2015-01-05T03:20:00.000+0000",30,1,54.20581655480984,0.7293064876957495,73.39603960396039,0.8465346534653465,79.60377358490567,0.8867924528301887,92.15,0.875,"2015-01-05T05:13:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","OO",20304,"N693BR",11292,"CO",12255,"HYS","KS",2052,2256,124,124,1,8,"2000-2059",2309,105,116,116,1,7,"2300-2359",0,0,298,2,64,0,0,0,52,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",214749088458,"2015-01-05T03:52:00.000+0000","2015010501","2015-01-05T01:52:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T00:53:00.000+0000","2015010500",11,25,21,24.74,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHYS","HYS","Hays Regional Airport","Hays","Kansas","US",1999,38.84220123,-99.27320099,"America/Chicago","72451803968","HAYS MUNICIPAL AIRPORT, KS US","609.0","38.85","-99.26667","2015-01-04T19:35:00","FM-15","7","0.0",null,"2015-01-05T01:35:00.000+0000",-8,10,7,28.42,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:09:00.000+0000","0.0","2015-01-05T02:31:00.000+0000","0.0","2015-01-05T04:16:00.000+0000",-24,0,54.216517857142854,0.7299107142857143,73.32673267326733,0.8465346534653465,79.38613861386139,0.8811881188118812,100.63888888888889,0.8888888888888888,"2015-01-05T05:56:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N939WN",11292,"CO",13851,"OKC","OK",2055,2117,22,22,1,1,"2000-2059",2320,2345,25,25,1,1,"2300-2359",0,0,495,2,0,0,3,0,22,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",120259215645,"2015-01-05T03:55:00.000+0000","2015010501","2015-01-05T01:55:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000","2015010501",13,null,null,24.75,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2015-01-04T19:52:00","FM-15","7","0.0",null,"2015-01-05T01:52:00.000+0000",7,24,19,29.23,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:20:00.000+0000","23.0","2015-01-05T01:20:00.000+0000","0.0","2015-01-05T03:10:00.000+0000",45,1,54.18930957683742,0.7305122494432071,73.42574257425743,0.8465346534653465,79.58,0.88,99.05405405405405,0.8918918918918919,"2015-01-05T04:17:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","F9",20436,"N922FR",11292,"CO",13487,"MSP","MN",2055,2056,1,1,0,0,"2000-2059",2346,2359,13,13,0,0,"2300-2359",0,0,680,3,0,0,0,0,0,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",85899603253,"2015-01-05T03:55:00.000+0000","2015010501","2015-01-05T01:55:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000","2015010501",13,null,null,24.75,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-04T19:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000",-13,-4,-5,29.59,270,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:46:00.000+0000","76.0","2015-01-04T23:25:00.000+0000","79.0","2015-01-05T01:50:00.000+0000",125,1,54.18930957683742,0.7305122494432071,73.42574257425743,0.8465346534653465,79.58,0.88,99.05405405405405,0.8918918918918919,"2015-01-05T03:56:00.000+0000","2015-01-05T03:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","WN",19393,"N763SW",11292,"CO",12892,"LAX","CA",2055,2245,110,110,1,7,"2000-2059",2225,2349,84,84,1,5,"2200-2259",0,0,862,4,30,0,0,0,54,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",128850098941,"2015-01-05T03:55:00.000+0000","2015010501","2015-01-05T01:55:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000","2015010501",13,null,null,24.75,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-04T17:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000",52,57,54,29.92,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T06:25:00.000+0000","71.0","2015-01-05T01:45:00.000+0000","0.0","2015-01-05T03:25:00.000+0000",30,1,54.18930957683742,0.7305122494432071,73.42574257425743,0.8465346534653465,79.58,0.88,99.05405405405405,0.8918918918918919,"2015-01-05T05:45:00.000+0000","2015-01-05T05:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T03:00:00.000+0000","DEN",1,1,4,7,"2015-01-04","NK",20416,"N519NK",11292,"CO",11298,"DFW","TX",2058,2150,52,52,1,3,"2000-2059",2346,32,46,46,1,3,"2300-2359",0,0,641,3,0,0,46,0,0,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",128849785556,"2015-01-05T03:58:00.000+0000","2015010501","2015-01-05T01:58:00.000+0000","2015010500","2015010423","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-04T18:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000","2015010501",13,null,null,24.75,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-04T19:53:00","FM-15","7","0.0",null,"2015-01-05T01:53:00.000+0000",19,31,27,29.97,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T05:46:00.000+0000","66.0","2015-01-05T01:25:00.000+0000","0.0","2015-01-05T03:17:00.000+0000",41,1,54.310267857142854,0.7321428571428571,73.195,0.845,79.56701030927834,0.8865979381443299,103.79411764705883,0.9117647058823529,"2015-01-05T04:50:00.000+0000","2015-01-05T04:00:00.000+0000",41,29,26,37,0.7027027027027027,50,61,0.819672131147541,85,109,0.7798165137614679,114,135,0.8444444444444444,152,166,0.9156626506024096,196,199,0.9849246231155779,242,264,0.9166666666666666,290,319,0.9090909090909091,312,347,0.899135446685879,355,392,0.9056122448979592,366,414,0.8840579710144928,388,435,0.8919540229885058,660,962,1893,2841,3783,4679,5543,6459,7359,8254,9125,9950,10791],["2015-01-05T13:00:00.000+0000","RAP",1,1,5,1,"2015-01-05","OO",20304,"N964SW",14457,"SD",11292,"DEN","CO",600,551,-9,0,0,-1,"0600-0659",722,721,-1,0,0,-1,"0700-0759",0,0,300,2,0,0,0,0,0,2015,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",163209696149,"2015-01-05T13:00:00.000+0000","2015010511","2015-01-05T11:00:00.000+0000","2015010510","2015010509","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.2","44.04584","-103.05443","2015-01-05T03:52:00","FM-15","7","0.0",null,"2015-01-05T10:52:00.000+0000","2015010510",0,5,4,26.88,160,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-05T03:53:00","FM-15","7","0.0",null,"2015-01-05T10:53:00.000+0000",0,3,2,24.69,240,14,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T14:22:00.000+0000","23.0","2015-01-05T05:00:00.000+0000","28.0","2015-01-05T06:09:00.000+0000",411,1,0,0,0,0,0,0,0,0,"2015-01-05T12:51:00.000+0000","2015-01-05T12:00:00.000+0000",1,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,836,188,228,296,427,619,867,1337,1997,2736,3674,4636,5567],["2015-01-05T13:00:00.000+0000","RAP",1,1,5,1,"2015-01-05","OO",20304,"N449SW",14457,"SD",13487,"MSP","MN",630,631,1,1,0,0,"0600-0659",917,918,1,1,0,0,"0900-0959",0,0,489,2,0,0,0,0,0,2015,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",77309883000,"2015-01-05T13:30:00.000+0000","2015010511","2015-01-05T11:30:00.000+0000","2015010510","2015010509","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.2","44.04584","-103.05443","2015-01-05T03:52:00","FM-15","7","0.0",null,"2015-01-05T10:52:00.000+0000","2015010510",0,5,4,26.88,160,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-05T04:53:00","FM-15","7","0.0",null,"2015-01-05T10:53:00.000+0000",-19,-10,-11,29.64,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T15:17:00.000+0000","0.0","2015-01-05T00:30:00.000+0000","0.0","2015-01-05T02:15:00.000+0000",675,0,0,0,0,0,0,0,0,0,"2015-01-05T13:31:00.000+0000","2015-01-05T13:00:00.000+0000",1,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,836,188,228,296,427,619,867,1337,1997,2736,3674,4636,5567],["2015-01-05T14:00:00.000+0000","CPR",1,1,5,1,"2015-01-05","OO",20304,"N932SW",11122,"WY",11292,"DEN","CO",720,748,28,28,1,1,"0700-0759",832,859,27,27,1,1,"0800-0859",0,0,230,1,27,0,0,0,0,2015,"KCPR","CPR","Casper-Natrona County International Airport","Casper","Wyoming","US",5350,42.90800095,-106.4639969,"America/Denver",266288143536,"2015-01-05T14:20:00.000+0000","2015010512","2015-01-05T12:20:00.000+0000","2015010511","2015010510","72569024089","CASPER NATRONA CO AIRPORT, WY US","1620.9","42.89779","-106.47371","2015-01-05T04:53:00","FM-15","7","0.0",null,"2015-01-05T11:53:00.000+0000","2015010511",26,34,31,24.64,230,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-05T04:53:00","FM-15","7","0.0",null,"2015-01-05T11:53:00.000+0000",1,5,4,24.65,null,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T15:32:00.000+0000","27.0","2015-01-05T05:01:00.000+0000","22.0","2015-01-05T06:08:00.000+0000",492,1,195,1,0,0,0,0,0,0,"2015-01-05T14:48:00.000+0000","2015-01-05T14:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,1,0,null,1,0,null,1,1,1,905,517,705,745,813,944,1136,1384,1854,2514,3253,4191,5153],["2015-01-05T16:00:00.000+0000","LSE",1,1,5,1,"2015-01-05","MQ",20398,"N656MQ",13076,"WI",13930,"ORD","IL",1010,1101,51,51,1,3,"1000-1059",1135,1238,63,63,1,4,"1100-1159",0,0,215,1,0,0,12,0,51,2015,"KLSE","LSE","La Crosse Municipal Airport","La Crosse","Wisconsin","US",655,43.87900162,-91.25669861,"America/Chicago",8589981299,"2015-01-05T16:10:00.000+0000","2015010514","2015-01-05T14:10:00.000+0000","2015010513","2015010512","72643014920","LA CROSSE MUNICIPAL AIRPORT, WI US","198.7","43.8788","-91.2527","2015-01-05T07:53:00","FM-15","7","0.0",null,"2015-01-05T13:53:00.000+0000","2015010513",-18,-9,-10,29.88,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-05T07:51:00","FM-15","7","0.0",null,"2015-01-05T13:51:00.000+0000",-10,-3,-4,29.88,270,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T17:35:00.000+0000","0.0","2015-01-05T14:30:00.000+0000","0.0","2015-01-05T15:43:00.000+0000",27,0,0,0,0,0,0,0,0,0,"2015-01-05T17:01:00.000+0000","2015-01-05T17:00:00.000+0000",0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,939,836,1610,2127,2315,2355,2423,2554,2746,2994,3464,4124,4863],["2015-01-05T16:00:00.000+0000","PIT",1,1,5,1,"2015-01-05","DL",19790,"N916DL",14122,"PA",10397,"ATL","GA",1121,1150,29,29,1,1,"1100-1159",1316,1343,27,27,1,1,"1300-1359",0,0,526,3,20,0,0,0,7,2015,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",34359948324,"2015-01-05T16:21:00.000+0000","2015010514","2015-01-05T14:21:00.000+0000","2015010513","2015010512","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2015-01-05T08:51:00","FM-15","7","0.0",null,"2015-01-05T13:51:00.000+0000","2015010513",10,19,17,29.08,280,23,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-05T08:52:00","FM-15","7","0.0",null,"2015-01-05T13:52:00.000+0000",28,38,34,29.37,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T18:16:00.000+0000","11.0","2015-01-05T14:05:00.000+0000","0.0","2015-01-05T15:41:00.000+0000",40,0,12.37037037037037,0.1111111111111111,12.37037037037037,0.1111111111111111,14.347826086956522,0.13043478260869565,8.5,0.16666666666666666,"2015-01-05T16:50:00.000+0000","2015-01-05T16:00:00.000+0000",3,2,7,7,1,13,15,0.8666666666666667,22,23,0.9565217391304348,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,24,24,1,24,24,1,24,24,1,939,836,1610,2127,2315,2355,2423,2554,2746,2994,3464,4124,4863],["2015-01-05T16:00:00.000+0000","PIT",1,1,5,1,"2015-01-05","WN",19393,"N288WN",14122,"PA",10821,"BWI","MD",1150,1150,0,0,0,0,"1100-1159",1255,1243,-12,0,0,-1,"1200-1259",0,0,210,1,0,0,0,0,0,2015,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",206158688661,"2015-01-05T16:50:00.000+0000","2015010514","2015-01-05T14:50:00.000+0000","2015010513","2015010512","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2015-01-05T09:42:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-05T14:42:00.000+0000","2015010514",9,18,16,29.09,280,15,7,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-05T08:54:00","FM-15","7","0.0",null,"2015-01-05T13:54:00.000+0000",20,38,32,30.06,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T17:55:00.000+0000","0.0","2015-01-05T15:15:00.000+0000","0.0","2015-01-05T16:15:00.000+0000",35,0,11.928571428571429,0.10714285714285714,11.928571428571429,0.10714285714285714,16.5,0.15,12.5,0.25,"2015-01-05T16:50:00.000+0000","2015-01-05T16:00:00.000+0000",3,2,7,7,1,13,15,0.8666666666666667,22,23,0.9565217391304348,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,23,24,0.9583333333333334,24,24,1,24,24,1,24,24,1,939,836,1610,2127,2315,2355,2423,2554,2746,2994,3464,4124,4863],["2015-01-05T17:00:00.000+0000","ELP",1,1,5,1,"2015-01-05","WN",19393,"N640SW",11540,"TX",12889,"LAS","NV",1020,1219,119,119,1,7,"1000-1059",1110,1300,110,110,1,7,"1100-1159",0,0,583,3,110,0,0,0,0,2015,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver",42950393677,"2015-01-05T17:20:00.000+0000","2015010515","2015-01-05T15:20:00.000+0000","2015010514","2015010513","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1194.2","31.81111","-106.37583","2015-01-05T07:51:00","FM-15","7","0.0",null,"2015-01-05T14:51:00.000+0000","2015010514",21,29,26,26.44,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-05T06:56:00","FM-15","7","0.0",null,"2015-01-05T14:56:00.000+0000",20,38,31,28.11,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T19:10:00.000+0000","0.0","2015-01-05T17:05:00.000+0000","0.0","2015-01-05T18:10:00.000+0000",-50,0,1.875,0,1.875,0,1.875,0,2,0,"2015-01-05T19:19:00.000+0000","2015-01-05T19:00:00.000+0000",1,2,3,3,1,7,8,0.875,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,9,8,1.125,10,8,1.25,11,10,1.1,949,905,1741,2515,3032,3220,3260,3328,3459,3651,3899,4369,5029],["2015-01-05T17:00:00.000+0000","ELP",1,1,5,1,"2015-01-05","EV",20366,"N29917",11540,"TX",12266,"IAH","TX",1040,1039,-1,0,0,-1,"1000-1059",1331,1335,4,4,0,0,"1300-1359",0,0,667,3,0,0,0,0,0,2015,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver",257699181438,"2015-01-05T17:40:00.000+0000","2015010515","2015-01-05T15:40:00.000+0000","2015010514","2015010513","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1194.2","31.81111","-106.37583","2015-01-05T07:51:00","FM-15","7","0.0",null,"2015-01-05T14:51:00.000+0000","2015010514",21,29,26,26.44,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-05T08:53:00","FM-15","7","0.0",null,"2015-01-05T14:53:00.000+0000",25,33,30,30.56,20,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T19:31:00.000+0000","1.0","2015-01-05T15:07:00.000+0000","0.0","2015-01-05T17:10:00.000+0000",30,0,1.875,0,1.875,0,1.875,0,4,0,"2015-01-05T17:39:00.000+0000","2015-01-05T17:00:00.000+0000",1,2,3,3,1,7,8,0.875,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,9,8,1.125,10,8,1.25,11,10,1.1,949,905,1741,2515,3032,3220,3260,3328,3459,3651,3899,4369,5029],["2015-01-05T18:00:00.000+0000","LIH",1,1,5,1,"2015-01-05","HA",19690,"N476HA",12982,"HI",12173,"HNL","HI",831,840,9,9,0,0,"0800-0859",903,913,10,10,0,0,"0900-0959",0,0,102,1,0,0,0,0,0,2015,"PHLI","LIH","Lihue Airport","Lihue","Hawaii","US",153,21.9759998322,-159.3390045166,"Pacific/Honolulu",146028954529,"2015-01-05T18:31:00.000+0000","2015010516","2015-01-05T16:31:00.000+0000","2015010515","2015010514","91165022536","LIHUE WEATHER SERVICE OFFICE AIRPORT 1020.1, HI US","30.5","21.98389","-159.34056","2015-01-05T05:53:00","FM-15","7","0.0",null,"2015-01-05T15:53:00.000+0000","2015010515",53,60,56,29.77,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2015-01-05T05:53:00","FM-15","7","0.0",null,"2015-01-05T15:53:00.000+0000",56,60,58,29.89,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-05T19:03:00.000+0000","0.0","2015-01-05T17:26:00.000+0000","0.0","2015-01-05T18:03:00.000+0000",28,0,11.642857142857142,0.2857142857142857,0,0,0,0,0,0,"2015-01-05T18:40:00.000+0000","2015-01-05T18:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,3,4,0.75,6,6,1,8,9,0.8888888888888888,9,10,0.9,11,11,1,13,14,0.9285714285714286,951,951,1856,2692,3466,3983,4171,4211,4279,4410,4602,4850,5320],["2015-01-05T23:00:00.000+0000","SBA",1,1,5,1,"2015-01-05","OO",20304,"N224AG",14689,"CA",14747,"SEA","WA",1505,1503,-2,0,0,-1,"1500-1559",1733,1728,-5,0,0,-1,"1700-1759",0,0,908,4,0,0,0,0,0,2015,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles",8590706707,"2015-01-05T23:05:00.000+0000","2015010521","2015-01-05T21:05:00.000+0000","2015010520","2015010519","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.7","34.4258","-119.8425","2015-01-05T12:53:00","FM-15","7","0.0",null,"2015-01-05T20:53:00.000+0000","2015010520",35,72,54,30.16,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-05T12:53:00","FM-15","7","0.01","-DZ:01 BR:1 |DZ |","2015-01-05T20:53:00.000+0000",51,53,52,29.79,190,15,2,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T01:33:00.000+0000","0.0","2015-01-05T20:25:00.000+0000","0.0","2015-01-05T22:30:00.000+0000",35,0,9,0.125,17,0.25,22.666666666666668,0.3333333333333333,0,0,"2015-01-05T23:03:00.000+0000","2015-01-05T23:00:00.000+0000",2,2,1,1,1,3,2,1.5,3,3,1,3,3,1,4,4,1,4,5,0.8,6,7,0.8571428571428571,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,967,959,1927,2878,3827,4766,5717,6622,7458,8232,8749,8937,8977],["2015-01-05T23:00:00.000+0000","SBA",1,1,5,1,"2015-01-05","OO",20304,"N971SW",14689,"CA",11292,"DEN","CO",1531,1523,-8,0,0,-1,"1500-1559",1905,1847,-18,0,0,-2,"1900-1959",0,0,916,4,0,0,0,0,0,2015,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles",257699318848,"2015-01-05T23:31:00.000+0000","2015010521","2015-01-05T21:31:00.000+0000","2015010520","2015010519","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.7","34.4258","-119.8425","2015-01-05T12:53:00","FM-15","7","0.0",null,"2015-01-05T20:53:00.000+0000","2015010520",35,72,54,30.16,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-05T13:53:00","FM-15","7","0.0",null,"2015-01-05T20:53:00.000+0000",30,52,42,24.52,260,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T02:05:00.000+0000","0.0","2015-01-05T19:35:00.000+0000","0.0","2015-01-05T22:13:00.000+0000",78,0,9,0.125,17,0.25,0,0,0,0,"2015-01-05T23:23:00.000+0000","2015-01-05T23:00:00.000+0000",2,2,1,1,1,3,2,1.5,3,3,1,3,3,1,4,4,1,4,5,0.8,6,7,0.8571428571428571,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,967,959,1927,2878,3827,4766,5717,6622,7458,8232,8749,8937,8977],["2015-01-06T11:00:00.000+0000","MSP",1,1,6,2,"2015-01-06","US",20355,"N584UW",13487,"MN",11057,"CLT","NC",510,502,-8,0,0,-1,"0001-0559",846,836,-10,0,0,-1,"0800-0859",0,0,930,4,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",103079988578,"2015-01-06T11:10:00.000+0000","2015010609","2015-01-06T09:10:00.000+0000","2015010608","2015010607","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000","2015010608",-8,-4,-5,29.47,280,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-06T03:52:00","FM-15","7","0.0",null,"2015-01-06T08:52:00.000+0000",20,26,24,29.54,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:46:00.000+0000","0.0","2015-01-06T03:20:00.000+0000","0.0","2015-01-06T06:02:00.000+0000",308,0,33.50847457627118,0.4406779661016949,23.333333333333332,0.3333333333333333,51,1,0,0,"2015-01-06T11:02:00.000+0000","2015-01-06T11:00:00.000+0000",6,5,1,0,null,1,1,1,1,1,1,2,1,2,4,1,4,16,12,1.3333333333333333,29,15,1.9333333333333333,62,58,1.0689655172413792,71,61,1.1639344262295082,98,93,1.053763440860215,110,101,1.0891089108910892,130,123,1.056910569105691,530,44,133,279,493,837,1430,2061,2921,3887,4854,5854,6851],["2015-01-06T11:00:00.000+0000","MSP",1,1,6,2,"2015-01-06","EV",20366,"N17108",13487,"MN",12266,"IAH","TX",515,505,-10,0,0,-1,"0001-0559",820,758,-22,0,0,-2,"0800-0859",0,0,1034,5,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",206159690432,"2015-01-06T11:15:00.000+0000","2015010609","2015-01-06T09:15:00.000+0000","2015010608","2015010607","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000","2015010608",-8,-4,-5,29.47,280,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000",31,36,34,30.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:20:00.000+0000","43.0","2015-01-06T01:15:00.000+0000","43.0","2015-01-06T04:04:00.000+0000",431,1,33.495652173913044,0.43478260869565216,23.333333333333332,0.3333333333333333,51,1,0,0,"2015-01-06T11:05:00.000+0000","2015-01-06T11:00:00.000+0000",6,5,1,0,null,1,1,1,1,1,1,2,1,2,4,1,4,16,12,1.3333333333333333,29,15,1.9333333333333333,62,58,1.0689655172413792,71,61,1.1639344262295082,98,93,1.053763440860215,110,101,1.0891089108910892,130,123,1.056910569105691,530,44,133,279,493,837,1430,2061,2921,3887,4854,5854,6851],["2015-01-06T11:00:00.000+0000","MSP",1,1,6,2,"2015-01-06","DL",19790,"N946DN",13487,"MN",10397,"ATL","GA",530,527,-3,0,0,-1,"0001-0559",910,856,-14,0,0,-1,"0900-0959",0,0,907,4,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",240518573711,"2015-01-06T11:30:00.000+0000","2015010609","2015-01-06T09:30:00.000+0000","2015010608","2015010607","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000","2015010608",-8,-4,-5,29.47,280,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-06T03:52:00","FM-15","7","0.0",null,"2015-01-06T08:52:00.000+0000",23,32,29,29.25,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:10:00.000+0000","0.0","2015-01-05T23:00:00.000+0000","0.0","2015-01-06T02:18:00.000+0000",552,0,33.174311926605505,0.43119266055045874,23.333333333333332,0.3333333333333333,51,1,0,0,"2015-01-06T11:27:00.000+0000","2015-01-06T11:00:00.000+0000",6,5,1,0,null,1,1,1,1,1,1,2,1,2,4,1,4,16,12,1.3333333333333333,29,15,1.9333333333333333,62,58,1.0689655172413792,71,61,1.1639344262295082,98,93,1.053763440860215,110,101,1.0891089108910892,130,123,1.056910569105691,530,44,133,279,493,837,1430,2061,2921,3887,4854,5854,6851],["2015-01-06T11:00:00.000+0000","MSP",1,1,6,2,"2015-01-06","AA",19805,"N3GRAA",13487,"MN",13303,"MIA","FL",530,556,26,26,1,1,"0001-0559",1015,1016,1,1,0,0,"1000-1059",0,0,1501,7,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",42950060092,"2015-01-06T11:30:00.000+0000","2015010609","2015-01-06T09:30:00.000+0000","2015010608","2015010607","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000","2015010608",-8,-4,-5,29.47,280,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-06T03:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000",67,73,69,30.22,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:15:00.000+0000","46.0","2015-01-06T01:15:00.000+0000","39.0","2015-01-06T05:11:00.000+0000",379,1,33.174311926605505,0.43119266055045874,23.333333333333332,0.3333333333333333,51,1,0,0,"2015-01-06T11:56:00.000+0000","2015-01-06T11:00:00.000+0000",6,5,1,0,null,1,1,1,1,1,1,2,1,2,4,1,4,16,12,1.3333333333333333,29,15,1.9333333333333333,62,58,1.0689655172413792,71,61,1.1639344262295082,98,93,1.053763440860215,110,101,1.0891089108910892,130,123,1.056910569105691,530,44,133,279,493,837,1430,2061,2921,3887,4854,5854,6851],["2015-01-06T11:00:00.000+0000","MSP",1,1,6,2,"2015-01-06","F9",20436,"N912FR",13487,"MN",11292,"DEN","CO",545,544,-1,0,0,-1,"0001-0559",654,644,-10,0,0,-1,"0600-0659",0,0,680,3,0,0,0,0,0,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",180389959345,"2015-01-06T11:45:00.000+0000","2015010609","2015-01-06T09:45:00.000+0000","2015010608","2015010607","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000","2015010608",-8,-4,-5,29.47,280,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T01:53:00","FM-15","7","0.0",null,"2015-01-06T08:53:00.000+0000",29,32,31,24.83,130,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:54:00.000+0000","194.0","2015-01-06T03:40:00.000+0000","191.0","2015-01-06T05:29:00.000+0000",376,1,34.52884615384615,0.4423076923076923,24.75,0.375,51,1,0,0,"2015-01-06T11:44:00.000+0000","2015-01-06T11:00:00.000+0000",6,5,1,0,null,1,1,1,1,1,1,2,1,2,4,1,4,16,12,1.3333333333333333,29,15,1.9333333333333333,62,58,1.0689655172413792,71,61,1.1639344262295082,98,93,1.053763440860215,110,101,1.0891089108910892,130,123,1.056910569105691,530,44,133,279,493,837,1430,2061,2921,3887,4854,5854,6851],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","DL",19790,"N975AT",10721,"MA",12953,"LGA","NY",700,658,-2,0,0,-1,"0700-0759",819,820,1,1,0,0,"0800-0859",0,0,184,1,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",188978715133,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-06T04:51:00","FM-15","7","0.0",null,"2015-01-06T09:51:00.000+0000",1,20,16,30.36,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:19:00.000+0000","0.0","2015-01-06T01:00:00.000+0000","0.0","2015-01-06T02:18:00.000+0000",582,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:58:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","AA",19805,"N3ELAA",10721,"MA",12892,"LAX","CA",700,731,31,31,1,2,"0700-0759",1041,1055,14,14,0,0,"1000-1059",0,0,2611,11,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",154618829387,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-06T01:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",26,59,45,29.84,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T18:41:00.000+0000","189.0","2015-01-06T04:05:00.000+0000","188.0","2015-01-06T06:05:00.000+0000",355,1,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T12:31:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N190JB",10721,"MA",11433,"DTW","MI",700,658,-2,0,0,-1,"0700-0759",925,922,-3,0,0,-1,"0900-0959",0,0,632,3,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",85899393845,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-06T04:53:00","FM-15","7","0.01","-SN:03 BR:1 |SN |","2015-01-06T09:53:00.000+0000",4,8,7,29.57,220,5,2,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T14:25:00.000+0000","2.0","2015-01-05T10:50:00.000+0000","0.0","2015-01-05T13:19:00.000+0000",1361,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:58:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N804JB",10721,"MA",14679,"SAN","CA",700,700,0,0,0,0,"0700-0759",1036,1021,-15,0,0,-1,"1000-1059",0,0,2588,11,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",60129758602,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-06T01:51:00","FM-15","7","0.0",null,"2015-01-06T09:51:00.000+0000",32,55,45,30.15,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T18:36:00.000+0000","3.0","2015-01-06T06:22:00.000+0000","0.0","2015-01-06T10:00:00.000+0000",120,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T12:00:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N552JB",10721,"MA",15304,"TPA","FL",700,657,-3,0,0,-1,"0700-0759",1034,1023,-11,0,0,-1,"1000-1059",0,0,1185,5,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",120259256046,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-06T04:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",48,56,52,30.32,20,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:34:00.000+0000","0.0","2015-01-05T14:57:00.000+0000","0.0","2015-01-05T17:51:00.000+0000",1089,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:57:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N279JB",10721,"MA",12191,"HOU","TX",700,655,-5,0,0,-1,"0700-0759",1036,1038,2,2,0,0,"1000-1059",0,0,1609,7,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",646047,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T03:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",32,38,36,30.38,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T16:36:00.000+0000","44.0","2015-01-06T02:00:00.000+0000","38.0","2015-01-06T03:06:00.000+0000",534,1,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:55:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","US",20355,"N544UW",10721,"MA",14100,"PHL","PA",700,717,17,17,1,1,"0700-0759",845,1022,97,97,1,6,"0800-0859",0,0,280,2,17,0,80,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",171799711892,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000",-2,22,17,30.36,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:45:00.000+0000","0.0","2015-01-06T05:50:00.000+0000","0.0","2015-01-06T10:31:00.000+0000",89,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T12:17:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N274JB",10721,"MA",11298,"DFW","TX",700,659,-1,0,0,-1,"0700-0759",1034,1027,-7,0,0,-1,"1000-1059",0,0,1562,7,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",34360756064,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-06T03:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",28,36,33,29.67,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T16:34:00.000+0000","0.0","2015-01-06T01:40:00.000+0000","0.0","2015-01-06T03:05:00.000+0000",535,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:59:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","US",20355,"N952UW",10721,"MA",12953,"LGA","NY",700,656,-4,0,0,-1,"0700-0759",822,756,-26,0,0,-2,"0800-0859",0,0,184,1,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",34360312499,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-06T04:51:00","FM-15","7","0.0",null,"2015-01-06T09:51:00.000+0000",1,20,16,30.36,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:22:00.000+0000","0.0","2015-01-06T00:00:00.000+0000","0.0","2015-01-06T01:12:00.000+0000",648,0,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:56:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","US",20355,"N746UW",10721,"MA",11278,"DCA","VA",700,659,-1,0,0,-1,"0700-0759",846,915,29,29,1,1,"0800-0859",0,0,399,2,0,0,29,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",25770405289,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-06T04:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T09:52:00.000+0000",16,25,22,30.34,360,7,2,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T13:46:00.000+0000","41.0","2015-01-06T03:45:00.000+0000","42.0","2015-01-06T04:58:00.000+0000",422,1,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:59:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","EV",20366,"N604QX",10721,"MA",14524,"RIC","VA",700,656,-4,0,0,-1,"0700-0759",854,847,-7,0,0,-1,"0800-0859",0,0,474,2,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",120260227744,"2015-01-06T12:00:00.000+0000","2015010610","2015-01-06T10:00:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000",11,30,24,30.19,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:54:00.000+0000","45.0","2015-01-05T23:46:00.000+0000","24.0","2015-01-06T02:22:00.000+0000",578,1,15.525641025641026,0.28205128205128205,0,0,0,0,0,0,"2015-01-06T11:56:00.000+0000","2015-01-06T11:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","AA",19805,"N3BEAA",10721,"MA",13930,"ORD","IL",701,708,7,7,0,0,"0700-0759",905,920,15,15,1,1,"0900-0959",0,0,867,4,7,0,8,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",8590247878,"2015-01-06T12:01:00.000+0000","2015010610","2015-01-06T10:01:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-06T03:58:00","FM-16","7","0.0",null,"2015-01-06T09:58:00.000+0000",-3,1,0,29.56,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:05:00.000+0000","40.0","2015-01-06T01:05:00.000+0000","31.0","2015-01-06T04:16:00.000+0000",465,1,16.54794520547945,0.3013698630136986,0,0,0,0,0,0,"2015-01-06T12:08:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","WN",19393,"N278WN",10721,"MA",12191,"HOU","TX",705,705,0,0,0,0,"0700-0759",1100,1039,-21,0,0,-2,"1100-1159",0,0,1609,7,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",85899412039,"2015-01-06T12:05:00.000+0000","2015010610","2015-01-06T10:05:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T03:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",32,38,36,30.38,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T17:00:00.000+0000","0.0","2015-01-06T02:45:00.000+0000","0.0","2015-01-06T05:05:00.000+0000",420,0,16.5,0.2972972972972973,6.5,0,6.5,0,6.5,0,"2015-01-06T12:05:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","DL",19790,"N944DN",10721,"MA",10397,"ATL","GA",710,701,-9,0,0,-1,"0700-0759",1026,1016,-10,0,0,-1,"1000-1059",0,0,946,4,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",190127,"2015-01-06T12:10:00.000+0000","2015010610","2015-01-06T10:10:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-06T04:52:00","FM-15","7","0.0",null,"2015-01-06T09:52:00.000+0000",23,30,28,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:26:00.000+0000","0.0","2015-01-06T02:54:00.000+0000","0.0","2015-01-06T05:18:00.000+0000",412,0,16.816901408450704,0.29577464788732394,6.5,0,6.5,0,6.5,0,"2015-01-06T12:01:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","WN",19393,"N762SW",10721,"MA",10821,"BWI","MD",715,715,0,0,0,0,"0700-0759",900,947,47,47,1,3,"0900-0959",0,0,369,2,0,0,47,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",103079814538,"2015-01-06T12:15:00.000+0000","2015010610","2015-01-06T10:15:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-06T05:05:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-06T10:05:00.000+0000",12,21,19,30.24,320,9,1,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T14:00:00.000+0000","51.0","2015-01-06T02:10:00.000+0000","69.0","2015-01-06T04:20:00.000+0000",475,1,15.985507246376812,0.30434782608695654,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:15:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N334JB",10721,"MA",13930,"ORD","IL",715,714,-1,0,0,-1,"0700-0759",917,917,0,0,0,0,"0900-0959",0,0,867,4,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",197568656143,"2015-01-06T12:15:00.000+0000","2015010610","2015-01-06T10:15:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-06T03:58:00","FM-16","7","0.0",null,"2015-01-06T09:58:00.000+0000",-3,1,0,29.56,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:17:00.000+0000","54.0","2015-01-06T03:55:00.000+0000","52.0","2015-01-06T04:59:00.000+0000",436,1,15.985507246376812,0.30434782608695654,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:14:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","VX",21171,"N529VA",10721,"MA",12892,"LAX","CA",720,713,-7,0,0,-1,"0700-0759",1100,1055,-5,0,0,-1,"1100-1159",0,0,2611,11,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",188979828948,"2015-01-06T12:20:00.000+0000","2015010610","2015-01-06T10:20:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-06T01:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",26,59,45,29.84,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T19:00:00.000+0000","0.0","2015-01-06T05:45:00.000+0000","0.0","2015-01-06T11:05:00.000+0000",75,0,16.46268656716418,0.31343283582089554,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:13:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N179JB",10721,"MA",11278,"DCA","VA",720,717,-3,0,0,-1,"0700-0759",912,1118,126,126,1,8,"0900-0959",0,0,399,2,0,0,126,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",60129675285,"2015-01-06T12:20:00.000+0000","2015010610","2015-01-06T10:20:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-06T05:13:00","FM-16","7","0.01","-SN:03 |SN |","2015-01-06T10:13:00.000+0000",18,25,23,30.35,350,8,0.75,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T14:12:00.000+0000","6.0","2015-01-05T23:25:00.000+0000","1.0","2015-01-06T00:47:00.000+0000",693,0,16.46268656716418,0.31343283582089554,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:17:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N653JB",10721,"MA",13204,"MCO","FL",721,741,20,20,1,1,"0700-0759",1047,1100,13,13,0,0,"1000-1059",0,0,1121,5,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",34359871816,"2015-01-06T12:21:00.000+0000","2015010610","2015-01-06T10:21:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-06T04:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",53,56,54,30.19,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:47:00.000+0000","25.0","2015-01-05T15:10:00.000+0000","24.0","2015-01-05T19:10:00.000+0000",1031,1,13.11111111111111,0.2698412698412698,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:41:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","UA",19977,"N34460",10721,"MA",11618,"EWR","NJ",726,726,0,0,0,0,"0700-0759",852,833,-19,0,0,-2,"0800-0859",0,0,200,1,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",489420,"2015-01-06T12:26:00.000+0000","2015010610","2015-01-06T10:26:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-06T04:51:00","FM-15","7","0.0",null,"2015-01-06T09:51:00.000+0000",0,19,15,30.37,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:52:00.000+0000","33.0","2015-01-06T05:30:00.000+0000","0.0","2015-01-06T11:06:00.000+0000",80,1,13.11111111111111,0.2698412698412698,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:26:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","UA",19977,"N68836",10721,"MA",11292,"DEN","CO",729,752,23,23,1,1,"0700-0759",1025,1026,1,1,0,0,"1000-1059",0,0,1754,8,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",103079806058,"2015-01-06T12:29:00.000+0000","2015010610","2015-01-06T10:29:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",28,32,30,24.84,120,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T17:25:00.000+0000","17.0","2015-01-05T22:52:00.000+0000","0.0","2015-01-06T04:25:00.000+0000",484,1,13.11111111111111,0.2698412698412698,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,16.666666666666668,0.3333333333333333,"2015-01-06T12:52:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","US",20355,"N184US",10721,"MA",14100,"PHL","PA",730,724,-6,0,0,-1,"0700-0759",915,1101,106,106,1,7,"0900-0959",0,0,280,2,0,0,106,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",111669806842,"2015-01-06T12:30:00.000+0000","2015010610","2015-01-06T10:30:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000",-2,22,17,30.36,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:15:00.000+0000","15.0","2015-01-05T23:00:00.000+0000","10.0","2015-01-06T01:05:00.000+0000",685,1,14.71875,0.28125,41.5,0.5,41.5,0.5,41.5,0.5,"2015-01-06T12:24:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","AS",19930,"N565AS",10721,"MA",14747,"SEA","WA",735,725,-10,0,0,-1,"0700-0759",1115,1109,-6,0,0,-1,"1100-1159",0,0,2496,10,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",171799275151,"2015-01-06T12:35:00.000+0000","2015010610","2015-01-06T10:35:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-06T01:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",47,50,48,29.83,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T19:15:00.000+0000","0.0","2015-01-06T06:10:00.000+0000","0.0","2015-01-06T11:25:00.000+0000",70,0,14.693548387096774,0.27419354838709675,41.5,0.5,41.5,0.5,41.5,0.5,"2015-01-06T12:25:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N318JB",10721,"MA",14986,"SRQ","FL",741,735,-6,0,0,-1,"0700-0759",1121,1108,-13,0,0,-1,"1100-1159",0,0,1220,5,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",34360295583,"2015-01-06T12:41:00.000+0000","2015010610","2015-01-06T10:41:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSRQ","SRQ","Sarasota Bradenton International Airport","Sarasota/Bradenton","Florida","US",30,27.3953990936,-82.554397583,"America/New_York","72211512871","SARASOTA BRADENTON AIRPORT, FL US","8.5","27.40139","-82.55861","2015-01-06T04:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",52,56,54,30.26,40,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T16:21:00.000+0000","15.0","2015-01-06T02:50:00.000+0000","13.0","2015-01-06T03:58:00.000+0000",523,1,14.327868852459016,0.26229508196721313,33.2,0.4,33.2,0.4,33.2,0.4,"2015-01-06T12:35:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N354JB",10721,"MA",12478,"JFK","NY",745,746,1,1,0,0,"0700-0759",902,853,-9,0,0,-1,"0900-0959",0,0,187,1,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",257698758745,"2015-01-06T12:45:00.000+0000","2015010610","2015-01-06T10:45:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-06T04:51:00","FM-15","7","0.0",null,"2015-01-06T09:51:00.000+0000",-1,21,16,30.37,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:02:00.000+0000","10.0","2015-01-06T02:59:00.000+0000","5.0","2015-01-06T05:39:00.000+0000",426,0,13.873015873015873,0.25396825396825395,23.714285714285715,0.2857142857142857,23.714285714285715,0.2857142857142857,23.714285714285715,0.2857142857142857,"2015-01-06T12:46:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","AA",19805,"N5BVAA",10721,"MA",13303,"MIA","FL",750,745,-5,0,0,-1,"0700-0759",1132,1127,-5,0,0,-1,"1100-1159",0,0,1258,6,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",266287974347,"2015-01-06T12:50:00.000+0000","2015010610","2015-01-06T10:50:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T04:54:00","FM-15","7","0.0",null,"2015-01-06T09:54:00.000+0000","2015010609",-1,15,12,30.31,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-06T04:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",67,72,69,30.22,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T16:32:00.000+0000","0.0","2015-01-05T23:30:00.000+0000","0.0","2015-01-06T02:50:00.000+0000",600,0,13.163934426229508,0.22950819672131148,20.75,0.25,20.75,0.25,20.75,0.25,"2015-01-06T12:45:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","BOS",1,1,6,2,"2015-01-06","B6",20409,"N613JB",10721,"MA",14027,"PBI","FL",758,754,-4,0,0,-1,"0700-0759",1123,1116,-7,0,0,-1,"1100-1159",0,0,1197,5,0,0,0,0,0,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",171799077630,"2015-01-06T12:58:00.000+0000","2015010610","2015-01-06T10:58:00.000+0000","2015010609","2015010608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-06T05:54:00","FM-15","7","0.0",null,"2015-01-06T10:54:00.000+0000","2015010610",0,15,12,30.29,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-06T05:53:00","FM-15","7","0.0",null,"2015-01-06T10:53:00.000+0000",67,75,70,30.24,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T16:23:00.000+0000","0.0","2015-01-05T22:55:00.000+0000","0.0","2015-01-06T01:44:00.000+0000",674,0,13.11864406779661,0.22033898305084745,19.22222222222222,0.2222222222222222,19.22222222222222,0.2222222222222222,19.22222222222222,0.2222222222222222,"2015-01-06T12:54:00.000+0000","2015-01-06T12:00:00.000+0000",25,27,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,0,null,4,4,1,15,12,1.25,34,30,1.1333333333333333,58,49,1.183673469387755,78,77,1.0129870129870129,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","OMA",1,1,6,2,"2015-01-06","WN",19393,"N8651A",13871,"NE",15016,"STL","MO",605,602,-3,0,0,-1,"0600-0659",725,715,-10,0,0,-1,"0700-0759",0,0,342,2,0,0,0,0,0,2015,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",231929250535,"2015-01-06T12:05:00.000+0000","2015010610","2015-01-06T10:05:00.000+0000","2015010609","2015010608","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-06T03:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T09:52:00.000+0000","2015010609",4,8,7,29.43,330,14,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-06T03:51:00","FM-15","7","0.0",null,"2015-01-06T09:51:00.000+0000",14,28,24,29.47,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T13:25:00.000+0000","25.0","2015-01-06T01:30:00.000+0000","23.0","2015-01-06T02:50:00.000+0000",555,1,50.38461538461539,0.6153846153846154,0,0,0,0,0,0,"2015-01-06T12:02:00.000+0000","2015-01-06T12:00:00.000+0000",7,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,3,1,3,8,4,2,8,7,1.1428571428571428,10,10,1,16,13,1.2307692307692308,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","OMA",1,1,6,2,"2015-01-06","F9",20436,"N925FR",13871,"NE",11292,"DEN","CO",615,614,-1,0,0,-1,"0600-0659",700,709,9,9,0,0,"0700-0759",0,0,472,2,0,0,0,0,0,2015,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",146028955351,"2015-01-06T12:15:00.000+0000","2015010610","2015-01-06T10:15:00.000+0000","2015010609","2015010608","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-06T03:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T09:52:00.000+0000","2015010609",4,8,7,29.43,330,14,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",28,32,30,24.84,120,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:00:00.000+0000","112.0","2015-01-06T03:40:00.000+0000","110.0","2015-01-06T05:00:00.000+0000",435,1,52.166666666666664,0.5833333333333334,0,0,0,0,0,0,"2015-01-06T12:14:00.000+0000","2015-01-06T12:00:00.000+0000",7,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,3,1,3,8,4,2,8,7,1.1428571428571428,10,10,1,16,13,1.2307692307692308,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","OMA",1,1,6,2,"2015-01-06","UA",19977,"N78448",13871,"NE",11292,"DEN","CO",619,623,4,4,0,0,"0600-0659",705,705,0,0,0,0,"0700-0759",0,0,472,2,0,0,0,0,0,2015,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",68720247769,"2015-01-06T12:19:00.000+0000","2015010610","2015-01-06T10:19:00.000+0000","2015010609","2015010608","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-06T03:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T09:52:00.000+0000","2015010609",4,8,7,29.43,330,14,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T02:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",28,32,30,24.84,120,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:05:00.000+0000","13.0","2015-01-06T02:20:00.000+0000","16.0","2015-01-06T05:42:00.000+0000",397,0,56.81818181818182,0.6363636363636364,0,0,0,0,0,0,"2015-01-06T12:23:00.000+0000","2015-01-06T12:00:00.000+0000",7,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,3,1,3,8,4,2,8,7,1.1428571428571428,10,10,1,16,13,1.2307692307692308,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","OMA",1,1,6,2,"2015-01-06","AA",19805,"N470AA",13871,"NE",11298,"DFW","TX",630,628,-2,0,0,-1,"0600-0659",835,821,-14,0,0,-1,"0800-0859",0,0,583,3,0,0,0,0,0,2015,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",85899945478,"2015-01-06T12:30:00.000+0000","2015010610","2015-01-06T10:30:00.000+0000","2015010609","2015010608","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-06T03:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T09:52:00.000+0000","2015010609",4,8,7,29.43,330,14,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-06T03:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",28,36,33,29.67,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:35:00.000+0000","52.0","2015-01-06T01:05:00.000+0000","60.0","2015-01-06T02:45:00.000+0000",585,1,56.81818181818182,0.6363636363636364,0,0,0,0,0,0,"2015-01-06T12:28:00.000+0000","2015-01-06T12:00:00.000+0000",7,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,3,1,3,8,4,2,8,7,1.1428571428571428,10,10,1,16,13,1.2307692307692308,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T12:00:00.000+0000","OMA",1,1,6,2,"2015-01-06","DL",19790,"N915DN",13871,"NE",13487,"MSP","MN",645,633,-12,0,0,-1,"0600-0659",805,814,9,9,0,0,"0800-0859",0,0,282,2,0,0,0,0,0,2015,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",206158849865,"2015-01-06T12:45:00.000+0000","2015010610","2015-01-06T10:45:00.000+0000","2015010609","2015010608","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-06T03:52:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T09:52:00.000+0000","2015010609",4,8,7,29.43,330,14,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T03:53:00","FM-15","7","0.0",null,"2015-01-06T09:53:00.000+0000",-8,-3,-4,29.47,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T14:05:00.000+0000","13.0","2015-01-06T01:44:00.000+0000","31.0","2015-01-06T03:03:00.000+0000",582,0,61.6,0.7,0,0,0,0,0,0,"2015-01-06T12:33:00.000+0000","2015-01-06T12:00:00.000+0000",7,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,0,null,2,0,null,3,1,3,8,4,2,8,7,1.1428571428571428,10,10,1,16,13,1.2307692307692308,676,29,73,162,308,522,866,1459,2090,2950,3916,4883,5883],["2015-01-06T14:00:00.000+0000","BDL",1,1,6,2,"2015-01-06","DL",19790,"N954DL",10529,"CT",11433,"DTW","MI",905,902,-3,0,0,-1,"0900-0959",1114,1053,-21,0,0,-2,"1100-1159",0,0,549,3,0,0,0,0,0,2015,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",68720466029,"2015-01-06T14:05:00.000+0000","2015010612","2015-01-06T12:05:00.000+0000","2015010611","2015010610","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-06T06:51:00","FM-15","7","0.0",null,"2015-01-06T11:51:00.000+0000","2015010611",1,15,12,30.13,220,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-06T06:53:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T11:53:00.000+0000",4,8,7,29.54,210,8,2,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T16:14:00.000+0000","20.0","2015-01-05T22:45:00.000+0000","0.0","2015-01-06T00:30:00.000+0000",815,1,7.294117647058823,0.058823529411764705,0.35714285714285715,0,0.35714285714285715,0,0.4444444444444444,0,"2015-01-06T14:02:00.000+0000","2015-01-06T14:00:00.000+0000",3,1,7,10,0.7,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,13,12,1.0833333333333333,13,12,1.0833333333333333,13,13,1,15,15,1,855,530,693,722,766,855,1001,1215,1559,2152,2783,3643,4609],["2015-01-06T14:00:00.000+0000","MDT",1,1,6,2,"2015-01-06","US",20355,"N762US",13230,"PA",11057,"CLT","NC",900,924,24,24,1,1,"0900-0959",1041,1133,52,52,1,3,"1000-1059",0,0,413,2,24,0,28,0,0,2015,"KMDT","MDT","Harrisburg International Airport","Harrisburg","Pennsylvania","US",310,40.1935005188,-76.7633972168,"America/New_York",103079360768,"2015-01-06T14:00:00.000+0000","2015010612","2015-01-06T12:00:00.000+0000","2015010611","2015010610","72399014711","MIDDLETOWN HARRISBURG INTERNATIONAL AIRPORT, PA US","95.1","40.1962","-76.7724","2015-01-06T06:56:00","FM-15","7","0.03","-SN:03 BR:1 |SN |","2015-01-06T11:56:00.000+0000","2015010611",12,16,15,29.99,80,3,1.25,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-06T06:52:00","FM-15","7","0.0",null,"2015-01-06T11:52:00.000+0000",21,32,28,29.46,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T15:41:00.000+0000","0.0","2015-01-06T00:45:00.000+0000","0.0","2015-01-06T02:09:00.000+0000",711,0,0,0,0,0,0,0,0,0,"2015-01-06T14:24:00.000+0000","2015-01-06T14:00:00.000+0000",1,1,1,2,0.5,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,3,2,1.5,3,2,1.5,855,530,693,722,766,855,1001,1215,1559,2152,2783,3643,4609],["2015-01-06T15:00:00.000+0000","ABI",1,1,6,2,"2015-01-06","MQ",20398,"N676MQ",10136,"TX",11298,"DFW","TX",930,926,-4,0,0,-1,"0900-0959",1025,1022,-3,0,0,-1,"1000-1059",0,0,158,1,0,0,0,0,0,2015,"KABI","ABI","Abilene Regional Airport","Abilene","Texas","US",1791,32.4113006592,-99.6819000244,"America/Chicago",120259824015,"2015-01-06T15:30:00.000+0000","2015010613","2015-01-06T13:30:00.000+0000","2015010612","2015010611","72266013962","ABILENE REGIONAL AIRPORT, TX US","545.6","32.4105","-99.6822","2015-01-06T06:52:00","FM-15","7","0.0",null,"2015-01-06T12:52:00.000+0000","2015010612",32,38,36,28.43,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-06T06:53:00","FM-15","7","0.0",null,"2015-01-06T12:53:00.000+0000",25,30,28,29.7,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T16:25:00.000+0000","138.0","2015-01-05T23:55:00.000+0000","142.0","2015-01-06T00:43:00.000+0000",887,1,24.5,0.5,24.5,0.5,24.5,0.5,49,1,"2015-01-06T15:26:00.000+0000","2015-01-06T15:00:00.000+0000",1,1,0,1,0,1,2,0.5,1,2,0.5,1,2,0.5,1,2,0.5,1,2,0.5,1,2,0.5,1,2,0.5,1,2,0.5,1,2,0.5,2,2,1,2,2,1,829,676,1206,1369,1398,1442,1531,1677,1891,2235,2828,3459,4319],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","US",20355,"N171US",14635,"FL",14100,"PHL","PA",1400,1548,108,108,1,7,"1400-1459",1642,1838,116,116,1,7,"1600-1659",0,0,993,4,0,0,116,0,0,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",257698377073,"2015-01-06T19:00:00.000+0000","2015010617","2015-01-06T17:00:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-06T11:54:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T16:54:00.000+0000",16,22,20,30.22,140,5,1.25,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T21:42:00.000+0000","0.0","2015-01-06T15:05:00.000+0000","0.0","2015-01-06T18:13:00.000+0000",47,0,11.714285714285714,0.2,11.714285714285714,0.2,21.72222222222222,0.3888888888888889,22,0.5,"2015-01-06T20:48:00.000+0000","2015-01-06T20:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","WN",19393,"N423WN",14635,"FL",11986,"GRR","MI",1410,1657,167,167,1,11,"1400-1459",1705,2006,181,181,1,12,"1700-1759",0,0,1147,5,10,0,14,0,157,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",85899968227,"2015-01-06T19:10:00.000+0000","2015010617","2015-01-06T17:10:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2015-01-06T11:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2015-01-06T16:53:00.000+0000",9,14,13,29.34,250,8,null,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T22:05:00.000+0000","139.0","2015-01-06T15:45:00.000+0000","0.0","2015-01-06T18:40:00.000+0000",30,1,11.38888888888889,0.19444444444444445,13.129032258064516,0.22580645161290322,19.61111111111111,0.3333333333333333,17.6,0.4,"2015-01-06T21:57:00.000+0000","2015-01-06T21:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","DL",19790,"N809DN",14635,"FL",13487,"MSP","MN",1413,1410,-3,0,0,-1,"1400-1459",1655,1658,3,3,0,0,"1600-1659",0,0,1416,6,0,0,0,0,0,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",94490000673,"2015-01-06T19:13:00.000+0000","2015010617","2015-01-06T17:13:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000",-6,3,2,29.44,250,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:55:00.000+0000","0.0","2015-01-06T15:01:00.000+0000","0.0","2015-01-06T18:18:00.000+0000",55,0,11.38888888888889,0.19444444444444445,13.129032258064516,0.22580645161290322,19.61111111111111,0.3333333333333333,17.6,0.4,"2015-01-06T19:10:00.000+0000","2015-01-06T19:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","B6",20409,"N588JB",14635,"FL",12478,"JFK","NY",1415,1527,72,72,1,4,"1400-1459",1701,1809,68,68,1,4,"1700-1759",0,0,1074,5,0,0,12,0,56,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",103080406269,"2015-01-06T19:15:00.000+0000","2015010617","2015-01-06T17:15:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-06T12:12:00","FM-16","7","0.02","-SN:03 |* |","2015-01-06T17:12:00.000+0000",16,21,20,30.22,0,0,0.5,"-SN:03 ","* ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:01:00.000+0000","0.0","2015-01-06T14:59:00.000+0000","0.0","2015-01-06T18:27:00.000+0000",48,0,11.38888888888889,0.19444444444444445,13.129032258064516,0.22580645161290322,19.61111111111111,0.3333333333333333,17.6,0.4,"2015-01-06T20:27:00.000+0000","2015-01-06T20:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","NK",20416,"N619NK",14635,"FL",13930,"ORD","IL",1429,1601,92,92,1,6,"1400-1459",1632,1823,111,111,1,7,"1600-1659",0,0,1120,5,0,0,111,0,0,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",51539995370,"2015-01-06T19:29:00.000+0000","2015010617","2015-01-06T17:29:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-06T10:51:00","FM-15","7","0.0",null,"2015-01-06T16:51:00.000+0000",-1,8,6,29.62,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:32:00.000+0000","88.0","2015-01-06T16:21:00.000+0000","0.0","2015-01-06T18:49:00.000+0000",40,1,13.552631578947368,0.21052631578947367,15.9375,0.25,22.9,0.35,27.571428571428573,0.42857142857142855,"2015-01-06T21:01:00.000+0000","2015-01-06T21:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","B6",20409,"N608JB",14635,"FL",10529,"BDL","CT",1449,1509,20,20,1,1,"1400-1459",1740,1823,43,43,1,2,"1700-1759",0,0,1180,5,5,0,23,0,15,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",137439452034,"2015-01-06T19:49:00.000+0000","2015010617","2015-01-06T17:49:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-06T12:29:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-06T17:29:00.000+0000",11,17,15,30.01,160,7,3,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T22:40:00.000+0000","0.0","2015-01-06T15:25:00.000+0000","0.0","2015-01-06T19:05:00.000+0000",44,0,14.439024390243903,0.2682926829268293,17.90625,0.34375,24.142857142857142,0.42857142857142855,34.857142857142854,0.7142857142857143,"2015-01-06T20:09:00.000+0000","2015-01-06T20:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","F9",20436,"N927FR",14635,"FL",15356,"TTN","NJ",1451,1620,89,89,1,5,"1400-1459",1719,1904,105,105,1,7,"1700-1759",0,0,1028,5,0,0,56,0,49,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",77310585355,"2015-01-06T19:51:00.000+0000","2015010617","2015-01-06T17:51:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T16:53:00.000+0000","2015010616",66,80,71,30.25,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTTN","TTN","Trenton Mercer Airport","Trenton","New Jersey","US",213,40.2766990662,-74.8134994507,"America/New_York","72409514792","TRENTON MERCER AIRPORT, NJ US","57.9","40.27679","-74.81594","2015-01-06T12:48:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-06T17:48:00.000+0000",14,19,18,29.95,180,6,1.5,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T22:19:00.000+0000","79.0","2015-01-06T16:05:00.000+0000","0.0","2015-01-06T19:11:00.000+0000",40,1,15.047619047619047,0.2857142857142857,18.575757575757574,0.36363636363636365,24.863636363636363,0.45454545454545453,35.5,0.75,"2015-01-06T21:20:00.000+0000","2015-01-06T21:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T19:00:00.000+0000","RSW",1,1,6,2,"2015-01-06","US",20355,"N165US",14635,"FL",11057,"CLT","NC",1455,1453,-2,0,0,-1,"1400-1459",1649,1705,16,16,1,1,"1600-1659",0,0,600,3,0,0,16,0,0,2015,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",206159617706,"2015-01-06T19:55:00.000+0000","2015010617","2015-01-06T17:55:00.000+0000","2015010616","2015010615","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",64,82,70,30.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-06T12:52:00","FM-15","7","0.0",null,"2015-01-06T17:52:00.000+0000",22,53,40,29.3,250,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T21:49:00.000+0000","0.0","2015-01-06T16:50:00.000+0000","0.0","2015-01-06T18:50:00.000+0000",65,0,15.047619047619047,0.2857142857142857,18.575757575757574,0.36363636363636365,24.863636363636363,0.45454545454545453,35.5,0.75,"2015-01-06T19:53:00.000+0000","2015-01-06T19:00:00.000+0000",6,8,6,3,2,14,14,1,17,17,1,19,21,0.9047619047619048,25,25,1,32,34,0.9411764705882353,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,944,902,1731,2586,3341,4017,4547,4710,4739,4783,4872,5018,5232],["2015-01-06T20:00:00.000+0000","MCI",1,1,6,2,"2015-01-06","WN",19393,"N359SW",13198,"MO",11292,"DEN","CO",1415,1444,29,29,1,1,"1400-1459",1505,1524,19,19,1,1,"1500-1559",0,0,533,3,12,0,0,0,7,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",85900115239,"2015-01-06T20:15:00.000+0000","2015010618","2015-01-06T18:15:00.000+0000","2015010617","2015010616","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",7,19,16,29.43,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",30,40,36,24.83,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:05:00.000+0000","2.0","2015-01-06T18:05:00.000+0000","0.0","2015-01-06T19:40:00.000+0000",35,0,10.415094339622641,0.18867924528301888,12.857142857142858,0.23809523809523808,16.176470588235293,0.35294117647058826,22.333333333333332,0.5,"2015-01-06T20:44:00.000+0000","2015-01-06T20:00:00.000+0000",6,6,4,4,1,11,13,0.8461538461538461,14,15,0.9333333333333333,21,22,0.9545454545454546,31,33,0.9393939393939394,43,44,0.9772727272727273,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MCI",1,1,6,2,"2015-01-06","EV",20366,"N15983",13198,"MO",12266,"IAH","TX",1415,1417,2,2,0,0,"1400-1459",1626,1612,-14,0,0,-1,"1600-1659",0,0,643,3,0,0,0,0,0,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",240518743011,"2015-01-06T20:15:00.000+0000","2015010618","2015-01-06T18:15:00.000+0000","2015010617","2015010616","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",7,19,16,29.43,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",33,57,46,30.3,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:26:00.000+0000","13.0","2015-01-06T18:05:00.000+0000","0.0","2015-01-06T19:42:00.000+0000",33,0,10.415094339622641,0.18867924528301888,12.857142857142858,0.23809523809523808,16.176470588235293,0.35294117647058826,22.333333333333332,0.5,"2015-01-06T20:17:00.000+0000","2015-01-06T20:00:00.000+0000",6,6,4,4,1,11,13,0.8461538461538461,14,15,0.9333333333333333,21,22,0.9545454545454546,31,33,0.9393939393939394,43,44,0.9772727272727273,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MCI",1,1,6,2,"2015-01-06","EV",20366,"N712EV",13198,"MO",12953,"LGA","NY",1423,1431,8,8,0,0,"1400-1459",1809,1925,76,76,1,5,"1800-1859",0,0,1107,5,8,0,68,0,0,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",8590421713,"2015-01-06T20:23:00.000+0000","2015010618","2015-01-06T18:23:00.000+0000","2015010617","2015010616","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",7,19,16,29.43,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-06T13:03:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-06T18:03:00.000+0000",12,21,19,30.16,230,7,3,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T23:09:00.000+0000","0.0","2015-01-06T13:14:00.000+0000","0.0","2015-01-06T16:45:00.000+0000",218,0,10.415094339622641,0.18867924528301888,12.857142857142858,0.23809523809523808,16.176470588235293,0.35294117647058826,26.8,0.6,"2015-01-06T20:31:00.000+0000","2015-01-06T20:00:00.000+0000",6,6,4,4,1,11,13,0.8461538461538461,14,15,0.9333333333333333,21,22,0.9545454545454546,31,33,0.9393939393939394,43,44,0.9772727272727273,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MCI",1,1,6,2,"2015-01-06","WN",19393,"N355SW",13198,"MO",12892,"LAX","CA",1425,1510,45,45,1,3,"1400-1459",1605,1618,13,13,0,0,"1600-1659",0,0,1363,6,0,0,0,0,0,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",240518677631,"2015-01-06T20:25:00.000+0000","2015010618","2015-01-06T18:25:00.000+0000","2015010617","2015010616","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",7,19,16,29.43,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-06T09:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",26,73,51,29.85,40,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:05:00.000+0000","27.0","2015-01-06T17:25:00.000+0000","0.0","2015-01-06T19:50:00.000+0000",35,1,10.24074074074074,0.18518518518518517,12.581395348837209,0.23255813953488372,15.333333333333334,0.3333333333333333,22.5,0.5,"2015-01-06T21:10:00.000+0000","2015-01-06T21:00:00.000+0000",6,6,4,4,1,11,13,0.8461538461538461,14,15,0.9333333333333333,21,22,0.9545454545454546,31,33,0.9393939393939394,43,44,0.9772727272727273,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MCI",1,1,6,2,"2015-01-06","EV",20366,"N14158",13198,"MO",11618,"EWR","NJ",1428,1525,57,57,1,3,"1400-1459",1815,1859,44,44,1,2,"1800-1859",0,0,1092,5,0,0,44,0,0,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",1365277,"2015-01-06T20:28:00.000+0000","2015010618","2015-01-06T18:28:00.000+0000","2015010617","2015010616","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",7,19,16,29.43,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-06T12:51:00","FM-15","7","0.01","-SN:03 |SN |","2015-01-06T17:51:00.000+0000",13,20,18,30.17,240,6,4,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T23:15:00.000+0000","50.0","2015-01-04T22:18:00.000+0000","88.0","2015-01-05T01:36:00.000+0000",2572,1,10.054545454545455,0.18181818181818182,12.581395348837209,0.23255813953488372,15.333333333333334,0.3333333333333333,19.285714285714285,0.42857142857142855,"2015-01-06T21:25:00.000+0000","2015-01-06T21:00:00.000+0000",6,6,4,4,1,11,13,0.8461538461538461,14,15,0.9333333333333333,21,22,0.9545454545454546,31,33,0.9393939393939394,43,44,0.9772727272727273,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MCI",1,1,6,2,"2015-01-06","US",20355,"N837AW",13198,"MO",14107,"PHX","AZ",1455,1447,-8,0,0,-1,"1400-1459",1645,1622,-23,0,0,-2,"1600-1659",0,0,1044,5,0,0,0,0,0,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",25770231410,"2015-01-06T20:55:00.000+0000","2015010618","2015-01-06T18:55:00.000+0000","2015010617","2015010616","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T18:53:00.000+0000","2015010618",7,20,17,29.42,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-06T11:51:00","FM-15","7","0.0",null,"2015-01-06T18:51:00.000+0000",29,70,51,29.06,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:45:00.000+0000","0.0","2015-01-06T16:55:00.000+0000","0.0","2015-01-06T19:35:00.000+0000",80,0,10.350877192982455,0.19298245614035087,12.428571428571429,0.23809523809523808,15.65,0.35,16.714285714285715,0.2857142857142857,"2015-01-06T20:47:00.000+0000","2015-01-06T20:00:00.000+0000",6,6,4,4,1,11,13,0.8461538461538461,14,15,0.9333333333333333,21,22,0.9545454545454546,31,33,0.9393939393939394,43,44,0.9772727272727273,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,48,50,0.96,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N8637A",13232,"IL",14679,"SAN","CA",1400,1453,53,53,1,3,"1400-1459",1630,1648,18,18,1,1,"1600-1659",0,0,1728,7,5,0,0,0,13,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",17180979724,"2015-01-06T20:00:00.000+0000","2015010618","2015-01-06T18:00:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-06T09:51:00","FM-15","7","0.0",null,"2015-01-06T17:51:00.000+0000",29,71,51,30.16,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:30:00.000+0000","22.0","2015-01-06T16:35:00.000+0000","0.0","2015-01-06T19:15:00.000+0000",45,1,37.27160493827161,0.6666666666666666,37.625,0.675,44.142857142857146,0.7714285714285715,46.333333333333336,0.7777777777777778,"2015-01-06T20:53:00.000+0000","2015-01-06T20:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N754SW",13232,"IL",11618,"EWR","NJ",1410,1528,78,78,1,5,"1400-1459",1715,1813,58,58,1,3,"1700-1759",0,0,711,3,0,33,0,0,25,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",17180358891,"2015-01-06T20:10:00.000+0000","2015010618","2015-01-06T18:10:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-06T12:51:00","FM-15","7","0.01","-SN:03 |SN |","2015-01-06T17:51:00.000+0000",13,20,18,30.17,240,6,4,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T22:15:00.000+0000","0.0","2015-01-06T17:35:00.000+0000","0.0","2015-01-06T19:50:00.000+0000",20,0,37.329268292682926,0.6707317073170732,40.28767123287671,0.7123287671232876,41.8,0.7666666666666667,55.42857142857143,0.8571428571428571,"2015-01-06T21:28:00.000+0000","2015-01-06T21:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N740SW",13232,"IL",11292,"DEN","CO",1415,1736,201,201,1,12,"1400-1459",1600,1920,200,200,1,12,"1600-1659",0,0,895,4,0,26,0,0,174,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",60129860440,"2015-01-06T20:15:00.000+0000","2015010618","2015-01-06T18:15:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",30,40,36,24.83,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:00:00.000+0000","172.0","2015-01-06T17:40:00.000+0000","0.0","2015-01-06T19:45:00.000+0000",30,1,37.329268292682926,0.6707317073170732,41.014084507042256,0.7183098591549296,41.8,0.7666666666666667,55.42857142857143,0.8571428571428571,"2015-01-06T23:36:00.000+0000","2015-01-06T23:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N743SW",13232,"IL",11697,"FLL","FL",1420,1457,37,37,1,2,"1400-1459",1820,1841,21,21,1,1,"1800-1859",0,0,1166,5,21,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",180388798603,"2015-01-06T20:20:00.000+0000","2015010618","2015-01-06T18:20:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",68,80,72,30.21,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:20:00.000+0000","13.0","2015-01-06T17:10:00.000+0000","0.0","2015-01-06T19:35:00.000+0000",45,0,37.329268292682926,0.6707317073170732,41.5,0.7285714285714285,44.642857142857146,0.8214285714285714,61.166666666666664,0.8333333333333334,"2015-01-06T20:57:00.000+0000","2015-01-06T20:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N491WN",13232,"IL",13487,"MSP","MN",1425,1509,44,44,1,2,"1400-1459",1555,1633,38,38,1,2,"1500-1559",0,0,349,2,14,0,0,0,24,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",180388716705,"2015-01-06T20:25:00.000+0000","2015010618","2015-01-06T18:25:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",-5,5,3,29.4,270,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T21:55:00.000+0000","0.0","2015-01-06T18:30:00.000+0000","0.0","2015-01-06T19:50:00.000+0000",35,0,37.329268292682926,0.6707317073170732,42.74626865671642,0.7313432835820896,44.642857142857146,0.8214285714285714,57.2,0.8,"2015-01-06T21:09:00.000+0000","2015-01-06T21:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N639SW",13232,"IL",13198,"MCI","MO",1430,1446,16,16,1,1,"1400-1459",1600,1620,20,20,1,1,"1600-1659",0,0,405,2,16,0,4,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",146029399308,"2015-01-06T20:30:00.000+0000","2015010618","2015-01-06T18:30:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",7,19,16,29.43,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:00:00.000+0000","0.0","2015-01-06T13:00:00.000+0000","0.0","2015-01-06T14:25:00.000+0000",365,0,38.54761904761905,0.6666666666666666,44.720588235294116,0.7352941176470589,47.56666666666667,0.8,66.14285714285714,0.7142857142857143,"2015-01-06T20:46:00.000+0000","2015-01-06T20:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N435WN",13232,"IL",13871,"OMA","NE",1440,1513,33,33,1,2,"1400-1459",1610,1638,28,28,1,1,"1600-1659",0,0,423,2,14,0,0,0,14,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",137439973561,"2015-01-06T20:40:00.000+0000","2015010618","2015-01-06T18:40:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-01-06T11:52:00","FM-15","7","0.0",null,"2015-01-06T17:52:00.000+0000",1,11,9,29.52,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:10:00.000+0000","0.0","2015-01-06T18:30:00.000+0000","0.0","2015-01-06T20:05:00.000+0000",35,0,38.36470588235294,0.6705882352941176,45.05882352941177,0.75,44.13793103448276,0.7931034482758621,73.5,0.8333333333333334,"2015-01-06T21:13:00.000+0000","2015-01-06T21:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N7727A",13232,"IL",14576,"ROC","NY",1445,1519,34,34,1,2,"1400-1459",1720,1740,20,20,1,1,"1700-1759",0,0,523,3,20,0,0,0,0,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",206159620115,"2015-01-06T20:45:00.000+0000","2015010618","2015-01-06T18:45:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000","2015010617",1,12,10,29.67,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KROC","ROC","Greater Rochester International Airport","Rochester","New York","US",559,43.1189002991,-77.6724014282,"America/New_York","72529014768","ROCHESTER GREATER INTERNATIONAL, NY US","164.3","43.11722","-77.67541","2015-01-06T13:26:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-06T18:26:00.000+0000",8,19,16,29.47,240,15,6,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-06T22:20:00.000+0000","6.0","2015-01-06T17:45:00.000+0000","0.0","2015-01-06T20:05:00.000+0000",40,0,38.58139534883721,0.6744186046511628,45.231884057971016,0.7536231884057971,43.241379310344826,0.7931034482758621,79.16666666666667,0.8333333333333334,"2015-01-06T21:19:00.000+0000","2015-01-06T21:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MDW",1,1,6,2,"2015-01-06","WN",19393,"N7745A",13232,"IL",12451,"JAX","FL",1455,1558,63,63,1,4,"1400-1459",1810,1852,42,42,1,2,"1800-1859",0,0,849,4,19,0,0,0,23,2015,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",60130397880,"2015-01-06T20:55:00.000+0000","2015010618","2015-01-06T18:55:00.000+0000","2015010617","2015010616","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T18:53:00.000+0000","2015010618",2,12,10,29.65,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2015-01-06T12:56:00","FM-15","7","0.0",null,"2015-01-06T17:56:00.000+0000",49,68,58,30.24,270,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:10:00.000+0000","26.0","2015-01-06T17:40:00.000+0000","0.0","2015-01-06T20:25:00.000+0000",30,1,38.06741573033708,0.6629213483146067,44.31944444444444,0.7361111111111112,43.03703703703704,0.7407407407407407,60.55555555555556,0.6666666666666666,"2015-01-06T21:58:00.000+0000","2015-01-06T21:00:00.000+0000",16,9,8,9,0.8888888888888888,32,18,1.7777777777777777,44,35,1.2571428571428571,54,56,0.9642857142857143,58,64,0.90625,74,80,0.925,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,76,81,0.9382716049382716,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T20:00:00.000+0000","MSO",1,1,6,2,"2015-01-06","OO",20304,"N659BR",13486,"MT",14869,"SLC","UT",1310,1314,4,4,0,0,"1300-1359",1435,1435,0,0,0,0,"1400-1459",0,0,436,2,0,0,0,0,0,2015,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",197568789777,"2015-01-06T20:10:00.000+0000","2015010618","2015-01-06T18:10:00.000+0000","2015010617","2015010616","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","972.9","46.9208","-114.0925","2015-01-06T11:06:00","FM-16","7","0.0","BR:1 ||","2015-01-06T18:06:00.000+0000","2015010618",32,32,32,27.04,130,6,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T17:53:00.000+0000",30,38,35,26.2,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T21:35:00.000+0000","0.0","2015-01-06T18:00:00.000+0000","0.0","2015-01-06T19:40:00.000+0000",30,0,0,0,0,0,0,0,0,0,"2015-01-06T20:14:00.000+0000","2015-01-06T20:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,1,2,0.5,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,929,848,1750,2579,3434,4189,4865,5395,5558,5587,5631,5720,5866],["2015-01-06T21:00:00.000+0000","BFL",1,1,6,2,"2015-01-06","OO",20304,"N479CA",10561,"CA",11292,"DEN","CO",1321,1311,-10,0,0,-1,"1300-1359",1645,1632,-13,0,0,-1,"1600-1659",0,0,845,4,0,0,0,0,0,2015,"KBFL","BFL","Meadows Field","Bakersfield","California","US",510,35.43360138,-119.0569992,"America/Los_Angeles",180389808482,"2015-01-06T21:21:00.000+0000","2015010619","2015-01-06T19:21:00.000+0000","2015010618","2015010617","72384023155","BAKERSFIELD AIRPORT, CA US","149.0","35.4344","-119.0542","2015-01-06T11:18:00","FM-16","7","0.0","HZ:7 |FU |HZ","2015-01-06T19:18:00.000+0000","2015010619",38,54,46,29.71,0,0,3,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T11:53:00","FM-15","7","0.0",null,"2015-01-06T18:53:00.000+0000",33,44,39,24.79,70,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:45:00.000+0000","0.0","2015-01-06T18:14:00.000+0000","0.0","2015-01-06T20:51:00.000+0000",30,0,2.75,0,2.75,0,0,0,0,0,"2015-01-06T21:11:00.000+0000","2015-01-06T21:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,4,3,1.3333333333333333,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,968,924,1772,2674,3503,4358,5113,5789,6319,6482,6511,6555,6644],["2015-01-06T21:00:00.000+0000","FAY",1,1,6,2,"2015-01-06","EV",20366,"N846AS",11641,"NC",10397,"ATL","GA",1629,1624,-5,0,0,-1,"1600-1659",1759,1748,-11,0,0,-1,"1700-1759",0,0,331,2,0,0,0,0,0,2015,"KFAY","FAY","Fayetteville Regional Grannis Field","Fayetteville","North Carolina","US",189,34.9911994934,-78.8803024292,"America/New_York",731749,"2015-01-06T21:29:00.000+0000","2015010619","2015-01-06T19:29:00.000+0000","2015010618","2015010617","72303593740","FAYETTEVILLE REGIONAL AIRPORT GRANNIS FIELD, NC US","56.7","34.99139","-78.88028","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T18:53:00.000+0000","2015010618",26,59,45,29.88,230,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-06T13:52:00","FM-15","7","0.0",null,"2015-01-06T18:52:00.000+0000",23,53,41,29.15,310,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T22:59:00.000+0000","0.0","2015-01-06T19:50:00.000+0000","0.0","2015-01-06T21:04:00.000+0000",25,0,0,0,0,0,0,0,0,0,"2015-01-06T21:24:00.000+0000","2015-01-06T21:00:00.000+0000",1,1,1,0,null,2,1,2,2,1,2,2,1,2,3,2,1.5,3,2,1.5,3,2,1.5,3,3,1,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,968,924,1772,2674,3503,4358,5113,5789,6319,6482,6511,6555,6644],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N915WN",11259,"TX",12889,"LAS","NV",1600,1612,12,12,0,0,"1600-1659",1700,1646,-14,0,0,-1,"1700-1759",0,0,1067,5,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",223339491769,"2015-01-06T22:00:00.000+0000","2015010620","2015-01-06T20:00:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-01-06T11:56:00","FM-15","7","0.0",null,"2015-01-06T19:56:00.000+0000",27,62,46,28.01,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T01:00:00.000+0000","0.0","2015-01-06T20:20:00.000+0000","0.0","2015-01-06T21:30:00.000+0000",30,0,9.155555555555555,0.2,12.806451612903226,0.2903225806451613,22.20689655172414,0.4827586206896552,39.9,0.8,"2015-01-06T22:12:00.000+0000","2015-01-06T22:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N446WN",11259,"TX",12191,"HOU","TX",1600,1612,12,12,0,0,"1600-1659",1705,1710,5,5,0,0,"1700-1759",0,0,239,1,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",25769810906,"2015-01-06T22:00:00.000+0000","2015010620","2015-01-06T20:00:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000",29,61,47,30.31,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:05:00.000+0000","0.0","2015-01-06T20:30:00.000+0000","0.0","2015-01-06T21:30:00.000+0000",30,0,9.155555555555555,0.2,12.806451612903226,0.2903225806451613,22.20689655172414,0.4827586206896552,39.9,0.8,"2015-01-06T22:12:00.000+0000","2015-01-06T22:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N700GS",11259,"TX",11540,"ELP","TX",1605,1628,23,23,1,1,"1600-1659",1655,1711,16,16,1,1,"1600-1659",0,0,562,3,0,0,0,0,16,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",94489880850,"2015-01-06T22:05:00.000+0000","2015010620","2015-01-06T20:05:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1194.2","31.81111","-106.37583","2015-01-06T12:51:00","FM-15","7","0.0",null,"2015-01-06T19:51:00.000+0000",23,56,42,26.31,20,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:55:00.000+0000","4.0","2015-01-06T17:45:00.000+0000","0.0","2015-01-06T21:15:00.000+0000",50,0,9.155555555555555,0.2,12.770491803278688,0.2786885245901639,25.76,0.56,47.125,0.875,"2015-01-06T22:28:00.000+0000","2015-01-06T22:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N789SW",11259,"TX",10693,"BNA","TN",1605,1633,28,28,1,1,"1600-1659",1745,1810,25,25,1,1,"1700-1759",0,0,623,3,8,0,0,0,17,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",171799203111,"2015-01-06T22:05:00.000+0000","2015010620","2015-01-06T20:05:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000",22,43,35,29.67,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:45:00.000+0000","24.0","2015-01-06T19:05:00.000+0000","0.0","2015-01-06T21:25:00.000+0000",40,1,9.155555555555555,0.2,12.770491803278688,0.2786885245901639,25.76,0.56,47.125,0.875,"2015-01-06T22:33:00.000+0000","2015-01-06T22:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N208WN",11259,"TX",10140,"ABQ","NM",1625,1710,45,45,1,3,"1600-1659",1715,1742,27,27,1,1,"1700-1759",0,0,580,3,9,0,0,0,18,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",146029627918,"2015-01-06T22:25:00.000+0000","2015010620","2015-01-06T20:25:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.5","35.0419","-106.6155","2015-01-06T12:52:00","FM-15","7","0.0",null,"2015-01-06T19:52:00.000+0000",22,52,39,25.02,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:15:00.000+0000","0.0","2015-01-06T21:00:00.000+0000","0.0","2015-01-06T21:55:00.000+0000",30,0,9.173913043478262,0.1956521739130435,14.035714285714286,0.30357142857142855,24.59259259259259,0.5185185185185185,44.714285714285715,0.5714285714285714,"2015-01-06T23:10:00.000+0000","2015-01-06T23:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N203WN",11259,"TX",15304,"TPA","FL",1630,1727,57,57,1,3,"1600-1659",1945,2034,49,49,1,3,"1900-1959",0,0,917,4,9,0,0,0,40,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",231929394446,"2015-01-06T22:30:00.000+0000","2015010620","2015-01-06T20:30:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-06T15:19:00","FM-16","7","0.0",null,"2015-01-06T20:19:00.000+0000",60,70,64,30.25,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:45:00.000+0000","51.0","2015-01-06T20:25:00.000+0000","0.0","2015-01-06T22:00:00.000+0000",30,1,10.042553191489361,0.20212765957446807,15.508771929824562,0.3157894736842105,26.59259259259259,0.5185185185185185,35.714285714285715,0.42857142857142855,"2015-01-06T23:27:00.000+0000","2015-01-06T23:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N778SW",11259,"TX",15016,"STL","MO",1640,1727,47,47,1,3,"1600-1659",1815,1901,46,46,1,3,"1800-1859",0,0,546,3,17,0,0,0,29,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",231928574763,"2015-01-06T22:40:00.000+0000","2015010620","2015-01-06T20:40:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-06T13:51:00","FM-15","7","0.0",null,"2015-01-06T19:51:00.000+0000",11,26,22,29.69,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:15:00.000+0000","31.0","2015-01-06T17:55:00.000+0000","0.0","2015-01-06T22:05:00.000+0000",35,1,11,0.21052631578947367,17.571428571428573,0.3392857142857143,31.076923076923077,0.5769230769230769,53.833333333333336,0.5,"2015-01-06T23:27:00.000+0000","2015-01-06T23:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N340LV",11259,"TX",14683,"SAT","TX",1645,1640,-5,0,0,-1,"1600-1659",1750,1737,-13,0,0,-1,"1700-1759",0,0,248,1,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",128850355338,"2015-01-06T22:45:00.000+0000","2015010620","2015-01-06T20:45:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-06T13:51:00","FM-15","7","0.0",null,"2015-01-06T19:51:00.000+0000",33,64,49,29.47,260,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:50:00.000+0000","0.0","2015-01-06T20:35:00.000+0000","0.0","2015-01-06T22:05:00.000+0000",40,0,10.885416666666666,0.20833333333333334,17.517857142857142,0.3392857142857143,31.076923076923077,0.5769230769230769,46.142857142857146,0.42857142857142855,"2015-01-06T22:40:00.000+0000","2015-01-06T22:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N397SW",11259,"TX",10397,"ATL","GA",1650,1704,14,14,0,0,"1600-1659",1950,2013,23,23,1,1,"1900-1959",0,0,721,3,11,0,9,0,3,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",214749552027,"2015-01-06T22:50:00.000+0000","2015010620","2015-01-06T20:50:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T19:53:00.000+0000","2015010619",33,58,47,29.8,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-06T14:52:00","FM-15","7","0.0",null,"2015-01-06T19:52:00.000+0000",26,53,42,29.14,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:50:00.000+0000","0.0","2015-01-06T21:15:00.000+0000","0.0","2015-01-06T22:20:00.000+0000",30,0,10.885416666666666,0.20833333333333334,17.703703703703702,0.3333333333333333,31.076923076923077,0.5769230769230769,46.142857142857146,0.42857142857142855,"2015-01-06T23:04:00.000+0000","2015-01-06T23:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T22:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","VX",21171,"N521VA",11259,"TX",12953,"LGA","NY",1655,1857,122,122,1,8,"1600-1659",2055,2318,143,143,1,9,"2000-2059",0,0,1381,6,0,0,143,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",731563,"2015-01-06T22:55:00.000+0000","2015010620","2015-01-06T20:55:00.000+0000","2015010619","2015010618","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-06T15:51:00","FM-15","7","0.0",null,"2015-01-06T20:51:00.000+0000",12,22,19,30.1,310,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T01:55:00.000+0000","359.0","2015-01-06T12:30:00.000+0000","384.0","2015-01-06T16:00:00.000+0000",415,1,10.885416666666666,0.20833333333333334,17.703703703703702,0.3333333333333333,31.076923076923077,0.5769230769230769,46.142857142857146,0.42857142857142855,"2015-01-07T00:57:00.000+0000","2015-01-07T00:00:00.000+0000",8,10,12,9,1.3333333333333333,18,19,0.9473684210526315,22,28,0.7857142857142857,36,38,0.9473684210526315,44,46,0.9565217391304348,59,61,0.9672131147540983,67,73,0.9178082191780822,85,89,0.9550561797752809,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,87,89,0.9775280898876404,961,944,1868,2716,3618,4447,5302,6057,6733,7263,7426,7455,7499],["2015-01-06T23:00:00.000+0000","BTV",1,1,6,2,"2015-01-06","B6",20409,"N304JB",10785,"VT",12478,"JFK","NY",1833,1945,72,72,1,4,"1800-1859",2000,2119,79,79,1,5,"2000-2059",0,0,266,2,4,0,7,0,68,2015,"KBTV","BTV","Burlington International Airport","Burlington","Vermont","US",335,44.4719009399,-73.1532974243,"America/New_York",25770233783,"2015-01-06T23:33:00.000+0000","2015010621","2015-01-06T21:33:00.000+0000","2015010620","2015010619","72617014742","BURLINGTON INTERNATIONAL AIRPORT, VT US","100.6","44.4683","-73.1499","2015-01-06T15:54:00","FM-15","7","0.01","-SN:03 |SN |","2015-01-06T20:54:00.000+0000","2015010620",7,15,13,29.67,180,10,6,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-06T15:51:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-06T20:51:00.000+0000",15,22,20,30.12,290,7,6,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-07T01:00:00.000+0000","0.0","2015-01-06T21:35:00.000+0000","0.0","2015-01-06T22:56:00.000+0000",37,0,14,0.2857142857142857,30.666666666666668,0.6666666666666666,0,0,0,0,"2015-01-07T00:45:00.000+0000","2015-01-07T00:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,2,1,2,3,3,1,3,3,1,3,3,1,4,4,1,4,4,1,4,6,0.6666666666666666,7,7,1,7,7,1,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N554WN",11259,"TX",12191,"HOU","TX",1700,1710,10,10,0,0,"1700-1759",1805,1812,7,7,0,0,"1800-1859",0,0,239,1,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",249108699222,"2015-01-06T23:00:00.000+0000","2015010621","2015-01-06T21:00:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",30,63,48,30.29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:05:00.000+0000","0.0","2015-01-06T21:20:00.000+0000","0.0","2015-01-06T22:25:00.000+0000",35,0,10.909090909090908,0.21212121212121213,17.696428571428573,0.3392857142857143,29.06896551724138,0.5517241379310345,35.8,0.4,"2015-01-06T23:10:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N520SW",11259,"TX",10279,"AMA","TX",1705,1701,-4,0,0,-1,"1700-1759",1820,1800,-20,0,0,-2,"1800-1859",0,0,323,2,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",146029402046,"2015-01-06T23:05:00.000+0000","2015010621","2015-01-06T21:05:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAMA","AMA","Rick Husband Amarillo International Airport","Amarillo","Texas","US",3607,35.2193984985,-101.7060012817,"America/Chicago","72363023047","AMARILLO AIRPORT, TX US","1098.5","35.2295","-101.7042","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",30,52,42,26.62,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:20:00.000+0000","0.0","2015-01-06T21:30:00.000+0000","0.0","2015-01-06T22:30:00.000+0000",35,0,10.909090909090908,0.21212121212121213,18.27777777777778,0.35185185185185186,30.107142857142858,0.5714285714285714,28.444444444444443,0.3333333333333333,"2015-01-06T23:01:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N650SW",11259,"TX",11292,"DEN","CO",1710,1707,-3,0,0,-1,"1700-1759",1815,1759,-16,0,0,-2,"1800-1859",0,0,651,3,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",103079360786,"2015-01-06T23:10:00.000+0000","2015010621","2015-01-06T21:10:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-06T13:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",36,48,42,24.78,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T01:15:00.000+0000","0.0","2015-01-06T19:35:00.000+0000","0.0","2015-01-06T22:05:00.000+0000",65,0,10.8,0.21,17.945454545454545,0.34545454545454546,29.06896551724138,0.5517241379310345,25.6,0.3,"2015-01-06T23:07:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N366SW",11259,"TX",13198,"MCI","MO",1710,1725,15,15,1,1,"1700-1759",1835,1849,14,14,0,0,"1800-1859",0,0,460,2,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",68720460884,"2015-01-06T23:10:00.000+0000","2015010621","2015-01-06T21:10:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",8,21,18,29.37,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:35:00.000+0000","72.0","2015-01-06T01:15:00.000+0000","70.0","2015-01-06T03:55:00.000+0000",1155,1,10.8,0.21,17.945454545454545,0.34545454545454546,29.06896551724138,0.5517241379310345,25.6,0.3,"2015-01-06T23:25:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N364SW",11259,"TX",12191,"HOU","TX",1730,1753,23,23,1,1,"1700-1759",1835,1852,17,17,1,1,"1800-1859",0,0,239,1,5,0,0,0,12,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",249108528622,"2015-01-06T23:30:00.000+0000","2015010621","2015-01-06T21:30:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",30,63,48,30.29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:35:00.000+0000","18.0","2015-01-06T21:10:00.000+0000","0.0","2015-01-06T23:00:00.000+0000",30,1,10.528846153846153,0.20192307692307693,17.57894736842105,0.3333333333333333,28.6,0.5333333333333333,20.916666666666668,0.25,"2015-01-06T23:53:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N459WN",11259,"TX",10821,"BWI","MD",1730,1814,44,44,1,2,"1700-1759",2115,2151,36,36,1,2,"2100-2159",0,0,1209,5,3,0,0,0,33,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",111669915890,"2015-01-06T23:30:00.000+0000","2015010621","2015-01-06T21:30:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-06T15:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000",19,27,24,29.97,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T02:15:00.000+0000","0.0","2015-01-06T22:00:00.000+0000","0.0","2015-01-06T23:00:00.000+0000",30,0,10.528846153846153,0.20192307692307693,17.57894736842105,0.3333333333333333,28.6,0.5333333333333333,20.916666666666668,0.25,"2015-01-07T00:14:00.000+0000","2015-01-07T00:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N955WN",11259,"TX",13495,"MSY","LA",1740,1751,11,11,0,0,"1700-1759",1855,1902,7,7,0,0,"1800-1859",0,0,436,2,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",152614,"2015-01-06T23:40:00.000+0000","2015010621","2015-01-06T21:40:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",31,60,47,30.33,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:55:00.000+0000","3.0","2015-01-06T19:40:00.000+0000","0.0","2015-01-06T22:55:00.000+0000",45,0,11.222222222222221,0.2037037037037037,18.966101694915253,0.3389830508474576,27.2,0.43333333333333335,12.846153846153847,0.15384615384615385,"2015-01-06T23:51:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","VX",21171,"N523VA",11259,"TX",12892,"LAX","CA",1740,1806,26,26,1,1,"1700-1759",1905,1906,1,1,0,0,"1900-1959",0,0,1246,5,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",171799445809,"2015-01-06T23:40:00.000+0000","2015010621","2015-01-06T21:40:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",27,80,55,29.76,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T03:05:00.000+0000","0.0","2015-01-06T19:40:00.000+0000","0.0","2015-01-06T22:55:00.000+0000",45,0,11.222222222222221,0.2037037037037037,18.966101694915253,0.3389830508474576,27.2,0.43333333333333335,12.846153846153847,0.15384615384615385,"2015-01-07T00:06:00.000+0000","2015-01-07T00:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N787SA",11259,"TX",13158,"MAF","TX",1750,1817,27,27,1,1,"1700-1759",1900,1920,20,20,1,1,"1900-1959",0,0,319,2,8,0,0,0,12,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",120260279946,"2015-01-06T23:50:00.000+0000","2015010621","2015-01-06T21:50:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000","2015010620",34,58,47,29.81,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMAF","MAF","Midland International Airport","Midland","Texas","US",2871,31.9424991608,-102.202003479,"America/Chicago","72265023023","MIDLAND INTERNATIONAL AIRPORT, TX US","872.3","31.9475","-102.2086","2015-01-06T14:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",37,57,47,27.32,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T01:00:00.000+0000","0.0","2015-01-06T22:20:00.000+0000","0.0","2015-01-06T23:20:00.000+0000",30,0,11.536363636363637,0.20909090909090908,19.6,0.35,28.161290322580644,0.45161290322580644,16,0.21428571428571427,"2015-01-07T00:17:00.000+0000","2015-01-07T00:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N526SW",11259,"TX",10423,"AUS","TX",1755,1756,1,1,0,0,"1700-1759",1850,1849,-1,0,0,-1,"1800-1859",0,0,189,1,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",94489287872,"2015-01-06T23:55:00.000+0000","2015010621","2015-01-06T21:55:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T15:53:00","FM-15","7","0.0",null,"2015-01-06T21:53:00.000+0000","2015010621",33,58,47,29.81,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-06T15:53:00","FM-15","7","0.0",null,"2015-01-06T21:53:00.000+0000",34,68,51,29.76,160,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:50:00.000+0000","0.0","2015-01-06T21:30:00.000+0000","0.0","2015-01-06T23:05:00.000+0000",50,0,11.432432432432432,0.2072072072072072,19.6,0.35,27.28125,0.4375,14.933333333333334,0.2,"2015-01-06T23:56:00.000+0000","2015-01-06T23:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N8641B",11259,"TX",13232,"MDW","IL",1755,1857,62,62,1,4,"1700-1759",2005,2107,62,62,1,4,"2000-2059",0,0,793,4,36,0,0,0,26,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",120260192607,"2015-01-06T23:55:00.000+0000","2015010621","2015-01-06T21:55:00.000+0000","2015010620","2015010619","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T15:53:00","FM-15","7","0.0",null,"2015-01-06T21:53:00.000+0000","2015010621",33,58,47,29.81,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-01-06T15:53:00","FM-15","7","0.0",null,"2015-01-06T21:53:00.000+0000",1,10,8,29.63,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T02:05:00.000+0000","20.0","2015-01-06T20:15:00.000+0000","0.0","2015-01-06T23:10:00.000+0000",45,1,11.432432432432432,0.2072072072072072,19.6,0.35,27.28125,0.4375,14.933333333333334,0.2,"2015-01-07T00:57:00.000+0000","2015-01-07T00:00:00.000+0000",13,11,5,7,0.7142857142857143,17,16,1.0625,23,26,0.8846153846153846,27,35,0.7714285714285715,41,45,0.9111111111111111,49,53,0.9245283018867925,64,68,0.9411764705882353,72,80,0.9,90,96,0.9375,92,96,0.9583333333333334,92,96,0.9583333333333334,92,96,0.9583333333333334,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","HA",19690,"N483HA",13830,"HI",12982,"LIH","HI",1305,1259,-6,0,0,-1,"1300-1359",1350,1354,4,4,0,0,"1300-1359",0,0,201,1,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",214749292607,"2015-01-06T23:05:00.000+0000","2015010621","2015-01-06T21:05:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHLI","LIH","Lihue Airport","Lihue","Hawaii","US",153,21.9759998322,-159.3390045166,"Pacific/Honolulu","91165022536","LIHUE WEATHER SERVICE OFFICE AIRPORT 1020.1, HI US","30.5","21.98389","-159.34056","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",56,74,63,29.88,20,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-06T23:50:00.000+0000","0.0","2015-01-06T21:57:00.000+0000","0.0","2015-01-06T22:36:00.000+0000",29,0,20.615384615384617,0.15384615384615385,0,0,0,0,0,0,"2015-01-06T22:59:00.000+0000","2015-01-06T22:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","HA",19690,"N581HA",13830,"HI",14831,"SJC","CA",1320,1329,9,9,0,0,"1300-1359",2020,2013,-7,0,0,-1,"2000-2059",0,0,2355,10,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",77310258606,"2015-01-06T23:20:00.000+0000","2015010621","2015-01-06T21:20:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",39,60,50,30.15,260,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:20:00.000+0000","0.0","2015-01-06T16:20:00.000+0000","0.0","2015-01-06T21:40:00.000+0000",100,0,3,0.09090909090909091,0,0,0,0,0,0,"2015-01-06T23:29:00.000+0000","2015-01-06T23:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","AS",19930,"N583AS",13830,"HI",14747,"SEA","WA",1325,1322,-3,0,0,-1,"1300-1359",2115,2048,-27,0,0,-2,"2100-2159",0,0,2640,11,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",34360885766,"2015-01-06T23:25:00.000+0000","2015010621","2015-01-06T21:25:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-01-06T12:53:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2015-01-06T20:53:00.000+0000",44,52,48,29.8,0,0,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2015-01-07T05:15:00.000+0000","0.0","2015-01-06T16:55:00.000+0000","0.0","2015-01-06T22:25:00.000+0000",60,0,3,0.09090909090909091,0,0,0,0,0,0,"2015-01-06T23:22:00.000+0000","2015-01-06T23:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","HA",19690,"N492HA",13830,"HI",12402,"ITO","HI",1332,1326,-6,0,0,-1,"1300-1359",1409,1400,-9,0,0,-1,"1400-1459",0,0,121,1,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",180389096600,"2015-01-06T23:32:00.000+0000","2015010621","2015-01-06T21:32:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHTO","ITO","Hilo International Airport","Hilo","Hawaii","US",38,19.7213993073,-155.0480041504,"Pacific/Honolulu","91285021504","HILO INTERNATIONAL AIRPORT 87, HI US","11.6","19.7191","-155.053","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",65,77,69,29.93,360,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:09:00.000+0000","0.0","2015-01-06T22:25:00.000+0000","0.0","2015-01-06T23:04:00.000+0000",28,0,2.8181818181818183,0.09090909090909091,0,0,0,0,0,0,"2015-01-06T23:26:00.000+0000","2015-01-06T23:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","UA",19977,"N549UA",13830,"HI",12892,"LAX","CA",1335,1335,0,0,0,0,"1300-1359",2052,2051,-1,0,0,-1,"2000-2059",0,0,2486,10,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",214748624104,"2015-01-06T23:35:00.000+0000","2015010621","2015-01-06T21:35:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",27,80,55,29.76,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:52:00.000+0000","0.0","2015-01-06T16:45:00.000+0000","0.0","2015-01-06T22:20:00.000+0000",75,0,2.8181818181818183,0.09090909090909091,0,0,0,0,0,0,"2015-01-06T23:35:00.000+0000","2015-01-06T23:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","HA",19690,"N476HA",13830,"HI",12173,"HNL","HI",1340,1342,2,2,0,0,"1300-1359",1417,1423,6,6,0,0,"1400-1459",0,0,100,1,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",197569744093,"2015-01-06T23:40:00.000+0000","2015010621","2015-01-06T21:40:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2015-01-06T10:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",54,76,63,29.96,30,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T00:17:00.000+0000","0.0","2015-01-06T22:33:00.000+0000","0.0","2015-01-06T23:12:00.000+0000",28,0,3.1,0.1,0,0,0,0,0,0,"2015-01-06T23:42:00.000+0000","2015-01-06T23:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-06T23:00:00.000+0000","OGG",1,1,6,2,"2015-01-06","DL",19790,"N757AT",13830,"HI",12892,"LAX","CA",1348,1352,4,4,0,0,"1300-1359",2110,2103,-7,0,0,-1,"2100-2159",0,0,2486,10,0,0,0,0,0,2015,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",214748512510,"2015-01-06T23:48:00.000+0000","2015010621","2015-01-06T21:48:00.000+0000","2015010620","2015010619","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2015-01-06T10:54:00","FM-15","7","0.0",null,"2015-01-06T20:54:00.000+0000","2015010620",61,75,66,29.94,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-06T12:53:00","FM-15","7","0.0",null,"2015-01-06T20:53:00.000+0000",27,80,55,29.76,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T05:10:00.000+0000","0.0","2015-01-06T16:25:00.000+0000","0.0","2015-01-06T22:21:00.000+0000",87,0,2.8181818181818183,0.09090909090909091,0,0,0,0,0,0,"2015-01-06T23:52:00.000+0000","2015-01-06T23:00:00.000+0000",6,7,1,1,1,2,3,0.6666666666666666,4,4,1,6,6,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,13,15,0.8666666666666667,919,929,1873,2797,3645,4547,5376,6231,6986,7662,8192,8355,8384],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N527SW",11259,"TX",12191,"HOU","TX",2100,2140,40,40,1,2,"2100-2159",2200,2232,32,32,1,2,"2200-2259",0,0,239,1,32,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",197568582362,"2015-01-07T03:00:00.000+0000","2015010701","2015-01-07T01:00:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000",45,53,49,30.29,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:00:00.000+0000","0.0","2015-01-07T02:00:00.000+0000","0.0","2015-01-07T03:00:00.000+0000",0,0,18.015384615384615,0.33076923076923076,29.318181818181817,0.5,31.17142857142857,0.5714285714285714,36.57142857142857,0.5714285714285714,"2015-01-07T03:40:00.000+0000","2015-01-07T03:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N649SW",11259,"TX",14683,"SAT","TX",2105,2203,58,58,1,3,"2100-2159",2210,2259,49,49,1,3,"2200-2259",0,0,248,1,0,0,0,0,49,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",51540266996,"2015-01-07T03:05:00.000+0000","2015010701","2015-01-07T01:05:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-06T18:51:00","FM-15","7","0.0",null,"2015-01-07T00:51:00.000+0000",36,60,49,29.44,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:10:00.000+0000","84.0","2015-01-06T22:45:00.000+0000","0.0","2015-01-07T02:20:00.000+0000",45,1,18.650793650793652,0.3412698412698413,29.553846153846155,0.49230769230769234,31.61764705882353,0.5882352941176471,41,0.5833333333333334,"2015-01-07T04:03:00.000+0000","2015-01-07T04:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N520SW",11259,"TX",10279,"AMA","TX",2105,2107,2,2,0,0,"2100-2159",2220,2210,-10,0,0,-1,"2200-2259",0,0,323,2,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",154619673312,"2015-01-07T03:05:00.000+0000","2015010701","2015-01-07T01:05:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAMA","AMA","Rick Husband Amarillo International Airport","Amarillo","Texas","US",3607,35.2193984985,-101.7060012817,"America/Chicago","72363023047","AMARILLO AIRPORT, TX US","1098.5","35.2295","-101.7042","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000",30,42,37,26.62,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:20:00.000+0000","0.0","2015-01-07T00:55:00.000+0000","0.0","2015-01-07T02:00:00.000+0000",65,0,18.650793650793652,0.3412698412698413,29.553846153846155,0.49230769230769234,31.61764705882353,0.5882352941176471,41,0.5833333333333334,"2015-01-07T03:07:00.000+0000","2015-01-07T03:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N948WN",11259,"TX",12992,"LIT","AR",2110,2120,10,10,0,0,"2100-2159",2210,2210,0,0,0,0,"2200-2259",0,0,296,2,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",163209276507,"2015-01-07T03:10:00.000+0000","2015010701","2015-01-07T01:10:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000",28,41,36,30.11,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:10:00.000+0000","12.0","2015-01-06T23:35:00.000+0000","0.0","2015-01-07T02:25:00.000+0000",45,0,18.650793650793652,0.3412698412698413,29.78125,0.484375,32,0.5625,41.4,0.6,"2015-01-07T03:20:00.000+0000","2015-01-07T03:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N7704B",11259,"TX",15016,"STL","MO",2115,2215,60,60,1,4,"2100-2159",2245,2344,59,59,1,3,"2200-2259",0,0,546,3,41,0,0,0,18,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",51540184623,"2015-01-07T03:15:00.000+0000","2015010701","2015-01-07T01:15:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-06T18:51:00","FM-15","7","0.0",null,"2015-01-07T00:51:00.000+0000",10,25,21,29.68,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:45:00.000+0000","34.0","2015-01-07T01:05:00.000+0000","0.0","2015-01-07T02:40:00.000+0000",35,1,19.00793650793651,0.3492063492063492,29.873015873015873,0.47619047619047616,32.39393939393939,0.5757575757575758,42.1,0.6,"2015-01-07T04:15:00.000+0000","2015-01-07T04:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N396SW",11259,"TX",12191,"HOU","TX",2130,2127,-3,0,0,-1,"2100-2159",2235,2224,-11,0,0,-1,"2200-2259",0,0,239,1,0,0,0,0,0,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",240518596613,"2015-01-07T03:30:00.000+0000","2015010701","2015-01-07T01:30:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000",45,53,49,30.29,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:35:00.000+0000","4.0","2015-01-06T23:55:00.000+0000","0.0","2015-01-07T02:55:00.000+0000",35,0,19.3984375,0.359375,28.390625,0.46875,32.05714285714286,0.5714285714285714,47,0.7272727272727273,"2015-01-07T03:27:00.000+0000","2015-01-07T03:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T03:00:00.000+0000","DAL",1,1,6,2,"2015-01-06","WN",19393,"N720WN",11259,"TX",10423,"AUS","TX",2145,2236,51,51,1,3,"2100-2159",2240,2327,47,47,1,3,"2200-2259",0,0,189,1,27,0,0,0,20,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",85900201215,"2015-01-07T03:45:00.000+0000","2015010701","2015-01-07T01:45:00.000+0000","2015010700","2015010623","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000","2015010700",35,50,43,29.8,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-06T18:53:00","FM-15","7","0.0",null,"2015-01-07T00:53:00.000+0000",36,50,44,29.78,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T04:40:00.000+0000","0.0","2015-01-07T02:05:00.000+0000","0.0","2015-01-07T03:40:00.000+0000",5,0,19.4921875,0.359375,28.140625,0.453125,29.428571428571427,0.5142857142857142,24.6,0.5,"2015-01-07T04:36:00.000+0000","2015-01-07T04:00:00.000+0000",10,7,11,13,0.8461538461538461,24,24,1,32,34,0.9411764705882353,47,49,0.9591836734693877,52,56,0.9285714285714286,64,65,0.9846153846153847,70,75,0.9333333333333333,74,84,0.8809523809523809,88,94,0.9361702127659575,96,102,0.9411764705882353,111,117,0.9487179487179487,119,129,0.9224806201550387,505,899,1818,2779,3747,4676,5620,6544,7392,8294,9123,9978,10733],["2015-01-07T12:00:00.000+0000","LBB",1,1,7,3,"2015-01-07","EV",20366,"N11551",12896,"TX",12266,"IAH","TX",600,556,-4,0,0,-1,"0600-0659",733,752,19,19,1,1,"0700-0759",0,0,458,2,0,0,19,0,0,2015,"KLBB","LBB","Lubbock Preston Smith International Airport","Lubbock","Texas","US",3282,33.6636009216,-101.8229980469,"America/Chicago",120259771994,"2015-01-07T12:00:00.000+0000","2015010710","2015-01-07T10:00:00.000+0000","2015010709","2015010708","72267023042","LUBBOCK INTERNATIONAL AIRPORT, TX US","991.8","33.6656","-101.8231","2015-01-07T03:53:00","FM-15","7","0.0",null,"2015-01-07T09:53:00.000+0000","2015010709",28,30,29,27.03,350,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-07T03:53:00","FM-15","7","0.0","BR:1 ||","2015-01-07T09:53:00.000+0000",41,42,42,30.24,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T13:33:00.000+0000","6.0","2015-01-06T23:43:00.000+0000","4.0","2015-01-07T01:21:00.000+0000",639,0,50.666666666666664,0.3333333333333333,0,0,0,0,0,0,"2015-01-07T11:56:00.000+0000","2015-01-07T11:00:00.000+0000",1,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,1,0,null,2,2,1,3,3,1,720,20,66,131,231,365,630,1135,1746,2590,3489,4408,5369],["2015-01-07T12:00:00.000+0000","LBB",1,1,7,3,"2015-01-07","WN",19393,"N634SW",12896,"TX",11259,"DAL","TX",625,622,-3,0,0,-1,"0600-0659",735,729,-6,0,0,-1,"0700-0759",0,0,293,2,0,0,0,0,0,2015,"KLBB","LBB","Lubbock Preston Smith International Airport","Lubbock","Texas","US",3282,33.6636009216,-101.8229980469,"America/Chicago",257698860849,"2015-01-07T12:25:00.000+0000","2015010710","2015-01-07T10:25:00.000+0000","2015010709","2015010708","72267023042","LUBBOCK INTERNATIONAL AIRPORT, TX US","991.8","33.6656","-101.8231","2015-01-07T03:53:00","FM-15","7","0.0",null,"2015-01-07T09:53:00.000+0000","2015010709",28,30,29,27.03,350,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-01-07T03:53:00","FM-15","7","0.0",null,"2015-01-07T09:53:00.000+0000",27,35,32,29.9,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T13:35:00.000+0000","56.0","2015-01-07T02:50:00.000+0000","50.0","2015-01-07T03:55:00.000+0000",510,1,50.666666666666664,0.3333333333333333,0,0,0,0,0,0,"2015-01-07T12:22:00.000+0000","2015-01-07T12:00:00.000+0000",1,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,1,0,null,2,2,1,3,3,1,720,20,66,131,231,365,630,1135,1746,2590,3489,4408,5369],["2015-01-07T15:00:00.000+0000","SAV",1,1,7,3,"2015-01-07","DL",19790,"N892AT",14685,"GA",10397,"ATL","GA",1017,1035,18,18,1,1,"1000-1059",1130,1137,7,7,0,0,"1100-1159",0,0,214,1,0,0,0,0,0,2015,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York",171798767979,"2015-01-07T15:17:00.000+0000","2015010713","2015-01-07T13:17:00.000+0000","2015010712","2015010711","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","14.0","32.13133","-81.20237","2015-01-07T07:53:00","FM-15","7","0.0",null,"2015-01-07T12:53:00.000+0000","2015010712",32,38,36,30.14,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-07T07:52:00","FM-15","7","0.0",null,"2015-01-07T12:52:00.000+0000",22,32,28,29.15,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T16:30:00.000+0000","0.0","2015-01-07T13:35:00.000+0000","0.0","2015-01-07T14:37:00.000+0000",40,0,7.4,0.2,7.4,0.2,7.4,0.2,7.5,0,"2015-01-07T15:35:00.000+0000","2015-01-07T15:00:00.000+0000",1,1,2,2,1,4,4,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,883,720,1263,1440,1460,1506,1571,1671,1805,2070,2575,3186,4030],["2015-01-07T17:00:00.000+0000","BDL",1,1,7,3,"2015-01-07","WN",19393,"N424WN",10529,"CT",10821,"BWI","MD",1205,1222,17,17,1,1,"1200-1259",1320,1331,11,11,0,0,"1300-1359",0,0,283,2,0,0,0,0,0,2015,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",192965,"2015-01-07T17:05:00.000+0000","2015010715","2015-01-07T15:05:00.000+0000","2015010714","2015010713","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000","2015010714",8,22,18,29.65,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T09:54:00","FM-15","7","0.0",null,"2015-01-07T14:54:00.000+0000",4,23,18,29.95,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:20:00.000+0000","0.0","2015-01-07T15:30:00.000+0000","0.0","2015-01-07T16:35:00.000+0000",30,0,2.25,0.041666666666666664,2.25,0.041666666666666664,3.8461538461538463,0.07692307692307693,0,0,"2015-01-07T17:22:00.000+0000","2015-01-07T17:00:00.000+0000",5,5,1,1,1,7,7,1,13,14,0.9285714285714286,21,22,0.9545454545454546,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","BDL",1,1,7,3,"2015-01-07","B6",20409,"N766JB",10529,"CT",14635,"RSW","FL",1220,1238,18,18,1,1,"1200-1259",1548,1613,25,25,1,1,"1500-1559",0,0,1180,5,9,0,7,0,9,2015,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",103080046064,"2015-01-07T17:20:00.000+0000","2015010715","2015-01-07T15:20:00.000+0000","2015010714","2015010713","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000","2015010714",8,22,18,29.65,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",46,63,54,30.2,30,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:48:00.000+0000","21.0","2015-01-07T14:00:00.000+0000","0.0","2015-01-07T16:37:00.000+0000",43,1,2.25,0.041666666666666664,2.25,0.041666666666666664,5,0.1,0,0,"2015-01-07T17:38:00.000+0000","2015-01-07T17:00:00.000+0000",5,5,1,1,1,7,7,1,13,14,0.9285714285714286,21,22,0.9545454545454546,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","BDL",1,1,7,3,"2015-01-07","EV",20366,"N752EV",10529,"CT",11433,"DTW","MI",1230,1223,-7,0,0,-1,"1200-1259",1435,1423,-12,0,0,-1,"1400-1459",0,0,549,3,0,0,0,0,0,2015,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",17180512324,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000","2015010714",8,22,18,29.65,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",-1,9,7,29.62,320,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:35:00.000+0000","20.0","2015-01-07T13:40:00.000+0000","0.0","2015-01-07T15:34:00.000+0000",116,1,2.25,0.041666666666666664,2.25,0.041666666666666664,5.555555555555555,0.1111111111111111,0,0,"2015-01-07T17:23:00.000+0000","2015-01-07T17:00:00.000+0000",5,5,1,1,1,7,7,1,13,14,0.9285714285714286,21,22,0.9545454545454546,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","BDL",1,1,7,3,"2015-01-07","DL",19790,"N939DL",10529,"CT",10397,"ATL","GA",1248,1244,-4,0,0,-1,"1200-1259",1535,1533,-2,0,0,-1,"1500-1559",0,0,859,4,0,0,0,0,0,2015,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",8590664716,"2015-01-07T17:48:00.000+0000","2015010715","2015-01-07T15:48:00.000+0000","2015010714","2015010713","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000","2015010714",8,22,18,29.65,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-07T09:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",18,35,29,29.16,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:35:00.000+0000","0.0","2015-01-07T14:50:00.000+0000","0.0","2015-01-07T17:08:00.000+0000",40,0,2.25,0.041666666666666664,2.25,0.041666666666666664,6.25,0.125,0,0,"2015-01-07T17:44:00.000+0000","2015-01-07T17:00:00.000+0000",5,5,1,1,1,7,7,1,13,14,0.9285714285714286,21,22,0.9545454545454546,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","BDL",1,1,7,3,"2015-01-07","US",20355,"N709UW",10529,"CT",11057,"CLT","NC",1255,1257,2,2,0,0,"1200-1259",1504,1518,14,14,0,0,"1500-1559",0,0,644,3,0,0,0,0,0,2015,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",231929505049,"2015-01-07T17:55:00.000+0000","2015010715","2015-01-07T15:55:00.000+0000","2015010714","2015010713","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2015-01-07T10:51:00","FM-15","7","0.0",null,"2015-01-07T15:51:00.000+0000","2015010715",5,23,18,29.64,270,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-07T10:52:00","FM-15","7","0.0",null,"2015-01-07T15:52:00.000+0000",16,39,31,29.3,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:04:00.000+0000","0.0","2015-01-07T14:55:00.000+0000","0.0","2015-01-07T16:55:00.000+0000",60,0,2.16,0.04,2.16,0.04,5.555555555555555,0.1111111111111111,0,0,"2015-01-07T17:57:00.000+0000","2015-01-07T17:00:00.000+0000",5,5,1,1,1,7,7,1,13,14,0.9285714285714286,21,22,0.9545454545454546,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,24,24,1,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","EV",20366,"N909EV",11298,"TX",14814,"SHV","LA",1100,1055,-5,0,0,-1,"1100-1159",1152,1145,-7,0,0,-1,"1100-1159",0,0,190,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209610329,"2015-01-07T17:00:00.000+0000","2015010715","2015-01-07T15:00:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSHV","SHV","Shreveport Regional Airport","Shreveport","Louisiana","US",258,32.4466018677,-93.8255996704,"America/Chicago","72248013957","SHREVEPORT REGIONAL AIRPORT, LA US","77.4","32.4472","-93.8244","2015-01-07T08:56:00","FM-15","7","0.0",null,"2015-01-07T14:56:00.000+0000",30,39,35,30.28,40,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T17:52:00.000+0000","0.0","2015-01-07T15:13:00.000+0000","0.0","2015-01-07T16:10:00.000+0000",50,0,8.583815028901734,0.1676300578034682,7.645161290322581,0.12903225806451613,7.754237288135593,0.1271186440677966,8.105263157894736,0.12280701754385964,"2015-01-07T16:55:00.000+0000","2015-01-07T16:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N555AA",11298,"TX",14683,"SAT","TX",1100,1055,-5,0,0,-1,"1100-1159",1207,1203,-4,0,0,-1,"1200-1259",0,0,247,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",231928385454,"2015-01-07T17:00:00.000+0000","2015010715","2015-01-07T15:00:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-01-07T08:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",38,50,44,29.59,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:07:00.000+0000","0.0","2015-01-07T13:59:00.000+0000","0.0","2015-01-07T16:09:00.000+0000",51,0,8.583815028901734,0.1676300578034682,7.645161290322581,0.12903225806451613,7.754237288135593,0.1271186440677966,8.105263157894736,0.12280701754385964,"2015-01-07T16:55:00.000+0000","2015-01-07T16:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N651MQ",11298,"TX",11193,"CVG","KY",1100,1058,-2,0,0,-1,"1100-1159",1408,1403,-5,0,0,-1,"1400-1459",0,0,812,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619886901,"2015-01-07T17:00:00.000+0000","2015010715","2015-01-07T15:00:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2015-01-07T09:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",-2,9,7,29.5,310,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:08:00.000+0000","1.0","2015-01-07T14:46:00.000+0000","0.0","2015-01-07T16:20:00.000+0000",40,0,8.583815028901734,0.1676300578034682,7.645161290322581,0.12903225806451613,7.754237288135593,0.1271186440677966,8.105263157894736,0.12280701754385964,"2015-01-07T16:58:00.000+0000","2015-01-07T16:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N647MQ",11298,"TX",11982,"GRK","TX",1100,1059,-1,0,0,-1,"1100-1159",1146,1151,5,5,0,0,"1100-1159",0,0,134,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698760176,"2015-01-07T17:00:00.000+0000","2015010715","2015-01-07T15:00:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRK","GRK","Robert Gray Army Air Field Airport","Fort Hood/Killeen","Texas","US",1015,31.067199707,-97.8289031982,"America/Chicago","72257603902","ROBERT GRAY ARMY AIR FIELD, TX US","309.4","31.06667","-97.83333","2015-01-07T08:58:00","FM-15","7","0.0",null,"2015-01-07T14:58:00.000+0000",30,37,34,29.42,360,15,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T17:46:00.000+0000","8.0","2015-01-07T14:55:00.000+0000","0.0","2015-01-07T16:00:00.000+0000",60,0,8.583815028901734,0.1676300578034682,7.645161290322581,0.12903225806451613,7.754237288135593,0.1271186440677966,8.105263157894736,0.12280701754385964,"2015-01-07T16:59:00.000+0000","2015-01-07T16:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N614MQ",11298,"TX",12448,"JAN","MS",1105,1102,-3,0,0,-1,"1100-1159",1220,1237,17,17,1,1,"1200-1259",0,0,408,2,0,0,17,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698760305,"2015-01-07T17:05:00.000+0000","2015010715","2015-01-07T15:05:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAN","JAN","Jackson Evers International Airport","Jackson","Mississippi","US",346,32.3111991882,-90.0758972168,"America/Chicago","72235003940","JACKSON INTERNATIONAL AIRPORT, MS US","100.6","32.3205","-90.0777","2015-01-07T08:54:00","FM-15","7","0.0",null,"2015-01-07T14:54:00.000+0000",25,38,33,30.13,10,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:20:00.000+0000","29.0","2015-01-07T13:15:00.000+0000","0.0","2015-01-07T16:10:00.000+0000",55,1,8.108571428571429,0.1657142857142857,7.682170542635659,0.13953488372093023,8.042735042735043,0.13675213675213677,8.056603773584905,0.1320754716981132,"2015-01-07T17:02:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N677MQ",11298,"TX",12951,"LFT","LA",1105,1058,-7,0,0,-1,"1100-1159",1219,1219,0,0,0,0,"1200-1259",0,0,351,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",206158596850,"2015-01-07T17:05:00.000+0000","2015010715","2015-01-07T15:05:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLFT","LFT","Lafayette Regional Airport","Lafayette","Louisiana","US",42,30.20529938,-91.98760223,"America/Chicago","72240513976","LAFAYETTE REGIONAL AIRPORT, LA US","11.6","30.205","-91.9875","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",38,47,43,30.39,50,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:19:00.000+0000","0.0","2015-01-07T15:12:00.000+0000","0.0","2015-01-07T16:25:00.000+0000",40,0,8.108571428571429,0.1657142857142857,7.682170542635659,0.13953488372093023,8.042735042735043,0.13675213675213677,8.056603773584905,0.1320754716981132,"2015-01-07T16:58:00.000+0000","2015-01-07T16:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","US",20355,"N705UW",11298,"TX",14100,"PHL","PA",1110,1156,46,46,1,3,"1100-1159",1512,1543,31,31,1,2,"1500-1559",0,0,1303,6,13,0,0,0,18,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",1163184,"2015-01-07T17:10:00.000+0000","2015010715","2015-01-07T15:10:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-01-07T09:54:00","FM-15","7","0.0",null,"2015-01-07T14:54:00.000+0000",9,23,19,30.04,290,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:12:00.000+0000","9.0","2015-01-07T12:29:00.000+0000","0.0","2015-01-07T16:22:00.000+0000",48,0,8.005649717514125,0.1638418079096045,7.503759398496241,0.13533834586466165,7.940677966101695,0.13559322033898305,7.836363636363636,0.12727272727272726,"2015-01-07T17:56:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3EKAA",11298,"TX",13204,"MCO","FL",1110,1119,9,9,0,0,"1100-1159",1432,1437,5,5,0,0,"1400-1459",0,0,985,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",8590573403,"2015-01-07T17:10:00.000+0000","2015010715","2015-01-07T15:10:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",38,59,49,30.14,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:32:00.000+0000","0.0","2015-01-07T12:30:00.000+0000","0.0","2015-01-07T15:33:00.000+0000",97,0,8.005649717514125,0.1638418079096045,7.503759398496241,0.13533834586466165,7.940677966101695,0.13559322033898305,7.836363636363636,0.12727272727272726,"2015-01-07T17:19:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","EV",20366,"N611QX",11298,"TX",11433,"DTW","MI",1115,1239,84,84,1,5,"1100-1159",1450,1608,78,78,1,5,"1400-1459",0,0,986,4,8,0,0,0,70,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",214749088534,"2015-01-07T17:15:00.000+0000","2015010715","2015-01-07T15:15:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",-1,9,7,29.62,320,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:50:00.000+0000","59.0","2015-01-07T13:24:00.000+0000","0.0","2015-01-07T16:40:00.000+0000",35,1,7.670391061452514,0.15083798882681565,7.2846715328467155,0.13138686131386862,7.743801652892562,0.1322314049586777,7.431034482758621,0.1206896551724138,"2015-01-07T18:39:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N4XHAA",11298,"TX",12451,"JAX","FL",1115,1126,11,11,0,0,"1100-1159",1426,1426,0,0,0,0,"1400-1459",0,0,918,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619248689,"2015-01-07T17:15:00.000+0000","2015010715","2015-01-07T15:15:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2015-01-07T09:56:00","FM-15","7","0.0",null,"2015-01-07T14:56:00.000+0000",35,51,44,30.2,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:26:00.000+0000","0.0","2015-01-07T13:23:00.000+0000","0.0","2015-01-07T16:40:00.000+0000",35,0,7.670391061452514,0.15083798882681565,7.2846715328467155,0.13138686131386862,7.743801652892562,0.1322314049586777,7.431034482758621,0.1206896551724138,"2015-01-07T17:26:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3CXAA",11298,"TX",12094,"HDN","CO",1115,1145,30,30,1,2,"1100-1159",1235,1305,30,30,1,2,"1200-1259",0,0,769,4,30,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",214748953220,"2015-01-07T17:15:00.000+0000","2015010715","2015-01-07T15:15:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHDN","HDN","Yampa Valley Airport","Hayden","Colorado","US",6606,40.48120117,-107.2180023,"America/Denver","72571094025","HAYDEN YAMPA VALLEY AIRPORT, CO US","2011.7","40.48111","-107.2175","2015-01-07T08:15:00","FM-15","7","0.0",null,"2015-01-07T15:15:00.000+0000",19,25,23,23.96,110,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:35:00.000+0000","0.0","2015-01-07T12:37:00.000+0000","0.0","2015-01-07T15:55:00.000+0000",80,0,7.670391061452514,0.15083798882681565,7.2846715328467155,0.13138686131386862,7.743801652892562,0.1322314049586777,7.431034482758621,0.1206896551724138,"2015-01-07T17:45:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N685MQ",11298,"TX",15919,"XNA","AR",1125,1123,-2,0,0,-1,"1100-1159",1230,1230,0,0,0,0,"1200-1259",0,0,280,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619054602,"2015-01-07T17:25:00.000+0000","2015010715","2015-01-07T15:25:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","392.3","36.28333","-94.3","2015-01-07T09:06:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-07T15:06:00.000+0000",8,20,17,29.34,350,23,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-07T18:30:00.000+0000","0.0","2015-01-07T15:53:00.000+0000","0.0","2015-01-07T16:50:00.000+0000",35,0,7.978142076502732,0.15300546448087432,7.331081081081081,0.12837837837837837,8.062992125984252,0.13385826771653545,7.409836065573771,0.11475409836065574,"2015-01-07T17:23:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","OO",20304,"N740SK",11298,"TX",12266,"IAH","TX",1126,1133,7,7,0,0,"1100-1159",1233,1232,-1,0,0,-1,"1200-1259",0,0,224,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799289956,"2015-01-07T17:26:00.000+0000","2015010715","2015-01-07T15:26:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",44,50,47,30.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:33:00.000+0000","0.0","2015-01-07T14:55:00.000+0000","0.0","2015-01-07T16:50:00.000+0000",36,0,7.751381215469613,0.14917127071823205,7.331081081081081,0.12837837837837837,8.126984126984127,0.1349206349206349,7.857142857142857,0.125,"2015-01-07T17:33:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N5EKAA",11298,"TX",14679,"SAN","CA",1130,1207,37,37,1,2,"1100-1159",1236,1247,11,11,0,0,"1200-1259",0,0,1171,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698629947,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-01-07T06:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",33,51,43,30.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:36:00.000+0000","55.0","2015-01-06T23:42:00.000+0000","51.0","2015-01-07T02:40:00.000+0000",890,1,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T18:07:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3DYAA",11298,"TX",11278,"DCA","VA",1130,1125,-5,0,0,-1,"1100-1159",1510,1544,34,34,1,2,"1500-1559",0,0,1192,5,0,0,34,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",8590423760,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-01-07T09:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",8,27,22,30.08,310,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:10:00.000+0000","0.0","2015-01-07T12:34:00.000+0000","0.0","2015-01-07T16:15:00.000+0000",75,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:25:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3BGAA",11298,"TX",14908,"SNA","CA",1130,1130,0,0,0,0,"1100-1159",1250,1231,-19,0,0,-2,"1200-1259",0,0,1205,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",51540015063,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2015-01-07T06:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",37,52,45,30.05,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:50:00.000+0000","0.0","2015-01-07T12:44:00.000+0000","0.0","2015-01-07T16:05:00.000+0000",85,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:30:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","EV",20366,"N902EV",11298,"TX",12891,"LAW","OK",1130,1201,31,31,1,2,"1100-1159",1216,1255,39,39,1,2,"1200-1259",0,0,140,1,0,0,8,0,31,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",120260281832,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAW","LAW","Lawton Fort Sill Regional Airport","Lawton","Oklahoma","US",1110,34.5676994324,-98.4166030884,"America/Chicago","72357503950","LAWTON MUNICIPAL AIRPORT, OK US","325.8","34.5584","-98.4172","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",14,27,23,29.57,20,32,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:16:00.000+0000","158.0","2015-01-07T13:49:00.000+0000","152.0","2015-01-07T14:55:00.000+0000",155,1,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T18:01:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N017AA",11298,"TX",10397,"ATL","GA",1130,1131,1,1,0,0,"1100-1159",1426,1424,-2,0,0,-1,"1400-1459",0,0,731,3,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",214749439899,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-07T09:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",18,35,29,29.16,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:26:00.000+0000","0.0","2015-01-07T13:56:00.000+0000","0.0","2015-01-07T16:30:00.000+0000",60,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:31:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N501AA",11298,"TX",13930,"ORD","IL",1130,1142,12,12,0,0,"1100-1159",1346,1347,1,1,0,0,"1300-1359",0,0,802,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",42950500037,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-07T08:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",-12,0,-1,29.9,330,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:46:00.000+0000","1.0","2015-01-06T18:19:00.000+0000","0.0","2015-01-06T21:45:00.000+0000",1185,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:42:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N657MQ",11298,"TX",14783,"SGF","MO",1130,1126,-4,0,0,-1,"1100-1159",1245,1242,-3,0,0,-1,"1200-1259",0,0,364,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389858926,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23985","-93.39007","2015-01-07T08:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",-1,15,12,29.39,360,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:45:00.000+0000","0.0","2015-01-07T13:20:00.000+0000","0.0","2015-01-07T14:40:00.000+0000",170,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:26:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N477AA",11298,"TX",14492,"RDU","NC",1130,1141,11,11,0,0,"1100-1159",1456,1504,8,8,0,0,"1400-1459",0,0,1061,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698463875,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",19,37,31,29.65,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:56:00.000+0000","0.0","2015-01-07T14:21:00.000+0000","0.0","2015-01-07T17:05:00.000+0000",25,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:41:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","EV",20366,"N903EV",11298,"TX",15412,"TYS","TN",1130,1127,-3,0,0,-1,"1100-1159",1423,1425,2,2,0,0,"1400-1459",0,0,772,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",111669663424,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York","72326013891","KNOXVILLE AIRPORT, TN US","293.2","35.8181","-83.9858","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",15,30,25,29.26,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:23:00.000+0000","0.0","2015-01-07T15:15:00.000+0000","0.0","2015-01-07T16:34:00.000+0000",56,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:27:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N585AA",11298,"TX",13851,"OKC","OK",1130,1130,0,0,0,0,"1100-1159",1224,1221,-3,0,0,-1,"1200-1259",0,0,175,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103080145503,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2015-01-07T08:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",11,24,20,29.39,10,26,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:24:00.000+0000","75.0","2015-01-06T19:04:00.000+0000","80.0","2015-01-06T20:44:00.000+0000",1246,1,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:30:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3FWAA",11298,"TX",11618,"EWR","NJ",1130,1127,-3,0,0,-1,"1100-1159",1537,1525,-12,0,0,-1,"1500-1559",0,0,1372,6,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619752441,"2015-01-07T17:30:00.000+0000","2015010715","2015-01-07T15:30:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",9,22,19,29.95,270,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:37:00.000+0000","0.0","2015-01-07T12:30:00.000+0000","0.0","2015-01-07T16:40:00.000+0000",50,0,7.666666666666667,0.15053763440860216,7.241830065359477,0.13071895424836602,7.99236641221374,0.13740458015267176,7.590163934426229,0.13114754098360656,"2015-01-07T17:27:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N485AA",11298,"TX",12266,"IAH","TX",1135,1245,70,70,1,4,"1100-1159",1241,1339,58,58,1,3,"1200-1259",0,0,224,1,58,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",137439332955,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",44,50,47,30.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:41:00.000+0000","0.0","2015-01-07T13:53:00.000+0000","0.0","2015-01-07T16:45:00.000+0000",50,0,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T18:45:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3DJAA",11298,"TX",11292,"DEN","CO",1135,1133,-2,0,0,-1,"1100-1159",1236,1248,12,12,0,0,"1200-1259",0,0,641,3,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799600264,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-01-07T08:04:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-07T15:04:00.000+0000",11,14,13,25.21,100,5,0.75,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-07T19:36:00.000+0000","22.0","2015-01-06T02:35:00.000+0000","11.0","2015-01-06T05:11:00.000+0000",2184,1,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T17:33:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N521MQ",11298,"TX",13158,"MAF","TX",1135,1245,70,70,1,4,"1100-1159",1247,1416,89,89,1,5,"1200-1259",0,0,309,2,70,0,19,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",223339311620,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMAF","MAF","Midland International Airport","Midland","Texas","US",2871,31.9424991608,-102.202003479,"America/Chicago","72265023023","MIDLAND INTERNATIONAL AIRPORT, TX US","872.3","31.9475","-102.2086","2015-01-07T08:53:00","FM-15","7","0.0","BR:1 ||","2015-01-07T14:53:00.000+0000",32,35,34,27.55,50,20,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:47:00.000+0000","0.0","2015-01-07T15:30:00.000+0000","0.0","2015-01-07T16:49:00.000+0000",46,0,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T18:45:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N4XVAA",11298,"TX",10821,"BWI","MD",1135,1146,11,11,0,0,"1100-1159",1517,1520,3,3,0,0,"1500-1559",0,0,1217,5,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",85900231743,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T09:54:00","FM-15","7","0.0",null,"2015-01-07T14:54:00.000+0000",4,23,18,29.95,290,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:17:00.000+0000","33.0","2015-01-07T14:41:00.000+0000","0.0","2015-01-07T16:45:00.000+0000",50,1,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T17:46:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N518MQ",11298,"TX",11003,"CID","IA",1135,1204,29,29,1,1,"1100-1159",1329,1358,29,29,1,1,"1300-1359",0,0,685,3,29,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",94490126557,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","264.6","41.8833","-91.7166","2015-01-07T08:52:00","FM-15","7","0.0",null,"2015-01-07T14:52:00.000+0000",-13,-5,-6,29.87,330,18,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:29:00.000+0000","0.0","2015-01-07T15:34:00.000+0000","0.0","2015-01-07T16:50:00.000+0000",45,0,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T18:04:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N692MQ",11298,"TX",11637,"FAR","ND",1135,1133,-2,0,0,-1,"1100-1159",1419,1433,14,14,0,0,"1400-1459",0,0,968,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",223339396356,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","274.3","46.9253","-96.8111","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",-18,-10,-11,30,250,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:19:00.000+0000","0.0","2015-01-07T14:49:00.000+0000","0.0","2015-01-07T16:01:00.000+0000",94,0,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T17:33:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","MQ",20398,"N515MQ",11298,"TX",10279,"AMA","TX",1135,1207,32,32,1,2,"1100-1159",1246,1319,33,33,1,2,"1200-1259",0,0,312,2,2,0,1,0,30,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209228035,"2015-01-07T17:35:00.000+0000","2015010715","2015-01-07T15:35:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAMA","AMA","Rick Husband Amarillo International Airport","Amarillo","Texas","US",3607,35.2193984985,-101.7060012817,"America/Chicago","72363023047","AMARILLO AIRPORT, TX US","1098.5","35.2295","-101.7042","2015-01-07T09:29:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2015-01-07T15:29:00.000+0000",14,17,16,27.02,20,24,2,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2015-01-07T18:46:00.000+0000","0.0","2015-01-07T15:49:00.000+0000","0.0","2015-01-07T17:00:00.000+0000",35,0,7.741758241758242,0.15384615384615385,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,6.851851851851852,0.12962962962962962,"2015-01-07T18:07:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3AJAA",11298,"TX",12953,"LGA","NY",1136,1138,2,2,0,0,"1100-1159",1545,1618,33,33,1,2,"1500-1559",0,0,1389,6,0,0,33,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103079267632,"2015-01-07T17:36:00.000+0000","2015010715","2015-01-07T15:36:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-07T09:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",6,23,19,29.93,280,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:45:00.000+0000","0.0","2015-01-07T13:30:00.000+0000","0.0","2015-01-07T16:29:00.000+0000",67,0,7.585635359116022,0.14917127071823205,7.4480519480519485,0.13636363636363635,8.227272727272727,0.14393939393939395,7.115384615384615,0.1346153846153846,"2015-01-07T17:38:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N5BSAA",11298,"TX",11503,"EGE","CO",1140,1327,107,107,1,7,"1100-1159",1259,1445,106,106,1,7,"1200-1259",0,0,721,3,22,0,0,0,84,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",223339615931,"2015-01-07T17:40:00.000+0000","2015010715","2015-01-07T15:40:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEGE","EGE","Eagle County Regional Airport","Eagle","Colorado","US",6548,39.64260101,-106.9179993,"America/Denver","72467523063","EAGLE CO AIRPORT, CO US","1980.3","39.65","-106.91667","2015-01-07T07:50:00","FM-15","7","0.0","FZ:8 FG:2 |FG |FG","2015-01-07T14:50:00.000+0000",19,21,20,24.08,0,0,0.5,"FZ:8 FG:2 ","FG ","FG",0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,"2015-01-07T19:59:00.000+0000","0.0","2015-01-07T15:03:00.000+0000","0.0","2015-01-07T18:00:00.000+0000",-20,0,7.475675675675675,0.14594594594594595,7.322784810126582,0.13291139240506328,8.058823529411764,0.13970588235294118,6.785714285714286,0.125,"2015-01-07T19:27:00.000+0000","2015-01-07T19:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N010AA",11298,"TX",14730,"SDF","KY",1145,1145,0,0,0,0,"1100-1159",1439,1440,1,1,0,0,"1400-1459",0,0,733,3,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103080153548,"2015-01-07T17:45:00.000+0000","2015010715","2015-01-07T15:45:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2015-01-07T10:33:00","FM-16","7","0.0",null,"2015-01-07T15:33:00.000+0000",-2,16,12,30.03,330,20,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:39:00.000+0000","0.0","2015-01-07T11:45:00.000+0000","0.0","2015-01-07T14:15:00.000+0000",210,0,7.476190476190476,0.14814814814814814,7.341463414634147,0.13414634146341464,7.65,0.1357142857142857,6.967213114754099,0.13114754098360656,"2015-01-07T17:45:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N439AA",11298,"TX",14869,"SLC","UT",1150,1217,27,27,1,1,"1100-1159",1341,1401,20,20,1,1,"1300-1359",0,0,989,4,20,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389548899,"2015-01-07T17:50:00.000+0000","2015010715","2015-01-07T15:50:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-01-07T07:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",27,30,29,26.16,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:41:00.000+0000","3.0","2015-01-07T15:01:00.000+0000","0.0","2015-01-07T16:58:00.000+0000",52,0,7.497354497354498,0.14814814814814814,7.27710843373494,0.13253012048192772,7.697841726618705,0.1366906474820144,7.15,0.13333333333333333,"2015-01-07T18:17:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N011AA",11298,"TX",11540,"ELP","TX",1150,1147,-3,0,0,-1,"1100-1159",1235,1232,-3,0,0,-1,"1200-1259",0,0,551,3,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",17180437837,"2015-01-07T17:50:00.000+0000","2015010715","2015-01-07T15:50:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1194.2","31.81111","-106.37583","2015-01-07T07:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",25,36,32,26.37,30,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:35:00.000+0000","30.0","2015-01-05T15:45:00.000+0000","20.0","2015-01-05T18:15:00.000+0000",2855,1,7.497354497354498,0.14814814814814814,7.27710843373494,0.13253012048192772,7.697841726618705,0.1366906474820144,7.15,0.13333333333333333,"2015-01-07T17:47:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N851AA",11298,"TX",14107,"PHX","AZ",1150,1153,3,3,0,0,"1100-1159",1329,1319,-10,0,0,-1,"1300-1359",0,0,868,4,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518991948,"2015-01-07T17:50:00.000+0000","2015010715","2015-01-07T15:50:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-07T07:51:00","FM-15","7","0.0",null,"2015-01-07T14:51:00.000+0000",37,49,43,28.98,210,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:29:00.000+0000","0.0","2015-01-07T14:00:00.000+0000","0.0","2015-01-07T17:03:00.000+0000",47,0,7.497354497354498,0.14814814814814814,7.27710843373494,0.13253012048192772,7.697841726618705,0.1366906474820144,7.15,0.13333333333333333,"2015-01-07T17:53:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N3AWAA",11298,"TX",14771,"SFO","CA",1150,1220,30,30,1,2,"1100-1159",1340,1348,8,8,0,0,"1300-1359",0,0,1464,6,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",895449,"2015-01-07T17:50:00.000+0000","2015010715","2015-01-07T15:50:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-07T06:56:00","FM-15","7","0.0",null,"2015-01-07T14:56:00.000+0000",42,45,44,30.16,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T21:40:00.000+0000","0.0","2015-01-07T13:55:00.000+0000","0.0","2015-01-07T16:53:00.000+0000",57,0,7.497354497354498,0.14814814814814814,7.27710843373494,0.13253012048192772,7.697841726618705,0.1366906474820144,7.15,0.13333333333333333,"2015-01-07T18:20:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N488AA",11298,"TX",13495,"MSY","LA",1150,1200,10,10,0,0,"1100-1159",1310,1318,8,8,0,0,"1300-1359",0,0,447,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",137440227806,"2015-01-07T17:50:00.000+0000","2015010715","2015-01-07T15:50:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",39,51,45,30.4,20,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:10:00.000+0000","7.0","2015-01-07T13:43:00.000+0000","0.0","2015-01-07T17:00:00.000+0000",50,0,7.497354497354498,0.14814814814814814,7.27710843373494,0.13253012048192772,7.697841726618705,0.1366906474820144,7.15,0.13333333333333333,"2015-01-07T18:00:00.000+0000","2015-01-07T18:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","AA",19805,"N473AA",11298,"TX",10423,"AUS","TX",1150,1148,-2,0,0,-1,"1100-1159",1248,1248,0,0,0,0,"1200-1259",0,0,190,1,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619123767,"2015-01-07T17:50:00.000+0000","2015010715","2015-01-07T15:50:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000","2015010714",18,34,29,29.98,20,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-01-07T08:53:00","FM-15","7","0.0",null,"2015-01-07T14:53:00.000+0000",35,48,42,29.95,360,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T18:48:00.000+0000","0.0","2015-01-07T15:00:00.000+0000","0.0","2015-01-07T16:40:00.000+0000",70,0,7.497354497354498,0.14814814814814814,7.27710843373494,0.13253012048192772,7.697841726618705,0.1366906474820144,7.15,0.13333333333333333,"2015-01-07T17:48:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T17:00:00.000+0000","DFW",1,1,7,3,"2015-01-07","EV",20366,"N904EV",11298,"TX",12992,"LIT","AR",1155,1154,-1,0,0,-1,"1100-1159",1302,1255,-7,0,0,-1,"1300-1359",0,0,304,2,0,0,0,0,0,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",214749385474,"2015-01-07T17:55:00.000+0000","2015010715","2015-01-07T15:55:00.000+0000","2015010714","2015010713","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000","2015010715",20,36,30,30.03,20,26,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",15,35,29,30.41,10,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:02:00.000+0000","0.0","2015-01-07T14:25:00.000+0000","0.0","2015-01-07T16:50:00.000+0000",65,0,7.523809523809524,0.14814814814814814,7.189349112426036,0.1301775147928994,6.98581560283688,0.1276595744680851,7.431034482758621,0.13793103448275862,"2015-01-07T17:54:00.000+0000","2015-01-07T17:00:00.000+0000",37,41,49,47,1.0425531914893618,85,84,1.0119047619047619,104,108,0.9629629629629629,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,116,114,1.0175438596491229,122,116,1.0517241379310345,138,129,1.069767441860465,179,163,1.098159509202454,882,889,1691,2411,2954,3131,3151,3197,3262,3362,3496,3761,4266],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","DL",19790,"N334NW",10821,"MD",11433,"DTW","MI",1300,1318,18,18,1,1,"1300-1359",1440,1448,8,8,0,0,"1400-1459",0,0,409,2,0,0,0,0,0,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",94489950059,"2015-01-07T18:00:00.000+0000","2015010716","2015-01-07T16:00:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-07T10:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",2,9,8,29.65,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:40:00.000+0000","62.0","2015-01-07T15:25:00.000+0000","0.0","2015-01-07T17:08:00.000+0000",52,1,7.425287356321839,0.14942528735632185,7.425287356321839,0.14942528735632185,6.719298245614035,0.14035087719298245,7.875,0.125,"2015-01-07T18:18:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N7724A",10821,"MD",10397,"ATL","GA",1300,1312,12,12,0,0,"1300-1359",1500,1521,21,21,1,1,"1500-1559",0,0,577,3,2,0,9,0,10,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",111669699361,"2015-01-07T18:00:00.000+0000","2015010716","2015-01-07T16:00:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-07T10:52:00","FM-15","7","0.0",null,"2015-01-07T15:52:00.000+0000",20,36,30,29.16,330,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:00:00.000+0000","6.0","2015-01-07T15:10:00.000+0000","0.0","2015-01-07T17:30:00.000+0000",30,0,7.425287356321839,0.14942528735632185,7.425287356321839,0.14942528735632185,6.719298245614035,0.14035087719298245,7.875,0.125,"2015-01-07T18:12:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","AA",19805,"N3HBAA",10821,"MD",13303,"MIA","FL",1305,1334,29,29,1,1,"1300-1359",1550,1605,15,15,1,1,"1500-1559",0,0,946,4,11,0,0,0,4,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",154619591304,"2015-01-07T18:05:00.000+0000","2015010716","2015-01-07T16:05:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-01-07T10:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",64,76,68,30.14,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:50:00.000+0000","23.0","2015-01-07T14:30:00.000+0000","0.0","2015-01-07T17:10:00.000+0000",55,1,7.375,0.14772727272727273,7.375,0.14772727272727273,6.8545454545454545,0.14545454545454545,8,0.125,"2015-01-07T18:34:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N603SW",10821,"MD",15304,"TPA","FL",1330,1329,-1,0,0,-1,"1300-1359",1605,1604,-1,0,0,-1,"1600-1659",0,0,842,4,0,0,0,0,0,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",731690,"2015-01-07T18:30:00.000+0000","2015010716","2015-01-07T16:30:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-01-07T10:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",35,62,49,30.24,340,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T21:05:00.000+0000","0.0","2015-01-07T16:40:00.000+0000","0.0","2015-01-07T17:50:00.000+0000",40,0,7.211111111111111,0.14444444444444443,7.292134831460674,0.14606741573033707,6.018867924528302,0.11320754716981132,9.894736842105264,0.15789473684210525,"2015-01-07T18:29:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N954WN",10821,"MD",14027,"PBI","FL",1335,1337,2,2,0,0,"1300-1359",1610,1618,8,8,0,0,"1600-1659",0,0,883,4,0,0,0,0,0,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",120259760001,"2015-01-07T18:35:00.000+0000","2015010716","2015-01-07T16:35:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2015-01-07T10:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",62,73,66,30.15,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T21:10:00.000+0000","17.0","2015-01-07T16:00:00.000+0000","0.0","2015-01-07T17:45:00.000+0000",50,1,7.211111111111111,0.14444444444444443,7.292134831460674,0.14606741573033707,6.26,0.12,11.076923076923077,0.15384615384615385,"2015-01-07T18:37:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N616SW",10821,"MD",10599,"BHM","AL",1335,1330,-5,0,0,-1,"1300-1359",1445,1456,11,11,0,0,"1400-1459",0,0,682,3,0,0,0,0,0,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",231929323011,"2015-01-07T18:35:00.000+0000","2015010716","2015-01-07T16:35:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBHM","BHM","Birmingham-Shuttlesworth International Airport","Birmingham","Alabama","US",650,33.56290054,-86.75350189,"America/Chicago","72228013876","BIRMINGHAM AIRPORT, AL US","187.5","33.56556","-86.745","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",20,34,29,29.75,340,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:45:00.000+0000","10.0","2015-01-07T15:30:00.000+0000","0.0","2015-01-07T17:45:00.000+0000",50,0,7.211111111111111,0.14444444444444443,7.292134831460674,0.14606741573033707,6.26,0.12,11.076923076923077,0.15384615384615385,"2015-01-07T18:30:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N657SW",10821,"MD",10721,"BOS","MA",1335,1424,49,49,1,3,"1300-1359",1455,1537,42,42,1,2,"1400-1459",0,0,369,2,33,0,0,0,9,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",231929381083,"2015-01-07T18:35:00.000+0000","2015010716","2015-01-07T16:35:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000",7,23,19,29.77,280,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:55:00.000+0000","23.0","2015-01-07T16:00:00.000+0000","0.0","2015-01-07T17:50:00.000+0000",45,1,7.211111111111111,0.14444444444444443,7.292134831460674,0.14606741573033707,6.26,0.12,11.076923076923077,0.15384615384615385,"2015-01-07T19:24:00.000+0000","2015-01-07T19:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","US",20355,"N715UW",10821,"MD",11057,"CLT","NC",1344,1521,97,97,1,6,"1300-1359",1515,1651,96,96,1,6,"1500-1559",0,0,361,2,0,0,0,0,96,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",68720159542,"2015-01-07T18:44:00.000+0000","2015010716","2015-01-07T16:44:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-07T10:52:00","FM-15","7","0.0",null,"2015-01-07T15:52:00.000+0000",16,39,31,29.3,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:15:00.000+0000","96.0","2015-01-07T16:30:00.000+0000","0.0","2015-01-07T17:54:00.000+0000",50,1,7.211111111111111,0.14444444444444443,7.292134831460674,0.14606741573033707,6.2,0.1,17.625,0.25,"2015-01-07T20:21:00.000+0000","2015-01-07T20:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","DL",19790,"N996DL",10821,"MD",10397,"ATL","GA",1345,1338,-7,0,0,-1,"1300-1359",1551,1536,-15,0,0,-1,"1500-1559",0,0,577,3,0,0,0,0,0,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",206158637195,"2015-01-07T18:45:00.000+0000","2015010716","2015-01-07T16:45:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-01-07T10:52:00","FM-15","7","0.0",null,"2015-01-07T15:52:00.000+0000",20,36,30,29.16,330,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T20:51:00.000+0000","11.0","2015-01-07T16:10:00.000+0000","0.0","2015-01-07T18:00:00.000+0000",45,0,7.131868131868132,0.14285714285714285,7.211111111111111,0.14444444444444443,6.048780487804878,0.0975609756097561,15.666666666666666,0.2222222222222222,"2015-01-07T18:38:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N424WN",10821,"MD",12191,"HOU","TX",1350,1421,31,31,1,2,"1300-1359",1635,1712,37,37,1,2,"1600-1659",0,0,1246,5,20,0,6,0,11,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",51539826120,"2015-01-07T18:50:00.000+0000","2015010716","2015-01-07T16:50:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T10:54:00","FM-15","7","0.0",null,"2015-01-07T15:54:00.000+0000","2015010715",3,23,18,29.95,290,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-01-07T09:53:00","FM-15","7","0.0",null,"2015-01-07T15:53:00.000+0000",46,54,50,30.4,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T22:35:00.000+0000","0.0","2015-01-07T17:05:00.000+0000","0.0","2015-01-07T18:20:00.000+0000",30,0,7.131868131868132,0.14285714285714285,7.211111111111111,0.14444444444444443,6.5,0.10526315789473684,17.625,0.25,"2015-01-07T19:21:00.000+0000","2015-01-07T19:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644],["2015-01-07T18:00:00.000+0000","BWI",1,1,7,3,"2015-01-07","WN",19393,"N7708E",10821,"MD",12391,"ISP","NY",1355,1351,-4,0,0,-1,"1300-1359",1455,1449,-6,0,0,-1,"1400-1459",0,0,220,1,0,0,0,0,0,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",266288102656,"2015-01-07T18:55:00.000+0000","2015010716","2015-01-07T16:55:00.000+0000","2015010715","2015010714","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-01-07T11:54:00","FM-15","7","0.0",null,"2015-01-07T16:54:00.000+0000","2015010716",5,23,18,29.94,290,21,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KISP","ISP","Long Island Mac Arthur Airport","Islip","New York","US",99,40.79520035,-73.10019684,"America/New_York","72505004781","ISLIP LI MACARTHUR AIRPORT, NY US","25.6","40.79388","-73.10189","2015-01-07T10:56:00","FM-15","7","0.0",null,"2015-01-07T15:56:00.000+0000",3,24,19,29.78,280,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2015-01-07T19:55:00.000+0000","0.0","2015-01-07T15:30:00.000+0000","0.0","2015-01-07T18:15:00.000+0000",40,0,7.131868131868132,0.14285714285714285,7.211111111111111,0.14444444444444443,6.0285714285714285,0.08571428571428572,2.8333333333333335,0,"2015-01-07T18:51:00.000+0000","2015-01-07T18:00:00.000+0000",10,12,19,23,0.8260869565217391,29,30,0.9666666666666667,54,56,0.9642857142857143,69,71,0.971830985915493,80,85,0.9411764705882353,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,83,86,0.9651162790697675,89,86,1.0348837209302326,924,883,1772,2574,3294,3837,4014,4034,4080,4145,4245,4379,4644]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"QUARTER","type":"\"integer\""},{"metadata":"{}","name":"MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_WEEK","type":"\"integer\""},{"metadata":"{}","name":"FL_DATE","type":"\"string\""},{"metadata":"{}","name":"OP_UNIQUE_CARRIER","type":"\"string\""},{"metadata":"{}","name":"OP_CARRIER_AIRLINE_ID","type":"\"integer\""},{"metadata":"{}","name":"TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"DEST_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"DEST_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"CRS_DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CRS_ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_DELAY","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"ARR_DEL15","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"DIVERTED","type":"\"double\""},{"metadata":"{}","name":"DISTANCE","type":"\"double\""},{"metadata":"{}","name":"DISTANCE_GROUP","type":"\"integer\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""},{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_icao","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_iata","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_name","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_city","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_subd","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_country","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_elevation","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_airport_lat","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_airport_lon","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_airport_tz","type":"\"string\""},{"metadata":"{}","name":"flight_id","type":"\"long\""},{"metadata":"{}","name":"ORIGIN_FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"HOUR_WEATHER_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"WEATHER_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"TWO_HOUR_WEATHER_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"THREE_HOUR_WEATHER_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_ID","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_NAME","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_ELEVATION","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_LATITUDE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_LONGITUDE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WEATHER_DATE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WEATHER_REPORT_TYPE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WEATHER_SOURCE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_HourlyPrecipitation","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_HourlyPresentWeatherType","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"HOUR_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_HourlyDewPointTemperature","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyDryBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyWetBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyStationPressure","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyWindDirection","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyWindSpeed","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyVisibility","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_AU_code","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AW_code","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_MW_code","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AU_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AU_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AU_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AU_FOG","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_FOG","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_FOG","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_icao","type":"\"string\""},{"metadata":"{}","name":"DEST_iata","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_name","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_city","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_subd","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_country","type":"\"string\""},{"metadata":"{}","name":"DEST_elevation","type":"\"double\""},{"metadata":"{}","name":"DEST_airport_lat","type":"\"double\""},{"metadata":"{}","name":"DEST_airport_lon","type":"\"double\""},{"metadata":"{}","name":"DEST_airport_tz","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_ID","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_NAME","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_ELEVATION","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_LATITUDE","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_LONGITUDE","type":"\"string\""},{"metadata":"{}","name":"DEST_WEATHER_DATE","type":"\"string\""},{"metadata":"{}","name":"DEST_WEATHER_REPORT_TYPE","type":"\"string\""},{"metadata":"{}","name":"DEST_WEATHER_SOURCE","type":"\"string\""},{"metadata":"{}","name":"DEST_HourlyPrecipitation","type":"\"string\""},{"metadata":"{}","name":"DEST_HourlyPresentWeatherType","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"DEST_HourlyDewPointTemperature","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyDryBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyWetBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyStationPressure","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyWindDirection","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyWindSpeed","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyVisibility","type":"\"float\""},{"metadata":"{}","name":"DEST_AU_code","type":"\"string\""},{"metadata":"{}","name":"DEST_AW_code","type":"\"string\""},{"metadata":"{}","name":"DEST_MW_code","type":"\"string\""},{"metadata":"{}","name":"DEST_AU_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_AU_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_AU_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_AU_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_FOG","type":"\"integer\""},{"metadata":"{}","name":"ARRIVAL_FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"PREV_DEP_DELAY","type":"\"string\""},{"metadata":"{}","name":"PREV_DEPARTURE_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"PREV_ARR_DELAY","type":"\"string\""},{"metadata":"{}","name":"PREV_ARRIVAL_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"time_between_flights","type":"\"double\""},{"metadata":"{}","name":"PREV_DEP_15","type":"\"integer\""},{"metadata":"{}","name":"AVG_DELAY_ORIGIN_LAST_12","type":"\"double\""},{"metadata":"{}","name":"PER_DELAY_15_ORIGIN_LAST_12","type":"\"double\""},{"metadata":"{}","name":"AVG_DELAY_ORIGIN_LAST_6","type":"\"double\""},{"metadata":"{}","name":"PER_DELAY_15_ORIGIN_LAST_6","type":"\"double\""},{"metadata":"{}","name":"AVG_DELAY_ORIGIN_LAST_3","type":"\"double\""},{"metadata":"{}","name":"PER_DELAY_15_ORIGIN_LAST_3","type":"\"double\""},{"metadata":"{}","name":"AVG_DELAY_ORIGIN_LAST_1","type":"\"double\""},{"metadata":"{}","name":"PER_DELAY_15_ORIGIN_LAST_1","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_FLIGHT_TIMESTAMP_ACT","type":"\"timestamp\""},{"metadata":"{}","name":"hour_stamp_act","type":"\"timestamp\""},{"metadata":"{}","name":"Q","type":"\"long\""},{"metadata":"{}","name":"Qs","type":"\"long\""},{"metadata":"{}","name":"Q1h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs1h_sum","type":"\"long\""},{"metadata":"{}","name":"R1h","type":"\"double\""},{"metadata":"{}","name":"Q2h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs2h_sum","type":"\"long\""},{"metadata":"{}","name":"R2h","type":"\"double\""},{"metadata":"{}","name":"Q3h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs3h_sum","type":"\"long\""},{"metadata":"{}","name":"R3h","type":"\"double\""},{"metadata":"{}","name":"Q4h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs4h_sum","type":"\"long\""},{"metadata":"{}","name":"R4h","type":"\"double\""},{"metadata":"{}","name":"Q5h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs5h_sum","type":"\"long\""},{"metadata":"{}","name":"R5h","type":"\"double\""},{"metadata":"{}","name":"Q6h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs6h_sum","type":"\"long\""},{"metadata":"{}","name":"R6h","type":"\"double\""},{"metadata":"{}","name":"Q7h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs7h_sum","type":"\"long\""},{"metadata":"{}","name":"R7h","type":"\"double\""},{"metadata":"{}","name":"Q8h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs8h_sum","type":"\"long\""},{"metadata":"{}","name":"R8h","type":"\"double\""},{"metadata":"{}","name":"Q9h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs9h_sum","type":"\"long\""},{"metadata":"{}","name":"R9h","type":"\"double\""},{"metadata":"{}","name":"Q10h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs10h_sum","type":"\"long\""},{"metadata":"{}","name":"R10h","type":"\"double\""},{"metadata":"{}","name":"Q11h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs11h_sum","type":"\"long\""},{"metadata":"{}","name":"R11h","type":"\"double\""},{"metadata":"{}","name":"Q12h_sum","type":"\"long\""},{"metadata":"{}","name":"Qs12h_sum","type":"\"long\""},{"metadata":"{}","name":"R12h","type":"\"double\""},{"metadata":"{}","name":"N","type":"\"long\""},{"metadata":"{}","name":"N1h_sum","type":"\"long\""},{"metadata":"{}","name":"N2h_sum","type":"\"long\""},{"metadata":"{}","name":"N3h_sum","type":"\"long\""},{"metadata":"{}","name":"N4h_sum","type":"\"long\""},{"metadata":"{}","name":"N5h_sum","type":"\"long\""},{"metadata":"{}","name":"N6h_sum","type":"\"long\""},{"metadata":"{}","name":"N7h_sum","type":"\"long\""},{"metadata":"{}","name":"N8h_sum","type":"\"long\""},{"metadata":"{}","name":"N9h_sum","type":"\"long\""},{"metadata":"{}","name":"N10h_sum","type":"\"long\""},{"metadata":"{}","name":"N11h_sum","type":"\"long\""},{"metadata":"{}","name":"N12h_sum","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["dataset# do the time intervals here\n","from pyspark.sql.functions import col,isnan,when,count,lit,split, max, min, year, month, date_trunc, expr\n","from pyspark.sql.window import Window\n","\n","hours = lambda i: i * 3600\n","\n","#windowSpec = Window.orderBy(col(\"hour_stamp\").cast('long')).rangeBetween(-hours(13), -hours(2))\n","\n","for i in range(3,15):\n"," print('N'+ str(i-2) +'h_sum')\n"," \n"," windowSpec_act = Window.partitionBy('ORIGIN').orderBy(col(\"hour_stamp\").cast('long')).rangeBetween(-hours(i), -hours(3))\n"," result = result.withColumn('Q'+ str(i-2) +'h_sum', sum(\"Q\").over(windowSpec_act))\n","\n"," windowSpec = Window.partitionBy('ORIGIN').orderBy(col(\"hour_stamp\").cast('long')).rangeBetween(-hours(i), -hours(3))\n"," result = result.withColumn('Qs'+ str(i-2) +'h_sum', sum(\"Qs\").over(windowSpec))\n"," \n"," result = result.withColumn('R'+ str(i-2) +'h', col('Q'+ str(i-2) +'h_sum')/col('Qs'+ str(i-2) +'h_sum'))\n"," \n","test_joined = dataset.join(result, [\"hour_stamp\",'ORIGIN'],'left')\n","test_joined = test_joined.join(df_time, \"hour_stamp\",'left')\n","test_joined.cache().count()\n","display(test_joined)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c30ee65f-081b-4474-a497-e2b7e52732f2","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
ORIGIN_FLIGHT_TIMESTAMPhour_stampORIGIN_FLIGHT_TIMESTAMP_ACThour_stamp_actQQsQ1h_sumQs1h_sumR1h
2018-07-01T09:30:00.000+00002018-07-01T09:00:00.000+00002018-07-01T09:30:00.000+00002018-07-01T09:00:00.000+000011900null
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2018-07-01T09:45:00.000+00002018-07-01T09:00:00.000+00002018-07-01T09:45:00.000+00002018-07-01T09:00:00.000+000011900null
2018-07-01T09:45:00.000+00002018-07-01T09:00:00.000+00002018-07-01T09:44:00.000+00002018-07-01T09:00:00.000+000011900null
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2018-07-01T09:50:00.000+00002018-07-01T09:00:00.000+00002018-07-01T09:50:00.000+00002018-07-01T09:00:00.000+000011900null
2018-07-01T09:55:00.000+00002018-07-01T09:00:00.000+00002018-07-01T09:47:00.000+00002018-07-01T09:00:00.000+000011900null
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2018-07-01T15:32:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:40:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
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2018-07-01T15:34:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:31:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
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2018-07-01T15:35:00.000+00002018-07-01T15:00:00.000+00002018-07-01T16:13:00.000+00002018-07-01T16:00:00.000+0000434579800.9875
2018-07-01T15:40:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:46:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:42:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:39:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:43:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:37:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:45:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:50:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:47:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:46:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:49:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:42:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:50:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:47:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:50:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:54:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
2018-07-01T15:55:00.000+00002018-07-01T15:00:00.000+00002018-07-01T15:51:00.000+00002018-07-01T15:00:00.000+0000434579800.9875
Showing the first 1000 rows.
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","name":"R1h","type":"\"double\""}],"type":"table"}},"output_type":"display_data"}],"source":["#display(test_joined.filter(col('ORIGIN')=='ATL').selesct())\n","display(test_joined.filter((col('ORIGIN')==\"ATL\") & (year(test_joined.ORIGIN_FLIGHT_TIMESTAMP) == 2018) & (month(test_joined.ORIGIN_FLIGHT_TIMESTAMP) == 7)).select('ORIGIN_FLIGHT_TIMESTAMP','hour_stamp',\"ORIGIN_FLIGHT_TIMESTAMP_ACT\",'hour_stamp_act', 'Q', 'Qs', 'Q1h_sum','Qs1h_sum', 'R1h' ))\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"05aeed9f-eb16-4e31-9917-637c9fce0099","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampORIGINQQsQ1h_sumQs1h_sumR1hQ2h_sumQs2h_sumR2hQ3h_sumQs3h_sumR3hQ4h_sumQs4h_sumR4hQ5h_sumQs5h_sumR5hQ6h_sumQs6h_sumR6hQ7h_sumQs7h_sumR7hQ8h_sumQs8h_sumR8hQ9h_sumQs9h_sumR9hQ10h_sumQs10h_sumR10hQ11h_sumQs11h_sumR11hQ12h_sumQs12h_sumR12h
2018-07-01T00:00:00.000+0000ATL564064641.01261290.97674418604651162011961.02551020408163262432480.97983870967741942983040.98026315789473683623710.97574123989218334154260.97417840375586854884980.97991967871485945645820.96907216494845366516590.98786039453717766726840.98245614035087716866980.9828080229226361
2018-07-01T01:00:00.000+0000ATL566045381.18421052631578941091021.06862745098039211711671.02395209580838322462341.05128205128205132882861.0069930069930073433421.00292397660818724074090.99511002444987774604640.99137931034482765335360.99440298507462696096200.98225806451612916966970.99856527977044477177220.9930747922437673
2018-07-01T02:00:00.000+0000ATL636365810.80246913580246911101190.92436974789915971741830.95081967213114752362480.95161290322580653113150.98730158730158733533670.96185286103542234084230.96453900709219854724900.9632653061224495255450.9633027522935785986170.96920583468395466747010.96148359486447937617780.9781491002570694
2018-07-01T03:00:00.000+0000ATL5056401.41211211.01661591.04402515723270442302231.0313901345291482922881.01388888888888883673551.03380281690140844094071.00491400491400484644631.00215982721382285285300.99622641509433965815850.99316239316239326546570.99543378995433787307410.9851551956815114
2018-07-01T04:00:00.000+0000ATL0056600.93333333333333331121001.121771810.97790055248618782222191.01369863013698642862831.0106007067137813483481.04234151.01927710843373494654670.99571734475374735205230.9942638623326965845900.98983050847457636376450.98759689922480627107170.9902370990237099
2018-07-01T05:00:00.000+0000ATL0063631.01191230.9674796747967481751631.07361963190184052402440.98360655737704922852821.01063829787234053493461.00867052023121384114111.04864781.01673640167364025285300.99622641509433965835860.99488054607508546476530.99081163859111797007080.9887005649717514
2018-07-01T06:00:00.000+0000ATL0050null68631.07936507936507931241231.0081300813008131801631.10429447852760742452441.00409836065573772902821.02836879432624123543461.0231213872832374164111.01216545012165464914781.02719665271966525335301.00566037735849075885861.00341296928327656526530.998468606431853
2018-07-01T07:00:00.000+0000ATL0000null50null68631.07936507936507931241231.0081300813008131801631.10429447852760742452441.00409836065573772902821.02836879432624123543461.0231213872832374164111.01216545012165464914781.02719665271966525335301.00566037735849075885861.0034129692832765
2018-07-01T08:00:00.000+0000ATL0000null00null50null68631.07936507936507931241231.0081300813008131801631.10429447852760742452441.00409836065573772902821.02836879432624123543461.0231213872832374164111.01216545012165464914781.02719665271966525335301.0056603773584907
2018-07-01T09:00:00.000+0000ATL11900null00null00null50null68631.07936507936507931241231.0081300813008131801631.10429447852760742452441.00409836065573772902821.02836879432624123543461.0231213872832374164111.01216545012165464914781.0271966527196652
2018-07-01T10:00:00.000+0000ATL141700null00null00null00null50null68631.07936507936507931241231.0081300813008131801631.10429447852760742452441.00409836065573772902821.02836879432624123543461.0231213872832374164111.0121654501216546
2018-07-01T11:00:00.000+0000ATL292700null00null00null00null00null50null68631.07936507936507931241231.0081300813008131801631.10429447852760742452441.00409836065573772902821.02836879432624123543461.023121387283237
2018-07-01T12:00:00.000+0000ATL79801191.22222222222222231191.22222222222222231191.22222222222222231191.22222222222222231191.22222222222222231191.22222222222222231691.777777777777777779721.09722222222222231351321.02272727272727271911721.11046511627906972562531.01185770750988143012911.034364261168385
2018-07-01T13:00:00.000+0000ATL858114170.823529411764705825260.961538461538461625260.961538461538461625260.961538461538461625260.961538461538461625260.961538461538461625260.961538461538461630261.153846153846153793891.04494382022471921491491.02051891.08465608465608472702701.0
2018-07-01T14:00:00.000+0000ATL737629271.074074074074074243440.977272727272727354531.018867924528301954531.018867924528301954531.018867924528301954531.018867924528301954531.018867924528301954531.018867924528301959531.11320754716981131221161.05172413793103451781761.01136363636363652342161.0833333333333333
2018-07-01T15:00:00.000+0000ATL434579800.98751081071.00934579439252331221240.98387096774193551331331.01331331.01331331.01331331.01331331.01331331.01381331.0375939849624062011961.02551020408163262572561.00390625
2018-07-01T16:00:00.000+0000ATL606185811.04938271604938271641611.01863354037267071931881.02659574468085112072051.00975609756097562182141.01869158878504672182141.01869158878504672182141.01869158878504672182141.01869158878504672182141.01869158878504672182141.01869158878504672232141.04205607476635522862771.032490974729242
2018-07-01T17:00:00.000+0000ATL595873760.96052631578947371581571.00636942675159242372371.02662641.00757575757575762802810.996441281138792912901.00344827586206892912901.00344827586206892912901.00344827586206892912901.00344827586206892912901.00344827586206892912901.00344827586206892962901.0206896551724138
2018-07-01T18:00:00.000+0000ATL535043450.95555555555555561161210.95867768595041322012020.9950495049504952802820.99290780141843973093091.03233260.990797546012273343350.99701492537313433343350.99701492537313433343350.99701492537313433343350.99701492537313433343350.99701492537313433343350.9970149253731343
2018-07-01T19:00:00.000+0000ATL666860610.98360655737704921031060.97169811320754721761820.9670329670329672612630.99239543726235753403430.99125364431486883693700.99729729729729733833870.98966408268733853943960.99494949494949493943960.99494949494949493943960.99494949494949493943960.99494949494949493943960.9949494949494949
2018-07-01T20:00:00.000+0000ATL606559581.01724137931034481191191.01621640.98780487804878052352400.97916666666666663203210.99688473520249223994010.99501246882793024284281.04424450.99325842696629224534540.99779735682819384534540.99779735682819384534540.99779735682819384534540.9977973568281938
2018-07-01T21:00:00.000+0000ATL586053501.061121081.0370370370370371721691.0177514792899412152141.00467289719626172882900.9931034482758623733711.0053908355795154524511.00221729490022174814781.0062761506276154954951.05065041.0039682539682545065041.0039682539682545065041.003968253968254
2018-07-01T22:00:00.000+0000ATL423566680.97058823529411761191181.00847457627118641781761.01136363636363652382371.00421940928270042812820.99645390070921993543580.98882681564245814394391.05185190.99807321772639695475461.00183150183150185615630.99644760213143875725721.05725721.0
2018-07-01T23:00:00.000+0000ATL677960650.92307692307692311261330.94736842105263151791830.97814207650273222382410.98755186721991712983020.98675496688741733413470.98270893371757934144230.97872340425531914995040.99007936507936515785840.98972602739726026076110.99345335515548286216280.98885350318471336326370.9921507064364207
2018-07-02T00:00:00.000+0000ATL534958600.96666666666666671181250.9441841930.95336787564766832372430.97530864197530862963010.98338870431893693563620.98342541436464093994070.98034398034398034724830.97722567287784685575640.98758865248226956366440.98757763975155286656710.99105812220566316796880.9869186046511628
2018-07-02T01:00:00.000+0000ATL615842351.2100951.05263157894736841601601.02262280.99122807017543862792781.00359712230215833383361.0059523809523813983971.00251889168765754414420.9977375565610865145180.99227799227799235995991.06786790.99852724594992647077061.001416430594901
2018-07-02T02:00:00.000+0000ATL777567790.84810126582278481091140.9561403508771931671740.95977011494252872272390.94979079497907952933070.95439739413680783463570.9691876750700284054150.97590361445783144654760.9768907563025215085210.97504798464491365815970.97319932998324956666780.98230088495575227457580.9828496042216359
2018-07-02T03:00:00.000+0000ATL5253491.08163265306122461201280.93751621630.99386503067484672202230.98654708520179372802880.97222222222222223463560.97191011235955063994060.98275862068965514584640.98706896551724135185250.98666666666666675615700.98421052631578946346460.98142414860681127197270.9889958734525447
2018-07-02T04:00:00.000+0000ATL3061581.05172413793103451141071.06542056074766341811860.97311827956989252232211.0090497737556562812811.03413460.98554913294797694074140.98309178743961364604640.99137931034482765195220.99425287356321835795830.99313893653516296226280.99044585987261156957040.9872159090909091
2018-07-02T05:00:00.000+0000ATL3077751.02666666666666661381331.0375939849624061911821.04945054945054952582610.98850574712643683002961.01351351351351363583561.00561797752808984184210.99287410926365794844890.98977505112474445375390.99628942486085355965970.9983249581239536566580.99696048632218856997030.9943100995732574
2018-07-02T06:00:00.000+0000ATL10522.582771.06493506493506481431351.05925925925925931961841.0652173913043482632631.03052981.0234899328859063633581.01396648044692734234231.04894910.99592668024439925425411.00184842883548996015991.0033388981636066616601.0015151515151515
2018-07-02T07:00:00.000+0000ATL0030null824.085771.1038961038961041461351.08148148148148151991841.08152173913043482662631.01140684410646393082981.03355704697986583663581.02234636871508384264231.00709219858156024924911.00203665987780035455411.00739371534195946045991.008347245409015
2018-07-02T08:00:00.000+0000ATL0030null60null1125.588771.14285714285714281491351.10370370370370362021841.09782608695652172692631.02281368821292773112981.04362416107382553693581.03072625698324034294231.01418439716312064954911.00814663951120155485411.0129390018484288
2018-07-02T09:00:00.000+0000ATL13910null40null70null1226.089771.1558441558441561501351.11111111111111122031841.10326086956521732702631.0266159695817493122981.04697986577181213703581.03351955307262584304231.0165484633569744964911.010183299389002
2018-07-02T10:00:00.000+0000ATL171700null10null40null70null1226.089771.1558441558441561501351.11111111111111122031841.10326086956521732702631.0266159695817493122981.04697986577181213703581.03351955307262584304231.016548463356974
2018-07-02T11:00:00.000+0000ATL232700null00null10null40null70null1226.089771.1558441558441561501351.11111111111111122031841.10326086956521732702631.0266159695817493122981.04697986577181213703581.0335195530726258
2018-07-02T12:00:00.000+0000ATL84831391.44444444444444441391.44444444444444441391.44444444444444441491.55555555555555561791.88888888888888882092.222222222222222325112.272727272727273102861.1860465116279071631441.13194444444444442161931.11917098445595852832721.04044117647058833253071.0586319218241043
2018-07-02T13:00:00.000+0000ATL788117171.030261.153846153846153730261.153846153846153730261.153846153846153731261.192307692307692334261.307692307692307737261.423076923076923142281.51191031.15533980582524261801611.11801242236024832332101.10952380952380963002891.0380622837370241
2018-07-02T14:00:00.000+0000ATL797623270.851851851851851940440.909090909090909153531.053531.053531.054531.018867924528301957531.075471698113207560531.132075471698113265551.18181818181818191421301.09230769230769222031881.07978723404255322562371.080168776371308
2018-07-02T15:00:00.000+0000ATL464984831.01204819277108431071100.97272727272727281241270.97637795275590561371361.00735294117647061371361.00735294117647061371361.00735294117647061381361.01470588235294111411361.0367647058823531441361.05882352941176471491381.07971014492753612262131.06103286384976532872711.0590405904059041
2018-07-02T16:00:00.000+0000ATL636178810.96296296296296291621640.98780487804878051851910.96858638743455492022080.97115384615384612152170.99078341013824892152170.99078341013824892152170.99078341013824892162170.99539170506912442192171.00921658986175112222171.0230414746543782272191.03652968036529683042941.034013605442177
2018-07-02T17:00:00.000+0000ATL616479761.03947368421052631571571.02412401.00416666666666672642670.98876404494382022812840.98943661971830992942931.00341296928327652942931.00341296928327652942931.00341296928327652952931.0068259385665532982931.01706484641638233012931.02730375426621163062951.0372881355932204
2018-07-02T18:00:00.000+0000ATL464246490.93877551020408171251251.02032060.98543689320388352872890.99307958477508653103160.98101265822784813273330.98198198198198193403420.99415204678362573403420.99415204678362573403420.99415204678362573413420.99707602339181293443421.00584795321637423473421.0146198830409356
2018-07-02T19:00:00.000+0000ATL697163611.03278688524590171091100.9909090909090911881861.0107526881720432662670.99625468164794013503501.03733770.98938992042440323903940.98984771573604064034031.04034031.04034031.04044031.00248138957816374074031.0099255583126552
2018-07-02T20:00:00.000+0000ATL576161640.9531251241250.9921701740.97701149425287362492500.9963273310.98791540785498494114140.99275362318840584344410.98412698412698414514580.98471615720524024644670.99357601713062094644670.99357601713062094644670.99357601713062094654670.9957173447537473
2018-07-02T21:00:00.000+0000ATL464946421.09523809523809531071061.0094339622641511701671.01796407185628752162161.02952921.01027397260273973733731.04574561.00219298245614044804830.99378881987577644975000.9945105091.00196463654223975105091.00196463654223975105091.0019646365422397
2018-07-02T22:00:00.000+0000ATL332969710.9718309859154931151131.01769911504424781761770.99435028248587582392381.0042016806722692852870.99303135888501743643631.0027548209366394424440.99549549549549555265270.99810246679316885495540.99097472924187725665710.99124343257443085795800.99827586206896565795800.9982758620689656
2018-07-02T23:00:00.000+0000ATL717657610.93442622950819681261320.95454545454545461721740.98850574712643682332380.97899159663865542962990.98996655518394653423480.98275862068965514214240.99292452830188684995050.98811881188118815835880.99149659863945586066150.98536585365853666236320.98575949367088616366410.9921996879875195
2018-07-03T00:00:00.000+0000ATL484646490.93877551020408171031100.93636363636363641721810.95027624309392272182230.97757847533632292792870.97212543554006973423480.98275862068965513883970.97732997481108314674730.98731501057082455455540.9837545126353796296370.98744113029827326526640.98192771084337356696810.9823788546255506
2018-07-03T01:00:00.000+0000ATL495333291.137931034482758779781.01282051282051281361390.97841726618705042052100.97619047619047622512520.9960317460317463123160.98734177215189883753770.99469496021220164214260.98826291079812215005020.99601593625498015785830.99142367066895366626660.9939939939939946856930.9884559884559885
2018-07-03T02:00:00.000+0000ATL777671760.93421052631578951041050.99047619047619051501540.9740259740259742072150.96279069767441862762860.9650349650349653223280.98170731707317073833920.97704081632653064464530.98454746136865354925020.98007968127490045715780.98788927335640146496590.98482549317147197337420.9878706199460916
2018-07-03T03:00:00.000+0000ATL8548461.04347826086956521191220.97540983606557371521511.00662251655629141982000.992552610.97701149425287363243320.97590361445783143703740.98930481283422464314380.98401826484018264944990.98997995991983975405480.98540145985401466196240.99198717948717956977050.9886524822695035
2018-07-03T04:00:00.000+0000ATL1049530.924528301886792597990.97979797979797981681750.962012040.98529411764705892472530.97628458498023723043140.96815286624203823733850.96883116883116884194270.98126463700234194804910.97759674134419555435520.98369565217391315896010.98003327787021636686770.9867060561299852
2018-07-03T05:00:00.000+0000ATL0077761.0131578947368421261290.97674418604651161741750.99428571428571432452510.97609561752988052782800.99285714285714293243290.98480243161094233813900.97692307692307694504610.97613882863340564965030.98608349900596435575670.9823633156966496206280.98726114649681536666770.983751846381093
2018-07-03T06:00:00.000+0000ATL10851.685811.04938271604938271341341.01821801.0111111111111112532560.988281252862851.00350877192982463323340.99401197604790413893950.98481012658227854584660.98283261802575115045080.99212598425196855655720.98776223776223786286330.9921011058451816
2018-07-03T07:00:00.000+0000ATL0010null951.886811.06172839506172841351341.0074626865671641831801.01666666666666662542560.99218752872851.00701754385964913333340.99700598802395213903950.98734177215189884594660.98497854077253225055080.99409448818897645665720.9895104895104895
2018-07-03T08:00:00.000+0000ATL0000null10null951.886811.06172839506172841351341.0074626865671641831801.01666666666666662542560.99218752872851.00701754385964913333340.99700598802395213903950.98734177215189884594660.98497854077253225055080.9940944881889764
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& (year(result.hour_stamp) == 2018) & (month(result.hour_stamp) == 7)).orderBy('hour_stamp'))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3e4067eb-ed6f-4693-a10d-d3b0f697c340","showTitle":false,"title":""}},"outputs":[],"source":["#write to blob\n","#dataset.columns\n","test_joined.write.mode(\"overwrite\").parquet(f\"{blob_url}/QRN_fullset_V3\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fa8d1336-a780-403a-bab9-75f17779a462","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stampORIGINQ
2018-07-01T00:00:00.000+0000ATL56
2018-07-01T01:00:00.000+0000ATL56
2018-07-01T02:00:00.000+0000ATL63
2018-07-01T03:00:00.000+0000ATL5
2018-07-01T09:00:00.000+0000ATL11
2018-07-01T10:00:00.000+0000ATL14
2018-07-01T11:00:00.000+0000ATL29
2018-07-01T12:00:00.000+0000ATL79
2018-07-01T13:00:00.000+0000ATL85
2018-07-01T14:00:00.000+0000ATL73
2018-07-01T15:00:00.000+0000ATL43
2018-07-01T16:00:00.000+0000ATL60
2018-07-01T17:00:00.000+0000ATL59
2018-07-01T18:00:00.000+0000ATL53
2018-07-01T19:00:00.000+0000ATL66
2018-07-01T20:00:00.000+0000ATL60
2018-07-01T21:00:00.000+0000ATL58
2018-07-01T22:00:00.000+0000ATL42
2018-07-01T23:00:00.000+0000ATL67
2018-07-02T00:00:00.000+0000ATL53
2018-07-02T01:00:00.000+0000ATL61
2018-07-02T02:00:00.000+0000ATL77
2018-07-02T03:00:00.000+0000ATL5
2018-07-02T04:00:00.000+0000ATL3
2018-07-02T05:00:00.000+0000ATL3
2018-07-02T06:00:00.000+0000ATL1
2018-07-02T09:00:00.000+0000ATL13
2018-07-02T10:00:00.000+0000ATL17
2018-07-02T11:00:00.000+0000ATL23
2018-07-02T12:00:00.000+0000ATL84
2018-07-02T13:00:00.000+0000ATL78
2018-07-02T14:00:00.000+0000ATL79
2018-07-02T15:00:00.000+0000ATL46
2018-07-02T16:00:00.000+0000ATL63
2018-07-02T17:00:00.000+0000ATL61
2018-07-02T18:00:00.000+0000ATL46
2018-07-02T19:00:00.000+0000ATL69
2018-07-02T20:00:00.000+0000ATL57
2018-07-02T21:00:00.000+0000ATL46
2018-07-02T22:00:00.000+0000ATL33
2018-07-02T23:00:00.000+0000ATL71
2018-07-03T00:00:00.000+0000ATL48
2018-07-03T01:00:00.000+0000ATL49
2018-07-03T02:00:00.000+0000ATL77
2018-07-03T03:00:00.000+0000ATL8
2018-07-03T04:00:00.000+0000ATL1
2018-07-03T06:00:00.000+0000ATL1
2018-07-03T09:00:00.000+0000ATL9
2018-07-03T10:00:00.000+0000ATL12
2018-07-03T11:00:00.000+0000ATL23
2018-07-03T12:00:00.000+0000ATL83
2018-07-03T13:00:00.000+0000ATL75
2018-07-03T14:00:00.000+0000ATL75
2018-07-03T15:00:00.000+0000ATL49
2018-07-03T16:00:00.000+0000ATL56
2018-07-03T17:00:00.000+0000ATL59
2018-07-03T18:00:00.000+0000ATL49
2018-07-03T19:00:00.000+0000ATL63
2018-07-03T20:00:00.000+0000ATL54
2018-07-03T21:00:00.000+0000ATL50
2018-07-03T22:00:00.000+0000ATL32
2018-07-03T23:00:00.000+0000ATL70
2018-07-04T00:00:00.000+0000ATL48
2018-07-04T01:00:00.000+0000ATL52
2018-07-04T02:00:00.000+0000ATL68
2018-07-04T03:00:00.000+0000ATL1
2018-07-04T09:00:00.000+0000ATL9
2018-07-04T10:00:00.000+0000ATL11
2018-07-04T11:00:00.000+0000ATL19
2018-07-04T12:00:00.000+0000ATL81
2018-07-04T13:00:00.000+0000ATL66
2018-07-04T14:00:00.000+0000ATL76
2018-07-04T15:00:00.000+0000ATL47
2018-07-04T16:00:00.000+0000ATL58
2018-07-04T17:00:00.000+0000ATL63
2018-07-04T18:00:00.000+0000ATL45
2018-07-04T19:00:00.000+0000ATL59
2018-07-04T20:00:00.000+0000ATL54
2018-07-04T21:00:00.000+0000ATL47
2018-07-04T22:00:00.000+0000ATL34
2018-07-04T23:00:00.000+0000ATL62
2018-07-05T00:00:00.000+0000ATL37
2018-07-05T01:00:00.000+0000ATL44
2018-07-05T02:00:00.000+0000ATL72
2018-07-05T03:00:00.000+0000ATL4
2018-07-05T04:00:00.000+0000ATL2
2018-07-05T05:00:00.000+0000ATL1
2018-07-05T09:00:00.000+0000ATL10
2018-07-05T10:00:00.000+0000ATL16
2018-07-05T11:00:00.000+0000ATL23
2018-07-05T12:00:00.000+0000ATL95
2018-07-05T13:00:00.000+0000ATL78
2018-07-05T14:00:00.000+0000ATL80
2018-07-05T15:00:00.000+0000ATL44
2018-07-05T16:00:00.000+0000ATL60
2018-07-05T17:00:00.000+0000ATL67
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8-07-29T01:00:00.000+0000","ATL",53],["2018-07-29T02:00:00.000+0000","ATL",64],["2018-07-29T03:00:00.000+0000","ATL",2],["2018-07-29T04:00:00.000+0000","ATL",3],["2018-07-29T05:00:00.000+0000","ATL",1],["2018-07-29T09:00:00.000+0000","ATL",11],["2018-07-29T10:00:00.000+0000","ATL",19],["2018-07-29T11:00:00.000+0000","ATL",20],["2018-07-29T12:00:00.000+0000","ATL",83],["2018-07-29T13:00:00.000+0000","ATL",81],["2018-07-29T14:00:00.000+0000","ATL",77],["2018-07-29T15:00:00.000+0000","ATL",53],["2018-07-29T16:00:00.000+0000","ATL",57],["2018-07-29T17:00:00.000+0000","ATL",68],["2018-07-29T18:00:00.000+0000","ATL",65],["2018-07-29T19:00:00.000+0000","ATL",87],["2018-07-29T20:00:00.000+0000","ATL",77],["2018-07-29T21:00:00.000+0000","ATL",69],["2018-07-29T22:00:00.000+0000","ATL",39],["2018-07-29T23:00:00.000+0000","ATL",82],["2018-07-30T00:00:00.000+0000","ATL",74],["2018-07-30T01:00:00.000+0000","ATL",77],["2018-07-30T02:00:00.000+0000","ATL",70],["2018-07-30T03:00:00.000+0000","ATL",28],["2018-07-30T04:00:00.000+0000","ATL",4],["2018-07-30T05:00:00.000+0000","ATL",1],["2018-07-30T09:00:00.000+0000","ATL",17],["2018-07-30T10:00:00.000+0000","ATL",21],["2018-07-30T11:00:00.000+0000","ATL",33],["2018-07-30T12:00:00.000+0000","ATL",101],["2018-07-30T13:00:00.000+0000","ATL",78],["2018-07-30T14:00:00.000+0000","ATL",88],["2018-07-30T15:00:00.000+0000","ATL",45],["2018-07-30T16:00:00.000+0000","ATL",66],["2018-07-30T17:00:00.000+0000","ATL",73],["2018-07-30T18:00:00.000+0000","ATL",67],["2018-07-30T19:00:00.000+0000","ATL",83],["2018-07-30T20:00:00.000+0000","ATL",80],["2018-07-30T21:00:00.000+0000","ATL",66],["2018-07-30T22:00:00.000+0000","ATL",38],["2018-07-30T23:00:00.000+0000","ATL",84],["2018-07-31T00:00:00.000+0000","ATL",65],["2018-07-31T01:00:00.000+0000","ATL",83],["2018-07-31T02:00:00.000+0000","ATL",66],["2018-07-31T03:00:00.000+0000","ATL",35],["2018-07-31T04:00:00.000+0000","ATL",51],["2018-07-31T05:00:00.000+0000","ATL",36],["2018-07-31T06:00:00.000+0000","ATL",27],["2018-07-31T07:00:00.000+0000","ATL",5],["2018-07-31T09:00:00.000+0000","ATL",14],["2018-07-31T10:00:00.000+0000","ATL",19],["2018-07-31T11:00:00.000+0000","ATL",37],["2018-07-31T12:00:00.000+0000","ATL",102],["2018-07-31T13:00:00.000+0000","ATL",67],["2018-07-31T14:00:00.000+0000","ATL",100],["2018-07-31T15:00:00.000+0000","ATL",42],["2018-07-31T16:00:00.000+0000","ATL",68],["2018-07-31T17:00:00.000+0000","ATL",56],["2018-07-31T18:00:00.000+0000","ATL",62],["2018-07-31T19:00:00.000+0000","ATL",24],["2018-07-31T20:00:00.000+0000","ATL",59],["2018-07-31T21:00:00.000+0000","ATL",23],["2018-07-31T22:00:00.000+0000","ATL",31],["2018-07-31T23:00:00.000+0000","ATL",32]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"hour_stamp","type":"\"timestamp\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"Q","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["display(Q_df.filter((col('ORIGIN')==\"ATL\") & (year(Q_df.hour_stamp) == 2018) & (month(Q_df.hour_stamp) == 7)).orderBy('hour_stamp'))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"707f04fe-9c25-4188-98ff-6cb485aa5e30","showTitle":false,"title":""}},"outputs":[],"source":["Qs_df_debug =df_pivoted_train.groupBy(\"hour_stamp\", \"ORIGIN\").count()\n","Q_df_debug = df_pivoted_train.groupBy(\"hour_stamp_act\", \"ORIGIN\").count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8a975d31-251a-47aa-b713-f7c5266bd1ba","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
hour_stamp_actORIGINcount
2018-07-28T01:00:00.000+0000ATL86
2018-07-19T22:00:00.000+0000ATL49
2018-07-06T15:00:00.000+0000ATL52
2018-07-17T09:00:00.000+0000ATL14
2018-07-01T01:00:00.000+0000ATL54
2018-07-26T14:00:00.000+0000ATL85
2018-07-26T01:00:00.000+0000ATL85
2018-07-16T03:00:00.000+0000ATL37
2018-07-02T19:00:00.000+0000ATL69
2018-07-01T21:00:00.000+0000ATL58
2018-07-30T11:00:00.000+0000ATL33
2018-07-31T09:00:00.000+0000ATL14
2018-07-14T01:00:00.000+0000ATL90
2018-07-03T17:00:00.000+0000ATL59
2018-07-19T11:00:00.000+0000ATL36
2018-07-23T17:00:00.000+0000ATL77
2018-07-23T00:00:00.000+0000ATL34
2018-07-09T19:00:00.000+0000ATL86
2018-07-27T03:00:00.000+0000ATL25
2018-07-15T09:00:00.000+0000ATL11
2018-07-25T17:00:00.000+0000ATL76
2018-07-30T12:00:00.000+0000ATL102
2018-07-05T14:00:00.000+0000ATL80
2018-07-24T23:00:00.000+0000ATL77
2018-07-09T00:00:00.000+0000ATL69
2018-07-04T16:00:00.000+0000ATL58
2018-07-22T17:00:00.000+0000ATL65
2018-07-10T21:00:00.000+0000ATL65
2018-07-10T20:00:00.000+0000ATL74
2018-07-19T20:00:00.000+0000ATL84
2018-07-06T10:00:00.000+0000ATL19
2018-07-30T15:00:00.000+0000ATL46
2018-07-08T10:00:00.000+0000ATL18
2018-07-28T10:00:00.000+0000ATL15
2018-07-13T22:00:00.000+0000ATL42
2018-07-29T17:00:00.000+0000ATL68
2018-07-27T16:00:00.000+0000ATL69
2018-07-15T13:00:00.000+0000ATL79
2018-07-23T19:00:00.000+0000ATL74
2018-07-26T15:00:00.000+0000ATL49
2018-07-04T19:00:00.000+0000ATL59
2018-07-04T20:00:00.000+0000ATL54
2018-07-26T11:00:00.000+0000ATL35
2018-07-16T17:00:00.000+0000ATL73
2018-07-05T17:00:00.000+0000ATL67
2018-07-27T20:00:00.000+0000ATL68
2018-07-18T22:00:00.000+0000ATL48
2018-07-29T14:00:00.000+0000ATL77
2018-07-18T01:00:00.000+0000ATL80
2018-07-01T18:00:00.000+0000ATL53
2018-07-05T12:00:00.000+0000ATL96
2018-07-08T16:00:00.000+0000ATL68
2018-07-09T22:00:00.000+0000ATL43
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['QUARTER',\n"," 'MONTH',\n"," 'DAY_OF_MONTH',\n"," 'DAY_OF_WEEK',\n"," 'FL_DATE',\n"," 'OP_UNIQUE_CARRIER',\n"," 'OP_CARRIER_AIRLINE_ID',\n"," 'TAIL_NUM',\n"," 'ORIGIN_AIRPORT_ID',\n"," 'ORIGIN',\n"," 'ORIGIN_STATE_ABR',\n"," 'DEST_AIRPORT_ID',\n"," 'DEST',\n"," 'DEST_STATE_ABR',\n"," 'CRS_DEP_TIME',\n"," 'DEP_TIME',\n"," 'DEP_DELAY',\n"," 'DEP_DELAY_NEW',\n"," 'DEP_DEL15',\n"," 'DEP_DELAY_GROUP',\n"," 'DEP_TIME_BLK',\n"," 'CRS_ARR_TIME',\n"," 'ARR_TIME',\n"," 'ARR_DELAY',\n"," 'ARR_DELAY_NEW',\n"," 'ARR_DEL15',\n"," 'ARR_DELAY_GROUP',\n"," 'ARR_TIME_BLK',\n"," 'CANCELLED',\n"," 'DIVERTED',\n"," 'DISTANCE',\n"," 'DISTANCE_GROUP',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY',\n"," 'YEAR',\n"," 'ident',\n"," 'type',\n"," 'name',\n"," 'elevation_ft',\n"," 'continent',\n"," 'iso_country',\n"," 'iso_region',\n"," 'municipality',\n"," 'gps_code',\n"," 'iata_code',\n"," 'local_code',\n"," 'coordinates',\n"," 'tz',\n"," 'FLIGHT_TIMESTAMP',\n"," 'calc_dep_delay',\n"," 'calc_arr_delay',\n"," 'CITY_PAIR',\n"," 'FLIGHT_TIMESTAMP_ACT']"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[134]: ['QUARTER',\n 'MONTH',\n 'DAY_OF_MONTH',\n 'DAY_OF_WEEK',\n 'FL_DATE',\n 'OP_UNIQUE_CARRIER',\n 'OP_CARRIER_AIRLINE_ID',\n 'TAIL_NUM',\n 'ORIGIN_AIRPORT_ID',\n 'ORIGIN',\n 'ORIGIN_STATE_ABR',\n 'DEST_AIRPORT_ID',\n 'DEST',\n 'DEST_STATE_ABR',\n 'CRS_DEP_TIME',\n 'DEP_TIME',\n 'DEP_DELAY',\n 'DEP_DELAY_NEW',\n 'DEP_DEL15',\n 'DEP_DELAY_GROUP',\n 'DEP_TIME_BLK',\n 'CRS_ARR_TIME',\n 'ARR_TIME',\n 'ARR_DELAY',\n 'ARR_DELAY_NEW',\n 'ARR_DEL15',\n 'ARR_DELAY_GROUP',\n 'ARR_TIME_BLK',\n 'CANCELLED',\n 'DIVERTED',\n 'DISTANCE',\n 'DISTANCE_GROUP',\n 'CARRIER_DELAY',\n 'WEATHER_DELAY',\n 'NAS_DELAY',\n 'SECURITY_DELAY',\n 'LATE_AIRCRAFT_DELAY',\n 'YEAR',\n 'ident',\n 'type',\n 'name',\n 'elevation_ft',\n 'continent',\n 'iso_country',\n 'iso_region',\n 'municipality',\n 'gps_code',\n 'iata_code',\n 'local_code',\n 'coordinates',\n 'tz',\n 'FLIGHT_TIMESTAMP',\n 'calc_dep_delay',\n 'calc_arr_delay',\n 'CITY_PAIR',\n 'FLIGHT_TIMESTAMP_ACT']","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines.columns"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cdc7668b-f649-41fc-9d48-b081724c3308","showTitle":false,"title":""}},"outputs":[],"source":[]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":2},"notebookName":"w261_delay_state_v3","notebookOrigID":1215577238258908,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_3_feature_engineering/w261_joins_flight_weather_phase_3.ipynb b/phase_3_feature_engineering/w261_joins_flight_weather_phase_3.ipynb new file mode 100644 index 0000000..31b4489 --- /dev/null +++ b/phase_3_feature_engineering/w261_joins_flight_weather_phase_3.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7c2edc36-8cc7-4d64-8083-c8be0544c3b7","showTitle":false,"title":""}},"source":["# Joins"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fd9e8c06-3bc1-4623-b2e9-992e81a447af","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import col, max\n","\n","blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\""]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"effb52e7-4359-42bd-bc4a-23c23a5c2230","showTitle":false,"title":""}},"outputs":[],"source":["spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"860d1e18-8843-40ec-9b06-baca76a0b902","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Welcome to the W261 final project HEY\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Welcome to the W261 final project HEY\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import col, to_timestamp, monotonically_increasing_id, datediff, when\n","print(\"Welcome to the W261 final project HEY\") #hey everyone!Hi HELLO good morning"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9dec0ceb-20e0-4427-bf5c-bb4e7673a8b2","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
pathnamesizemodificationTime
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data/parquet_airlines_data/01656618287000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_1y/parquet_airlines_data_1y/01656630272000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_3m/parquet_airlines_data_3m/01656630114000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_6m/parquet_airlines_data_6m/01656630205000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data/parquet_weather_data/01656622074000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_1y/parquet_weather_data_1y/01656631614000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_3m/parquet_weather_data_3m/01656630651000
dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_6m/parquet_weather_data_6m/01656631047000
dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/stations_data/01656713663000
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data/","parquet_airlines_data/",0,1656618287000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_1y/","parquet_airlines_data_1y/",0,1656630272000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_3m/","parquet_airlines_data_3m/",0,1656630114000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_airlines_data_6m/","parquet_airlines_data_6m/",0,1656630205000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data/","parquet_weather_data/",0,1656622074000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_1y/","parquet_weather_data_1y/",0,1656631614000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_3m/","parquet_weather_data_3m/",0,1656630651000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/parquet_weather_data_6m/","parquet_weather_data_6m/",0,1656631047000],["dbfs:/mnt/mids-w261/datasets_final_project_2022/stations_data/","stations_data/",0,1656713663000]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"path","type":"\"string\""},{"metadata":"{}","name":"name","type":"\"string\""},{"metadata":"{}","name":"size","type":"\"long\""},{"metadata":"{}","name":"modificationTime","type":"\"long\""}],"type":"table"}},"output_type":"display_data"}],"source":["# Inspect the Mount's Final Project folder \n","# Please IGNORE dbutils.fs.cp(\"/mnt/mids-w261/datasets_final_project/stations_data/\", \"/mnt/mids-w261/datasets_final_project_2022/stations_data/\", recurse=True)\n","data_BASE_DIR = \"dbfs:/mnt/mids-w261/datasets_final_project_2022/\"\n","display(dbutils.fs.ls(f\"{data_BASE_DIR}\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"da72f846-0daa-4eab-a120-4d95ec3b3164","showTitle":false,"title":""}},"outputs":[],"source":["# Set partitions\n","spark.conf.set(\"spark.sql.shuffle.partitions\", 1000)\n","spark.conf.set(\"spark.sql.files.minPartitionNum\", 1000)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"368e07b1-6ff1-4714-be47-6d341c26ed80","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Requirement already satisfied: airportsdata in /local_disk0/.ephemeral_nfs/envs/pythonEnv-a9095a0e-7b7e-49d6-9a3e-0ad47f2d4298/lib/python3.9/site-packages (20221105.1)\r\n","\u001b[33mWARNING: You are using pip version 21.2.4; however, version 22.3.1 is available.\r\n","You should consider upgrading via the '/local_disk0/.ephemeral_nfs/envs/pythonEnv-a9095a0e-7b7e-49d6-9a3e-0ad47f2d4298/bin/python -m pip install --upgrade pip' command.\u001b[0m\r\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Requirement already satisfied: airportsdata in /local_disk0/.ephemeral_nfs/envs/pythonEnv-a9095a0e-7b7e-49d6-9a3e-0ad47f2d4298/lib/python3.9/site-packages (20221105.1)\r\n\u001b[33mWARNING: You are using pip version 21.2.4; however, version 22.3.1 is available.\r\nYou should consider upgrading via the '/local_disk0/.ephemeral_nfs/envs/pythonEnv-a9095a0e-7b7e-49d6-9a3e-0ad47f2d4298/bin/python -m pip install --upgrade pip' command.\u001b[0m\r\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# Create and save the Aiport Dataset with IATA ICAO and Timezones\n","\n","!pip install -U airportsdata\n","import airportsdata\n","import pandas as pd\n","#get timezone\n","gadb = airportsdata.load()\n","df_gadb = pd.DataFrame.from_dict(gadb).transpose()\n","#get rid of blank iata codes\n","df_gadb = df_gadb[df_gadb['iata'] != \"\"]\n","df_gadb = spark.createDataFrame(df_gadb)\n","\n","df_airport_timezone = df_gadb.distinct()\n","\n","# There are 12 airports missing in this dataset present in the whole flights datasets\n","values = [\n"," (\"KLCK\", \"LCK\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/New_York\"),\n"," (\"KWYS\", \"WYS\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KSCK\", \"SCK\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Los_Angeles\"),\n"," (\"KPGD\", \"PGD\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/New_York\"),\n"," (\"KVEL\", \"VEL\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KCNY\", \"CNY\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KHOB\", \"HOB\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KESC\", \"ESC\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Detroit\"),\n"," (\"KRIW\", \"RIW\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Denver\"),\n"," (\"KCRQ\", \"CLD\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Los_Angeles\"),\n"," (\"KEFD\", \"EFD\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Chicago\"),\n"," (\"KTKI\", \"TKI\", \"x\", \"x\", \"x\", \"x\", 0.0, 0.0, 0.0, \"America/Chicago\")\n","]\n","\n","df_missing_airports = spark.createDataFrame(values, df_airport_timezone.columns)\n","\n","df_airport_timezone = df_airport_timezone.union(df_missing_airports)\n","\n","df_airport_timezone = df_airport_timezone.withColumnRenamed(\"name\", \"airport_name\") \\\n"," .withColumnRenamed(\"city\", \"airport_city\") \\\n"," .withColumnRenamed(\"subd\", \"airport_subd\") \\\n"," .withColumnRenamed(\"country\", \"airport_country\") \\\n"," .withColumnRenamed(\"lat\", \"airport_lat\") \\\n"," .withColumnRenamed(\"lon\", \"airport_lon\") \\\n"," .withColumnRenamed(\"tz\", \"airport_tz\")\n","\n","df_airport_timezone.write.mode(\"overwrite\").parquet(f\"{blob_url}/airport_codes_timezone\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"80ebaa53-0e58-427d-addc-986813720b6a","showTitle":false,"title":""}},"outputs":[],"source":["# Load the Flights data and remove duplicates \n","df_airlines = spark.read.parquet(f\"{data_BASE_DIR}parquet_airlines_data/\")\n","df_airlines = df_airlines.distinct()\n","df_airlines.write.mode(\"overwrite\").parquet(f\"{blob_url}/df_airlines_distinct\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5b724412-cb77-4bc6-9c91-169056d4b4f8","showTitle":false,"title":""}},"outputs":[],"source":["# Load all 4 datasets for initial joins\n","df_airlines = spark.read.parquet(f\"{blob_url}/df_airlines_distinct\")\n","df_airport_timezone = spark.read.parquet(f\"{blob_url}/airport_codes_timezone\")\n","df_weather = spark.read.parquet(f\"{data_BASE_DIR}parquet_weather_data/\")\n","df_stations = spark.read.parquet(f\"{data_BASE_DIR}stations_data/*\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f0fbc095-3bfc-457f-963d-25fa9c5fc48b","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[171]: 42430592"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[171]: 42430592","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines.count() # 3m 1403471 1y 7422037 all 42430592 3.66"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"33bb4141-7002-454c-b1fc-3aeba9d661c8","showTitle":false,"title":""}},"outputs":[],"source":["# Drop all columns but neighbor id and icao\n","df_stations_icao = df_stations.select('neighbor_id', 'neighbor_call').withColumnRenamed(\"neighbor_call\", \"icao_station\").distinct()\n","\n","# Rename weather columns\n","df_weather = df_weather.withColumnRenamed(\"NAME\", \"STATION_NAME\") \\\n"," .withColumnRenamed(\"STATION\", \"STATION_ID\") \\\n"," .withColumnRenamed(\"ELEVATION\", \"STATION_ELEVATION\") \\\n"," .withColumnRenamed(\"LATITUDE\", \"STATION_LATITUDE\") \\\n"," .withColumnRenamed(\"LONGITUDE\", \"STATION_LONGITUDE\") \\\n"," .withColumnRenamed(\"DATE\", \"WEATHER_DATE\") \\\n"," .withColumnRenamed(\"REPORT_TYPE\", \"WEATHER_REPORT_TYPE\") \\\n"," .withColumnRenamed(\"SOURCE\", \"WEATHER_SOURCE\")\n","\n","columns_to_keep = [\"HourlyDewPointTemperature\", \"HourlyDryBulbTemperature\", \"HourlyPrecipitation\", \"HourlyPresentWeatherType\", \"HourlyStationPressure\", \"HourlyVisibility\", \"HourlyWetBulbTemperature\", \"HourlyWindDirection\", \"HourlyWindSpeed\", \"YEAR\"]\n","# Drop weather reports that are not FM-15 or 16\n","df_weather = df_weather.where(\"WEATHER_REPORT_TYPE in ('FM-15', 'FM-16')\").select(\"STATION_ID\", \"STATION_NAME\", \"STATION_ELEVATION\", \"STATION_LATITUDE\", \"STATION_LONGITUDE\", \"WEATHER_DATE\", \"WEATHER_REPORT_TYPE\", \"WEATHER_SOURCE\", *columns_to_keep)\n","\n","# Add valid ICAO to weather data\n","df_weather_icao = df_stations_icao.join(df_weather,\\\n"," df_weather.STATION_ID == df_stations_icao.neighbor_id,\\\n"," 'left').where('neighbor_id IS NOT NULL').drop(\"neighbor_id\")\n","\n","#Pull in timezone for weather stations\n","df_weather_icao_tz = df_weather_icao.join(df_airport_timezone,\\\n"," df_weather_icao.icao_station == df_airport_timezone.icao,\\\n"," 'left').drop(\"icao_station\")\n","\n","\n","# Merge airlines and timezones\n","flights_icao_tz = df_airlines.join(df_airport_timezone,\\\n"," df_airlines.ORIGIN == df_airport_timezone.iata,\\\n"," 'left')\n","\n","flights_icao_tz = flights_icao_tz.withColumn(\"flight_id\", monotonically_increasing_id())\n","\n","\n","# Create unique origins/airports\n","origin_airports = df_airlines.select(\"ORIGIN\").distinct().withColumnRenamed(\"ORIGIN\", \"AIRPORT_IATA\")\n","dest_airports = df_airlines.select(\"DEST\").distinct().withColumnRenamed(\"ORIGIN\", \"AIRPORT_IATA\")\n","all_airports = origin_airports.union(dest_airports).distinct()\n","\n","all_airports_icao = all_airports.join(df_airport_timezone, df_airport_timezone.iata == all_airports.AIRPORT_IATA).where(\"iata is not NULL\").select(\"AIRPORT_IATA\", \"icao\").withColumnRenamed(\"icao\", \"icao_flight\")\n","\n","# Drop entries not in flights data\n","df_weather_icao_needed_tz = df_weather_icao_tz.join(all_airports_icao,\\\n"," df_weather_icao_tz.icao == all_airports_icao.icao_flight,\\\n"," 'left').where('AIRPORT_IATA IS NOT NULL').drop(\"AIRPORT_IATA\", \"icao_flight\")\n","\n","# Save the new datasets\n","flights_icao_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/flights_with_icao_tz\")\n","df_weather_icao_needed_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/weather_with_icao_tz\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2f0d9ff9-7b97-426d-826d-9c319a986f11","showTitle":false,"title":""}},"outputs":[],"source":["# Load the new datasets\n","flights_icao_tz = spark.read.parquet(f\"{blob_url}/flights_with_icao_tz\") # 42430592\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1c988b4b-a09c-4399-bd47-ece6c92c8942","showTitle":false,"title":""}},"outputs":[],"source":["from datetime import datetime, timedelta\n","from pytz import timezone\n","\n","def get_hour_minutes(depature_time):\n"," depature_time = str(depature_time)\n"," hour = ''\n"," if len(depature_time) <= 2:\n"," hour = '00'\n"," minutes = depature_time\n"," elif len(depature_time) == 3:\n"," hour = depature_time[0]\n"," minutes = depature_time[1:]\n"," elif len(depature_time) == 4:\n"," hour = depature_time[:2]\n"," minutes = depature_time[2:]\n"," return hour, minutes\n"," \n","def get_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour), minute=int(minutes)))\n"," return timestamp.astimezone(utc)\n","\n","def get_hour_timestamp(year, month, day, hour_minutes, tz):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour)))\n"," return timestamp.astimezone(utc)\n","\n","def get_weather_timestamp(depature_timestamp, hours = 2):\n"," return (depature_timestamp - timedelta(hours=hours))\n","\n","def go_back_an_hour(depature_timestamp):\n"," return (depature_timestamp - timedelta(hours=1))\n"," \n","def get_string_timestamp(timestamp):\n"," return timestamp.strftime(\"%Y%m%d%H%M\")\n","\n","def get_hourly_string_timestamp(timestamp):\n"," return timestamp.strftime(\"%Y%m%d%H\")\n"," \n","get_timestamp = udf(get_timestamp)\n","get_hour_timestamp = udf(get_hour_timestamp)\n","get_weather_timestamp = udf(get_weather_timestamp)\n","get_string_timestamp = udf(get_string_timestamp)\n","get_hourly_string_timestamp = udf(get_hourly_string_timestamp)\n","go_back_an_hour = udf(go_back_an_hour)\n","\n","# Create the timestamp columns for the flight data\n","flights_icao_tz = flights_icao_tz.withColumn(\"FLIGHT_TIMESTAMP\", get_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"CRS_DEP_TIME\", \"airport_tz\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"HOUR_WEATHER_TIMESTAMP\", get_hour_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"CRS_DEP_TIME\", \"airport_tz\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"WEATHER_TIMESTAMP\", get_weather_timestamp(\"FLIGHT_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"HOUR_WEATHER_TIMESTAMP\", get_weather_timestamp(\"HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"TWO_HOUR_WEATHER_TIMESTAMP\", go_back_an_hour(\"HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"THREE_HOUR_WEATHER_TIMESTAMP\", go_back_an_hour(\"TWO_HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"FLIGHT_TIMESTAMP\", get_string_timestamp(\"FLIGHT_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"WEATHER_TIMESTAMP\", get_string_timestamp(\"WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"HOUR_WEATHER_TIMESTAMP\", get_hourly_string_timestamp(\"HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"TWO_HOUR_WEATHER_TIMESTAMP\", get_hourly_string_timestamp(\"TWO_HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"THREE_HOUR_WEATHER_TIMESTAMP\", get_hourly_string_timestamp(\"THREE_HOUR_WEATHER_TIMESTAMP\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"FLIGHT_TIMESTAMP\", to_timestamp(col(\"FLIGHT_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n","flights_icao_tz = flights_icao_tz.withColumn(\"WEATHER_TIMESTAMP\", to_timestamp(col(\"WEATHER_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n","\n","# Update the file with timestamps\n","flights_icao_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/flights_with_icao_tz\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"62a8f9ba-f275-4f56-b58f-2222b758b98e","showTitle":false,"title":""}},"outputs":[],"source":["def get_utc_difference(tz):\n"," utc_diff = {\n"," \"America/Chicago\": 6,\n"," \"Pacific/Honolulu\": 10,\n"," \"America/Phoenix\": 7,\n"," \"America/Denver\": 7,\n"," \"America/Los_Angeles\": 8,\n"," \"America/New_York\": 5,\n"," \"America/Anchorage\": 9,\n"," \"America/Boise\": 7,\n"," \"America/Detroit\": 5,\n"," \"America/St_Thomas\": 4,\n"," \"America/Puerto_Rico\": 4,\n"," \"America/Adak\": 10,\n"," \"America/Juneau\": 9,\n"," \"America/Kentucky/Louisville\": 5,\n"," \"America/Indiana/Indianapolis\": 5,\n"," }\n"," \n"," return utc_diff[tz] if tz in utc_diff else 0\n","\n","def get_timestamp_weather_df(date, tz):\n"," if date is None or tz is None:\n"," return 'empty'\n"," diff = get_utc_difference(tz)\n"," utc = timezone('UTC')\n"," timestamp = utc.localize(datetime.fromisoformat(date)) + timedelta(hours=diff)\n"," return timestamp.strftime(\"%Y%m%d%H%M\")\n","\n","def get_hour_timestamp_weather_df(date, tz):\n"," if date is None or tz is None:\n"," return 'empty'\n"," diff = get_utc_difference(tz)\n"," utc = timezone('UTC')\n"," timestamp = utc.localize(datetime.fromisoformat(date)) + timedelta(hours=diff)\n"," return timestamp.strftime(\"%Y%m%d%H\")\n","\n","get_timestamp_weather_df = udf(get_timestamp_weather_df)\n","get_hour_timestamp_weather_df = udf(get_hour_timestamp_weather_df)\n","# Create the timestamp for the weather data\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"STATION_TIMESTAMP\", get_timestamp_weather_df('WEATHER_DATE', 'airport_tz'))\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"HOUR_TIMESTAMP\", get_hour_timestamp_weather_df('WEATHER_DATE', 'airport_tz'))\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"STATION_TIMESTAMP\", to_timestamp(col(\"STATION_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8eaba853-dd01-479e-a830-981e6e48a2f8","showTitle":false,"title":""}},"outputs":[],"source":["#clean values oh hourly precipitation\n","def clean_hourly_precipitation(line, value= 0.0):\n"," if (line is None):\n"," value = 0.0\n"," elif ('T' in line) | (line == \"\") | ('*' in line):\n"," value = 0.0\n"," elif 's' in line:\n"," temp = line.replace('s', '')\n"," if len(line)>=8:\n"," value = (float(temp[:4])+float(temp[4:])) /2.0\n"," else:\n"," value = float(temp)\n"," elif len(line)>=8:\n"," value = (float(line[:4])+float(line[4:])) /2.0 \n"," else:\n"," value = float(line)\n"," return value \n","\n","clean_hourly_precipitation = udf(clean_hourly_precipitation)\n","# Create the timestamp for the weather data\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"HourlyPrecipitation\", clean_hourly_precipitation('HourlyPrecipitation'))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7ffc9a7b-2cfa-45d8-a653-4452a1c396d1","showTitle":false,"title":""}},"outputs":[],"source":["# converte the hourly variables to numeric\n","from pyspark.sql.functions import col\n","columns_to_cast = [\"HourlyDewPointTemperature\",\"HourlyDryBulbTemperature\",\"HourlyWetBulbTemperature\", \"HourlyStationPressure\", \"HourlyWindDirection\", \"HourlyWindSpeed\", \"HourlyVisibility\"]\n","df_weather_icao_needed_tz = (\n"," df_weather_icao_needed_tz\n"," .select(\n"," *(c for c in df_weather_icao_needed_tz.columns if c not in columns_to_cast),\n"," *(col(c).cast(\"float\").alias(c) for c in columns_to_cast)\n"," )\n",")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"42143772-1616-4d20-bd59-c5f7598b5868","showTitle":false,"title":""}},"outputs":[],"source":["# Clean the Hourly weather event\n","from pyspark.sql.functions import col, to_timestamp, monotonically_increasing_id, datediff, when, split\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('AU_code', split(col('HourlyPresentWeatherType'), '\\\\|').getItem(0))\\\n"," .withColumn('AW_code', split(col('HourlyPresentWeatherType'), '\\\\|').getItem(1))\\\n"," .withColumn('MW_code', split(col('HourlyPresentWeatherType'), '\\\\|').getItem(2))\\\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('AU_TS', when( (col('AU_code').contains(\"+TS\")) | (col('AU_code').contains(\"FC\")),1).otherwise(0))\\\n"," .withColumn('AU_ICE', when(col('AU_code').contains(\"IC\" ), 1).otherwise(0))\\\n"," .withColumn('AU_SNOW',when(col('AU_code').contains(\"+SN\" ), 1).otherwise(0))\\\n"," .withColumn('AU_FOG', when(col('AU_code').contains(\"FG\" ), 1).otherwise(0))\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('AW_TS', when((col('AW_code').contains(\"TS\" ))| (col('AW_code').contains(\"FC\")) , 1).otherwise(0))\\\n"," .withColumn('AW_ICE', when(col('AW_code').contains(\"FZRA\" ), 1).otherwise(0))\\\n"," .withColumn('AW_SNOW',when(col('AW_code').contains(\"SN\"), 1).otherwise(0))\\\n"," .withColumn('AW_FOG', when(col('AW_code').contains(\"FG\"), 1).otherwise(0))\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('MW_TS', when((col('MW_code').contains(\"TS\" ))| (col('MW_code').contains(\"FC\")), 1).otherwise(0))\\\n"," .withColumn('MW_ICE', when(col('MW_code').contains(\"FZRA\"), 1).otherwise(0))\\\n"," .withColumn('MW_SNOW',when(col('MW_code').contains(\"SN\" ), 1).otherwise(0))\\\n"," .withColumn('MW_FOG', when(col('MW_code').contains(\"FG\"), 1).otherwise(0))\n","\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn('TS',when( (col('AU_TS')== 1) | (col('AW_TS')== 1)| (col('MW_TS')== 1), 1).otherwise(0))\\\n"," .withColumn('ICE', when((col('AU_ICE')== 1 )| (col('AW_ICE')== 1)| (col('MW_ICE')== 1), 1).otherwise(0))\\\n"," .withColumn('SNOW',when((col('AU_SNOW')== 1 )| (col('AW_SNOW')== 1)| (col('MW_SNOW')== 1), 1).otherwise(0))\\\n"," .withColumn('FOG', when((col('AU_FOG')== 1 )| (col('AW_FOG')== 1)| (col('MW_FOG')== 1), 1).otherwise(0))\\\n","\n","\n","# Update weather dataset\n","df_weather_icao_needed_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/weather_with_icao_tz\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1b3e7287-c30c-4769-8cd5-e13bbec5081e","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["42430592\n","31717569\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"42430592\n31717569\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# Load the new datasets\n","flights_icao_tz = spark.read.parquet(f\"{blob_url}/flights_with_icao_tz\") # 42430592\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\") # 31717569"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f63bb3ba-3150-4f90-880a-d3712c562205","showTitle":false,"title":""}},"outputs":[],"source":["def create_composite_key(code, timestamp):\n"," return f'{code}_{timestamp}'\n","\n","create_composite_key = udf(create_composite_key)\n","\n","# Create composite key for both datasets\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.withColumn(\"CODE_STATION_TIMESTAMP\", create_composite_key('icao', 'HOUR_TIMESTAMP'))\n","flights_icao_tz = flights_icao_tz.withColumn(\"CODE_TIMESTAMP\", create_composite_key('icao', 'HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"TWO_CODE_TIMESTAMP\", create_composite_key('icao', 'TWO_HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"THREE_CODE_TIMESTAMP\", create_composite_key('icao', 'THREE_HOUR_WEATHER_TIMESTAMP'))\n","\n","# Update the datasets\n","flights_icao_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/flights_with_icao_tz\")\n","df_weather_icao_needed_tz.write.mode(\"overwrite\").parquet(f\"{blob_url}/weather_with_icao_tz\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0760ea73-2db2-466d-a30d-bda7569b9eee","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["42430592\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"42430592\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# Load the new datasets\n","flights_icao_tz = spark.read.parquet(f\"{blob_url}/flights_with_icao_tz\") # 42430592\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\") # 1057832\n","print(flights_icao_tz.count())"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"495a27bc-37c7-4fe9-a974-d16bb5257ef6","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 10\u001b[0m \u001b[0mcombined_df\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjoined_df_one\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munion\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjoined_df_two\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munion\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjoined_df_three\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# 3m 6204054\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 11\u001b[0;31m \u001b[0mcombined_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"overwrite\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparquet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{blob_url}/combined\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\n","\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n","\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 47\u001b[0m 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\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jwrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparquet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 1141\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1142\u001b[0m def text(\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n","\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n","\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\n","\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o2197.parquet.\n",": org.apache.spark.SparkException: Job aborted.\n","\tat org.apache.spark.sql.errors.QueryExecutionErrors$.jobAbortedError(QueryExecutionErrors.scala:882)\n","\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$1(FileFormatWriter.scala:334)\n","\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n","\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.write(FileFormatWriter.scala:154)\n","\tat org.apache.spark.sql.execution.datasources.InsertIntoHadoopFsRelationCommand.run(InsertIntoHadoopFsRelationCommand.scala:207)\n","\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult$lzycompute(commands.scala:126)\n","\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult(commands.scala:124)\n","\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.executeCollect(commands.scala:138)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$2(QueryExecution.scala:241)\n","\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$8(SQLExecution.scala:243)\n","\tat org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:392)\n","\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$1(SQLExecution.scala:188)\n","\tat org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:985)\n","\tat org.apache.spark.sql.execution.SQLExecution$.withCustomExecutionEnv(SQLExecution.scala:142)\n","\tat org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:342)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$1(QueryExecution.scala:241)\n","\tat org.apache.spark.sql.execution.QueryExecution.org$apache$spark$sql$execution$QueryExecution$$withMVTagsIfNecessary(QueryExecution.scala:226)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:239)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:232)\n","\tat org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDownWithPruning$1(TreeNode.scala:512)\n","\tat org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:99)\n","\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDownWithPruning(TreeNode.scala:512)\n","\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.org$apache$spark$sql$catalyst$plans$logical$AnalysisHelper$$super$transformDownWithPruning(LogicalPlan.scala:31)\n","\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning(AnalysisHelper.scala:268)\n","\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning$(AnalysisHelper.scala:264)\n","\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n","\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n","\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:488)\n","\tat org.apache.spark.sql.execution.QueryExecution.$anonfun$eagerlyExecuteCommands$1(QueryExecution.scala:232)\n","\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper$.allowInvokingTransformsInAnalyzer(AnalysisHelper.scala:324)\n","\tat org.apache.spark.sql.execution.QueryExecution.eagerlyExecuteCommands(QueryExecution.scala:232)\n","\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted$lzycompute(QueryExecution.scala:186)\n","\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted(QueryExecution.scala:177)\n","\tat org.apache.spark.sql.execution.QueryExecution.assertCommandExecuted(QueryExecution.scala:268)\n","\tat org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:964)\n","\tat org.apache.spark.sql.DataFrameWriter.saveToV1Source(DataFrameWriter.scala:430)\n","\tat org.apache.spark.sql.DataFrameWriter.saveInternal(DataFrameWriter.scala:397)\n","\tat org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:251)\n","\tat org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:897)\n","\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n","\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\n","\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\n","\tat java.lang.reflect.Method.invoke(Method.java:498)\n","\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\n","\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:380)\n","\tat py4j.Gateway.invoke(Gateway.java:306)\n","\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n","\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n","\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n","\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n","\tat java.lang.Thread.run(Thread.java:748)\n","Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 3 in stage 136.0 failed 4 times, most recent failure: Lost task 3.3 in stage 136.0 (TID 1275) (10.139.64.18 executor 16): com.databricks.sql.io.FileReadException: Error while reading file wasbs:REDACTED_LOCAL_PART@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet. It is possible the underlying files have been updated. You can explicitly invalidate the cache in Spark by running 'REFRESH TABLE tableName' command in SQL or by recreating the Dataset/DataFrame involved. If Delta cache is stale or the underlying files have been removed, you can invalidate Delta cache manually by restarting the cluster.\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.logFileNameAndThrow(FileScanRDD.scala:626)\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:574)\n","\tat org.apache.spark.util.NextIterator.hasNext(NextIterator.scala:73)\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.$anonfun$prepareNextFile$1(FileScanRDD.scala:805)\n","\tat scala.concurrent.Future$.$anonfun$apply$1(Future.scala:659)\n","\tat scala.util.Success.$anonfun$map$1(Try.scala:255)\n","\tat scala.util.Success.map(Try.scala:213)\n","\tat scala.concurrent.Future.$anonfun$map$1(Future.scala:292)\n","\tat scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)\n","\tat scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)\n","\tat scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.$anonfun$run$1(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.unity.UCSEphemeralState$Handle.runWith(UCSEphemeralState.scala:36)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:74)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured$(SparkThreadLocalForwardingThreadPoolExecutor.scala:60)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:107)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.run(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\tat java.lang.Thread.run(Thread.java:748)\n","Caused by: java.io.FileNotFoundException: wasbs://blobcontainer@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet: No such file or directory.\n","\tat shaded.databricks.org.apache.hadoop.fs.azure.NativeAzureFileSystem.getFileStatus(NativeAzureFileSystem.java:2421)\n","\tat com.databricks.spark.metrics.FileSystemWithMetrics.getFileStatus(FileSystemWithMetrics.scala:399)\n","\tat com.databricks.sql.io.parquet.CachingParquetFooterReader.readFooter(CachingParquetFooterReader.java:182)\n","\tat com.databricks.sql.io.parquet.CachingParquetFileReader.readFooter(CachingParquetFileReader.java:396)\n","\tat org.apache.spark.sql.execution.datasources.parquet.SpecificParquetRecordReaderBase.prepare(SpecificParquetRecordReaderBase.java:157)\n","\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:496)\n","\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:350)\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:554)\n","\t... 19 more\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","Caused by: com.databricks.sql.io.FileReadException: Error while reading file wasbs:REDACTED_LOCAL_PART@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet. It is possible the underlying files have been updated. You can explicitly invalidate the cache in Spark by running 'REFRESH TABLE tableName' command in SQL or by recreating the Dataset/DataFrame involved. If Delta cache is stale or the underlying files have been removed, you can invalidate Delta cache manually by restarting the cluster.\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.logFileNameAndThrow(FileScanRDD.scala:626)\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:574)\n","\tat org.apache.spark.util.NextIterator.hasNext(NextIterator.scala:73)\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.$anonfun$prepareNextFile$1(FileScanRDD.scala:805)\n","\tat scala.concurrent.Future$.$anonfun$apply$1(Future.scala:659)\n","\tat scala.util.Success.$anonfun$map$1(Try.scala:255)\n","\tat scala.util.Success.map(Try.scala:213)\n","\tat scala.concurrent.Future.$anonfun$map$1(Future.scala:292)\n","\tat scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)\n","\tat scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)\n","\tat scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.$anonfun$run$1(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.unity.UCSEphemeralState$Handle.runWith(UCSEphemeralState.scala:36)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:74)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured$(SparkThreadLocalForwardingThreadPoolExecutor.scala:60)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:107)\n","\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.run(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\tat java.lang.Thread.run(Thread.java:748)\n","Caused by: java.io.FileNotFoundException: wasbs://blobcontainer@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet: No such file or directory.\n","\tat shaded.databricks.org.apache.hadoop.fs.azure.NativeAzureFileSystem.getFileStatus(NativeAzureFileSystem.java:2421)\n","\tat com.databricks.spark.metrics.FileSystemWithMetrics.getFileStatus(FileSystemWithMetrics.scala:399)\n","\tat com.databricks.sql.io.parquet.CachingParquetFooterReader.readFooter(CachingParquetFooterReader.java:182)\n","\tat com.databricks.sql.io.parquet.CachingParquetFileReader.readFooter(CachingParquetFileReader.java:396)\n","\tat org.apache.spark.sql.execution.datasources.parquet.SpecificParquetRecordReaderBase.prepare(SpecificParquetRecordReaderBase.java:157)\n","\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:496)\n","\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:350)\n","\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:554)\n","\t... 19 more\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mcombined_df\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjoined_df_one\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munion\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjoined_df_two\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munion\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjoined_df_three\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# 3m 6204054\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0mcombined_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"overwrite\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparquet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{blob_url}/combined\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\n\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 47\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 48\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 49\u001b[0m logger.log_success(\n\u001b[1;32m 50\u001b[0m \u001b[0mmodule_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclass_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfunction_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msignature\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/readwriter.py\u001b[0m in \u001b[0;36mparquet\u001b[0;34m(self, path, mode, partitionBy, compression)\u001b[0m\n\u001b[1;32m 1138\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartitionBy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpartitionBy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1139\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_opts\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcompression\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcompression\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1140\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jwrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparquet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1141\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1142\u001b[0m def text(\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\n\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o2197.parquet.\n: org.apache.spark.SparkException: Job aborted.\n\tat org.apache.spark.sql.errors.QueryExecutionErrors$.jobAbortedError(QueryExecutionErrors.scala:882)\n\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$1(FileFormatWriter.scala:334)\n\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.write(FileFormatWriter.scala:154)\n\tat org.apache.spark.sql.execution.datasources.InsertIntoHadoopFsRelationCommand.run(InsertIntoHadoopFsRelationCommand.scala:207)\n\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult$lzycompute(commands.scala:126)\n\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult(commands.scala:124)\n\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.executeCollect(commands.scala:138)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$2(QueryExecution.scala:241)\n\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$8(SQLExecution.scala:243)\n\tat org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:392)\n\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$1(SQLExecution.scala:188)\n\tat org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:985)\n\tat org.apache.spark.sql.execution.SQLExecution$.withCustomExecutionEnv(SQLExecution.scala:142)\n\tat org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:342)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$1(QueryExecution.scala:241)\n\tat org.apache.spark.sql.execution.QueryExecution.org$apache$spark$sql$execution$QueryExecution$$withMVTagsIfNecessary(QueryExecution.scala:226)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:239)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:232)\n\tat org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDownWithPruning$1(TreeNode.scala:512)\n\tat org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:99)\n\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDownWithPruning(TreeNode.scala:512)\n\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.org$apache$spark$sql$catalyst$plans$logical$AnalysisHelper$$super$transformDownWithPruning(LogicalPlan.scala:31)\n\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning(AnalysisHelper.scala:268)\n\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning$(AnalysisHelper.scala:264)\n\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:488)\n\tat org.apache.spark.sql.execution.QueryExecution.$anonfun$eagerlyExecuteCommands$1(QueryExecution.scala:232)\n\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper$.allowInvokingTransformsInAnalyzer(AnalysisHelper.scala:324)\n\tat org.apache.spark.sql.execution.QueryExecution.eagerlyExecuteCommands(QueryExecution.scala:232)\n\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted$lzycompute(QueryExecution.scala:186)\n\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted(QueryExecution.scala:177)\n\tat org.apache.spark.sql.execution.QueryExecution.assertCommandExecuted(QueryExecution.scala:268)\n\tat org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:964)\n\tat org.apache.spark.sql.DataFrameWriter.saveToV1Source(DataFrameWriter.scala:430)\n\tat org.apache.spark.sql.DataFrameWriter.saveInternal(DataFrameWriter.scala:397)\n\tat org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:251)\n\tat org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:897)\n\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\n\tat java.lang.reflect.Method.invoke(Method.java:498)\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:380)\n\tat py4j.Gateway.invoke(Gateway.java:306)\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n\tat java.lang.Thread.run(Thread.java:748)\nCaused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 3 in stage 136.0 failed 4 times, most recent failure: Lost task 3.3 in stage 136.0 (TID 1275) (10.139.64.18 executor 16): com.databricks.sql.io.FileReadException: Error while reading file wasbs:REDACTED_LOCAL_PART@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet. It is possible the underlying files have been updated. You can explicitly invalidate the cache in Spark by running 'REFRESH TABLE tableName' command in SQL or by recreating the Dataset/DataFrame involved. If Delta cache is stale or the underlying files have been removed, you can invalidate Delta cache manually by restarting the cluster.\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.logFileNameAndThrow(FileScanRDD.scala:626)\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:574)\n\tat org.apache.spark.util.NextIterator.hasNext(NextIterator.scala:73)\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.$anonfun$prepareNextFile$1(FileScanRDD.scala:805)\n\tat scala.concurrent.Future$.$anonfun$apply$1(Future.scala:659)\n\tat scala.util.Success.$anonfun$map$1(Try.scala:255)\n\tat scala.util.Success.map(Try.scala:213)\n\tat scala.concurrent.Future.$anonfun$map$1(Future.scala:292)\n\tat scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)\n\tat scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)\n\tat scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.$anonfun$run$1(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.unity.UCSEphemeralState$Handle.runWith(UCSEphemeralState.scala:36)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:74)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured$(SparkThreadLocalForwardingThreadPoolExecutor.scala:60)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:107)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.run(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:748)\nCaused by: java.io.FileNotFoundException: wasbs://blobcontainer@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet: No such file or directory.\n\tat shaded.databricks.org.apache.hadoop.fs.azure.NativeAzureFileSystem.getFileStatus(NativeAzureFileSystem.java:2421)\n\tat com.databricks.spark.metrics.FileSystemWithMetrics.getFileStatus(FileSystemWithMetrics.scala:399)\n\tat com.databricks.sql.io.parquet.CachingParquetFooterReader.readFooter(CachingParquetFooterReader.java:182)\n\tat com.databricks.sql.io.parquet.CachingParquetFileReader.readFooter(CachingParquetFileReader.java:396)\n\tat org.apache.spark.sql.execution.datasources.parquet.SpecificParquetRecordReaderBase.prepare(SpecificParquetRecordReaderBase.java:157)\n\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:496)\n\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:350)\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:554)\n\t... 19 more\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3271)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3203)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3194)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3194)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1421)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3483)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3421)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3409)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\nCaused by: com.databricks.sql.io.FileReadException: Error while reading file wasbs:REDACTED_LOCAL_PART@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet. It is possible the underlying files have been updated. You can explicitly invalidate the cache in Spark by running 'REFRESH TABLE tableName' command in SQL or by recreating the Dataset/DataFrame involved. If Delta cache is stale or the underlying files have been removed, you can invalidate Delta cache manually by restarting the cluster.\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.logFileNameAndThrow(FileScanRDD.scala:626)\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:574)\n\tat org.apache.spark.util.NextIterator.hasNext(NextIterator.scala:73)\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.$anonfun$prepareNextFile$1(FileScanRDD.scala:805)\n\tat scala.concurrent.Future$.$anonfun$apply$1(Future.scala:659)\n\tat scala.util.Success.$anonfun$map$1(Try.scala:255)\n\tat scala.util.Success.map(Try.scala:213)\n\tat scala.concurrent.Future.$anonfun$map$1(Future.scala:292)\n\tat scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)\n\tat scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)\n\tat scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.$anonfun$run$1(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.unity.UCSEphemeralState$Handle.runWith(UCSEphemeralState.scala:36)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:74)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingHelper.runWithCaptured$(SparkThreadLocalForwardingThreadPoolExecutor.scala:60)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.runWithCaptured(SparkThreadLocalForwardingThreadPoolExecutor.scala:107)\n\tat org.apache.spark.util.threads.SparkThreadLocalCapturingRunnable.run(SparkThreadLocalForwardingThreadPoolExecutor.scala:110)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:748)\nCaused by: java.io.FileNotFoundException: wasbs://blobcontainer@w261section05group03.blob.core.windows.net/flights_with_icao_tz/part-00002-tid-5811690609972648841-5eb04d44-cd77-4cc9-999b-090d852491fa-1084-1-c000.snappy.parquet: No such file or directory.\n\tat shaded.databricks.org.apache.hadoop.fs.azure.NativeAzureFileSystem.getFileStatus(NativeAzureFileSystem.java:2421)\n\tat com.databricks.spark.metrics.FileSystemWithMetrics.getFileStatus(FileSystemWithMetrics.scala:399)\n\tat com.databricks.sql.io.parquet.CachingParquetFooterReader.readFooter(CachingParquetFooterReader.java:182)\n\tat com.databricks.sql.io.parquet.CachingParquetFileReader.readFooter(CachingParquetFileReader.java:396)\n\tat org.apache.spark.sql.execution.datasources.parquet.SpecificParquetRecordReaderBase.prepare(SpecificParquetRecordReaderBase.java:157)\n\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:496)\n\tat org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat$$anon$2.apply(ParquetFileFormat.scala:350)\n\tat org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1$$anon$2.getNext(FileScanRDD.scala:554)\n\t... 19 more\n","errorSummary":"org.apache.spark.SparkException: Job aborted.","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# Drop unnecessary columns\n","columns_to_drop = ['airport_name', 'airport_city', 'airport_country', 'airport_tz', 'year', 'airport_subd', 'country', 'elevation', 'iata', 'airport_lon', 'airport_lat', 'icao']\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.drop(*columns_to_drop)\n","\n","# Join the datasets\n","joined_df_one = flights_icao_tz.join(df_weather_icao_needed_tz, flights_icao_tz.CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_two = flights_icao_tz.join(df_weather_icao_needed_tz, flights_icao_tz.TWO_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_three = flights_icao_tz.join(df_weather_icao_needed_tz, flights_icao_tz.THREE_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","\n","combined_df = joined_df_one.union(joined_df_two).union(joined_df_three) # 3m 6204054\n","combined_df.write.mode(\"overwrite\").parquet(f\"{blob_url}/combined\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a2ab3ea7-7d95-4641-a8a3-26775bb3db50","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[42]: 156764783"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[42]: 156764783","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["combined_df = spark.read.parquet(f\"{blob_url}/combined\") # 184162262\n","combined_df.count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f7a4375c-b5e2-43bb-8526-4c1f5a27297e","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import min\n","\n","joined_df_pos = combined_df.withColumn(\"distance_time\",col(\"WEATHER_TIMESTAMP\").cast(\"long\") - col(\"STATION_TIMESTAMP\").cast(\"long\")).where(\"distance_time >= 0\")\n","joined_df_pos_min = joined_df_pos.groupBy(\"flight_id\").agg(min(\"distance_time\").alias('minimum_distance')).withColumnRenamed(\"flight_id\", \"flight_id_min\")\n","joined_df_pos_min_final = joined_df_pos.join(joined_df_pos_min, (joined_df_pos_min.flight_id_min == joined_df_pos.flight_id) & (joined_df_pos_min.minimum_distance == joined_df_pos.distance_time), 'inner') # 3m 1396256 unique\n","\n","joined_df_clean = joined_df_pos_min_final.dropDuplicates([\"flight_id\"])\n","joined_df_clean.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"dfb18097-f25e-4d52-9db4-2bfc8ae9e9a0","showTitle":false,"title":""}},"outputs":[],"source":["# Drop temporary columns\n","columns_to_drop = ['CODE_STATION_TIMESTAMP', 'distance_time', 'flight_id_min', 'minimum_distance', 'CODE_TIMESTAMP', 'TWO_CODE_TIMESTAMP', 'THREE_CODE_TIMESTAMP']\n","\n","clean_full = spark.read.parquet(f\"{blob_url}/joined_df_full\") # 42227239\n","clean_full = clean_full.drop(*columns_to_drop)\n","\n","# Rename the weather features so it's clear they belong to the ORIGIN airport\n","columns_to_rename = ['STATION_ID', 'STATION_NAME', 'STATION_ELEVATION', 'STATION_LATITUDE', 'STATION_LONGITUDE', 'WEATHER_DATE', 'WEATHER_REPORT_TYPE', 'WEATHER_SOURCE', 'HourlyPrecipitation', 'HourlyPresentWeatherType', 'STATION_TIMESTAMP', 'HourlyDewPointTemperature', 'HourlyDryBulbTemperature', 'HourlyWetBulbTemperature', 'HourlyStationPressure', 'HourlyWindDirection', 'HourlyWindSpeed', 'HourlyVisibility', 'AU_code', 'AW_code', 'MW_code', 'AU_TS', 'AU_ICE', 'AU_SNOW', 'AU_FOG', 'AW_TS', 'AW_ICE', 'AW_SNOW', 'AW_FOG', 'MW_TS', 'MW_ICE', 'MW_SNOW', 'MW_FOG', 'TS', 'ICE', 'SNOW', 'FOG', 'icao', 'iata', 'airport_name', 'airport_city', 'airport_subd', 'airport_country', 'elevation', 'airport_lat', 'airport_lon', 'airport_tz', 'FLIGHT_TIMESTAMP']\n","\n","\n","for column in columns_to_rename:\n"," clean_full = clean_full.withColumnRenamed(column, \"ORIGIN_\" + column)\n","\n","clean_full.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2fb6a8d9-a613-454c-911d-80b36654d3bc","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
DESTORIGIN
PSEnull
PPGnull
OGSnull
SJUnull
GUMnull
XWAnull
FNLnull
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["PSE",null],["PPG",null],["OGS",null],["SJU",null],["GUM",null],["XWA",null],["FNL",null]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["clean_full = spark.read.parquet(f\"{blob_url}/joined_df_full\") # 42227239\n","origin_airports = clean_full.select(\"ORIGIN\").distinct()\n","dest_airports = clean_full.select(\"DEST\").distinct()\n","\n","joined = dest_airports.join(origin_airports, origin_airports.ORIGIN == dest_airports.DEST, 'left').where(\"ORIGIN is null\")\n","display(joined)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"25f3f5b5-0a7a-4a6f-96f3-df4d9449a812","showTitle":false,"title":""}},"outputs":[],"source":["clean_full = spark.read.parquet(f\"{blob_url}/joined_df_full\") # 42227239\n","full_dest_tz = clean_full.join(df_airport_timezone, clean_full.DEST == df_airport_timezone.iata, 'left')\n","\n","full_dest_tz = full_dest_tz.withColumn(\"CODE_TIMESTAMP\", create_composite_key('icao', 'HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"TWO_CODE_TIMESTAMP\", create_composite_key('icao', 'TWO_HOUR_WEATHER_TIMESTAMP')) \\\n"," .withColumn(\"THREE_CODE_TIMESTAMP\", create_composite_key('icao', 'THREE_HOUR_WEATHER_TIMESTAMP'))\n","\n","# Drop unnecessary columns\n","df_weather_icao_needed_tz = spark.read.parquet(f\"{blob_url}/weather_with_icao_tz\") # 1057832\n","columns_to_drop = ['airport_name', 'airport_city', 'airport_country', 'airport_tz', 'year', 'airport_subd', 'country', 'elevation', 'iata', 'airport_lon', 'airport_lat', 'icao', 'HOUR_TIMESTAMP']\n","df_weather_icao_needed_tz = df_weather_icao_needed_tz.drop(*columns_to_drop)\n","\n","# Join the datasets\n","joined_df_one = full_dest_tz.join(df_weather_icao_needed_tz, full_dest_tz.CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_two = full_dest_tz.join(df_weather_icao_needed_tz, full_dest_tz.TWO_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","joined_df_three = full_dest_tz.join(df_weather_icao_needed_tz, full_dest_tz.THREE_CODE_TIMESTAMP == df_weather_icao_needed_tz.CODE_STATION_TIMESTAMP, 'left')\n","\n","combined_df = joined_df_one.union(joined_df_two).union(joined_df_three) # 3m 6204054\n","combined_df.write.mode(\"overwrite\").parquet(f\"{blob_url}/combined_dest\")\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"57f5537b-2ae7-4cb4-82de-266798592767","showTitle":false,"title":""}},"outputs":[],"source":["combined_df = spark.read.parquet(f\"{blob_url}/combined_dest\") # 184162262\n","\n","from pyspark.sql.functions import min\n","\n","joined_df_pos = combined_df.withColumn(\"distance_time\",col(\"WEATHER_TIMESTAMP\").cast(\"long\") - col(\"STATION_TIMESTAMP\").cast(\"long\")).where(\"distance_time >= 0\")\n","joined_df_pos_min = joined_df_pos.groupBy(\"flight_id\").agg(min(\"distance_time\").alias('minimum_distance')).withColumnRenamed(\"flight_id\", \"flight_id_min\")\n","joined_df_pos_min_final = joined_df_pos.join(joined_df_pos_min, (joined_df_pos_min.flight_id_min == joined_df_pos.flight_id) & (joined_df_pos_min.minimum_distance == joined_df_pos.distance_time), 'inner') # 3m 1396256 unique\n","\n","joined_df_clean = joined_df_pos_min_final.dropDuplicates([\"flight_id\"])\n","joined_df_clean.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full_dest\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5d9ceae5-a756-47d7-9b9b-e8a19ec0b14b","showTitle":false,"title":""}},"outputs":[],"source":["# Drop temporary columns\n","columns_to_drop = ['CODE_STATION_TIMESTAMP', 'distance_time', 'flight_id_min', 'minimum_distance', 'CODE_TIMESTAMP', 'TWO_CODE_TIMESTAMP', 'THREE_CODE_TIMESTAMP']\n","\n","join_df_origin_dest = spark.read.parquet(f\"{blob_url}/joined_df_full_dest\") # 184162262\n","join_df_origin_dest = join_df_origin_dest.drop(*columns_to_drop)\n","\n","# Rename the weather features so it's clear they belong to the ORIGIN airport\n","columns_to_rename = ['STATION_ID', 'STATION_NAME', 'STATION_ELEVATION', 'STATION_LATITUDE', 'STATION_LONGITUDE', 'WEATHER_DATE', 'WEATHER_REPORT_TYPE', 'WEATHER_SOURCE', 'HourlyPrecipitation', 'HourlyPresentWeatherType', 'STATION_TIMESTAMP', 'HourlyDewPointTemperature', 'HourlyDryBulbTemperature', 'HourlyWetBulbTemperature', 'HourlyStationPressure', 'HourlyWindDirection', 'HourlyWindSpeed', 'HourlyVisibility', 'AU_code', 'AW_code', 'MW_code', 'AU_TS', 'AU_ICE', 'AU_SNOW', 'AU_FOG', 'AW_TS', 'AW_ICE', 'AW_SNOW', 'AW_FOG', 'MW_TS', 'MW_ICE', 'MW_SNOW', 'MW_FOG', 'TS', 'ICE', 'SNOW', 'FOG', 'icao', 'iata', 'airport_name', 'airport_city', 'airport_subd', 'airport_country', 'elevation', 'airport_lat', 'airport_lon', 'airport_tz', 'FLIGHT_TIMESTAMP']\n","\n","\n","for column in columns_to_rename:\n"," join_df_origin_dest = join_df_origin_dest.withColumnRenamed(column, \"DEST_\" + column)\n","\n","join_df_origin_dest.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full_dest\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"df77c8b6-8ccf-4763-8c00-731155313768","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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112622021-01-26 00:00:00QX19687QXN639QX217411884118840231884GEGSpokane, WAWA53Washington9314831148310632457SJCSan Jose, CACA6California91730723-7.00.00.0-10700-075929.07529443.09459472.02.00.000900-09590.0null0.0135.0144.0112.01.0742.03nullnullnullnullnullnullnullnull0nullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnull2021KGEGGEGSpokane International AirportSpokaneWashingtonUS2376.047.6198997498-117.533996582America/Los_Angeles17832021-01-26T15:30:00.000+000020210126132021-01-26T13:30:00.000+00002021012612202101261172785024157SPOKANE INTERNATIONAL AIRPORT, WA US717.747.62168-117.527962021-01-26T04:53:00FM-1570.0-SN:03 BR:1 |SN |2021-01-26T12:53:00.000+0000202101261224.027.026.027.31210.03.03.0-SN:03 BR:1 SN 0000001000000010KSJCSJCNorman Y. Mineta San Jose International AirportSan JoseCaliforniaUS62.037.3625984192-121.9290008545America/Los_Angeles72494523293SAN JOSE, CA US15.037.35938-121.924442021-01-26T04:53:00FM-1570.0null2021-01-26T12:53:00.000+000030.034.032.029.89150.03.010.0nullnullnull0000000000000000
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131512021-03-15 00:00:00DL19790DLN356DN115113487134870231650MSPMinneapolis, MNMN27Minnesota6315304153040233195TPATampa, FLFL12Florida3318551852-3.00.00.0-11800-185997.0202985.022581375.075.01.052200-22590.0null0.0183.0261.0159.01.01306.060.00.075.00.00.0nullnullnull0nullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnull2021KMSPMSPMinneapolis-St Paul International/Wold-Chamberlain AirportMinneapolisMinnesotaUS841.044.8819999695-93.2218017578America/Chicago31392021-03-15T23:55:00.000+000020210315212021-03-15T21:55:00.000+00002021031520202103151972658014922MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US254.544.88523-93.231332021-03-15T15:53:00FM-1570.06-SN:03 BR:1 |SN |2021-03-15T21:53:00.000+0000202103152127.029.028.029.1580.015.01.5-SN:03 BR:1 SN 0000001000000010KTPATPATampa International AirportTampaFloridaUS26.027.9755001068-82.533203125America/New_York72211012842TAMPA INTERNATIONAL AIRPORT, FL US1.827.96331-82.542021-03-15T16:53:00FM-1570.0null2021-03-15T21:53:00.000+000062.080.069.030.07250.06.010.0nullnullnull0000000000000000
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112252021-01-22 00:00:00UA19977UAN877UA30012266122660331453IAHHouston, TXTX48Texas7410397103970730397ATLAtlanta, GAGA13Georgia3416351629-6.00.00.0-11600-165911.0164019036.019301909-21.00.00.0-21900-19590.0null0.0115.0100.083.01.0689.03nullnullnullnullnullnullnullnull0nullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnull2021KIAHIAHGeorge Bush Intercontinental Houston AirportHoustonTexasUS97.029.9843997955-95.3414001465America/Chicago6622042021-01-22T22:35:00.000+000020210122202021-01-22T20:35:00.000+00002021012219202101221872243012960HOUSTON INTERCONTINENTAL AIRPORT, TX US27.529.98438-95.360722021-01-22T13:53:00FM-1570.0null2021-01-22T19:53:00.000+0000202101221962.066.064.029.8160.03.07.0nullnullnull0000000000000000KATLATLHartsfield Jackson Atlanta International AirportAtlantaGeorgiaUS1026.033.6366996765-84.4281005859America/New_York72219013874ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US308.233.62972-84.442242021-01-22T14:52:00FM-1570.0null2021-01-22T19:52:00.000+000038.057.048.028.85330.06.010.0nullnullnull0000000000000000
382812017-08-28DL19790DLN936AT86310135101350330135ABEAllentown/Bethlehem/Easton, PAPA42Pennsylvania2310397103970530397ATLAtlanta, GAGA13Georgia34610608-2.00.00.0-10600-065911.06197595.0820804-16.00.00.0-20800-08590.0null0.0130.0116.0100.01.0692.03nullnullnullnullnullnullnullnull0nullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnullnull2017KABEABELehigh Valley International AirportAllentownPennsylvaniaUS393.040.6520996094-75.4408035278America/New_York6623712017-08-28T10:10:00.000+000020170828082017-08-28T08:10:00.000+00002017082807201708280672517014737ALLENTOWN LEHIGH VALLEY INTERNATIONAL AIRPORT, PA US118.940.64985-75.447712017-08-28T02:51:00FM-1570.0null2017-08-28T07:51:00.000+0000201708280751.055.053.029.8340.05.010.0nullnullnull0000000000000000KATLATLHartsfield Jackson Atlanta International AirportAtlantaGeorgiaUS1026.033.6366996765-84.4281005859America/New_York72219013874ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US307.833.6301-84.44182017-08-28T02:52:00FM-1570.0null2017-08-28T07:52:00.000+000060.070.064.028.9280.013.010.0nullnullnull0000000000000000
Showing the first 702 rows.
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[4,12,4,1,"2017-12-04","UA",19977,"UA","N77537",1688,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,1715,1708,-7,0,0,-1,"1700-1759",17,1725,1908,8,1927,1916,-11,0,0,-1,"1900-1959",0,null,0,132,128,103,1,679,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",499,"2017-12-05T01:15:00.000+0000","2017120423","2017-12-04T23:15:00.000+0000","2017120422","2017120421","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2017-12-04T14:56:00","FM-15","7","0.0",null,"2017-12-04T22:56:00.000+0000","2017120422",34,61,48,30.08,30,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2017-12-04T14:53:00","FM-15","7","0.0",null,"2017-12-04T22:53:00.000+0000",37,42,40,30.1,360,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,9,1,"2020-11-09 00:00:00","WN",19393,"WN","N8318F",1292,13830,1383002,33830,"OGG","Kahului, HI","HI",15,"Hawaii",2,14831,1483106,32457,"SJC","San Jose, CA","CA",6,"California",91,1455,1447,-8,0,0,-1,"1400-1459",11,1458,2153,3,2150,2156,6,6,0,0,"2100-2159",0,null,0,295,309,295,1,2355,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",1473,"2020-11-10T00:55:00.000+0000","2020110922","2020-11-09T22:55:00.000+0000","2020110921","2020110920","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2020-11-09T12:54:00","FM-15","7","0.0",null,"2020-11-09T22:54:00.000+0000","2020110922",65,91,74,29.9,90,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2020-11-09T14:53:00","FM-15","7","0.0",null,"2020-11-09T22:53:00.000+0000",19,59,43,30.13,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,1,5,"2021-01-01 00:00:00","OO",20304,"OO","N761ND",3239,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,11413,1141307,30285,"DRO","Durango, CO","CO",8,"Colorado",82,2010,2002,-8,0,0,-1,"2000-2059",18,2020,2116,3,2139,2119,-20,0,0,-2,"2100-2159",0,null,0,89,77,56,1,351,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",1716,"2021-01-02T03:10:00.000+0000","2021010201","2021-01-02T01:10:00.000+0000","2021010200","2021010123","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-01T17:51:00","FM-15","7","0.0",null,"2021-01-02T00:51:00.000+0000","2021010200",21,60,44,28.92,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDRO","DRO","Durango La Plata County Airport","Durango","Colorado","US",6685,37.1515007019,-107.753997803,"America/Denver","72462593005","DURANGO LA PLATA CO AIRPORT, CO US","2020.6","37.1431","-107.76023","2021-01-01T17:53:00","FM-15","7","0.0",null,"2021-01-02T00:53:00.000+0000",19,28,25,23.54,10,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,26,2,"2021-01-26 00:00:00","QX",19687,"QX","N639QX",2174,11884,1188402,31884,"GEG","Spokane, WA","WA",53,"Washington",93,14831,1483106,32457,"SJC","San Jose, CA","CA",6,"California",91,730,723,-7,0,0,-1,"0700-0759",29,752,944,3,945,947,2,2,0,0,"0900-0959",0,null,0,135,144,112,1,742,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles",1783,"2021-01-26T15:30:00.000+0000","2021012613","2021-01-26T13:30:00.000+0000","2021012612","2021012611","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-01-26T04:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2021-01-26T12:53:00.000+0000","2021012612",24,27,26,27.31,210,3,3,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-26T04:53:00","FM-15","7","0.0",null,"2021-01-26T12:53:00.000+0000",30,34,32,29.89,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,15,7,"2015-11-15","WN",19393,"WN","N7704B",2821,13342,1334205,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,2115,2114,-1,0,0,-1,"2100-2159",9,2123,39,5,105,44,-21,0,0,-2,"0001-0559",0,null,0,170,150,136,1,1066,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago",2556,"2015-11-16T03:15:00.000+0000","2015111601","2015-11-16T01:15:00.000+0000","2015111600","2015111523","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.90457","2015-11-15T18:52:00","FM-15","7","0.0",null,"2015-11-16T00:52:00.000+0000","2015111600",34,51,43,29.39,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-11-15T19:53:00","FM-15","7","0.0",null,"2015-11-16T00:53:00.000+0000",61,70,65,30.13,20,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,16,5,"2015-01-16","UA",19977,"UA","N512UA",502,14771,1477101,32457,"SFO","San Francisco, CA","CA",6,"California",91,12478,1247802,31703,"JFK","New York, NY","NY",36,"New York",22,1646,1645,-1,0,0,-1,"1600-1659",22,1707,58,6,114,104,-10,0,0,-1,"0001-0559",0,null,0,328,319,291,1,2586,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",2825,"2015-01-17T00:46:00.000+0000","2015011622","2015-01-16T22:46:00.000+0000","2015011621","2015011620","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-01-16T13:56:00","FM-15","7","0.0","BR:1 ||","2015-01-16T21:56:00.000+0000","2015011621",53,56,54,30.2,40,3,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-01-16T16:51:00","FM-15","7","0.0",null,"2015-01-16T21:51:00.000+0000",13,34,27,29.93,310,31,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,1,"2021-03-15 00:00:00","DL",19790,"DL","N356DN",1151,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1855,1852,-3,0,0,-1,"1800-1859",97,2029,8,5,2258,13,75,75,1,5,"2200-2259",0,null,0,183,261,159,1,1306,6,0,0,75,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",3139,"2021-03-15T23:55:00.000+0000","2021031521","2021-03-15T21:55:00.000+0000","2021031520","2021031519","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-03-15T15:53:00","FM-15","7","0.06","-SN:03 BR:1 |SN |","2021-03-15T21:53:00.000+0000","2021031521",27,29,28,29.15,80,15,1.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-03-15T16:53:00","FM-15","7","0.0",null,"2021-03-15T21:53:00.000+0000",62,80,69,30.07,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,25,3,"2020-11-25 00:00:00","OO",20304,"OO","N713SK",3170,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,10372,1037205,30372,"ASE","Aspen, CO","CO",8,"Colorado",82,1005,1024,19,19,1,1,"1000-1059",16,1040,1203,2,1201,1205,4,4,0,0,"1200-1259",0,null,0,176,161,143,1,1013,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",4098,"2020-11-25T16:05:00.000+0000","2020112514","2020-11-25T14:05:00.000+0000","2020112513","2020112512","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2020-11-25T07:51:00","FM-15","7","0.01","-DZ:01 BR:1 |DZ |DZ","2020-11-25T13:51:00.000+0000","2020112513",43,45,44,29.1,120,6,1,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2353.1","39.23","-106.87056","2020-11-25T06:53:00","FM-15","7","0.0",null,"2020-11-25T13:53:00.000+0000",5,11,9,22.59,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,27,7,"2017-08-27","HA",19690,"HA","N391HA",34,13830,1383002,33830,"OGG","Kahului, HI","HI",15,"Hawaii",2,12892,1289206,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1340,1336,-4,0,0,-1,"1300-1359",10,1346,2129,13,2155,2142,-13,0,0,-1,"2100-2159",0,null,0,315,306,283,1,2486,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",4939,"2017-08-27T23:40:00.000+0000","2017082721","2017-08-27T21:40:00.000+0000","2017082720","2017082719","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2017-08-27T10:54:00","FM-15","7","0.0",null,"2017-08-27T20:54:00.000+0000","2017082720",70,86,75,29.96,40,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2017-08-27T12:53:00","FM-15","7","0.0",null,"2017-08-27T20:53:00.000+0000",65,71,67,29.55,250,15,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,20,7,"2017-08-20","UA",19977,"UA","N37281",1279,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,1140,1138,-2,0,0,-1,"1100-1159",13,1151,1519,9,1546,1528,-18,0,0,-2,"1500-1559",0,null,0,186,170,148,1,1172,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",5052,"2017-08-20T16:40:00.000+0000","2017082014","2017-08-20T14:40:00.000+0000","2017082013","2017082012","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-08-20T07:53:00","FM-15","7","0.0",null,"2017-08-20T13:53:00.000+0000","2017082013",70,85,75,29.35,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2017-08-20T08:52:00","FM-15","7","0.0",null,"2017-08-20T13:52:00.000+0000",63,76,68,29.79,20,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,31,1,"2020-08-31 00:00:00","AA",19805,"AA","N977NN",2655,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1935,1928,-7,0,0,-1,"1900-1959",15,1943,2252,5,2227,2257,30,30,1,2,"2200-2259",0,null,0,112,149,129,1,641,3,0,0,30,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",5834,"2020-09-01T01:35:00.000+0000","2020083123","2020-08-31T23:35:00.000+0000","2020083122","2020083121","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-08-31T15:53:00","FM-15","7","0.0",null,"2020-08-31T22:53:00.000+0000","2020083122",44,78,58,24.4,10,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-08-31T16:53:00","FM-15","7","0.0",null,"2020-08-31T22:53:00.000+0000",72,97,79,29.04,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,5,7,"2017-02-05","UA",19977,"UA","N75436",773,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1115,1114,-1,0,0,-1,"1100-1159",13,1127,1241,4,1255,1245,-10,0,0,-1,"1200-1259",0,null,0,100,91,74,1,391,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",6961,"2017-02-05T18:15:00.000+0000","2017020516","2017-02-05T16:15:00.000+0000","2017020515","2017020514","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-02-05T08:53:00","FM-15","7","0.0",null,"2017-02-05T15:53:00.000+0000","2017020515",21,44,35,24.52,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-02-05T08:54:00","FM-15","7","0.0",null,"2017-02-05T15:54:00.000+0000",33,43,38,25.7,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,27,5,"2015-11-27","AA",19805,"AA","N860AA",267,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,12173,1217302,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,1845,1843,-2,0,0,-1,"1800-1859",15,1858,2229,6,2249,2235,-14,0,0,-1,"2200-2259",0,null,0,364,352,331,1,2556,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",7274,"2015-11-28T02:45:00.000+0000","2015112800","2015-11-28T00:45:00.000+0000","2015112723","2015112722","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-11-27T15:53:00","FM-15","7","0.0",null,"2015-11-27T23:53:00.000+0000","2015112723",36,60,49,29.64,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2015-11-27T13:53:00","FM-15","7","0.0",null,"2015-11-27T23:53:00.000+0000",71,84,75,29.94,70,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,4,4,"2017-05-04","AA",19805,"AA","N802AA",2149,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1430,1424,-6,0,0,-1,"1400-1459",17,1441,1535,5,1601,1540,-21,0,0,-2,"1600-1659",0,null,0,91,76,54,1,399,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",7482,"2017-05-04T18:30:00.000+0000","2017050416","2017-05-04T16:30:00.000+0000","2017050415","2017050414","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2017-05-04T10:52:00","FM-15","7","0.0",null,"2017-05-04T15:52:00.000+0000","2017050415",44,64,54,30.12,140,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2017-05-04T10:54:00","FM-15","7","0.0",null,"2017-05-04T15:54:00.000+0000",35,53,45,30.27,120,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,9,4,"2020-07-09 00:00:00","AA",19805,"AA","N507AY",658,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,815,806,-9,0,0,-1,"0800-0859",13,819,1557,12,1634,1609,-25,0,0,-2,"1600-1659",0,null,0,319,303,278,1,2402,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",7837,"2020-07-09T15:15:00.000+0000","2020070913","2020-07-09T13:15:00.000+0000","2020070912","2020070911","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2020-07-09T04:53:00","FM-15","7","0.0",null,"2020-07-09T12:53:00.000+0000","2020070912",59,65,61,29.53,null,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2020-07-09T08:01:00","FM-16","7","0.0",null,"2020-07-09T13:01:00.000+0000",72,78,74,29.98,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,26,1,"2016-09-26","EV",20366,"EV","N13992",3923,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,815,810,-5,0,0,-1,"0800-0859",10,820,1007,3,1028,1010,-18,0,0,-2,"1000-1059",0,null,0,133,120,107,1,667,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",8654,"2016-09-26T13:15:00.000+0000","2016092611","2016-09-26T11:15:00.000+0000","2016092610","2016092609","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2016-09-26T04:51:00","FM-15","7","0.0",null,"2016-09-26T10:51:00.000+0000","2016092610",56,61,58,29.39,290,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-09-26T04:53:00","FM-15","7","0.0",null,"2016-09-26T10:53:00.000+0000",72,73,72,29.9,50,5,2,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,21,2,"2020-07-21 00:00:00","F9",20436,"F9","N360FR",171,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,610,605,-5,0,0,-1,"0600-0659",13,618,753,7,812,800,-12,0,0,-1,"0800-0859",0,null,0,242,235,215,1,1558,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",10320,"2020-07-21T10:10:00.000+0000","2020072108","2020-07-21T08:10:00.000+0000","2020072107","2020072106","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2020-07-21T02:54:00","FM-15","7","0.0",null,"2020-07-21T07:54:00.000+0000","2020072107",63,80,69,29.94,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-07-21T00:53:00","FM-15","7","0.0",null,"2020-07-21T07:53:00.000+0000",54,66,59,24.67,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,18,1,"2019-02-18","9E",20363,"9E","N927XJ",5278,15412,1541205,35412,"TYS","Knoxville, TN","TN",47,"Tennessee",54,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1513,1505,-8,0,0,-1,"1500-1559",18,1523,1555,6,1619,1601,-18,0,0,-2,"1600-1659",0,null,0,66,56,32,1,152,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York",10886,"2019-02-18T20:13:00.000+0000","2019021818","2019-02-18T18:13:00.000+0000","2019021817","2019021816","72326013891","KNOXVILLE AIRPORT, TN US","293.2","35.8181","-83.9858","2019-02-18T12:53:00","FM-15","7","0.0",null,"2019-02-18T17:53:00.000+0000","2019021817",36,48,43,29.19,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-02-18T12:52:00","FM-15","7","0.0",null,"2019-02-18T17:52:00.000+0000",38,56,47,29.12,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,1,2,"2015-12-01","NK",20416,"NK","N521NK",259,10158,1015804,30158,"ACY","Atlantic City, NJ","NJ",34,"New Jersey",21,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,705,701,-4,0,0,-1,"0700-0759",9,710,923,7,940,930,-10,0,0,-1,"0900-0959",0,null,0,155,149,133,1,977,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KACY","ACY","Atlantic City International Airport","Atlantic City","New Jersey","US",75,39.4575996399,-74.5772018433,"America/New_York",11132,"2015-12-01T12:05:00.000+0000","2015120110","2015-12-01T10:05:00.000+0000","2015120109","2015120108","72407093730","ATLANTIC CITY INTERNATIONAL AIRPORT, NJ US","18.3","39.45202","-74.56699","2015-12-01T04:54:00","FM-15","7","0.04","-RA:02 |RA |","2015-12-01T09:54:00.000+0000","2015120109",52,54,53,30.11,80,10,7,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2015-12-01T04:53:00","FM-15","7","0.0",null,"2015-12-01T09:53:00.000+0000",71,74,72,29.96,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,5,1,"2020-10-05 00:00:00","WN",19393,"WN","N221WN",2461,13796,1379608,32457,"OAK","Oakland, CA","CA",6,"California",91,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,1555,1549,-6,0,0,-1,"1500-1559",11,1600,2131,3,2140,2134,-6,0,0,-1,"2100-2159",0,null,0,225,225,211,1,1642,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",12432,"2020-10-05T22:55:00.000+0000","2020100520","2020-10-05T20:55:00.000+0000","2020100519","2020100518","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2020-10-05T12:53:00","FM-15","7","0.0",null,"2020-10-05T20:53:00.000+0000","2020100520",56,78,65,29.91,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2020-10-05T14:53:00","FM-15","7","0.0",null,"2020-10-05T20:53:00.000+0000",60,84,69,30,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,25,2,"2017-07-25","WN",19393,"WN","N446WN",4067,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1925,1925,0,0,0,0,"1900-1959",10,1935,1927,19,1945,1946,1,1,0,0,"1900-1959",0,null,0,140,141,112,1,872,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",14439,"2017-07-26T00:25:00.000+0000","2017072522","2017-07-25T22:25:00.000+0000","2017072521","2017072520","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2017-07-25T15:53:00","FM-15","7","0.0",null,"2017-07-25T21:53:00.000+0000","2017072521",66,100,76,29.47,140,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2017-07-25T14:51:00","FM-15","7","0.0",null,"2017-07-25T21:51:00.000+0000",63,101,75,28.71,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,16,1,"2017-01-16","AA",19805,"AA","N758AA",2138,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,2200,2158,-2,0,0,-1,"2200-2259",11,2209,2311,3,2329,2314,-15,0,0,-1,"2300-2359",0,null,0,89,76,62,1,399,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",14718,"2017-01-17T03:00:00.000+0000","2017011701","2017-01-17T01:00:00.000+0000","2017011700","2017011623","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2017-01-16T19:52:00","FM-15","7","0.0",null,"2017-01-17T00:52:00.000+0000","2017011700",34,43,39,30.29,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2017-01-16T19:54:00","FM-15","7","0.0",null,"2017-01-17T00:54:00.000+0000",18,37,31,30.23,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,28,6,"2017-01-28","AA",19805,"AA","N4XTAA",2184,13851,1385103,33851,"OKC","Oklahoma City, OK","OK",40,"Oklahoma",73,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,700,651,-9,0,0,-1,"0700-0759",15,706,746,4,806,750,-16,0,0,-2,"0800-0859",0,null,0,66,59,40,1,175,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",14721,"2017-01-28T13:00:00.000+0000","2017012811","2017-01-28T11:00:00.000+0000","2017012810","2017012809","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2017-01-28T04:52:00","FM-15","7","0.0",null,"2017-01-28T10:52:00.000+0000","2017012810",20,30,27,28.84,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-01-28T04:53:00","FM-15","7","0.0",null,"2017-01-28T10:53:00.000+0000",20,41,33,29.63,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,7,2,"2017-02-07","WN",19393,"WN","N778SW",648,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,625,620,-5,0,0,-1,"0600-0659",12,632,850,3,910,853,-17,0,0,-2,"0900-0959",0,null,0,105,93,78,1,601,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",14910,"2017-02-07T12:25:00.000+0000","2017020710","2017-02-07T10:25:00.000+0000","2017020709","2017020708","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2017-02-07T04:17:00","FM-16","7","0.01","DZ:01 BR:1 |DZ |","2017-02-07T10:17:00.000+0000","2017020710",42,44,43,28.83,30,10,1.25,"DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2017-02-07T04:52:00","FM-15","7","0.0",null,"2017-02-07T09:52:00.000+0000",38,50,44,29.81,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,27,5,"2016-05-27","AA",19805,"AA","N150UW",755,14100,1410002,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,1815,1815,0,0,0,0,"1800-1859",24,1839,2054,3,2118,2057,-21,0,0,-2,"2100-2159",0,null,0,363,342,315,1,2370,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",17162,"2016-05-27T22:15:00.000+0000","2016052720","2016-05-27T20:15:00.000+0000","2016052719","2016052718","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2016-05-27T14:54:00","FM-15","7","0.0",null,"2016-05-27T19:54:00.000+0000","2016052719",64,89,72,30.01,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2016-05-27T11:51:00","FM-15","7","0.0",null,"2016-05-27T19:51:00.000+0000",55,66,60,29.9,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,18,3,"2016-05-18","DL",19790,"DL","N958DL",2212,14193,1419304,33728,"PNS","Pensacola, FL","FL",12,"Florida",33,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,910,912,2,2,0,0,"0900-0959",9,921,1106,11,1122,1117,-5,0,0,-1,"1100-1159",0,null,0,72,65,45,1,271,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago",17310,"2016-05-18T14:10:00.000+0000","2016051812","2016-05-18T12:10:00.000+0000","2016051811","2016051810","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2016-05-18T05:53:00","FM-15","7","0.0",null,"2016-05-18T11:53:00.000+0000","2016051811",72,75,73,29.81,40,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-05-18T06:52:00","FM-15","7","0.0",null,"2016-05-18T11:52:00.000+0000",62,67,64,28.91,70,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,9,5,"2018-11-09","OO",20304,"OO","N793SK",5883,12217,1221702,30255,"HSV","Huntsville, AL","AL",1,"Alabama",51,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1845,2018,93,93,1,6,"1800-1859",17,2035,2208,6,2042,2214,92,92,1,6,"2000-2059",0,null,0,117,116,93,1,595,3,0,0,0,0,92,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago",17843,"2018-11-10T00:45:00.000+0000","2018110922","2018-11-09T22:45:00.000+0000","2018110921","2018110920","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.2","34.6441","-86.7869","2018-11-09T15:53:00","FM-15","7","0.0",null,"2018-11-09T21:53:00.000+0000","2018110921",42,48,45,29.48,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2018-11-09T15:53:00","FM-15","7","0.0",null,"2018-11-09T21:53:00.000+0000",49,56,52,30.11,20,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,28,2,"2017-11-28","VX",21171,"VX","N624VA",1232,12892,1289207,32575,"LAX","Los Angeles, CA","CA",6,"California",91,13930,1393005,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1042,1043,1,1,0,0,"1000-1059",23,1106,1638,11,1645,1649,4,4,0,0,"1600-1659",0,null,0,243,246,212,1,1745,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",18787,"2017-11-28T18:42:00.000+0000","2017112816","2017-11-28T16:42:00.000+0000","2017112815","2017112814","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2017-11-28T07:53:00","FM-15","7","0.0",null,"2017-11-28T15:53:00.000+0000","2017112815",45,56,50,29.65,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-11-28T09:51:00","FM-15","7","0.0",null,"2017-11-28T15:51:00.000+0000",33,56,45,29.18,210,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,4,"2018-03-15","WN",19393,"WN","N286WN",776,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,13342,1334207,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,1705,1705,0,0,0,0,"1700-1759",12,1717,1925,3,1930,1928,-2,0,0,-1,"1900-1959",0,null,0,205,203,188,1,1243,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",20101,"2018-03-15T21:05:00.000+0000","2018031519","2018-03-15T19:05:00.000+0000","2018031518","2018031517","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2018-03-15T13:53:00","FM-15","7","0.0",null,"2018-03-15T18:53:00.000+0000","2018031518",50,72,60,30.1,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL INTERNATIONAL AIRPORT, WI US","204.2","42.955","-87.9044","2018-03-15T12:52:00","FM-15","7","0.0",null,"2018-03-15T18:52:00.000+0000",24,40,34,29.14,60,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,24,1,"2017-04-24","OO",20304,"OO","N869AS",3118,13342,1334205,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1010,1142,92,92,1,6,"1000-1059",12,1154,1219,16,1102,1235,93,93,1,6,"1100-1159",0,null,0,52,53,25,1,67,1,0,71,1,0,21,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago",20297,"2017-04-24T15:10:00.000+0000","2017042413","2017-04-24T13:10:00.000+0000","2017042412","2017042411","72640014839","MILWAUKEE MITCHELL INTERNATIONAL AIRPORT, WI US","204.2","42.955","-87.9044","2017-04-24T06:52:00","FM-15","7","0.0",null,"2017-04-24T12:52:00.000+0000","2017042412",39,46,43,29.29,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-04-24T06:51:00","FM-15","7","0.0",null,"2017-04-24T12:51:00.000+0000",39,47,43,29.3,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,14,4,"2019-02-14","MQ",20398,"MQ","N928AE",4001,11977,1197705,31977,"GRB","Green Bay, WI","WI",55,"Wisconsin",45,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1455,1446,-9,0,0,-1,"1400-1459",12,1458,1537,13,1600,1550,-10,0,0,-1,"1600-1659",0,null,0,65,64,39,1,174,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KGRB","GRB","Austin Straubel International Airport","Green Bay","Wisconsin","US",695,44.4850997925,-88.1296005249,"America/Chicago",22032,"2019-02-14T20:55:00.000+0000","2019021418","2019-02-14T18:55:00.000+0000","2019021417","2019021416","72645014898","GREEN BAY A S INTERNATIONAL AIRPORT, WI US","209.4","44.4794","-88.1366","2019-02-14T12:53:00","FM-15","7","0.0",null,"2019-02-14T18:53:00.000+0000","2019021418",30,38,35,28.76,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-02-14T12:51:00","FM-15","7","0.0",null,"2019-02-14T18:51:00.000+0000",33,47,41,28.8,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,7,2,"2020-01-07 00:00:00","AA",19805,"AA","N886NN",999,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1412,1406,-6,0,0,-1,"1400-1459",14,1420,1649,3,1705,1652,-13,0,0,-1,"1700-1759",0,null,0,113,106,89,1,612,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",22965,"2020-01-07T20:12:00.000+0000","2020010718","2020-01-07T18:12:00.000+0000","2020010717","2020010716","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2020-01-07T11:51:00","FM-15","7","0.0",null,"2020-01-07T17:51:00.000+0000","2020010717",27,39,34,29.23,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2020-01-07T12:52:00","FM-15","7","0.0","-RA:02 |RA |RA","2020-01-07T17:52:00.000+0000",27,46,38,29.85,null,7,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,22,2,"2016-03-22","WN",19393,"WN","N768SW",552,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,1910,1909,-1,0,0,-1,"1900-1959",7,1916,2022,5,2045,2027,-18,0,0,-2,"2000-2059",0,null,0,155,138,126,1,882,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",23939,"2016-03-22T23:10:00.000+0000","2016032221","2016-03-22T21:10:00.000+0000","2016032220","2016032219","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2016-03-22T15:53:00","FM-15","7","0.0",null,"2016-03-22T20:53:00.000+0000","2016032220",43,75,58,30.16,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2016-03-22T14:51:00","FM-15","7","0.0",null,"2016-03-22T20:51:00.000+0000",32,76,54,28.92,180,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,17,7,"2019-02-17","DL",19790,"DL","N339DN",1264,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1415,1408,-7,0,0,-1,"1400-1459",13,1421,2038,10,2126,2048,-38,0,0,-2,"2100-2159",0,null,0,251,220,197,1,1892,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",24588,"2019-02-17T22:15:00.000+0000","2019021720","2019-02-17T20:15:00.000+0000","2019021719","2019021718","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2019-02-17T11:51:00","FM-15","7","0.0",null,"2019-02-17T19:51:00.000+0000","2019021719",37,59,49,30.11,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-02-17T14:52:00","FM-15","7","0.0","-DZ:01 BR:1 |s DZ s |DZ s","2019-02-17T19:52:00.000+0000",48,50,49,28.81,100,11,0.25,"-DZ:01 BR:1 ","s DZ s ","DZ s",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,6,7,"2019-10-06","YX",20452,"YX","N410YX",4552,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,1414,1501,47,47,1,3,"1400-1459",13,1514,1601,6,1539,1607,28,28,1,1,"1500-1559",0,null,0,145,126,107,1,719,3,0,0,0,0,28,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",24840,"2019-10-06T18:14:00.000+0000","2019100616","2019-10-06T16:14:00.000+0000","2019100615","2019100614","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2019-10-06T10:52:00","FM-15","7","0.0",null,"2019-10-06T15:52:00.000+0000","2019100615",60,70,64,30.21,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2019-10-06T09:51:00","FM-15","7","0.0",null,"2019-10-06T15:51:00.000+0000",46,64,54,29.41,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,19,2,"2016-01-19","EV",20366,"EV","N14558",4481,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,14193,1419304,33728,"PNS","Pensacola, FL","FL",12,"Florida",33,1250,1245,-5,0,0,-1,"1200-1259",12,1257,1408,4,1421,1412,-9,0,0,-1,"1400-1459",0,null,0,91,87,71,1,489,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",26236,"2016-01-19T18:50:00.000+0000","2016011916","2016-01-19T16:50:00.000+0000","2016011915","2016011914","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-01-19T09:53:00","FM-15","7","0.0",null,"2016-01-19T15:53:00.000+0000","2016011915",46,60,53,30.18,160,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2016-01-19T09:53:00","FM-15","7","0.0",null,"2016-01-19T15:53:00.000+0000",21,43,35,30.35,30,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,15,4,"2021-07-15 00:00:00","YV",20378,"YV","N916FJ",5866,10140,1014005,30140,"ABQ","Albuquerque, NM","NM",35,"New Mexico",86,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,700,1025,205,205,1,12,"0700-0759",9,1034,1027,4,719,1031,192,192,1,12,"0700-0759",0,null,0,79,66,53,1,328,2,192,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver",27013,"2021-07-15T13:00:00.000+0000","2021071511","2021-07-15T11:00:00.000+0000","2021071510","2021071509","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.4","35.04189","-106.61545","2021-07-15T03:58:00","FM-16","7","0.02","RA:02 BR:1 |RA |RA","2021-07-15T10:58:00.000+0000","2021071510",62,64,63,24.84,80,18,3,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-07-15T03:51:00","FM-15","7","0.0",null,"2021-07-15T10:51:00.000+0000",66,87,73,28.74,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,20,5,"2020-03-20 00:00:00","DL",19790,"DL","N991DL",1914,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,11996,1199603,31871,"GSP","Greer, SC","SC",45,"South Carolina",37,1957,null,null,null,null,null,"1900-1959",null,null,null,null,2053,null,null,null,null,null,"2000-2059",1,"D",0,56,null,null,1,153,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",28533,"2020-03-20T23:57:00.000+0000","2020032021","2020-03-20T21:57:00.000+0000","2020032020","2020032019","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-03-20T16:52:00","FM-15","7","0.0",null,"2020-03-20T21:52:00.000+0000","2020032021",59,79,66,29.07,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGSP","GSP","Greenville Spartanburg International Airport","Greenville","South Carolina","US",964,34.8956985474,-82.2189025879,"America/New_York","72312003870","GRNVL SPART INTERNATIONAL AIRPORT, SC US","291.1","34.90611","-82.21255","2020-03-20T16:53:00","FM-15","7","0.0",null,"2020-03-20T21:53:00.000+0000",57,81,66,29.08,210,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,18,7,"2021-07-18 00:00:00","WN",19393,"WN","N8681M",3600,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,13796,1379608,32457,"OAK","Oakland, CA","CA",6,"California",91,1745,1800,15,15,1,1,"1700-1759",12,1812,1836,5,1835,1841,6,6,0,0,"1800-1859",0,null,0,110,101,84,1,588,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",29959,"2021-07-18T23:45:00.000+0000","2021071821","2021-07-18T21:45:00.000+0000","2021071820","2021071819","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-07-18T13:54:00","FM-15","7","0.0",null,"2021-07-18T20:54:00.000+0000","2021071820",40,100,64,25.77,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-07-18T12:53:00","FM-15","7","0.0",null,"2021-07-18T20:53:00.000+0000",56,70,62,29.88,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,13,1,"2021-12-13 00:00:00","AA",19805,"AA","N836AW",2897,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,710,725,15,15,1,1,"0700-0759",14,739,856,6,855,902,7,7,0,0,"0800-0859",0,null,0,105,97,77,1,550,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",31235,"2021-12-13T13:10:00.000+0000","2021121311","2021-12-13T11:10:00.000+0000","2021121310","2021121309","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-12-13T04:53:00","FM-15","7","0.0",null,"2021-12-13T10:53:00.000+0000","2021121310",30,43,38,29.52,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","162.0","38.75246","-90.37342","2021-12-13T04:51:00","FM-15","7","0.0",null,"2021-12-13T10:51:00.000+0000",25,31,29,29.44,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,6,3,"2021-10-06 00:00:00","MQ",20398,"MQ","N605KS",3982,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,11905,1190502,31905,"GGG","Longview, TX","TX",48,"Texas",74,2247,2242,-5,0,0,-1,"2200-2259",12,2254,2322,4,2344,2326,-18,0,0,-2,"2300-2359",0,null,0,57,44,28,1,140,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",32196,"2021-10-07T03:47:00.000+0000","2021100701","2021-10-07T01:47:00.000+0000","2021100700","2021100623","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-10-06T18:53:00","FM-15","7","0.0",null,"2021-10-07T00:53:00.000+0000","2021100700",44,78,59,29.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGGG","GGG","East Texas Regional Airport","Longview","Texas","US",365,32.3839988708,-94.7115020752,"America/Chicago","72247003901","LONGVIEW E TX REGIONAL AIRPORT, TX US","107.3","32.39094","-94.71396","2021-10-06T18:53:00","FM-15","7","0.0",null,"2021-10-07T00:53:00.000+0000",56,73,63,29.6,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,2,6,"2017-09-02","AA",19805,"AA","N3PGAA",2645,12892,1289206,32575,"LAX","Los Angeles, CA","CA",6,"California",91,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,955,1027,32,32,1,2,"0900-0959",16,1043,1821,4,1757,1825,28,28,1,1,"1700-1759",0,null,0,302,298,278,1,2288,10,5,0,0,0,23,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",32639,"2017-09-02T16:55:00.000+0000","2017090214","2017-09-02T14:55:00.000+0000","2017090213","2017090212","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2017-09-02T06:53:00","FM-15","7","0.0",null,"2017-09-02T14:53:00.000+0000","2017090214",68,78,71,29.42,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2017-09-02T09:52:00","FM-15","7","0.04","BR:1 ||","2017-09-02T14:52:00.000+0000",57,57,57,29.81,40,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,9,7,"2020-02-09 00:00:00","WN",19393,"WN","N8676A",3565,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,11259,1125904,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1300,1315,15,15,1,1,"1300-1359",8,1323,1526,6,1530,1532,2,2,0,0,"1500-1559",0,null,0,210,197,183,1,1209,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",35897,"2020-02-09T18:00:00.000+0000","2020020916","2020-02-09T16:00:00.000+0000","2020020915","2020020914","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2020-02-09T10:54:00","FM-15","7","0.0",null,"2020-02-09T15:54:00.000+0000","2020020915",22,46,37,30.35,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2020-02-09T09:53:00","FM-15","7","0.01","-DZ:01 |DZ |DZ","2020-02-09T15:53:00.000+0000",53,61,57,29.48,140,8,4,"-DZ:01 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,20,7,"2021-06-20 00:00:00","UA",19977,"UA","N76529",1891,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,835,841,6,6,0,0,"0800-0859",24,905,1102,10,1111,1112,1,1,0,0,"1100-1159",0,null,0,216,211,177,1,1372,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",36302,"2021-06-20T12:35:00.000+0000","2021062010","2021-06-20T10:35:00.000+0000","2021062009","2021062008","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","1.9","40.68275","-74.16927","2021-06-20T04:51:00","FM-15","7","0.0",null,"2021-06-20T09:51:00.000+0000","2021062009",62,67,64,29.8,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-06-20T03:53:00","FM-15","7","0.0",null,"2021-06-20T09:53:00.000+0000",69,78,72,29.14,190,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,26,7,"2019-05-26","YV",20378,"YV","N86347",6208,13871,1387102,33316,"OMA","Omaha, NE","NE",31,"Nebraska",65,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,620,618,-2,0,0,-1,"0600-0659",21,639,836,4,854,840,-14,0,0,-1,"0800-0859",0,null,0,154,142,117,1,781,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",37432,"2019-05-26T11:20:00.000+0000","2019052609","2019-05-26T09:20:00.000+0000","2019052608","2019052607","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2019-05-26T02:52:00","FM-15","7","0.0",null,"2019-05-26T08:52:00.000+0000","2019052608",54,64,58,28.96,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2019-05-26T02:53:00","FM-15","7","0.0",null,"2019-05-26T08:53:00.000+0000",73,74,73,29.92,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,18,3,"2019-12-18","MQ",20398,"MQ","N816AE",4198,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,11980,1198002,31980,"GRI","Grand Island, NE","NE",31,"Nebraska",65,1512,1510,-2,0,0,-1,"1500-1559",33,1543,1712,4,1706,1716,10,10,0,0,"1700-1759",0,null,0,114,126,89,1,561,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",38679,"2019-12-18T21:12:00.000+0000","2019121819","2019-12-18T19:12:00.000+0000","2019121818","2019121817","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2019-12-18T12:53:00","FM-15","7","0.0",null,"2019-12-18T18:53:00.000+0000","2019121818",21,56,42,29.73,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","560.8","40.9611","-98.3136","2019-12-18T12:53:00","FM-15","7","0.0",null,"2019-12-18T18:53:00.000+0000",25,42,35,28.14,210,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,15,6,"2019-06-15","YX",20452,"YX","N209JQ",6105,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,11066,1106606,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,1700,1705,5,5,0,0,"1700-1759",38,1743,1925,6,1924,1931,7,7,0,0,"1900-1959",0,null,0,144,146,102,1,640,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",38980,"2019-06-15T21:00:00.000+0000","2019061519","2019-06-15T19:00:00.000+0000","2019061518","2019061517","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2019-06-15T13:54:00","FM-15","7","0.0",null,"2019-06-15T18:54:00.000+0000","2019061518",46,83,62,29.92,220,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2019-06-15T13:51:00","FM-15","7","0.0","-RA:02 |RA |RA","2019-06-15T18:51:00.000+0000",60,70,64,29.11,220,16,8,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,15,3,"2019-05-15","AA",19805,"AA","N145AN",2812,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,520,517,-3,0,0,-1,"0001-0559",13,530,721,8,740,729,-11,0,0,-1,"0700-0759",0,null,0,140,132,111,1,801,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",39841,"2019-05-15T10:20:00.000+0000","2019051508","2019-05-15T08:20:00.000+0000","2019051507","2019051506","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2019-05-15T01:53:00","FM-15","7","0.0",null,"2019-05-15T07:53:00.000+0000","2019051507",59,68,63,29.33,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-05-15T01:51:00","FM-15","7","0.0",null,"2019-05-15T07:51:00.000+0000",44,53,49,29.24,260,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,18,7,"2019-08-18","HA",19690,"HA","N485HA",232,12173,1217305,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,12402,1240203,32402,"ITO","Hilo, HI","HI",15,"Hawaii",2,1057,1053,-4,0,0,-1,"1000-1059",16,1109,1143,4,1151,1147,-4,0,0,-1,"1100-1159",0,null,0,54,54,34,1,216,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",40143,"2019-08-18T20:57:00.000+0000","2019081818","2019-08-18T18:57:00.000+0000","2019081817","2019081816","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2019-08-18T08:53:00","FM-15","7","0.0",null,"2019-08-18T18:53:00.000+0000","2019081818",69,85,74,29.99,50,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHTO","ITO","Hilo International Airport","Hilo","Hawaii","US",38,19.7213993073,-155.0480041504,"Pacific/Honolulu","91285021504","HILO INTERNATIONAL AIRPORT 87, HI US","11.6","19.7191","-155.053","2019-08-18T08:53:00","FM-15","7","0.0",null,"2019-08-18T18:53:00.000+0000",67,83,72,29.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,12,5,"2019-07-12","OO",20304,"OO","N114SY",5727,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10620,1062003,30620,"BIL","Billings, MT","MT",30,"Montana",84,1541,1537,-4,0,0,-1,"1500-1559",49,1626,1759,3,1720,1802,42,42,1,2,"1700-1759",0,null,0,99,145,93,1,455,2,0,0,42,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",41229,"2019-07-12T21:41:00.000+0000","2019071219","2019-07-12T19:41:00.000+0000","2019071218","2019071217","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-07-12T11:53:00","FM-15","7","0.0",null,"2019-07-12T18:53:00.000+0000","2019071218",44,92,63,24.71,10,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1091.5","45.8069","-108.5422","2019-07-12T11:53:00","FM-15","7","0.0",null,"2019-07-12T18:53:00.000+0000",58,87,68,26.37,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,9,2,"2019-04-09","B6",20409,"B6","N943JT",598,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1132,1217,45,45,1,3,"1100-1159",26,1243,2020,12,1954,2032,38,38,1,2,"1900-1959",0,null,0,322,315,277,1,2496,10,38,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",41555,"2019-04-09T18:32:00.000+0000","2019040916","2019-04-09T16:32:00.000+0000","2019040915","2019040914","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2019-04-09T08:09:00","FM-16","7","0.0",null,"2019-04-09T16:09:00.000+0000","2019040916",44,47,46,29.67,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2019-04-09T10:54:00","FM-15","7","0.0",null,"2019-04-09T15:54:00.000+0000",36,40,38,29.75,60,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,30,3,"2019-10-30","AA",19805,"AA","N202UW",407,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1215,1216,1,1,0,0,"1200-1259",35,1251,1302,4,1247,1306,19,19,1,1,"1200-1259",0,null,0,152,170,131,1,868,4,0,1,18,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",42004,"2019-10-30T17:15:00.000+0000","2019103015","2019-10-30T15:15:00.000+0000","2019103014","2019103013","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2019-10-30T08:53:00","FM-15","7","0.16","-RA:02 |RA |RA","2019-10-30T14:53:00.000+0000","2019103014",39,42,41,29.42,330,18,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2019-10-30T07:51:00","FM-15","7","0.0",null,"2019-10-30T14:51:00.000+0000",-6,54,36,28.97,360,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,10,2,"2019-09-10","9E",20363,"9E","N8839E",5348,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,10990,1099005,30990,"CHO","Charlottesville, VA","VA",51,"Virginia",38,1830,1827,-3,0,0,-1,"1800-1859",17,1844,1934,3,2011,1937,-34,0,0,-2,"2000-2059",0,null,0,101,70,50,1,305,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",42303,"2019-09-10T22:30:00.000+0000","2019091020","2019-09-10T20:30:00.000+0000","2019091019","2019091018","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2019-09-10T14:51:00","FM-15","7","0.0",null,"2019-09-10T19:51:00.000+0000","2019091019",62,77,68,30.27,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCHO","CHO","Charlottesville Albemarle Airport","Charlottesville","Virginia","US",639,38.1385993958,-78.4529037476,"America/New_York","72401693736","CHARLOTTESVILLE ALBEMARLE AIRPORT, VA US","195.1","38.1374","-78.4552","2019-09-10T14:53:00","FM-15","7","0.0",null,"2019-09-10T19:53:00.000+0000",66,88,73,29.57,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,22,1,"2019-07-22","AA",19805,"AA","N870NN",1643,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1229,1227,-2,0,0,-1,"1200-1259",15,1242,1327,14,1349,1341,-8,0,0,-1,"1300-1359",0,null,0,80,74,45,1,226,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",43154,"2019-07-22T16:29:00.000+0000","2019072214","2019-07-22T14:29:00.000+0000","2019072213","2019072212","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-07-22T08:52:00","FM-15","7","0.0",null,"2019-07-22T13:52:00.000+0000","2019072213",71,81,74,28.96,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-07-22T08:52:00","FM-15","7","0.0",null,"2019-07-22T13:52:00.000+0000",70,82,74,29.19,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,1,1,"2016-02-01","HA",19690,"HA","N476HA",344,12982,1298202,32982,"LIH","Lihue, HI","HI",15,"Hawaii",2,12173,1217302,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,1245,1237,-8,0,0,-1,"1200-1259",7,1244,1306,5,1320,1311,-9,0,0,-1,"1300-1359",0,null,0,35,34,22,1,102,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"PHLI","LIH","Lihue Airport","Lihue","Hawaii","US",153,21.9759998322,-159.3390045166,"Pacific/Honolulu",45882,"2016-02-01T22:45:00.000+0000","2016020120","2016-02-01T20:45:00.000+0000","2016020119","2016020118","91165022536","LIHUE WEATHER SERVICE OFFICE AIRPORT 1020.1, HI US","30.5","21.98389","-159.34056","2016-02-01T09:53:00","FM-15","7","0.0",null,"2016-02-01T19:53:00.000+0000","2016020119",66,79,71,29.98,70,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2016-02-01T09:53:00","FM-15","7","0.0",null,"2016-02-01T19:53:00.000+0000",64,79,69,30.1,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,15,1,"2016-02-15","WN",19393,"WN","N521SW",997,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,1340,1343,3,3,0,0,"1300-1359",15,1358,1432,5,1435,1437,2,2,0,0,"1400-1459",0,null,0,55,54,34,1,189,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",47505,"2016-02-15T19:40:00.000+0000","2016021517","2016-02-15T17:40:00.000+0000","2016021516","2016021515","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2016-02-15T10:53:00","FM-15","6","0.0",null,"2016-02-15T16:53:00.000+0000","2016021516",40,61,51,29.41,330,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2016-02-15T10:53:00","FM-15","6","0.0",null,"2016-02-15T16:53:00.000+0000",45,68,56,29.4,330,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,2,1,"2019-12-02","UA",19977,"UA","N510UA",577,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,715,709,-6,0,0,-1,"0700-0759",34,743,1533,46,1539,1619,40,40,1,2,"1500-1559",0,null,0,324,370,290,1,2565,11,0,0,40,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",47941,"2019-12-02T15:15:00.000+0000","2019120213","2019-12-02T13:15:00.000+0000","2019120212","2019120211","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-12-02T04:56:00","FM-15","7","0.02","-RA:02 |RA |RA","2019-12-02T12:56:00.000+0000","2019120212",50,55,52,29.94,110,10,3,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2019-12-02T08:09:00","FM-16","7","0.02","-PL:06 RA:02 BR:1 |RA PL |RA PL","2019-12-02T13:09:00.000+0000",33,35,34,29.5,10,14,2,"-PL:06 RA:02 BR:1 ","RA PL ","RA PL",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,4,3,"2015-02-04","UA",19977,"UA","N547UA",503,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,14771,1477101,32457,"SFO","San Francisco, CA","CA",6,"California",91,1727,1733,6,6,0,0,"1700-1759",22,1755,2115,7,2101,2122,21,21,1,1,"2100-2159",0,null,0,394,409,380,1,2704,11,0,0,21,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",48757,"2015-02-04T22:27:00.000+0000","2015020420","2015-02-04T20:27:00.000+0000","2015020419","2015020418","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-02-04T14:54:00","FM-15","7","0.0",null,"2015-02-04T19:54:00.000+0000","2015020419",24,35,31,30.06,200,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-02-04T11:56:00","FM-15","7","0.0","BR:1 ||","2015-02-04T19:56:00.000+0000",57,60,58,30.04,10,5,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,28,4,"2015-05-28","F9",20436,"F9","N912FR",130,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1125,1122,-3,0,0,-1,"1100-1159",15,1137,1407,17,1416,1424,8,8,0,0,"1400-1459",0,null,0,111,122,90,1,641,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",48878,"2015-05-28T17:25:00.000+0000","2015052815","2015-05-28T15:25:00.000+0000","2015052814","2015052813","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-05-28T07:53:00","FM-15","7","0.0",null,"2015-05-28T14:53:00.000+0000","2015052814",54,62,57,24.62,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-05-28T08:53:00","FM-15","7","0.0",null,"2015-05-28T14:53:00.000+0000",69,75,71,29.45,190,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,8,5,"2015-05-08","AS",19930,"AS","N762AS",42,10551,1055102,30113,"BET","Bethel, AK","AK",2,"Alaska",1,10299,1029904,30299,"ANC","Anchorage, AK","AK",2,"Alaska",1,825,825,0,0,0,0,"0800-0859",6,831,930,3,931,933,2,2,0,0,"0900-0959",0,null,0,66,68,59,1,399,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"PABE","BET","Bethel Airport","Bethel","Alaska","US",126,60.77980042,-161.8379974,"America/Anchorage",50905,"2015-05-08T16:25:00.000+0000","2015050814","2015-05-08T14:25:00.000+0000","2015050813","2015050812","70219026615","BETHEL AIRPORT, AK US","31.1","60.785","-161.8293","2015-05-08T04:53:00","FM-15","7","0.0","FZ:8 FG:2 |FG |","2015-05-08T13:53:00.000+0000","2015050813",32,32,32,29.58,290,8,0.5,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"PANC","ANC","Ted Stevens Anchorage International Airport","Anchorage","Alaska","US",152,61.1744003296,-149.9960021973,"America/Anchorage","70273026451","ANCHORAGE TED STEVENS INTERNATIONAL AIRPORT, AK US","36.6","61.169","-150.0278","2015-05-08T05:00:00","FM-16","7","0.0","-RA:02 |RA |","2015-05-08T14:00:00.000+0000",39,45,42,29.58,240,8,8,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,10,3,"2018-01-10","YX",20452,"YX","N729YX",3678,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,720,716,-4,0,0,-1,"0700-0759",21,737,1001,5,1037,1006,-31,0,0,-2,"1000-1059",0,null,0,257,230,204,1,1372,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",51763,"2018-01-10T12:20:00.000+0000","2018011010","2018-01-10T10:20:00.000+0000","2018011009","2018011008","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2018-01-10T04:51:00","FM-15","7","0.0",null,"2018-01-10T09:51:00.000+0000","2018011009",18,27,24,30.42,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2018-01-10T03:53:00","FM-15","7","0.0","BR:1 ||","2018-01-10T09:53:00.000+0000",45,47,46,29.3,150,15,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,26,7,"2018-08-26","OO",20304,"OO","N179SY",3408,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,11638,1163807,31638,"FAT","Fresno, CA","CA",6,"California",91,854,848,-6,0,0,-1,"0800-0859",14,902,950,3,1005,953,-12,0,0,-1,"1000-1059",0,null,0,71,65,48,1,314,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",53526,"2018-08-26T15:54:00.000+0000","2018082613","2018-08-26T13:54:00.000+0000","2018082612","2018082611","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2018-08-26T05:51:00","FM-15","7","0.0",null,"2018-08-26T13:51:00.000+0000","2018082613",62,72,66,29.96,330,5,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.5","36.78","-119.7194","2018-08-26T05:53:00","FM-15","7","0.0","HZ:7 FU:3 |HZ FU |FU HZ","2018-08-26T13:53:00.000+0000",54,65,59,29.58,0,0,5,"HZ:7 FU:3 ","HZ FU ","FU HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,30,4,"2018-08-30","OO",20304,"OO","N789SK",5500,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10372,1037205,30372,"ASE","Aspen, CO","CO",8,"Colorado",82,1535,1532,-3,0,0,-1,"1500-1559",16,1548,1630,4,1629,1634,5,5,0,0,"1600-1659",0,null,0,54,62,42,1,125,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",53753,"2018-08-30T21:35:00.000+0000","2018083019","2018-08-30T19:35:00.000+0000","2018083018","2018083017","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-08-30T11:53:00","FM-15","7","0.0",null,"2018-08-30T18:53:00.000+0000","2018083018",30,89,57,24.63,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2353.1","39.23","-106.87056","2018-08-30T11:53:00","FM-15","7","0.0",null,"2018-08-30T18:53:00.000+0000",26,78,51,22.73,null,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,12,4,"2018-04-12","WN",19393,"WN","N8615E",5809,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1330,1330,0,0,0,0,"1300-1359",17,1347,1611,13,1615,1624,9,9,0,0,"1600-1659",0,null,0,345,354,324,1,2329,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",53849,"2018-04-12T17:30:00.000+0000","2018041215","2018-04-12T15:30:00.000+0000","2018041214","2018041213","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2018-04-12T09:54:00","FM-15","7","0.0",null,"2018-04-12T14:54:00.000+0000","2018041214",38,61,50,29.95,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-04-12T06:53:00","FM-15","7","0.0",null,"2018-04-12T14:53:00.000+0000",43,59,51,29.67,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,26,4,"2018-04-26","YV",20378,"YV","N918FJ",5862,13476,1347605,34922,"MRY","Monterey, CA","CA",6,"California",91,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1610,1622,12,12,0,0,"1600-1659",8,1630,1801,11,1757,1812,15,15,1,1,"1700-1759",0,null,0,107,110,91,1,598,3,12,0,3,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMRY","MRY","Monterey Peninsula Airport","Monterey","California","US",257,36.5870018005,-121.8430023193,"America/Los_Angeles",53887,"2018-04-26T23:10:00.000+0000","2018042621","2018-04-26T21:10:00.000+0000","2018042620","2018042619","72491523259","MONTEREY PENINSUL AIRPORT, CA US","50.3","36.5881","-121.8453","2018-04-26T12:54:00","FM-15","7","0.0",null,"2018-04-26T20:54:00.000+0000","2018042620",46,59,52,29.79,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-04-26T13:51:00","FM-15","7","0.0",null,"2018-04-26T20:51:00.000+0000",28,93,59,28.65,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,5,4,"2019-09-05","WN",19393,"WN","N716SW",260,14570,1457002,34570,"RNO","Reno, NV","NV",32,"Nevada",85,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,1115,1128,13,13,0,0,"1100-1159",6,1134,1248,3,1255,1251,-4,0,0,-1,"1200-1259",0,null,0,100,83,74,1,488,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",54171,"2019-09-05T18:15:00.000+0000","2019090516","2019-09-05T16:15:00.000+0000","2019090515","2019090514","72488023185","RENO AIRPORT, NV US","1344.2","39.4838","-119.7711","2019-09-05T07:55:00","FM-15","7","0.0",null,"2019-09-05T15:55:00.000+0000","2019090515",53,70,60,25.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2019-09-05T07:51:00","FM-15","7","0.0",null,"2019-09-05T15:51:00.000+0000",72,79,74,29.92,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,15,7,"2019-09-15","YV",20378,"YV","N506MJ",6169,10792,1079206,30792,"BUF","Buffalo, NY","NY",36,"New York",22,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,1030,1025,-5,0,0,-1,"1000-1059",11,1036,1128,4,1145,1132,-13,0,0,-1,"1100-1159",0,null,0,75,67,52,1,283,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York",54200,"2019-09-15T14:30:00.000+0000","2019091512","2019-09-15T12:30:00.000+0000","2019091511","2019091510","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","218.2","42.93997","-78.73615","2019-09-15T06:54:00","FM-15","7","0.0",null,"2019-09-15T11:54:00.000+0000","2019091511",56,59,57,29.41,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2019-09-15T07:00:00","FM-16","7","0.0",null,"2019-09-15T12:00:00.000+0000",66,70,67,29.84,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,28,6,"2017-10-28","WN",19393,"WN","N282WN",2936,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,13931,1393102,33667,"ORF","Norfolk, VA","VA",51,"Virginia",38,1205,1218,13,13,0,0,"1200-1259",8,1226,1346,4,1355,1350,-5,0,0,-1,"1300-1359",0,null,0,110,92,80,1,655,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",54612,"2017-10-28T16:05:00.000+0000","2017102814","2017-10-28T14:05:00.000+0000","2017102813","2017102812","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2017-10-28T08:53:00","FM-15","7","0.0",null,"2017-10-28T13:53:00.000+0000","2017102813",61,74,66,29.84,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","9.1","36.9033","-76.1922","2017-10-28T08:51:00","FM-15","7","0.0",null,"2017-10-28T13:51:00.000+0000",51,63,56,30.02,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,9,1,"2017-10-09","NK",20416,"NK","N632NK",851,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,13577,1357702,31135,"MYR","Myrtle Beach, SC","SC",45,"South Carolina",37,1228,1223,-5,0,0,-1,"1200-1259",15,1238,1409,27,1422,1436,14,14,0,0,"1400-1459",0,null,0,114,133,91,1,636,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",54974,"2017-10-09T16:28:00.000+0000","2017100914","2017-10-09T14:28:00.000+0000","2017100913","2017100912","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2017-10-09T08:53:00","FM-15","7","0.0",null,"2017-10-09T13:53:00.000+0000","2017100913",58,68,62,29.16,350,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMYR","MYR","Myrtle Beach International Airport","Myrtle Beach","South Carolina","US",25,33.6796989441,-78.9282989502,"America/New_York","74791013717","MYRTLE BEACH AFB, SC US","7.6","33.68333","-78.93333","2017-10-09T08:56:00","FM-15","7","0.01",null,"2017-10-09T13:56:00.000+0000",77,79,78,30.02,180,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,21,4,"2017-09-21","WN",19393,"WN","N448WN",5518,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1040,1044,4,4,0,0,"1000-1059",20,1104,1252,4,1335,1256,-39,0,0,-2,"1300-1359",0,null,0,235,192,168,1,1381,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",55629,"2017-09-21T14:40:00.000+0000","2017092112","2017-09-21T12:40:00.000+0000","2017092111","2017092110","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2017-09-21T06:51:00","FM-15","7","0.0",null,"2017-09-21T11:51:00.000+0000","2017092111",65,72,68,29.95,340,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-09-21T05:53:00","FM-15","7","0.0",null,"2017-09-21T11:53:00.000+0000",72,80,75,29.41,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,9,6,"2017-12-09","DL",19790,"DL","N3739P",1748,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,11193,1119302,33105,"CVG","Cincinnati, OH","KY",21,"Kentucky",52,2320,2308,-12,0,0,-1,"2300-2359",9,2317,538,5,551,543,-8,0,0,-1,"0001-0559",0,null,0,211,215,201,1,1678,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",56047,"2017-12-10T07:20:00.000+0000","2017121005","2017-12-10T05:20:00.000+0000","2017121004","2017121003","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2017-12-09T20:56:00","FM-15","7","0.0",null,"2017-12-10T04:56:00.000+0000","2017121004",11,49,35,28.07,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2017-12-09T23:52:00","FM-15","7","0.0",null,"2017-12-10T04:52:00.000+0000",22,29,27,29.1,290,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,2,6,"2017-12-02","WN",19393,"WN","N253WN",2663,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,1855,1852,-3,0,0,-1,"1800-1859",6,1858,1933,6,1955,1939,-16,0,0,-2,"1900-1959",0,null,0,120,107,95,1,616,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",56207,"2017-12-02T23:55:00.000+0000","2017120221","2017-12-02T21:55:00.000+0000","2017120220","2017120219","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2017-12-02T16:53:00","FM-15","7","0.0",null,"2017-12-02T21:53:00.000+0000","2017120221",62,77,68,29.98,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2017-12-02T15:53:00","FM-15","7","0.0",null,"2017-12-02T21:53:00.000+0000",34,65,50,29.47,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,19,2,"2017-12-19","WN",19393,"WN","N789SW",1797,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,12278,1227805,30928,"ICT","Wichita, KS","KS",20,"Kansas",62,1015,1036,21,21,1,1,"1000-1059",7,1043,1152,4,1140,1156,16,16,1,1,"1100-1159",0,null,0,85,80,69,1,392,2,16,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",56237,"2017-12-19T16:15:00.000+0000","2017121914","2017-12-19T14:15:00.000+0000","2017121913","2017121912","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2017-12-19T07:57:00","FM-16","7","0.0",null,"2017-12-19T13:57:00.000+0000","2017121913",38,41,40,29.28,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","402.6","37.6475","-97.43","2017-12-19T07:53:00","FM-15","7","0.0","BR:1 ||","2017-12-19T13:53:00.000+0000",46,47,47,28.6,210,6,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,22,5,"2017-12-22","AS",19930,"AS","N462AS",714,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1640,1635,-5,0,0,-1,"1600-1659",14,1649,1906,5,1931,1911,-20,0,0,-2,"1900-1959",0,null,0,111,96,77,1,630,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",56291,"2017-12-23T00:40:00.000+0000","2017122222","2017-12-22T22:40:00.000+0000","2017122221","2017122220","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2017-12-22T13:53:00","FM-15","7","0.0","-RA:02 |RA |","2017-12-22T21:53:00.000+0000","2017122221",36,39,38,30.13,150,5,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-12-22T14:54:00","FM-15","7","0.0",null,"2017-12-22T21:54:00.000+0000",16,37,29,25.85,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,26,2,"2017-12-26","OO",20304,"OO","N728SK",3052,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,13502,1350202,33502,"MTJ","Montrose/Delta, CO","CO",8,"Colorado",82,1627,1617,-10,0,0,-1,"1600-1659",18,1635,1732,47,1754,1819,25,25,1,1,"1700-1759",0,null,0,87,122,57,1,419,2,0,0,25,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",56353,"2017-12-26T23:27:00.000+0000","2017122621","2017-12-26T21:27:00.000+0000","2017122620","2017122619","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2017-12-26T13:51:00","FM-15","7","0.0",null,"2017-12-26T20:51:00.000+0000","2017122620",20,67,47,28.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMTJ","MTJ","Montrose Regional Airport","Montrose","Colorado","US",5759,38.5097999573,-107.893997192,"America/Denver","72476593013","MONTROSE REGIONAL AIRPORT, CO US","1743.5","38.50583","-107.89889","2017-12-26T13:53:00","FM-15","7","0.0",null,"2017-12-26T20:53:00.000+0000",20,47,36,24.36,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,30,1,"2017-01-30","WN",19393,"WN","N385SW",390,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1715,1715,0,0,0,0,"1700-1759",13,1728,1822,7,1830,1829,-1,0,0,-1,"1800-1859",0,null,0,135,134,114,1,775,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",56444,"2017-01-30T23:15:00.000+0000","2017013021","2017-01-30T21:15:00.000+0000","2017013020","2017013019","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2017-01-30T14:53:00","FM-15","7","0.0",null,"2017-01-30T20:53:00.000+0000","2017013020",23,79,53,29.59,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-01-30T13:53:00","FM-15","7","0.0",null,"2017-01-30T20:53:00.000+0000",12,61,41,24.6,280,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,8,3,"2017-03-08","DL",19790,"DL","N900DE",2537,14986,1498603,34986,"SRQ","Sarasota/Bradenton, FL","FL",12,"Florida",33,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1912,1908,-4,0,0,-1,"1900-1959",27,1935,2044,5,2055,2049,-6,0,0,-1,"2000-2059",0,null,0,103,101,69,1,444,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSRQ","SRQ","Sarasota Bradenton International Airport","Sarasota/Bradenton","Florida","US",30,27.3953990936,-82.554397583,"America/New_York",57261,"2017-03-09T00:12:00.000+0000","2017030822","2017-03-08T22:12:00.000+0000","2017030821","2017030820","72211512871","SARASOTA BRADENTON AIRPORT, FL US","8.5","27.40139","-82.55861","2017-03-08T16:53:00","FM-15","7","0.0",null,"2017-03-08T21:53:00.000+0000","2017030821",63,75,67,30.18,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-03-08T16:52:00","FM-15","7","0.0",null,"2017-03-08T21:52:00.000+0000",20,68,47,29.16,350,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,28,2,"2017-03-28","DL",19790,"DL","N944DL",1685,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13931,1393102,33667,"ORF","Norfolk, VA","VA",51,"Virginia",38,1732,1737,5,5,0,0,"1700-1759",16,1753,1909,3,1906,1912,6,6,0,0,"1900-1959",0,null,0,94,95,76,1,516,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",57537,"2017-03-28T21:32:00.000+0000","2017032819","2017-03-28T19:32:00.000+0000","2017032818","2017032817","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-03-28T13:52:00","FM-15","7","0.0",null,"2017-03-28T18:52:00.000+0000","2017032818",59,78,66,28.87,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","9.1","36.9033","-76.1922","2017-03-28T13:51:00","FM-15","7","0.0",null,"2017-03-28T18:51:00.000+0000",58,77,65,29.82,220,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,21,2,"2015-07-21","DL",19790,"DL","N6708D",1083,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,2305,2304,-1,0,0,-1,"2300-2359",16,2320,15,3,26,18,-8,0,0,-1,"0001-0559",0,null,0,81,74,55,1,356,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",58350,"2015-07-22T03:05:00.000+0000","2015072201","2015-07-22T01:05:00.000+0000","2015072200","2015072123","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-07-21T19:52:00","FM-15","7","0.09","|TS |","2015-07-22T00:52:00.000+0000","2015072200",71,77,73,28.8,200,7,10,"","TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2015-07-21T19:51:00","FM-15","7","0.0",null,"2015-07-22T00:51:00.000+0000",73,74,73,29.27,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,7,1,"2015-09-07","AA",19805,"AA","N919US",517,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,2250,2245,-5,0,0,-1,"2200-2259",18,2303,2350,4,2355,2354,-1,0,0,-1,"2300-2359",0,null,0,65,69,47,1,304,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",60399,"2015-09-08T05:50:00.000+0000","2015090803","2015-09-08T03:50:00.000+0000","2015090802","2015090801","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-09-07T19:51:00","FM-15","7","0.0",null,"2015-09-08T02:51:00.000+0000","2015090802",61,94,72,28.62,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-09-07T18:51:00","FM-15","7","0.0",null,"2015-09-08T02:51:00.000+0000",62,77,68,29.81,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,12,6,"2015-09-12","OO",20304,"OO","N148SY",6451,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,2230,2229,-1,0,0,-1,"2200-2259",17,2246,2340,3,2349,2343,-6,0,0,-1,"2300-2359",0,null,0,79,74,54,1,337,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",60478,"2015-09-13T05:30:00.000+0000","2015091303","2015-09-13T03:30:00.000+0000","2015091302","2015091301","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-09-12T18:53:00","FM-15","7","0.0",null,"2015-09-13T02:53:00.000+0000","2015091302",67,77,70,29.51,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-09-12T18:56:00","FM-15","7","0.0",null,"2015-09-13T02:56:00.000+0000",54,68,60,29.86,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,4,2,"2018-12-04","OO",20304,"OO","N440SW",7408,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,14150,1415002,34150,"PLN","Pellston, MI","MI",26,"Michigan",43,2015,2008,-7,0,0,-1,"2000-2059",39,2047,2127,7,2159,2134,-25,0,0,-2,"2100-2159",0,null,0,104,86,40,1,243,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",61723,"2018-12-05T01:15:00.000+0000","2018120423","2018-12-04T23:15:00.000+0000","2018120422","2018120421","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2018-12-04T17:53:00","FM-15","7","0.0",null,"2018-12-04T22:53:00.000+0000","2018120422",18,28,25,29.41,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPLN","PLN","Pellston Regional Airport of Emmet County Airport","Pellston","Michigan","US",721,45.57089996,-84.79669952,"America/Detroit","72734714841","PELLSTON REGIONAL AIRPORT, MI US","214.9","45.5644","-84.7927","2018-12-04T18:11:00","FM-16","7","0.0",null,"2018-12-04T23:11:00.000+0000",23,29,27,29.3,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,6,5,"2018-07-06","DL",19790,"DL","N301NB",1671,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1455,1448,-7,0,0,-1,"1400-1459",12,1500,1608,2,1637,1610,-27,0,0,-2,"1600-1659",0,null,0,162,142,128,1,931,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",64814,"2018-07-06T18:55:00.000+0000","2018070616","2018-07-06T16:55:00.000+0000","2018070615","2018070614","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2018-07-06T11:52:00","FM-15","7","0.0",null,"2018-07-06T16:52:00.000+0000","2018070616",71,84,75,30.05,340,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2018-07-06T10:53:00","FM-15","7","0.0",null,"2018-07-06T16:53:00.000+0000",54,77,63,29.55,120,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,13,2,"2018-03-13","DL",19790,"DL","N321US",840,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,14027,1402702,34027,"PBI","West Palm Beach/Palm Beach, FL","FL",12,"Florida",33,1842,1837,-5,0,0,-1,"1800-1859",18,1855,2120,3,2206,2123,-43,0,0,-2,"2200-2259",0,null,0,204,166,145,1,1035,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",65138,"2018-03-13T22:42:00.000+0000","2018031320","2018-03-13T20:42:00.000+0000","2018031319","2018031318","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2018-03-13T14:51:00","FM-15","7","0.0",null,"2018-03-13T19:51:00.000+0000","2018031319",27,41,35,29.61,300,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2018-03-13T14:53:00","FM-15","7","0.0",null,"2018-03-13T19:53:00.000+0000",49,68,58,30,50,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,13,6,"2016-08-13","WN",19393,"WN","N8601C",3789,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1355,1356,1,1,0,0,"1300-1359",9,1405,1547,9,1605,1556,-9,0,0,-1,"1600-1659",0,null,0,130,120,102,1,763,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",65904,"2016-08-13T20:55:00.000+0000","2016081318","2016-08-13T18:55:00.000+0000","2016081317","2016081316","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2016-08-13T10:53:00","FM-15","7","0.0",null,"2016-08-13T18:53:00.000+0000","2016081318",60,82,68,29.87,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2016-08-13T09:56:00","FM-15","7","0.0",null,"2016-08-13T17:56:00.000+0000",31,99,62,27.65,50,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,21,3,"2018-03-21","EV",20366,"EV","N25134",3970,10581,1058102,30581,"BGR","Bangor, ME","ME",23,"Maine",12,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,600,null,null,null,null,null,"0600-0659",null,null,null,null,750,null,null,null,null,null,"0700-0759",1,"B",0,110,null,null,1,393,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBGR","BGR","Bangor International Airport","Bangor","Maine","US",192,44.8073997498,-68.8281021118,"America/New_York",66197,"2018-03-21T10:00:00.000+0000","2018032108","2018-03-21T08:00:00.000+0000","2018032107","2018032106","72607014606","BANGOR INTERNATIONAL AIRPORT, ME US","45.1","44.7978","-68.8185","2018-03-21T02:53:00","FM-15","7","0.0",null,"2018-03-21T07:53:00.000+0000","2018032107",9,18,16,29.73,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2018-03-21T02:51:00","FM-15","7","0.0","-SN:03 |SN |","2018-03-21T07:51:00.000+0000",14,39,31,29.7,40,20,10,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[2,5,15,1,"2017-05-15","WN",19393,"WN","N627SW",3,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,730,729,-1,0,0,-1,"0700-0759",10,739,821,6,835,827,-8,0,0,-1,"0800-0859",0,null,0,65,58,42,1,239,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",67445,"2017-05-15T12:30:00.000+0000","2017051510","2017-05-15T10:30:00.000+0000","2017051509","2017051508","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-05-15T03:53:00","FM-15","7","0.0",null,"2017-05-15T09:53:00.000+0000","2017051509",62,71,65,29.36,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2017-05-15T03:53:00","FM-15","7","0.0",null,"2017-05-15T09:53:00.000+0000",61,63,62,29.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,2,5,"2018-11-02","DL",19790,"DL","N965DL",1163,10874,1087402,30647,"CAK","Akron, OH","OH",39,"Ohio",44,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,558,-2,0,0,-1,"0600-0659",11,609,736,6,740,742,2,2,0,0,"0700-0759",0,null,0,100,104,87,1,528,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCAK","CAK","Akron Canton Regional Airport","Akron","Ohio","US",1228,40.9160995483,-81.442199707,"America/New_York",69029,"2018-11-02T10:00:00.000+0000","2018110208","2018-11-02T08:00:00.000+0000","2018110207","2018110206","72521014895","AKRON CANTON AIRPORT, OH US","369.7","40.9181","-81.4435","2018-11-02T02:51:00","FM-15","7","0.0",null,"2018-11-02T07:51:00.000+0000","2018110207",48,53,50,28.24,230,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-11-02T02:52:00","FM-15","7","0.0",null,"2018-11-02T07:52:00.000+0000",60,63,61,28.72,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,29,3,"2017-03-29","WN",19393,"WN","N8673F",1443,13796,1379604,32457,"OAK","Oakland, CA","CA",6,"California",91,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1450,1455,5,5,0,0,"1400-1459",10,1505,2050,5,2055,2055,0,0,0,0,"2000-2059",0,null,0,245,240,225,1,1844,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",69519,"2017-03-29T21:50:00.000+0000","2017032919","2017-03-29T19:50:00.000+0000","2017032918","2017032917","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2017-03-29T10:53:00","FM-15","7","0.0",null,"2017-03-29T18:53:00.000+0000","2017032918",51,65,57,30.09,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2017-03-29T12:53:00","FM-15","7","0.0",null,"2017-03-29T18:53:00.000+0000",36,47,42,29.53,50,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,1,2,"2019-01-01","WN",19393,"WN","N278WN",1549,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1015,1014,-1,0,0,-1,"1000-1059",10,1024,1139,4,1145,1143,-2,0,0,-1,"1100-1159",0,null,0,150,149,135,1,872,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",71183,"2019-01-01T16:15:00.000+0000","2019010114","2019-01-01T14:15:00.000+0000","2019010113","2019010112","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2019-01-01T07:53:00","FM-15","7","0.0",null,"2019-01-01T13:53:00.000+0000","2019010113",36,41,39,29.67,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2019-01-01T06:51:00","FM-15","7","0.0",null,"2019-01-01T13:51:00.000+0000",39,39,39,28.83,220,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,11,4,"2019-04-11","WN",19393,"WN","N445WN",1670,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1100,1118,18,18,1,1,"1100-1159",12,1130,1156,4,1200,1200,0,0,0,0,"1200-1259",0,null,0,120,102,86,1,628,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",71874,"2019-04-11T17:00:00.000+0000","2019041115","2019-04-11T15:00:00.000+0000","2019041114","2019041113","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-04-11T07:53:00","FM-15","7","0.0",null,"2019-04-11T14:53:00.000+0000","2019041114",18,24,22,24.31,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2019-04-11T06:56:00","FM-15","7","0.0",null,"2019-04-11T14:56:00.000+0000",19,61,43,27.73,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,7,4,"2018-06-07","WN",19393,"WN","N7847A",976,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,14570,1457002,34570,"RNO","Reno, NV","NV",32,"Nevada",85,935,936,1,1,0,0,"0900-0959",9,945,1037,2,1050,1039,-11,0,0,-1,"1000-1059",0,null,0,135,123,112,1,804,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",72726,"2018-06-07T15:35:00.000+0000","2018060713","2018-06-07T13:35:00.000+0000","2018060712","2018060711","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-06-07T05:53:00","FM-15","7","0.0",null,"2018-06-07T12:53:00.000+0000","2018060712",48,64,55,24.62,190,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles","72488023185","RENO AIRPORT, NV US","1344.2","39.4838","-119.7711","2018-06-07T04:55:00","FM-15","7","0.0",null,"2018-06-07T12:55:00.000+0000",36,54,45,25.51,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,10,4,"2018-05-10","WN",19393,"WN","N422WN",185,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,13851,1385103,33851,"OKC","Oklahoma City, OK","OK",40,"Oklahoma",73,1705,1707,2,2,0,0,"1700-1759",12,1719,1931,2,1935,1933,-2,0,0,-1,"1900-1959",0,null,0,90,86,72,1,495,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",74371,"2018-05-10T23:05:00.000+0000","2018051021","2018-05-10T21:05:00.000+0000","2018051020","2018051019","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-05-10T13:53:00","FM-15","7","0.0",null,"2018-05-10T20:53:00.000+0000","2018051020",32,88,57,24.37,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2018-05-10T14:52:00","FM-15","7","0.0",null,"2018-05-10T20:52:00.000+0000",59,83,68,28.47,170,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,17,6,"2015-01-17","WN",19393,"WN","N210WN",4424,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,810,805,-5,0,0,-1,"0800-0859",9,814,849,4,910,853,-17,0,0,-2,"0900-0959",0,null,0,60,48,35,1,237,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",75404,"2015-01-17T14:10:00.000+0000","2015011712","2015-01-17T12:10:00.000+0000","2015011711","2015011710","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-01-17T05:53:00","FM-15","7","0.0",null,"2015-01-17T11:53:00.000+0000","2015011711",30,41,36,28.66,200,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-01-17T05:51:00","FM-15","7","0.0",null,"2015-01-17T11:51:00.000+0000",28,37,33,29.15,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,23,6,"2016-04-23","AA",19805,"AA","N752US",1972,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,1505,1502,-3,0,0,-1,"1500-1559",18,1520,1641,7,1655,1648,-7,0,0,-1,"1600-1659",0,null,0,110,106,81,1,529,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",76387,"2016-04-23T19:05:00.000+0000","2016042317","2016-04-23T17:05:00.000+0000","2016042316","2016042315","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2016-04-23T11:52:00","FM-15","7","0.0",null,"2016-04-23T16:52:00.000+0000","2016042316",50,73,60,29.11,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2016-04-23T11:51:00","FM-15","7","0.0",null,"2016-04-23T16:51:00.000+0000",50,65,57,29.8,330,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,2,5,"2015-01-02","OO",20304,"OO","N8923A",4715,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,12389,1238902,32389,"ISN","Williston, ND","ND",38,"North Dakota",66,1945,1940,-5,0,0,-1,"1900-1959",22,2002,2130,5,2157,2135,-22,0,0,-2,"2100-2159",0,null,0,132,115,88,1,546,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",76627,"2015-01-03T01:45:00.000+0000","2015010223","2015-01-02T23:45:00.000+0000","2015010222","2015010221","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-02T17:33:00","FM-16","7","0.0",null,"2015-01-02T23:33:00.000+0000","2015010223",20,27,25,29.2,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KISN","ISN","Sloulin Field International Airport","Williston","North Dakota","US",1982,48.177898407,-103.641998291,"America/Chicago","72767094014","WILLISTON SLOULIN FIELD, ND US","579.7","48.1738","-103.6366","2015-01-02T16:52:00","FM-15","7","0.0",null,"2015-01-02T22:52:00.000+0000",23,36,31,27.61,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,26,7,"2015-07-26","OO",20304,"OO","N909SW",6244,10849,1084903,30849,"BZN","Bozeman, MT","MT",30,"Montana",84,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1351,1409,18,18,1,1,"1300-1359",14,1423,1536,6,1535,1542,7,7,0,0,"1500-1559",0,null,0,164,153,133,1,902,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver",78271,"2015-07-26T19:51:00.000+0000","2015072617","2015-07-26T17:51:00.000+0000","2015072616","2015072615","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1349.3","45.788","-111.1608","2015-07-26T09:56:00","FM-15","7","0.0",null,"2015-07-26T16:56:00.000+0000","2015072616",48,71,58,25.45,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-07-26T08:53:00","FM-15","7","0.0",null,"2015-07-26T16:53:00.000+0000",63,73,67,29.6,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,5,7,"2015-04-05","OO",20304,"OO","N917SW",6454,14570,1457002,34570,"RNO","Reno, NV","NV",32,"Nevada",85,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,1407,1410,3,3,0,0,"1400-1459",12,1422,1509,4,1519,1513,-6,0,0,-1,"1500-1559",0,null,0,72,63,47,1,192,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",78988,"2015-04-05T21:07:00.000+0000","2015040519","2015-04-05T19:07:00.000+0000","2015040518","2015040517","72488023185","RENO AIRPORT, NV US","1344.2","39.4838","-119.7711","2015-04-05T10:55:00","FM-15","7","0.0",null,"2015-04-05T18:55:00.000+0000","2015040518",21,48,37,25.32,170,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-04-05T10:56:00","FM-15","7","0.06","RA:02 BR:1 |RA |","2015-04-05T18:56:00.000+0000",52,52,52,29.92,250,11,3,"RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,20,2,"2021-04-20 00:00:00","DL",19790,"DL","N16065",1744,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,640,636,-4,0,0,-1,"0600-0659",11,647,936,20,1013,956,-17,0,0,-2,"1000-1059",0,null,0,153,140,109,1,907,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",82149,"2021-04-20T11:40:00.000+0000","2021042009","2021-04-20T09:40:00.000+0000","2021042008","2021042007","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-04-20T02:53:00","FM-15","7","0.0",null,"2021-04-20T08:53:00.000+0000","2021042008",18,33,28,29.18,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-04-20T03:52:00","FM-15","7","0.0",null,"2021-04-20T08:52:00.000+0000",43,56,49,28.91,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,10,6,"2021-04-10 00:00:00","YX",20452,"YX","N204JQ",5835,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1822,1818,-4,0,0,-1,"1800-1859",11,1829,1952,8,2009,2000,-9,0,0,-1,"2000-2059",0,null,0,107,102,83,1,453,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",82386,"2021-04-10T22:22:00.000+0000","2021041020","2021-04-10T20:22:00.000+0000","2021041019","2021041018","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-04-10T14:54:00","FM-15","7","0.0",null,"2021-04-10T19:54:00.000+0000","2021041019",58,70,63,29.85,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-04-10T14:53:00","FM-15","7","0.0",null,"2021-04-10T19:53:00.000+0000",51,73,60,28.89,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,4,6,"2021-09-04 00:00:00","UA",19977,"UA","N451UA",1934,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1400,1353,-7,0,0,-1,"1400-1459",30,1423,1645,7,1654,1652,-2,0,0,-1,"1600-1659",0,null,0,114,119,82,1,628,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",82527,"2021-09-04T21:00:00.000+0000","2021090419","2021-09-04T19:00:00.000+0000","2021090418","2021090417","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-04T10:56:00","FM-15","7","0.0",null,"2021-09-04T18:56:00.000+0000","2021090418",23,94,58,27.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-09-04T11:53:00","FM-15","7","0.0",null,"2021-09-04T18:53:00.000+0000",42,80,58,24.71,110,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,1,6,"2021-05-01 00:00:00","DL",19790,"DL","N974AT",2858,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,715,715,0,0,0,0,"0700-0759",14,729,813,8,833,821,-12,0,0,-1,"0800-0859",0,null,0,78,66,44,1,226,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",83487,"2021-05-01T11:15:00.000+0000","2021050109","2021-05-01T09:15:00.000+0000","2021050108","2021050107","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-05-01T03:52:00","FM-15","7","0.0",null,"2021-05-01T08:52:00.000+0000","2021050108",35,56,46,29.22,20,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-05-01T03:52:00","FM-15","7","0.0",null,"2021-05-01T08:52:00.000+0000",45,57,51,28.96,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,27,1,"2020-04-27 00:00:00","WN",19393,"WN",null,1626,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1415,null,null,null,null,null,"1400-1459",null,null,null,null,1525,null,null,null,null,null,"1500-1559",1,"D",0,70,null,null,1,302,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",84173,"2020-04-27T19:15:00.000+0000","2020042717","2020-04-27T17:15:00.000+0000","2020042716","2020042715","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2020-04-27T10:53:00","FM-15","7","0.0",null,"2020-04-27T16:53:00.000+0000","2020042716",61,82,69,30.08,140,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2020-04-27T10:53:00","FM-15","7","0.0",null,"2020-04-27T16:53:00.000+0000",54,76,63,30.22,100,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,11,6,"2020-04-11 00:00:00","WN",19393,"WN",null,2323,12391,1239103,31703,"ISP","Islip, NY","NY",36,"New York",22,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,600,null,null,null,null,null,"0600-0659",null,null,null,null,720,null,null,null,null,null,"0700-0759",1,"D",0,80,null,null,1,220,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KISP","ISP","Long Island Mac Arthur Airport","Islip","New York","US",99,40.79520035,-73.10019684,"America/New_York",84186,"2020-04-11T10:00:00.000+0000","2020041108","2020-04-11T08:00:00.000+0000","2020041107","2020041106","72505004781","ISLIP LI MACARTHUR AIRPORT, NY US","25.6","40.79388","-73.10189","2020-04-11T02:56:00","FM-15","7","0.0",null,"2020-04-11T07:56:00.000+0000","2020041107",25,40,34,29.65,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2020-04-11T02:54:00","FM-15","7","0.0",null,"2020-04-11T07:54:00.000+0000",23,39,33,29.78,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,1,3,"2020-04-01 00:00:00","AS",19930,"AS","N557AS",1335,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1855,null,null,null,null,null,"1800-1859",null,null,null,null,2155,null,null,null,null,null,"2100-2159",1,"A",0,360,null,null,1,2343,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",85038,"2020-04-01T22:55:00.000+0000","2020040120","2020-04-01T20:55:00.000+0000","2020040119","2020040118","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2020-04-01T15:53:00","FM-15","7","0.0",null,"2020-04-01T20:53:00.000+0000","2020040120",55,83,66,29.77,310,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2020-04-01T12:53:00","FM-15","7","0.0",null,"2020-04-01T20:53:00.000+0000",53,67,59,29.51,240,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,30,4,"2020-04-30 00:00:00","WN",19393,"WN",null,1346,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1600,null,null,null,null,null,"1600-1659",null,null,null,null,1835,null,null,null,null,null,"1800-1859",1,"D",0,275,null,null,1,1750,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",85166,"2020-04-30T21:00:00.000+0000","2020043019","2020-04-30T19:00:00.000+0000","2020043018","2020043017","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2020-04-30T12:53:00","FM-15","7","0.0",null,"2020-04-30T18:53:00.000+0000","2020043018",42,48,45,29.14,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2020-04-30T10:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2020-04-30T18:53:00.000+0000",58,66,61,29.6,260,7,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,5,2,"2019-03-05","EV",20366,"EV","N13913",4192,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,10747,1074706,30747,"BRO","Brownsville, TX","TX",48,"Texas",74,1005,958,-7,0,0,-1,"1000-1059",47,1045,1140,4,1128,1144,16,16,1,1,"1100-1159",0,null,0,83,106,55,1,308,2,0,0,16,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",85743,"2019-03-05T16:05:00.000+0000","2019030514","2019-03-05T14:05:00.000+0000","2019030513","2019030512","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2019-03-05T07:53:00","FM-15","7","0.0",null,"2019-03-05T13:53:00.000+0000","2019030513",17,32,27,30.35,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBRO","BRO","Brownsville South Padre Island International Airport","Brownsville","Texas","US",22,25.9067993164,-97.4259033203,"America/Chicago","72250012919","BROWNSVILLE S PADRE ISLAND INTERNATIONAL AIRPORT, TX US","7.3","25.9141","-97.423","2019-03-05T07:53:00","FM-15","7","0.0",null,"2019-03-05T13:53:00.000+0000",30,40,36,30.42,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,24,3,"2019-07-24","WN",19393,"WN","N710SW",2372,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1730,1910,100,100,1,6,"1700-1759",13,1923,2022,9,1855,2031,96,96,1,6,"1800-1859",0,null,0,85,81,59,1,370,2,6,0,0,0,90,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",91531,"2019-07-25T00:30:00.000+0000","2019072422","2019-07-24T22:30:00.000+0000","2019072421","2019072420","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2019-07-24T13:53:00","FM-15","7","0.0",null,"2019-07-24T21:53:00.000+0000","2019072421",64,78,69,29.56,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2019-07-24T14:51:00","FM-15","7","0.0",null,"2019-07-24T21:51:00.000+0000",66,101,76,28.7,260,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,16,6,"2019-03-16","YV",20378,"YV","N521LR",6020,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,11996,1199603,31871,"GSP","Greer, SC","SC",45,"South Carolina",37,1245,1241,-4,0,0,-1,"1200-1259",27,1308,1419,3,1415,1422,7,7,0,0,"1400-1459",0,null,0,90,101,71,1,384,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",91709,"2019-03-16T16:45:00.000+0000","2019031614","2019-03-16T14:45:00.000+0000","2019031613","2019031612","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2019-03-16T08:52:00","FM-15","7","0.0",null,"2019-03-16T13:52:00.000+0000","2019031613",19,44,35,29.8,290,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGSP","GSP","Greenville Spartanburg International Airport","Greenville","South Carolina","US",964,34.8956985474,-82.2189025879,"America/New_York","72312003870","GRNVL SPART INTERNATIONAL AIRPORT, SC US","291.1","34.90611","-82.21255","2019-03-16T08:53:00","FM-15","7","0.0",null,"2019-03-16T13:53:00.000+0000",23,45,36,29.21,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,15,1,"2019-04-15","G4",20368,"G4","247NV",1561,10408,1040805,30408,"ATW","Appleton, WI","WI",55,"Wisconsin",45,14082,1408202,34082,"PGD","Punta Gorda, FL","FL",12,"Florida",33,925,916,-9,0,0,-1,"0900-0959",10,926,1258,9,1329,1307,-22,0,0,-2,"1300-1359",0,null,0,184,171,152,1,1250,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",92125,"2019-04-15T14:25:00.000+0000","2019041512","2019-04-15T12:25:00.000+0000","2019041511","2019041510","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2019-04-15T05:45:00","FM-15","7","0.0",null,"2019-04-15T11:45:00.000+0000","2019041511",12,27,23,28.92,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPGD","PGD","x","x","x","x",0,0,0,"America/New_York","72203412812","PUNTA GORDA CHARLOTTE CO AIRPORT, FL US","7.6","26.91722","-81.99139","2019-04-15T06:53:00","FM-15","7","0.0",null,"2019-04-15T11:53:00.000+0000",64,69,66,29.98,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,14,1,"2019-10-14","WN",19393,"WN","N7834A",445,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,14730,1473004,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,1955,2015,20,20,1,1,"1900-1959",10,2025,2211,5,2205,2216,11,11,0,0,"2200-2259",0,null,0,70,61,46,1,271,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",92734,"2019-10-15T00:55:00.000+0000","2019101422","2019-10-14T22:55:00.000+0000","2019101421","2019101420","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2019-10-14T16:53:00","FM-15","7","0.0",null,"2019-10-14T22:53:00.000+0000","2019101422",32,52,43,29.4,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2019-10-14T16:56:00","FM-15","7","0.0",null,"2019-10-14T21:56:00.000+0000",32,71,52,29.54,270,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,13,3,"2016-07-13","EV",20366,"EV","N16987",4302,11042,1104203,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1735,1843,68,68,1,4,"1700-1759",19,1902,2010,4,1859,2014,75,75,1,5,"1800-1859",0,null,0,84,91,68,1,310,2,0,0,7,0,68,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",93106,"2016-07-13T21:35:00.000+0000","2016071319","2016-07-13T19:35:00.000+0000","2016071318","2016071317","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2016-07-13T13:51:00","FM-15","7","0.0",null,"2016-07-13T18:51:00.000+0000","2016071318",66,91,74,29.11,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2016-07-13T13:52:00","FM-15","7","0.0",null,"2016-07-13T18:52:00.000+0000",72,87,77,29.94,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,7,4,"2016-01-07","B6",20409,"B6","N306JB",1685,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,14122,1412202,30198,"PIT","Pittsburgh, PA","PA",42,"Pennsylvania",23,1730,1724,-6,0,0,-1,"1700-1759",12,1736,1901,3,1923,1904,-19,0,0,-2,"1900-1959",0,null,0,113,100,85,1,496,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",94200,"2016-01-07T22:30:00.000+0000","2016010720","2016-01-07T20:30:00.000+0000","2016010719","2016010718","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2016-01-07T14:54:00","FM-15","7","0.0",null,"2016-01-07T19:54:00.000+0000","2016010719",19,38,31,30.23,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2016-01-07T14:51:00","FM-15","7","0.0",null,"2016-01-07T19:51:00.000+0000",9,46,34,28.85,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,27,2,"2016-12-27","WN",19393,"WN","N238WN",4316,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,2055,2123,28,28,1,1,"2000-2059",12,2135,2310,5,2305,2315,10,10,0,0,"2300-2359",0,null,0,130,112,95,1,762,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",94783,"2016-12-28T01:55:00.000+0000","2016122723","2016-12-27T23:55:00.000+0000","2016122722","2016122721","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-12-27T18:52:00","FM-15","7","0.0",null,"2016-12-27T23:52:00.000+0000","2016122723",62,67,64,29.05,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2016-12-27T18:51:00","FM-15","7","0.0",null,"2016-12-27T23:51:00.000+0000",34,53,44,29.82,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,15,3,"2015-04-15","OO",20304,"OO","N912SW",5447,13342,1334205,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,13930,1393003,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1232,1222,-10,0,0,-1,"1200-1259",27,1249,1314,13,1325,1327,2,2,0,0,"1300-1359",0,null,0,53,65,25,1,67,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago",96794,"2015-04-15T17:32:00.000+0000","2015041515","2015-04-15T15:32:00.000+0000","2015041514","2015041513","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.90457","2015-04-15T08:52:00","FM-15","7","0.0",null,"2015-04-15T14:52:00.000+0000","2015041514",25,50,40,29.59,90,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-04-15T08:51:00","FM-15","7","0.0",null,"2015-04-15T14:51:00.000+0000",25,56,43,29.55,90,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,10,2,"2015-02-10","AS",19930,"AS","N525AS",21,13930,1393003,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,1930,1922,-8,0,0,-1,"1900-1959",12,1934,2131,7,2207,2138,-29,0,0,-2,"2200-2259",0,null,0,277,256,237,1,1721,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",98676,"2015-02-11T01:30:00.000+0000","2015021023","2015-02-10T23:30:00.000+0000","2015021022","2015021021","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-02-10T16:51:00","FM-15","7","0.0",null,"2015-02-10T22:51:00.000+0000","2015021022",18,30,26,29.39,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-02-10T14:53:00","FM-15","7","0.0",null,"2015-02-10T22:53:00.000+0000",44,54,49,29.84,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,12,4,"2015-02-12","WN",19393,"WN","N413WN",4552,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1955,2030,35,35,1,2,"1900-1959",10,2040,2143,7,2130,2150,20,20,1,1,"2100-2159",0,null,0,95,80,63,1,395,2,20,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",99089,"2015-02-13T01:55:00.000+0000","2015021223","2015-02-12T23:55:00.000+0000","2015021222","2015021221","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-02-12T17:53:00","FM-15","7","0.0",null,"2015-02-12T23:53:00.000+0000","2015021223",9,26,21,29.75,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2015-02-12T17:53:00","FM-15","7","0.0",null,"2015-02-12T23:53:00.000+0000",-1,16,12,29.79,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,26,2,"2015-05-26","DL",19790,"DL","N316NB",2579,15412,1541202,35412,"TYS","Knoxville, TN","TN",47,"Tennessee",54,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,825,823,-2,0,0,-1,"0800-0859",15,838,917,6,939,923,-16,0,0,-2,"0900-0959",0,null,0,74,60,39,1,152,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York",99298,"2015-05-26T12:25:00.000+0000","2015052610","2015-05-26T10:25:00.000+0000","2015052609","2015052608","72326013891","KNOXVILLE AIRPORT, TN US","293.2","35.8181","-83.9858","2015-05-26T04:53:00","FM-15","7","0.0",null,"2015-05-26T09:53:00.000+0000","2015052609",63,64,63,29.12,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-05-26T04:52:00","FM-15","7","0.0",null,"2015-05-26T09:52:00.000+0000",68,71,69,29.11,150,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,7,4,"2015-05-07","US",20355,"US","N914UY",487,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,750,752,2,2,0,0,"0700-0759",21,813,958,3,958,1001,3,3,0,0,"0900-0959",0,null,0,308,309,285,1,2077,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",99437,"2015-05-07T11:50:00.000+0000","2015050709","2015-05-07T09:50:00.000+0000","2015050708","2015050707","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-05-07T03:52:00","FM-15","7","0.0",null,"2015-05-07T08:52:00.000+0000","2015050708",51,61,56,29.29,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-05-07T00:51:00","FM-15","7","0.0",null,"2015-05-07T08:51:00.000+0000",49,60,54,29.87,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,10,3,"2018-01-10","OO",20304,"OO","N109SY",5948,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11986,1198603,31986,"GRR","Grand Rapids, MI","MI",26,"Michigan",43,1730,1725,-5,0,0,-1,"1700-1759",14,1739,1911,4,1928,1915,-13,0,0,-1,"1900-1959",0,null,0,58,50,32,1,137,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",100425,"2018-01-10T23:30:00.000+0000","2018011021","2018-01-10T21:30:00.000+0000","2018011020","2018011019","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-01-10T14:51:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2018-01-10T20:51:00.000+0000","2018011020",44,46,45,29.03,180,11,2,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2018-01-10T15:53:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2018-01-10T20:53:00.000+0000",42,42,42,28.96,200,9,0.75,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,9,2,"2018-01-09","WN",19393,"WN","N488WN",773,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1330,1358,28,28,1,1,"1300-1359",8,1406,1620,7,1620,1627,7,7,0,0,"1600-1659",0,null,0,110,89,74,1,584,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",100451,"2018-01-09T19:30:00.000+0000","2018010917","2018-01-09T17:30:00.000+0000","2018010916","2018010915","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2018-01-09T11:29:00","FM-16","7","0.0","BR:1 ||","2018-01-09T17:29:00.000+0000","2018010917",28,30,29,29.6,190,7,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-01-09T11:52:00","FM-15","7","0.0",null,"2018-01-09T16:52:00.000+0000",45,57,51,29.44,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,4,3,"2018-04-04","OO",20304,"OO","N748SK",3105,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1230,1326,56,56,1,3,"1200-1259",30,1356,1338,25,1245,1403,78,78,1,5,"1200-1259",0,null,0,75,97,42,1,177,1,28,0,22,0,28,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",100462,"2018-04-04T16:30:00.000+0000","2018040414","2018-04-04T14:30:00.000+0000","2018040413","2018040412","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2018-04-04T08:54:00","FM-15","7","0.0","-SN:03 |SN |","2018-04-04T13:54:00.000+0000","2018040413",25,31,29,29.18,290,25,3,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-04-04T08:03:00","FM-16","7","0.0",null,"2018-04-04T14:03:00.000+0000",18,28,25,29.3,310,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,22,1,"2018-01-22","AA",19805,"AA","N9616G",1102,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,940,1010,30,30,1,2,"0900-0959",10,1020,1109,8,1101,1117,16,16,1,1,"1100-1159",0,null,0,81,67,49,1,258,2,16,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",100547,"2018-01-22T15:40:00.000+0000","2018012213","2018-01-22T13:40:00.000+0000","2018012212","2018012211","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2018-01-22T07:24:00","FM-16","7","0.0",null,"2018-01-22T13:24:00.000+0000","2018012213",53,54,53,28.84,170,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-01-22T06:51:00","FM-15","7","0.27","-RA:02 BR:1 |RA |","2018-01-22T12:51:00.000+0000",47,48,47,28.89,130,11,4,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,14,2,"2018-08-14","AA",19805,"AA","N793AN",1473,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,945,946,1,1,0,0,"0900-0959",24,1010,1748,15,1811,1803,-8,0,0,-1,"1800-1859",0,null,0,326,317,278,1,2342,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",101202,"2018-08-14T16:45:00.000+0000","2018081414","2018-08-14T14:45:00.000+0000","2018081413","2018081412","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-08-14T06:19:00","FM-16","7","0.0",null,"2018-08-14T14:19:00.000+0000","2018081414",64,72,67,29.56,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2018-08-14T09:35:00","FM-16","7","0.0",null,"2018-08-14T14:35:00.000+0000",77,87,80,30.06,110,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,28,7,"2018-01-28","B6",20409,"B6","N615JB",1097,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,901,851,-10,0,0,-1,"0900-0959",13,904,1151,7,1159,1158,-1,0,0,-1,"1100-1159",0,null,0,178,187,167,1,946,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",101277,"2018-01-28T14:01:00.000+0000","2018012812","2018-01-28T12:01:00.000+0000","2018012811","2018012810","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2018-01-28T06:54:00","FM-15","7","0.0",null,"2018-01-28T11:54:00.000+0000","2018012811",45,47,46,30.18,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-01-28T06:52:00","FM-15","7","0.0","FG:2 |FG |","2018-01-28T11:52:00.000+0000",53,53,53,29.11,90,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1],[4,10,25,5,"2019-10-25","YX",20452,"YX","N979RP",3657,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,13342,1334207,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,1545,1539,-6,0,0,-1,"1500-1559",24,1603,1704,5,1714,1709,-5,0,0,-1,"1700-1759",0,null,0,149,150,121,1,725,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",102677,"2019-10-25T19:45:00.000+0000","2019102517","2019-10-25T17:45:00.000+0000","2019102516","2019102515","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2019-10-25T11:51:00","FM-15","7","0.0",null,"2019-10-25T16:51:00.000+0000","2019102516",48,62,55,30.23,170,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL INTERNATIONAL AIRPORT, WI US","204.2","42.955","-87.9044","2019-10-25T10:52:00","FM-15","7","0.0",null,"2019-10-25T16:52:00.000+0000",25,46,38,29.58,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,7,2,"2017-11-07","HA",19690,"HA","N480HA",307,12758,1275803,32758,"KOA","Kona, HI","HI",15,"Hawaii",2,12173,1217304,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,2030,2031,1,1,0,0,"2000-2059",10,2041,2111,5,2116,2116,0,0,0,0,"2100-2159",0,null,0,46,45,30,1,163,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"PHKO","KOA","Kona International At Keahole Airport","Kailua/Kona","Hawaii","US",47,19.7388000488,-156.046005249,"Pacific/Honolulu",105252,"2017-11-08T06:30:00.000+0000","2017110804","2017-11-08T04:30:00.000+0000","2017110803","2017110802","91197521510","KAILUA KONA KE AHOLE AIRPORT, HI US","13.1","19.73556","-156.04889","2017-11-07T17:53:00","FM-15","7","0.0",null,"2017-11-08T03:53:00.000+0000","2017110803",68,80,72,29.89,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2017-11-07T17:53:00","FM-15","7","0.0",null,"2017-11-08T03:53:00.000+0000",67,79,71,29.96,90,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,8,3,"2017-03-08","DL",19790,"DL","N590NW",1692,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,810,824,14,14,0,0,"0800-0859",19,843,951,4,1005,955,-10,0,0,-1,"1000-1059",0,null,0,295,271,248,1,1892,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",106260,"2017-03-08T13:10:00.000+0000","2017030811","2017-03-08T11:10:00.000+0000","2017030810","2017030809","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-03-08T05:52:00","FM-15","7","0.0",null,"2017-03-08T10:52:00.000+0000","2017030810",45,52,48,29.16,330,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2017-03-08T02:51:00","FM-15","7","0.0",null,"2017-03-08T10:51:00.000+0000",44,54,49,30.07,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,15,5,"2017-12-15","OO",20304,"OO","N464SW",3124,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,12278,1227805,30928,"ICT","Wichita, KS","KS",20,"Kansas",62,2040,2037,-3,0,0,-1,"2000-2059",19,2056,2224,5,2245,2229,-16,0,0,-2,"2200-2259",0,null,0,125,112,88,1,588,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",106690,"2017-12-16T02:40:00.000+0000","2017121600","2017-12-16T00:40:00.000+0000","2017121523","2017121522","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-12-15T17:51:00","FM-15","7","0.0",null,"2017-12-15T23:51:00.000+0000","2017121523",22,33,29,29.18,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","402.6","37.6475","-97.43","2017-12-15T17:53:00","FM-15","7","0.0",null,"2017-12-15T23:53:00.000+0000",25,44,36,28.58,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,22,3,"2015-07-22","WN",19393,"WN","N499WN",291,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14831,1483103,32457,"SJC","San Jose, CA","CA",6,"California",91,1600,1607,7,7,0,0,"1600-1659",14,1621,1724,3,1720,1727,7,7,0,0,"1700-1759",0,null,0,80,80,63,1,386,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",111668,"2015-07-22T23:00:00.000+0000","2015072221","2015-07-22T21:00:00.000+0000","2015072220","2015072219","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-07-22T12:56:00","FM-15","7","0.0",null,"2015-07-22T20:56:00.000+0000","2015072220",47,99,67,27.47,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-07-22T12:53:00","FM-15","7","0.0",null,"2015-07-22T20:53:00.000+0000",57,74,64,29.81,290,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,2,5,"2018-02-02","WN",19393,"WN","N8518R",5692,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,11066,1106606,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,1300,1259,-1,0,0,-1,"1300-1359",12,1311,1932,3,1950,1935,-15,0,0,-1,"1900-1959",0,null,0,230,216,201,1,1771,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",112901,"2018-02-02T21:00:00.000+0000","2018020219","2018-02-02T19:00:00.000+0000","2018020218","2018020217","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-02-02T10:56:00","FM-15","7","0.0",null,"2018-02-02T18:56:00.000+0000","2018020218",26,66,48,27.94,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2018-02-02T13:51:00","FM-15","7","0.0",null,"2018-02-02T18:51:00.000+0000",6,18,15,29.57,290,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,10,1,"2018-09-10","HA",19690,"HA","N580HA",24,13830,1383002,33830,"OGG","Kahului, HI","HI",15,"Hawaii",2,13796,1379608,32457,"OAK","Oakland, CA","CA",6,"California",91,1045,1107,22,22,1,1,"1000-1059",12,1119,1855,6,1845,1901,16,16,1,1,"1800-1859",0,null,0,300,294,276,1,2349,10,3,0,0,0,13,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",113140,"2018-09-10T20:45:00.000+0000","2018091018","2018-09-10T18:45:00.000+0000","2018091017","2018091016","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2018-09-10T07:54:00","FM-15","7","0.0",null,"2018-09-10T17:54:00.000+0000","2018091017",74,83,77,29.9,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2018-09-10T09:53:00","FM-15","7","0.0",null,"2018-09-10T17:53:00.000+0000",56,64,59,29.83,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,3,1,"2015-08-03","UA",19977,"UA","N830UA",306,10821,1082103,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1933,1927,-6,0,0,-1,"1900-1959",9,1936,2103,5,2125,2108,-17,0,0,-2,"2100-2159",0,null,0,232,221,207,1,1491,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",114311,"2015-08-03T23:33:00.000+0000","2015080321","2015-08-03T21:33:00.000+0000","2015080320","2015080319","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-08-03T15:54:00","FM-15","7","0.0",null,"2015-08-03T20:54:00.000+0000","2015080320",57,90,69,29.65,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-08-03T13:53:00","FM-15","7","0.0",null,"2015-08-03T20:53:00.000+0000",29,86,56,24.63,150,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,29,6,"2018-09-29","DL",19790,"DL","N354DN",1164,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,2235,2235,0,0,0,0,"2200-2259",11,2246,524,7,559,531,-28,0,0,-2,"0001-0559",0,null,0,264,236,218,1,1979,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",115304,"2018-09-30T05:35:00.000+0000","2018093003","2018-09-30T03:35:00.000+0000","2018093002","2018093001","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-09-29T18:53:00","FM-15","7","0.0",null,"2018-09-30T02:53:00.000+0000","2018093002",60,66,62,29.52,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2018-09-29T21:53:00","FM-15","7","0.0",null,"2018-09-30T02:53:00.000+0000",42,57,50,29.59,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,16,1,"2018-07-16","B6",20409,"B6","N179JB",1552,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,10154,1015405,30154,"ACK","Nantucket, MA","MA",25,"Massachusetts",13,830,1002,92,92,1,6,"0800-0859",25,1027,1059,7,922,1106,104,104,1,6,"0900-0959",0,null,0,52,64,32,1,91,1,0,92,12,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",115598,"2018-07-16T12:30:00.000+0000","2018071610","2018-07-16T10:30:00.000+0000","2018071609","2018071608","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2018-07-16T05:21:00","FM-16","7","0.0","BR:1 |s |","2018-07-16T10:21:00.000+0000","2018071610",67,69,68,29.95,0,0,0.25,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KACK","ACK","Nantucket Memorial Airport","Nantucket","Massachusetts","US",47,41.25310135,-70.06020355,"America/New_York","72506014756","NANTUCKET MEMORIAL AIRPORT, MA US","13.7","41.25306","-70.06083","2018-07-16T04:53:00","FM-15","7","0.0","FG:2 |FG |","2018-07-16T09:53:00.000+0000",67,67,67,29.93,190,3,0,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1],[3,7,8,7,"2018-07-08","DL",19790,"DL","N3748Y",1157,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,930,1005,35,35,1,2,"0900-0959",11,1016,1515,5,1500,1520,20,20,1,1,"1500-1559",0,null,0,210,195,179,1,1363,6,0,0,20,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",115600,"2018-07-08T16:30:00.000+0000","2018070814","2018-07-08T14:30:00.000+0000","2018070813","2018070812","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-07-08T05:53:00","FM-15","7","0.0",null,"2018-07-08T13:53:00.000+0000","2018070813",66,78,70,29.52,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2018-07-08T07:53:00","FM-15","7","0.0",null,"2018-07-08T13:53:00.000+0000",59,74,65,29.13,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,11,2,"2018-12-11","WN",19393,"WN","N8547V",1200,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1910,1910,0,0,0,0,"1900-1959",8,1918,2057,6,2110,2103,-7,0,0,-1,"2100-2159",0,null,0,180,173,159,1,1062,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",116415,"2018-12-12T01:10:00.000+0000","2018121123","2018-12-11T23:10:00.000+0000","2018121122","2018121121","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2018-12-11T16:53:00","FM-15","7","0.0",null,"2018-12-11T22:53:00.000+0000","2018121122",15,52,38,30.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-12-11T15:53:00","FM-15","7","0.0",null,"2018-12-11T22:53:00.000+0000",-1,53,35,24.52,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,10,6,"2018-03-10","WN",19393,"WN","N944WN",2780,15376,1537603,30436,"TUS","Tucson, AZ","AZ",4,"Arizona",81,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1555,1609,14,14,0,0,"1500-1559",11,1620,2000,3,2010,2003,-7,0,0,-1,"2000-2059",0,null,0,195,174,160,1,1440,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",117849,"2018-03-10T22:55:00.000+0000","2018031020","2018-03-10T20:55:00.000+0000","2018031019","2018031018","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","776.9","32.1313","-110.9552","2018-03-10T13:53:00","FM-15","7","0.0",null,"2018-03-10T20:53:00.000+0000","2018031020",24,76,51,27.31,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2018-03-10T14:53:00","FM-15","7","0.0",null,"2018-03-10T20:53:00.000+0000",13,39,30,29.41,60,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,16,5,"2018-02-16","OO",20304,"OO","N952SW",5199,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11109,1110902,30189,"COS","Colorado Springs, CO","CO",8,"Colorado",82,1947,1943,-4,0,0,-1,"1900-1959",25,2008,2141,4,2142,2145,3,3,0,0,"2100-2159",0,null,0,175,182,153,1,911,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",118245,"2018-02-17T01:47:00.000+0000","2018021623","2018-02-16T23:47:00.000+0000","2018021622","2018021621","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-02-16T16:51:00","FM-15","7","0.0",null,"2018-02-16T22:51:00.000+0000","2018021622",9,30,24,29.52,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.0","38.81","-104.6884","2018-02-16T16:15:00","FM-16","7","0.0",null,"2018-02-16T23:15:00.000+0000",27,33,31,23.84,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,8,1,"2016-08-08","WN",19393,"WN","N7748A",2310,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,14027,1402702,34027,"PBI","West Palm Beach/Palm Beach, FL","FL",12,"Florida",33,1335,1418,43,43,1,2,"1300-1359",12,1430,1547,6,1520,1553,33,33,1,2,"1500-1559",0,null,0,105,95,77,1,545,3,33,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",118611,"2016-08-08T17:35:00.000+0000","2016080815","2016-08-08T15:35:00.000+0000","2016080814","2016080813","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-08-08T09:52:00","FM-15","7","0.0",null,"2016-08-08T14:52:00.000+0000","2016080814",74,81,76,28.87,80,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2016-08-08T09:53:00","FM-15","7","0.0",null,"2016-08-08T14:53:00.000+0000",76,85,79,29.99,160,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,2,5,"2018-03-02","OO",20304,"OO","N903SW",5227,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,13264,1326403,33264,"MFR","Medford, OR","OR",41,"Oregon",92,1125,1120,-5,0,0,-1,"1100-1159",19,1139,1327,3,1324,1330,6,6,0,0,"1300-1359",0,null,0,179,190,168,1,964,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",119352,"2018-03-02T18:25:00.000+0000","2018030216","2018-03-02T16:25:00.000+0000","2018030215","2018030214","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-03-02T08:53:00","FM-15","7","0.0",null,"2018-03-02T15:53:00.000+0000","2018030215",14,53,37,24.5,190,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.2","42.37505","-122.8771","2018-03-02T07:53:00","FM-15","7","0.0",null,"2018-03-02T15:53:00.000+0000",28,30,29,28.33,70,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,13,6,"2018-01-13","DL",19790,"DL","N923DL",1534,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,1429,1502,33,33,1,2,"1400-1459",14,1516,1617,4,1603,1621,18,18,1,1,"1600-1659",0,null,0,94,79,61,1,432,2,13,0,0,0,5,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",119761,"2018-01-13T19:29:00.000+0000","2018011317","2018-01-13T17:29:00.000+0000","2018011316","2018011315","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-01-13T11:52:00","FM-15","7","0.0",null,"2018-01-13T16:52:00.000+0000","2018011316",25,34,31,29.15,320,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2018-01-13T11:54:00","FM-15","7","0.0","-SN:03 |SN |","2018-01-13T16:54:00.000+0000",12,18,16,29.65,300,9,3,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[3,9,30,6,"2017-09-30","AA",19805,"AA","N3CYAA",2230,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,630,628,-2,0,0,-1,"0600-0659",17,645,936,5,942,941,-1,0,0,-1,"0900-0959",0,null,0,192,193,171,1,1089,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",120427,"2017-09-30T10:30:00.000+0000","2017093008","2017-09-30T08:30:00.000+0000","2017093007","2017093006","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2017-09-30T02:51:00","FM-15","7","0.0",null,"2017-09-30T07:51:00.000+0000","2017093007",50,62,55,29.98,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2017-09-30T02:53:00","FM-15","7","0.0",null,"2017-09-30T07:53:00.000+0000",77,77,77,29.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,7,7,"2017-05-07","OO",20304,"OO","N969SW",5400,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11921,1192102,31921,"GJT","Grand Junction, CO","CO",8,"Colorado",82,756,744,-12,0,0,-1,"0700-0759",19,803,838,4,900,842,-18,0,0,-2,"0900-0959",0,null,0,64,58,35,1,212,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",121199,"2017-05-07T13:56:00.000+0000","2017050711","2017-05-07T11:56:00.000+0000","2017050710","2017050709","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-05-07T04:53:00","FM-15","7","0.0",null,"2017-05-07T11:53:00.000+0000","2017050711",36,63,49,24.43,200,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGJT","GJT","Grand Junction Regional Airport","Grand Junction","Colorado","US",4858,39.1223983765,-108.527000427,"America/Denver","72476023066","GRAND JUNCTION WALKER FIELD, CO US","1480.7","39.1342","-108.54","2017-05-07T04:53:00","FM-15","7","0.0","-RA:02 |RA |","2017-05-07T11:53:00.000+0000",49,56,52,25.01,130,7,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,4,2,"2018-12-04","F9",20436,"F9","N303FR",1676,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,2155,2150,-5,0,0,-1,"2100-2159",16,2206,436,8,529,444,-45,0,0,-2,"0001-0559",0,null,0,274,234,210,1,2039,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",122741,"2018-12-05T05:55:00.000+0000","2018120503","2018-12-05T03:55:00.000+0000","2018120502","2018120501","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-12-04T18:56:00","FM-15","7","0.0",null,"2018-12-05T02:56:00.000+0000","2018120502",16,48,36,27.84,40,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2018-12-04T22:53:00","FM-15","7","0.0",null,"2018-12-05T03:53:00.000+0000",53,60,56,29.98,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,12,4,"2017-10-12","AS",19930,"AS","N530AS",69,12819,1281902,31401,"KTN","Ketchikan, AK","AK",2,"Alaska",1,12523,1252304,32523,"JNU","Juneau, AK","AK",2,"Alaska",1,2058,2044,-14,0,0,-1,"2000-2059",11,2055,2137,4,2154,2141,-13,0,0,-1,"2100-2159",0,null,0,56,57,42,1,234,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"PAKT","KTN","Ketchikan International Airport","Ketchikan","Alaska","US",89,55.35559845,-131.7140045,"America/Anchorage",124839,"2017-10-13T04:58:00.000+0000","2017101302","2017-10-13T02:58:00.000+0000","2017101301","2017101300","70395025325","KETCHIKAN AIRPORT, AK US","24.4","55.35","-131.65","2017-10-12T17:53:00","FM-15","7","0.0",null,"2017-10-13T02:53:00.000+0000","2017101302",38,43,41,30.01,320,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PAJN","JNU","Juneau International Airport","Juneau","Alaska","US",21,58.3549995422,-134.5760040283,"America/Anchorage","70381025309","JUNEAU AIRPORT, AK US","4.9","58.3566","-134.564","2017-10-12T17:53:00","FM-15","7","0.0",null,"2017-10-13T02:53:00.000+0000",31,35,33,30.17,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,14,3,"2018-11-14","WN",19393,"WN","N7847A",1165,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,600,556,-4,0,0,-1,"0600-0659",10,606,716,4,725,720,-5,0,0,-1,"0700-0759",0,null,0,145,144,130,1,725,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",126050,"2018-11-14T11:00:00.000+0000","2018111409","2018-11-14T09:00:00.000+0000","2018111408","2018111407","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2018-11-14T03:51:00","FM-15","7","0.0",null,"2018-11-14T08:51:00.000+0000","2018111408",22,39,33,30.19,310,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2018-11-14T02:53:00","FM-15","7","0.0",null,"2018-11-14T08:53:00.000+0000",10,20,17,29.85,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,1,4,"2018-11-01","DL",19790,"DL","N338DN",2568,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,1530,1535,5,5,0,0,"1500-1559",16,1551,1729,7,1742,1736,-6,0,0,-1,"1700-1759",0,null,0,132,121,98,1,762,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",126182,"2018-11-01T19:30:00.000+0000","2018110117","2018-11-01T17:30:00.000+0000","2018110116","2018110115","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-11-01T11:52:00","FM-15","7","0.0",null,"2018-11-01T16:52:00.000+0000","2018110116",62,70,65,28.75,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2018-11-01T11:51:00","FM-15","7","0.0",null,"2018-11-01T16:51:00.000+0000",53,70,60,29.8,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,7,3,"2016-12-07","WN",19393,"WN","N456WN",491,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1705,1716,11,11,0,0,"1700-1759",11,1727,1834,9,1830,1843,13,13,0,0,"1800-1859",0,null,0,85,87,67,1,349,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",128813,"2016-12-07T23:05:00.000+0000","2016120721","2016-12-07T21:05:00.000+0000","2016120720","2016120719","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2016-12-07T14:53:00","FM-15","7","0.0",null,"2016-12-07T20:53:00.000+0000","2016120720",18,28,25,29.44,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2016-12-07T14:53:00","FM-15","7","0.0","-SN:03 |SN |","2016-12-07T20:53:00.000+0000",9,20,17,29.15,280,15,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[4,12,21,3,"2016-12-21","EV",20366,"EV","N908EV",2794,14193,1419304,33728,"PNS","Pensacola, FL","FL",12,"Florida",33,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1315,1303,-12,0,0,-1,"1300-1359",8,1311,1445,9,1523,1454,-29,0,0,-2,"1500-1559",0,null,0,128,111,94,1,604,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago",130644,"2016-12-21T19:15:00.000+0000","2016122117","2016-12-21T17:15:00.000+0000","2016122116","2016122115","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2016-12-21T10:53:00","FM-15","7","0.0",null,"2016-12-21T16:53:00.000+0000","2016122116",42,56,49,30.17,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2016-12-21T10:53:00","FM-15","7","0.0",null,"2016-12-21T16:53:00.000+0000",32,60,47,29.48,190,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,1,5,"2018-06-01","AA",19805,"AA","N9017P",2397,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1358,1403,5,5,0,0,"1300-1359",20,1423,1534,13,1536,1547,11,11,0,0,"1500-1559",0,null,0,98,104,71,1,447,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",131093,"2018-06-01T18:58:00.000+0000","2018060116","2018-06-01T16:58:00.000+0000","2018060115","2018060114","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2018-06-01T10:53:00","FM-15","7","0.0",null,"2018-06-01T16:53:00.000+0000","2018060116",77,89,80,29.96,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2018-06-01T10:53:00","FM-15","7","0.0",null,"2018-06-01T16:53:00.000+0000",73,88,77,29.24,null,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,28,6,"2018-07-28","WN",19393,"WN","N8653A",1957,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,14122,1412202,30198,"PIT","Pittsburgh, PA","PA",42,"Pennsylvania",23,915,908,-7,0,0,-1,"0900-0959",11,919,1624,5,1705,1629,-36,0,0,-2,"1700-1759",0,null,0,290,261,245,1,2136,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",131468,"2018-07-28T16:15:00.000+0000","2018072814","2018-07-28T14:15:00.000+0000","2018072813","2018072812","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-07-28T05:53:00","FM-15","7","0.0",null,"2018-07-28T13:53:00.000+0000","2018072813",65,72,68,29.56,150,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2018-07-28T08:51:00","FM-15","7","0.0",null,"2018-07-28T13:51:00.000+0000",62,69,65,28.81,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,1,1,"2016-02-01","UA",19977,"UA","N76508",1797,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1143,1136,-7,0,0,-1,"1100-1159",13,1149,1244,13,1316,1257,-19,0,0,-2,"1300-1359",0,null,0,153,141,115,1,787,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",132328,"2016-02-01T16:43:00.000+0000","2016020114","2016-02-01T14:43:00.000+0000","2016020113","2016020112","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2016-02-01T08:53:00","FM-15","7","0.0",null,"2016-02-01T13:53:00.000+0000","2016020113",62,69,65,30.06,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-02-01T07:53:00","FM-15","7","0.0",null,"2016-02-01T13:53:00.000+0000",61,65,63,29.76,180,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,8,4,"2015-01-08","OO",20304,"OO","N630SK",4794,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1435,1430,-5,0,0,-1,"1400-1459",21,1451,1449,9,1505,1458,-7,0,0,-1,"1500-1559",0,null,0,90,88,58,1,370,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",134150,"2015-01-08T21:35:00.000+0000","2015010819","2015-01-08T19:35:00.000+0000","2015010818","2015010817","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-01-08T11:51:00","FM-15","7","0.0",null,"2015-01-08T18:51:00.000+0000","2015010818",33,65,50,28.91,90,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-01-08T10:53:00","FM-15","7","0.0",null,"2015-01-08T18:53:00.000+0000",46,66,55,29.71,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,10,5,"2015-07-10","UA",19977,"UA","N57869",1231,12173,1217302,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,700,656,-4,0,0,-1,"0700-0759",16,712,1509,12,1540,1521,-19,0,0,-2,"1500-1559",0,null,0,340,325,297,1,2556,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",134820,"2015-07-10T17:00:00.000+0000","2015071015","2015-07-10T15:00:00.000+0000","2015071014","2015071013","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2015-07-10T04:53:00","FM-15","7","0.01",null,"2015-07-10T14:53:00.000+0000","2015071014",73,78,75,29.9,40,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-07-10T06:53:00","FM-15","7","0.0",null,"2015-07-10T14:53:00.000+0000",56,67,61,29.6,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,13,4,"2015-08-13","WN",19393,"WN","N794SW",42,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,1425,1638,133,133,1,8,"1400-1459",9,1647,1749,8,1555,1757,122,122,1,8,"1500-1559",0,null,0,150,139,122,1,849,4,66,0,0,0,56,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",136818,"2015-08-13T18:25:00.000+0000","2015081316","2015-08-13T16:25:00.000+0000","2015081315","2015081314","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-08-13T11:25:00","FM-16","7","0.0","|TS |","2015-08-13T16:25:00.000+0000","2015081316",75,88,79,29.89,280,6,10,"","TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2015-08-13T09:53:00","FM-15","7","0.0",null,"2015-08-13T15:53:00.000+0000",76,86,79,29.98,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,16,3,"2017-08-16","HA",19690,"HA","N481HA",546,12173,1217303,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,13830,1383002,33830,"OGG","Kahului, HI","HI",15,"Hawaii",2,1750,1745,-5,0,0,-1,"1700-1759",9,1754,1817,5,1829,1822,-7,0,0,-1,"1800-1859",0,null,0,39,37,23,1,100,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",140099,"2017-08-17T03:50:00.000+0000","2017081701","2017-08-17T01:50:00.000+0000","2017081700","2017081623","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2017-08-16T14:53:00","FM-15","7","0.0",null,"2017-08-17T00:53:00.000+0000","2017081700",64,85,71,29.93,60,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2017-08-16T14:54:00","FM-15","7","0.0",null,"2017-08-17T00:54:00.000+0000",69,87,75,29.89,40,26,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,5,6,"2017-08-05","DL",19790,"DL","N37700",2123,14831,1483104,32457,"SJC","San Jose, CA","CA",6,"California",91,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,620,620,0,0,0,0,"0600-0659",20,640,1342,11,1405,1353,-12,0,0,-1,"1400-1459",0,null,0,285,273,242,1,2116,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",140220,"2017-08-05T13:20:00.000+0000","2017080511","2017-08-05T11:20:00.000+0000","2017080510","2017080509","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2017-08-05T02:53:00","FM-15","7","0.0",null,"2017-08-05T10:53:00.000+0000","2017080510",60,63,61,29.88,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-08-05T05:52:00","FM-15","7","0.0",null,"2017-08-05T10:52:00.000+0000",68,70,69,28.94,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,5,2,"2019-02-05","AA",19805,"AA","N924NN",1360,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1315,1320,5,5,0,0,"1300-1359",14,1334,1616,10,1629,1626,-3,0,0,-1,"1600-1659",0,null,0,134,126,102,1,867,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",140592,"2019-02-05T19:15:00.000+0000","2019020517","2019-02-05T17:15:00.000+0000","2019020516","2019020515","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-02-05T10:51:00","FM-15","7","0.0",null,"2019-02-05T16:51:00.000+0000","2019020516",23,30,28,29.44,40,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2019-02-05T11:54:00","FM-15","7","0.0",null,"2019-02-05T16:54:00.000+0000",42,63,52,29.84,250,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,7,4,"2019-02-07","9E",20363,"9E","N916XJ",3294,11612,1161206,31612,"EVV","Evansville, IN","IN",18,"Indiana",42,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,555,-5,0,0,-1,"0600-0659",17,612,807,9,831,816,-15,0,0,-1,"0800-0859",0,null,0,91,81,55,1,350,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KEVV","EVV","Evansville Regional Airport","Evansville","Indiana","US",418,38.0369987488,-87.5324020386,"America/Chicago",141056,"2019-02-07T12:00:00.000+0000","2019020710","2019-02-07T10:00:00.000+0000","2019020709","2019020708","72432093817","EVANSVILLE REGIONAL AIRPORT, IN US","121.9","38.0441","-87.5205","2019-02-07T03:54:00","FM-15","7","0.03","-RA:02 |RA |RA","2019-02-07T09:54:00.000+0000","2019020709",57,57,57,29.42,170,8,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-02-07T04:52:00","FM-15","7","0.0",null,"2019-02-07T09:52:00.000+0000",62,65,63,29,220,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,2,6,"2019-02-02","OO",20304,"OO","N758SK",2991,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,14730,1473003,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,1850,1847,-3,0,0,-1,"1800-1859",20,1907,2053,8,2119,2101,-18,0,0,-2,"2100-2159",0,null,0,89,74,46,1,286,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",141113,"2019-02-03T00:50:00.000+0000","2019020222","2019-02-02T22:50:00.000+0000","2019020221","2019020220","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-02-02T16:31:00","FM-16","7","0.0","HZ:7 |FU |HZ","2019-02-02T22:31:00.000+0000","2019020222",37,42,40,29.21,190,10,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2019-02-02T16:56:00","FM-15","7","0.0",null,"2019-02-02T21:56:00.000+0000",41,58,50,29.59,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,27,1,"2021-09-27 00:00:00","WN",19393,"WN","N8739L",2848,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,13342,1334207,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,1555,1602,7,7,0,0,"1500-1559",12,1614,1739,2,1740,1741,1,1,0,0,"1700-1759",0,null,0,165,159,145,1,1075,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",141477,"2021-09-27T19:55:00.000+0000","2021092717","2021-09-27T17:55:00.000+0000","2021092716","2021092715","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-09-27T12:53:00","FM-15","7","0.0",null,"2021-09-27T17:53:00.000+0000","2021092717",65,88,73,30.08,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.9045","2021-09-27T11:52:00","FM-15","7","0.0",null,"2021-09-27T17:52:00.000+0000",60,72,65,29.05,20,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,16,6,"2019-02-16","MQ",20398,"MQ","N827AE",3546,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,14574,1457405,34574,"ROA","Roanoke, VA","VA",51,"Virginia",38,1030,1027,-3,0,0,-1,"1000-1059",17,1044,1201,18,1229,1219,-10,0,0,-1,"1200-1259",0,null,0,119,112,77,1,405,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",143636,"2019-02-16T15:30:00.000+0000","2019021613","2019-02-16T13:30:00.000+0000","2019021612","2019021611","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2019-02-16T07:51:00","FM-15","7","0.0",null,"2019-02-16T12:51:00.000+0000","2019021612",17,35,29,29.83,310,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KROA","ROA","Roanoke Regional Woodrum Field","Roanoke","Virginia","US",1175,37.3255004883,-79.975402832,"America/New_York","72411013741","ROANOKE INTERNATIONAL AIRPORT, VA US","358.1","37.3169","-79.9741","2019-02-16T07:54:00","FM-15","7","0.1","-RA:02 |RA |RA","2019-02-16T12:54:00.000+0000",35,40,38,28.63,10,7,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,1,4,"2021-04-01 00:00:00","WN",19393,"WN","N7843A",2099,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,755,758,3,3,0,0,"0700-0759",9,807,1030,5,1040,1035,-5,0,0,-1,"1000-1059",0,null,0,105,97,83,1,602,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",144904,"2021-04-01T14:55:00.000+0000","2021040112","2021-04-01T12:55:00.000+0000","2021040111","2021040110","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-04-01T05:51:00","FM-15","7","0.0",null,"2021-04-01T12:51:00.000+0000","2021040112",13,71,47,28.79,70,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-04-01T05:53:00","FM-15","7","0.0",null,"2021-04-01T12:53:00.000+0000",14,31,25,24.83,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,23,6,"2020-05-23 00:00:00","9E",20363,"9E","N349PQ",4959,13577,1357702,31135,"MYR","Myrtle Beach, SC","SC",45,"South Carolina",37,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1535,1530,-5,0,0,-1,"1500-1559",11,1541,1634,4,1647,1638,-9,0,0,-1,"1600-1659",0,null,0,72,68,53,1,317,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMYR","MYR","Myrtle Beach International Airport","Myrtle Beach","South Carolina","US",25,33.6796989441,-78.9282989502,"America/New_York",145900,"2020-05-23T19:35:00.000+0000","2020052317","2020-05-23T17:35:00.000+0000","2020052316","2020052315","74791013717","MYRTLE BEACH AFB, SC US","7.6","33.68333","-78.93333","2020-05-23T11:56:00","FM-15","7","0.0",null,"2020-05-23T16:56:00.000+0000","2020052316",73,80,75,30.06,190,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-05-23T11:52:00","FM-15","7","0.0",null,"2020-05-23T16:52:00.000+0000",69,81,73,29.04,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,16,2,"2020-06-16 00:00:00","DL",19790,"DL","N3749D",2018,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,810,805,-5,0,0,-1,"0800-0859",9,814,946,4,1004,950,-14,0,0,-1,"1000-1059",0,null,0,114,105,92,1,666,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",146502,"2020-06-16T12:10:00.000+0000","2020061610","2020-06-16T10:10:00.000+0000","2020061609","2020061608","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-06-16T04:52:00","FM-15","7","0.0",null,"2020-06-16T09:52:00.000+0000","2020061609",53,62,57,29.11,70,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2020-06-16T04:54:00","FM-15","7","0.0",null,"2020-06-16T09:54:00.000+0000",51,60,55,30.33,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,6,1,"2017-11-06","DL",19790,"DL","N959DN",829,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1425,1420,-5,0,0,-1,"1400-1459",10,1430,1614,7,1620,1621,1,1,0,0,"1600-1659",0,null,0,175,181,164,1,991,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",147546,"2017-11-06T20:25:00.000+0000","2017110618","2017-11-06T18:25:00.000+0000","2017110617","2017110616","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-11-06T11:53:00","FM-15","7","0.0",null,"2017-11-06T17:53:00.000+0000","2017110617",21,30,27,29.44,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-11-06T11:20:00","FM-16","7","0.01","-RA:02 |RA |","2017-11-06T18:20:00.000+0000",35,45,40,25.77,null,3,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,25,5,"2020-12-25 00:00:00","WN",19393,"WN","N498WN",4773,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1525,1523,-2,0,0,-1,"1500-1559",14,1537,1648,3,1700,1651,-9,0,0,-1,"1700-1759",0,null,0,95,88,71,1,471,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",148167,"2020-12-25T21:25:00.000+0000","2020122519","2020-12-25T19:25:00.000+0000","2020122518","2020122517","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2020-12-25T12:53:00","FM-15","7","0.0",null,"2020-12-25T18:53:00.000+0000","2020122518",4,24,19,29.46,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2020-12-25T12:53:00","FM-15","7","0.0",null,"2020-12-25T18:53:00.000+0000",22,51,40,30.2,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,31,3,"2021-03-31 00:00:00","UA",19977,"UA","N37427",1044,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1825,1820,-5,0,0,-1,"1800-1859",20,1840,2027,3,2059,2030,-29,0,0,-2,"2000-2059",0,null,0,274,250,227,1,1744,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",149948,"2021-03-31T23:25:00.000+0000","2021033121","2021-03-31T21:25:00.000+0000","2021033120","2021033119","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-03-31T14:51:00","FM-15","7","0.0",null,"2021-03-31T20:51:00.000+0000","2021033120",14,40,31,29.45,300,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-03-31T12:53:00","FM-15","7","0.0",null,"2021-03-31T20:53:00.000+0000",32,79,55,29.69,230,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,3,7,"2021-01-03 00:00:00","YV",20378,"YV","N904FJ",5901,10431,1043105,30431,"AVL","Asheville, NC","NC",37,"North Carolina",36,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1618,1609,-9,0,0,-1,"1600-1659",11,1620,1733,17,1810,1750,-20,0,0,-2,"1800-1859",0,null,0,172,161,133,1,848,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",151724,"2021-01-03T21:18:00.000+0000","2021010319","2021-01-03T19:18:00.000+0000","2021010318","2021010317","72315003812","ASHEVILLE AIRPORT, NC US","645.6","35.43178","-82.53787","2021-01-03T13:54:00","FM-15","7","0.0",null,"2021-01-03T18:54:00.000+0000","2021010318",35,45,40,27.65,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-03T12:53:00","FM-15","7","0.0",null,"2021-01-03T18:53:00.000+0000",32,61,48,29.28,220,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,17,2,"2015-11-17","WN",19393,"WN","N430WN",1008,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,11066,1106603,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,655,654,-1,0,0,-1,"0600-0659",18,712,853,2,920,855,-25,0,0,-2,"0900-0959",0,null,0,145,121,101,1,640,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",152564,"2015-11-17T11:55:00.000+0000","2015111709","2015-11-17T09:55:00.000+0000","2015111708","2015111707","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2015-11-17T04:54:00","FM-15","7","0.0",null,"2015-11-17T09:54:00.000+0000","2015111709",20,35,30,30.46,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2015-11-17T04:51:00","FM-15","7","0.0",null,"2015-11-17T09:51:00.000+0000",36,50,44,29.32,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,6,4,"2020-08-06 00:00:00","G4",20368,"G4","280NV",969,14112,1411206,33195,"PIE","St. Petersburg, FL","FL",12,"Florida",33,12945,1294503,32945,"LEX","Lexington, KY","KY",21,"Kentucky",52,1317,1305,-12,0,0,-1,"1300-1359",9,1314,1440,7,1513,1447,-26,0,0,-2,"1500-1559",0,null,0,116,102,86,1,707,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPIE","PIE","St Petersburg Clearwater International Airport","St Petersburg-Clearwater","Florida","US",11,27.91020012,-82.68740082,"America/New_York",152921,"2020-08-06T17:17:00.000+0000","2020080615","2020-08-06T15:17:00.000+0000","2020080614","2020080613","72211612873","ST PETERSBURG CLEARWATER INTERNATIONAL AIRPORT, FL US","3.4","27.91056","-82.6875","2020-08-06T09:53:00","FM-15","7","0.0",null,"2020-08-06T14:53:00.000+0000","2020080614",78,84,80,30.03,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLEX","LEX","Blue Grass Airport","Lexington","Kentucky","US",979,38.0364990234,-84.6059036255,"America/New_York","72422093820","LEXINGTON BLUEGRASS AIRPORT, KY US","298.7","38.0408","-84.6058","2020-08-06T09:54:00","FM-15","7","0.0",null,"2020-08-06T14:54:00.000+0000",62,74,66,29.04,40,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,18,2,"2020-08-18 00:00:00","YX",20452,"YX","N403YX",4411,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,1444,1435,-9,0,0,-1,"1400-1459",10,1445,1724,9,1750,1733,-17,0,0,-2,"1700-1759",0,null,0,126,118,99,1,675,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",153154,"2020-08-18T19:44:00.000+0000","2020081817","2020-08-18T17:44:00.000+0000","2020081816","2020081815","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2020-08-18T10:53:00","FM-15","7","0.0",null,"2020-08-18T16:53:00.000+0000","2020081816",63,86,71,29.32,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2020-08-18T11:54:00","FM-15","7","0.0",null,"2020-08-18T16:54:00.000+0000",59,83,68,29.85,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,4,3,"2015-11-04","DL",19790,"DL","N943AT",1221,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13851,1385103,33851,"OKC","Oklahoma City, OK","OK",40,"Oklahoma",73,1351,1349,-2,0,0,-1,"1300-1359",17,1406,1455,4,1512,1459,-13,0,0,-1,"1500-1559",0,null,0,141,130,109,1,761,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",153951,"2015-11-04T18:51:00.000+0000","2015110416","2015-11-04T16:51:00.000+0000","2015110415","2015110414","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-11-04T10:52:00","FM-15","7","0.0",null,"2015-11-04T15:52:00.000+0000","2015110415",62,65,63,29.15,null,8,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2015-11-04T10:33:00","FM-16","7","0.0",null,"2015-11-04T16:33:00.000+0000",59,66,62,28.66,180,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,25,7,"2016-09-25","OO",20304,"OO","N162SY",5519,14683,1468303,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,12892,1289204,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1615,1800,105,105,1,7,"1600-1659",13,1813,1842,21,1738,1903,85,85,1,5,"1700-1759",0,null,0,203,183,149,1,1210,5,0,0,0,0,85,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",154961,"2016-09-25T21:15:00.000+0000","2016092519","2016-09-25T19:15:00.000+0000","2016092518","2016092517","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2016-09-25T12:51:00","FM-15","7","0.0",null,"2016-09-25T18:51:00.000+0000","2016092518",72,83,75,29.08,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2016-09-25T10:53:00","FM-15","7","0.0",null,"2016-09-25T18:53:00.000+0000",31,92,60,29.63,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,3,5,"2020-07-03 00:00:00","AA",19805,"AA","N701UW",2218,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1613,1610,-3,0,0,-1,"1600-1659",10,1620,1759,14,1813,1813,0,0,0,0,"1800-1859",0,null,0,120,123,99,1,541,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",155825,"2020-07-03T20:13:00.000+0000","2020070318","2020-07-03T18:13:00.000+0000","2020070317","2020070316","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2020-07-03T12:52:00","FM-15","7","0.0",null,"2020-07-03T17:52:00.000+0000","2020070317",64,91,73,29.17,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2020-07-03T12:51:00","FM-15","7","0.0",null,"2020-07-03T17:51:00.000+0000",66,89,74,29.8,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,22,7,"2015-02-22","MQ",20398,"MQ","N664MQ",3452,13158,1315802,33158,"MAF","Midland/Odessa, TX","TX",48,"Texas",74,11298,1129803,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,848,904,16,16,1,1,"0800-0859",10,914,1002,5,1000,1007,7,7,0,0,"1000-1059",0,null,0,72,63,48,1,309,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMAF","MAF","Midland International Airport","Midland","Texas","US",2871,31.9424991608,-102.202003479,"America/Chicago",158742,"2015-02-22T14:48:00.000+0000","2015022212","2015-02-22T12:48:00.000+0000","2015022211","2015022210","72265023023","MIDLAND INTERNATIONAL AIRPORT, TX US","872.3","31.9475","-102.2086","2015-02-22T05:53:00","FM-15","7","0.0",null,"2015-02-22T11:53:00.000+0000","2015022211",39,45,42,27.01,60,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-02-22T05:53:00","FM-15","7","0.0",null,"2015-02-22T11:53:00.000+0000",36,45,41,29.46,60,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,21,5,"2016-10-21","EV",20366,"EV","N868AS",5574,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,10208,1020803,30208,"AGS","Augusta, GA","GA",13,"Georgia",34,1140,1158,18,18,1,1,"1100-1159",16,1214,1244,3,1233,1247,14,14,0,0,"1200-1259",0,null,0,53,49,30,1,143,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",159397,"2016-10-21T15:40:00.000+0000","2016102113","2016-10-21T13:40:00.000+0000","2016102112","2016102111","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-10-21T07:52:00","FM-15","7","0.0",null,"2016-10-21T12:52:00.000+0000","2016102112",49,60,54,28.84,320,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAGS","AGS","Augusta Regional At Bush Field","Augusta","Georgia","US",144,33.3698997498,-81.9645004272,"America/New_York","72218003820","AUGUSTA BUSH FIELD AIRPORT, GA US","40.2","33.3644","-81.9633","2016-10-21T07:53:00","FM-15","7","0.0",null,"2016-10-21T12:53:00.000+0000",62,71,65,29.62,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,2,4,"2020-01-02 00:00:00","DL",19790,"DL","N839DN",3010,14831,1483106,32457,"SJC","San Jose, CA","CA",6,"California",91,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,2255,2250,-5,0,0,-1,"2200-2259",13,2303,559,6,632,605,-27,0,0,-2,"0600-0659",0,null,0,277,255,236,1,2062,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",160835,"2020-01-03T06:55:00.000+0000","2020010304","2020-01-03T04:55:00.000+0000","2020010303","2020010302","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2020-01-02T20:53:00","FM-15","7","0.0",null,"2020-01-03T04:53:00.000+0000","2020010304",42,52,47,30.12,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2020-01-02T23:53:00","FM-15","7","0.0",null,"2020-01-03T04:53:00.000+0000",38,44,41,28.98,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,9,5,"2021-07-09 00:00:00","9E",20363,"9E","N8877A",4842,14633,1463303,32547,"RST","Rochester, MN","MN",27,"Minnesota",63,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1355,1345,-10,0,0,-1,"1300-1359",15,1400,1429,16,1445,1445,0,0,0,0,"1400-1459",0,null,0,50,60,29,1,76,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KRST","RST","Rochester International Airport","Rochester","Minnesota","US",1317,43.9082984924,-92.5,"America/Chicago",162609,"2021-07-09T18:55:00.000+0000","2021070916","2021-07-09T16:55:00.000+0000","2021070915","2021070914","72644014925","ROCHESTER INTERNATIONAL AIRPORT, MN US","397.9","43.904","-92.49207","2021-07-09T10:54:00","FM-15","7","0.0",null,"2021-07-09T16:54:00.000+0000","2021070916",63,70,66,28.64,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-07-09T10:53:00","FM-15","7","0.0",null,"2021-07-09T16:53:00.000+0000",61,73,66,29.12,80,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,23,4,"2021-12-23 00:00:00","WN",19393,"WN","N7848A",2173,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1510,1512,2,2,0,0,"1500-1559",10,1522,1723,6,1720,1729,9,9,0,0,"1700-1759",0,null,0,250,257,241,1,1587,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",163718,"2021-12-23T21:10:00.000+0000","2021122319","2021-12-23T19:10:00.000+0000","2021122318","2021122317","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-12-23T12:53:00","FM-15","7","0.0",null,"2021-12-23T18:53:00.000+0000","2021122318",21,60,44,29.46,200,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-12-23T10:56:00","FM-15","7","0.0",null,"2021-12-23T18:56:00.000+0000",36,52,44,27.64,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,30,6,"2021-10-30 00:00:00","WN",19393,"WN","N7845A",2654,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,520,527,7,7,0,0,"0001-0559",10,537,1033,4,1035,1037,2,2,0,0,"1000-1059",0,null,0,195,190,176,1,1444,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",164897,"2021-10-30T12:20:00.000+0000","2021103010","2021-10-30T10:20:00.000+0000","2021103009","2021103008","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-10-30T02:51:00","FM-15","7","0.0",null,"2021-10-30T09:51:00.000+0000","2021103009",33,67,50,28.69,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-10-30T03:53:00","FM-15","7","0.0","-DZ:01 |DZ |DZ","2021-10-30T09:53:00.000+0000",48,53,50,28.95,10,11,10,"-DZ:01 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,8,4,"2021-07-08 00:00:00","OO",20304,"OO","N252SY",3675,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,14489,1448902,34489,"RDM","Bend/Redmond, OR","OR",41,"Oregon",92,925,937,12,12,0,0,"0900-0959",13,950,1029,10,1039,1039,0,0,0,0,"1000-1059",0,null,0,74,62,39,1,228,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",165212,"2021-07-08T16:25:00.000+0000","2021070814","2021-07-08T14:25:00.000+0000","2021070813","2021070812","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-07-08T05:53:00","FM-15","7","0.0",null,"2021-07-08T13:53:00.000+0000","2021070813",50,54,52,29.56,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-07-08T05:56:00","FM-15","7","0.0",null,"2021-07-08T13:56:00.000+0000",37,59,48,26.81,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,12,4,"2021-08-12 00:00:00","AA",19805,"AA","N986NN",1968,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,915,937,22,22,1,1,"0900-0959",26,1003,1659,6,1658,1705,7,7,0,0,"1600-1659",0,null,0,283,268,236,1,1972,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",166242,"2021-08-12T16:15:00.000+0000","2021081214","2021-08-12T14:15:00.000+0000","2021081213","2021081212","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-08-12T06:51:00","FM-15","7","0.0",null,"2021-08-12T13:51:00.000+0000","2021081213",69,77,72,28.81,80,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-08-12T09:02:00","FM-16","7","0.0",null,"2021-08-12T14:02:00.000+0000",76,86,79,30.05,100,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,18,3,"2020-03-18 00:00:00","DL",19790,"DL","N993AT",2486,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1010,1008,-2,0,0,-1,"1000-1059",16,1024,1131,10,1202,1141,-21,0,0,-2,"1200-1259",0,null,0,172,153,127,1,733,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",167048,"2020-03-18T14:10:00.000+0000","2020031812","2020-03-18T12:10:00.000+0000","2020031811","2020031810","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2020-03-18T06:51:00","FM-15","7","0.0",null,"2020-03-18T11:51:00.000+0000","2020031811",26,44,37,30.42,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2020-03-18T05:51:00","FM-15","7","0.0",null,"2020-03-18T11:51:00.000+0000",27,41,35,29.47,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,31,2,"2020-03-31 00:00:00","WN",19393,"WN","N464WN",2705,10257,1025702,30257,"ALB","Albany, NY","NY",36,"New York",22,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1630,1626,-4,0,0,-1,"1600-1659",9,1635,1930,4,1935,1934,-1,0,0,-1,"1900-1959",0,null,0,185,188,175,1,1130,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KALB","ALB","Albany International Airport","Albany","New York","US",285,42.748298645,-73.8016967773,"America/New_York",167294,"2020-03-31T20:30:00.000+0000","2020033118","2020-03-31T18:30:00.000+0000","2020033117","2020033116","72518014735","ALBANY INTERNATIONAL AIRPORT, NY US","85.3","42.74722","-73.79912","2020-03-31T12:51:00","FM-15","7","0.0",null,"2020-03-31T17:51:00.000+0000","2020033117",34,46,41,29.7,340,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2020-03-31T12:53:00","FM-15","7","0.0",null,"2020-03-31T17:53:00.000+0000",68,83,73,29.85,230,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,16,6,"2021-10-16 00:00:00","HA",19690,"HA","N491HA",149,13830,1383002,33830,"OGG","Kahului, HI","HI",15,"Hawaii",2,12982,1298202,32982,"LIH","Lihue, HI","HI",15,"Hawaii",2,1115,1108,-7,0,0,-1,"1100-1159",7,1115,1149,16,1203,1205,2,2,0,0,"1200-1259",0,null,0,48,57,34,1,201,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu",167698,"2021-10-16T21:15:00.000+0000","2021101619","2021-10-16T19:15:00.000+0000","2021101618","2021101617","91190022516","KAHULUI AIRPORT, HI US","14.0","20.88871","-156.43453","2021-10-16T08:54:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-10-16T18:54:00.000+0000","2021101618",69,74,71,30,50,18,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHLI","LIH","Lihue Airport","Lihue","Hawaii","US",153,21.9759998322,-159.3390045166,"Pacific/Honolulu","91165022536","LIHUE WEATHER SERVICE OFFICE AIRPORT 1020.1, HI US","31.9","21.98048","-159.33863","2021-10-16T08:53:00","FM-15","7","0.0",null,"2021-10-16T18:53:00.000+0000",68,78,71,29.93,50,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,19,6,"2021-06-19 00:00:00","NK",20416,"NK","N686NK",2077,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,1014,1010,-4,0,0,-1,"1000-1059",7,1017,1203,10,1231,1213,-18,0,0,-2,"1200-1259",0,null,0,137,123,106,1,787,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",168875,"2021-06-19T14:14:00.000+0000","2021061912","2021-06-19T12:14:00.000+0000","2021061911","2021061910","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-06-19T06:54:00","FM-15","7","0.0",null,"2021-06-19T11:54:00.000+0000","2021061911",62,75,67,29.66,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-06-19T06:53:00","FM-15","7","0.0",null,"2021-06-19T11:53:00.000+0000",76,78,77,29.97,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,30,2,"2021-11-30 00:00:00","OH",20397,"OH","N592NN",5519,15370,1537002,34653,"TUL","Tulsa, OK","OK",40,"Oklahoma",73,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1536,1525,-11,0,0,-1,"1500-1559",15,1540,1820,11,1900,1831,-29,0,0,-2,"1900-1959",0,null,0,144,126,100,1,842,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",169320,"2021-11-30T21:36:00.000+0000","2021113019","2021-11-30T19:36:00.000+0000","2021113018","2021113017","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-11-30T12:53:00","FM-15","7","0.0",null,"2021-11-30T18:53:00.000+0000","2021113018",44,68,55,29.32,50,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-11-30T13:52:00","FM-15","7","0.0",null,"2021-11-30T18:52:00.000+0000",24,60,45,29.26,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,15,1,"2021-11-15 00:00:00","AA",19805,"AA","N822AW",2121,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,1000,952,-8,0,0,-1,"1000-1059",25,1017,1057,6,1119,1103,-16,0,0,-2,"1100-1159",0,null,0,79,71,40,1,184,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",171286,"2021-11-15T15:00:00.000+0000","2021111513","2021-11-15T13:00:00.000+0000","2021111512","2021111511","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-11-15T07:54:00","FM-15","7","0.0",null,"2021-11-15T12:54:00.000+0000","2021111512",36,41,39,29.65,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-11-15T07:51:00","FM-15","7","0.0",null,"2021-11-15T12:51:00.000+0000",33,44,39,29.74,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,7,4,"2017-12-07","WN",19393,"WN","N908WN",1895,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,735,731,-4,0,0,-1,"0700-0759",8,739,924,2,940,926,-14,0,0,-1,"0900-0959",0,null,0,125,115,105,1,680,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York",172220,"2017-12-07T12:35:00.000+0000","2017120710","2017-12-07T10:35:00.000+0000","2017120709","2017120708","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2017-12-07T04:51:00","FM-15","7","0.0",null,"2017-12-07T09:51:00.000+0000","2017120709",32,41,37,29.65,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2017-12-07T04:53:00","FM-15","7","0.0",null,"2017-12-07T09:53:00.000+0000",71,71,71,29.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,1,7,"2015-11-01","B6",20409,"B6","N634JB",883,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,1916,2231,195,195,1,12,"1900-1959",24,2255,101,2,2206,103,177,177,1,11,"2200-2259",0,null,0,170,152,126,1,944,4,130,0,0,0,47,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",174029,"2015-11-02T00:16:00.000+0000","2015110122","2015-11-01T22:16:00.000+0000","2015110121","2015110120","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-11-01T16:51:00","FM-15","7","0.0",null,"2015-11-01T21:51:00.000+0000","2015110121",53,61,57,29.88,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-11-01T16:53:00","FM-15","7","0.0",null,"2015-11-01T21:53:00.000+0000",71,85,75,29.88,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,29,7,"2015-11-29","WN",19393,"WN","N783SW",651,10713,1071302,30713,"BOI","Boise, ID","ID",16,"Idaho",83,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1625,1625,0,0,0,0,"1600-1659",8,1633,1808,7,1805,1815,10,10,0,0,"1800-1859",0,null,0,100,110,95,1,649,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise",174122,"2015-11-29T23:25:00.000+0000","2015112921","2015-11-29T21:25:00.000+0000","2015112920","2015112919","72681024131","BOISE AIR TERMINAL, ID US","857.7","43.5666","-116.2405","2015-11-29T13:53:00","FM-15","7","0.0",null,"2015-11-29T20:53:00.000+0000","2015112920",12,17,16,27.3,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-11-29T13:53:00","FM-15","7","0.0",null,"2015-11-29T20:53:00.000+0000",16,24,21,24.57,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,6,6,"2021-03-06 00:00:00","WN",19393,"WN","N968WN",1353,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1755,1749,-6,0,0,-1,"1700-1759",8,1757,1919,6,1940,1925,-15,0,0,-1,"1900-1959",0,null,0,105,96,82,1,602,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",174401,"2021-03-07T00:55:00.000+0000","2021030622","2021-03-06T22:55:00.000+0000","2021030621","2021030620","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-03-06T15:51:00","FM-15","7","0.0",null,"2021-03-06T22:51:00.000+0000","2021030622",25,84,55,28.66,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-03-06T15:53:00","FM-15","7","0.0",null,"2021-03-06T22:53:00.000+0000",16,66,44,24.48,140,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,30,3,"2016-11-30","OO",20304,"OO","N715SK",5770,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11503,1150303,31503,"EGE","Eagle, CO","CO",8,"Colorado",82,1900,1855,-5,0,0,-1,"1900-1959",18,1913,1941,4,1952,1945,-7,0,0,-1,"1900-1959",0,null,0,52,50,28,1,120,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",176499,"2016-12-01T02:00:00.000+0000","2016120100","2016-12-01T00:00:00.000+0000","2016113023","2016113022","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-11-30T16:53:00","FM-15","7","0.0",null,"2016-11-30T23:53:00.000+0000","2016113023",2,32,23,24.45,60,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEGE","EGE","Eagle County Regional Airport","Eagle","Colorado","US",6548,39.64260101,-106.9179993,"America/Denver","72467523063","EAGLE CO AIRPORT, CO US","1980.3","39.65","-106.91667","2016-11-30T16:50:00","FM-15","4","0.0",null,"2016-11-30T23:50:00.000+0000",10,25,null,null,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,16,3,"2016-11-16","WN",19393,"WN","N456WN",302,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1820,1847,27,27,1,1,"1800-1859",17,1904,21,6,5,27,22,22,1,1,"0001-0559",0,null,0,225,220,197,1,1754,8,9,0,0,0,13,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",176584,"2016-11-17T01:20:00.000+0000","2016111623","2016-11-16T23:20:00.000+0000","2016111622","2016111621","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-11-16T15:53:00","FM-15","7","0.0",null,"2016-11-16T22:53:00.000+0000","2016111622",11,75,47,24.21,270,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2016-11-16T17:54:00","FM-15","7","0.0",null,"2016-11-16T22:54:00.000+0000",46,52,49,29.7,260,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,25,2,"2020-08-25 00:00:00","AA",19805,"AA","N903NN",2607,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1105,1059,-6,0,0,-1,"1100-1159",19,1118,1224,5,1239,1229,-10,0,0,-1,"1200-1259",0,null,0,94,90,66,1,447,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",179456,"2020-08-25T16:05:00.000+0000","2020082514","2020-08-25T14:05:00.000+0000","2020082513","2020082512","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-08-25T07:53:00","FM-15","7","0.0",null,"2020-08-25T13:53:00.000+0000","2020082513",70,81,74,29.38,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2020-08-25T07:53:00","FM-15","7","0.0",null,"2020-08-25T13:53:00.000+0000",78,85,80,29.87,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,16,5,"2016-09-16","UA",19977,"UA","N27246",1537,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,2015,2012,-3,0,0,-1,"2000-2059",26,2038,2256,3,2316,2259,-17,0,0,-2,"2300-2359",0,null,0,181,167,138,1,1085,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",179902,"2016-09-17T00:15:00.000+0000","2016091622","2016-09-16T22:15:00.000+0000","2016091621","2016091620","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2016-09-16T16:51:00","FM-15","7","0.0",null,"2016-09-16T21:51:00.000+0000","2016091621",51,70,59,30.23,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2016-09-16T16:53:00","FM-15","7","0.0",null,"2016-09-16T21:53:00.000+0000",73,88,77,29.94,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,20,1,"2020-07-20 00:00:00","YX",20452,"YX","N134HQ",4423,14730,1473004,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,902,854,-8,0,0,-1,"0900-0959",18,912,1010,13,1030,1023,-7,0,0,-1,"1000-1059",0,null,0,88,89,58,1,335,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",181519,"2020-07-20T13:02:00.000+0000","2020072011","2020-07-20T11:02:00.000+0000","2020072010","2020072009","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2020-07-20T05:56:00","FM-15","7","0.0",null,"2020-07-20T10:56:00.000+0000","2020072010",71,78,73,29.47,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2020-07-20T05:52:00","FM-15","7","0.0",null,"2020-07-20T10:52:00.000+0000",71,76,73,29.23,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,13,2,"2020-10-13 00:00:00","OO",20304,"OO","N962SW",5307,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,15376,1537604,30436,"TUS","Tucson, AZ","AZ",4,"Arizona",81,1935,1933,-2,0,0,-1,"1900-1959",19,1952,2024,6,2042,2030,-12,0,0,-1,"2000-2059",0,null,0,127,117,92,1,639,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",182026,"2020-10-14T01:35:00.000+0000","2020101323","2020-10-13T23:35:00.000+0000","2020101322","2020101321","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-10-13T15:53:00","FM-15","7","0.0",null,"2020-10-13T22:53:00.000+0000","2020101322",20,80,51,24.6,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","776.9","32.1313","-110.9552","2020-10-13T15:53:00","FM-15","7","0.0",null,"2020-10-13T22:53:00.000+0000",26,99,61,27.35,350,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,9,3,"2015-12-09","AA",19805,"AA","N650AW",520,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,10821,1082103,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,949,946,-3,0,0,-1,"0900-0959",15,1001,1603,3,1604,1606,2,2,0,0,"1600-1659",0,null,0,255,260,242,1,1999,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",184357,"2015-12-09T16:49:00.000+0000","2015120914","2015-12-09T14:49:00.000+0000","2015120913","2015120912","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-12-09T06:51:00","FM-15","7","0.0",null,"2015-12-09T13:51:00.000+0000","2015120913",30,50,41,28.9,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2015-12-09T09:32:00","FM-16","7","0.0","BR:1 ||","2015-12-09T14:32:00.000+0000",41,44,43,29.95,0,0,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,13,5,"2017-01-13","WN",19393,"WN","N380SW",188,11996,1199603,31871,"GSP","Greer, SC","SC",45,"South Carolina",37,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1150,1147,-3,0,0,-1,"1100-1159",9,1156,1227,6,1245,1233,-12,0,0,-1,"1200-1259",0,null,0,55,46,31,1,153,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KGSP","GSP","Greenville Spartanburg International Airport","Greenville","South Carolina","US",964,34.8956985474,-82.2189025879,"America/New_York",186067,"2017-01-13T16:50:00.000+0000","2017011314","2017-01-13T14:50:00.000+0000","2017011313","2017011312","72312003870","GRNVL SPART INTERNATIONAL AIRPORT, SC US","291.1","34.90611","-82.21255","2017-01-13T08:53:00","FM-15","7","0.0",null,"2017-01-13T13:53:00.000+0000","2017011313",52,55,53,29.39,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-01-13T08:52:00","FM-15","7","0.0",null,"2017-01-13T13:52:00.000+0000",57,59,58,29.37,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,26,3,"2016-10-26","AS",19930,"AS","N517AS",368,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,1940,1935,-5,0,0,-1,"1900-1959",13,1948,2122,6,2128,2128,0,0,0,0,"2100-2159",0,null,0,108,113,94,1,605,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",187452,"2016-10-27T02:40:00.000+0000","2016102700","2016-10-27T00:40:00.000+0000","2016102623","2016102622","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2016-10-26T16:07:00","FM-16","7","0.06","RA:02 BR:1 |RA |","2016-10-27T00:07:00.000+0000","2016102700",54,56,55,29.34,160,5,3,"RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2016-10-26T15:53:00","FM-15","7","0.0",null,"2016-10-26T23:53:00.000+0000",52,76,62,29.89,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,15,6,"2017-07-15","OO",20304,"OO","N899SK",4802,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1225,1219,-6,0,0,-1,"1200-1259",34,1253,1401,4,1414,1405,-9,0,0,-1,"1400-1459",0,null,0,169,166,128,1,989,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",187504,"2017-07-15T17:25:00.000+0000","2017071515","2017-07-15T15:25:00.000+0000","2017071514","2017071513","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-07-15T08:53:00","FM-15","7","0.01","|RA |","2017-07-15T14:53:00.000+0000","2017071514",75,80,76,29.47,40,7,9,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-07-15T07:54:00","FM-15","7","0.0",null,"2017-07-15T14:54:00.000+0000",50,83,63,25.85,140,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,17,4,"2015-09-17","DL",19790,"DL","N923DN",2313,11066,1106603,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1737,1910,93,93,1,6,"1700-1759",13,1923,1955,7,1841,2002,81,81,1,5,"1800-1859",0,null,0,124,112,92,1,626,3,6,0,0,0,75,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York",188123,"2015-09-17T21:37:00.000+0000","2015091719","2015-09-17T19:37:00.000+0000","2015091718","2015091717","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2015-09-17T13:51:00","FM-15","7","0.0",null,"2015-09-17T18:51:00.000+0000","2015091718",53,81,64,29.22,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-09-17T13:30:00","FM-16","7","0.21","TS:7 RA:02 BR:1 |RA TS |","2015-09-17T19:30:00.000+0000",69,72,70,28.84,140,14,6,"TS:7 RA:02 BR:1 ","RA TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0],[2,6,11,6,"2016-06-11","AA",19805,"AA","N027AA",139,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,815,826,11,11,0,0,"0800-0859",21,847,1011,15,1019,1026,7,7,0,0,"1000-1059",0,null,0,124,120,84,1,594,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",189142,"2016-06-11T12:15:00.000+0000","2016061110","2016-06-11T10:15:00.000+0000","2016061109","2016061108","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-06-11T04:52:00","FM-15","7","0.0",null,"2016-06-11T09:52:00.000+0000","2016061109",59,75,65,29.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2016-06-11T04:53:00","FM-15","7","0.0",null,"2016-06-11T09:53:00.000+0000",75,76,75,30.01,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,23,6,"2016-04-23","WN",19393,"WN","N630WN",2569,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1515,1527,12,12,0,0,"1500-1559",8,1535,1715,7,1720,1722,2,2,0,0,"1700-1759",0,null,0,125,115,100,1,763,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",189721,"2016-04-23T22:15:00.000+0000","2016042320","2016-04-23T20:15:00.000+0000","2016042319","2016042318","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2016-04-23T11:53:00","FM-15","7","0.0",null,"2016-04-23T19:53:00.000+0000","2016042319",48,60,54,29.96,190,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2016-04-23T11:56:00","FM-15","7","0.0",null,"2016-04-23T19:56:00.000+0000",19,73,49,27.65,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,14,3,"2018-11-14","WN",19393,"WN","N760SW",484,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,610,606,-4,0,0,-1,"0600-0659",13,619,819,3,830,822,-8,0,0,-1,"0800-0859",0,null,0,140,136,120,1,933,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",191026,"2018-11-14T14:10:00.000+0000","2018111412","2018-11-14T12:10:00.000+0000","2018111411","2018111410","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2018-11-14T03:53:00","FM-15","7","0.0","-RA:02 |RA |RA","2018-11-14T11:53:00.000+0000","2018111411",34,41,38,30.26,130,8,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2018-11-14T03:51:00","FM-15","7","0.0",null,"2018-11-14T11:51:00.000+0000",18,60,43,30.18,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,20,1,"2015-04-20","WN",19393,"WN","N635SW",134,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,2220,2320,60,60,1,4,"2200-2259",12,2332,132,6,35,138,63,63,1,4,"0001-0559",0,null,0,75,78,60,1,368,2,0,0,3,0,60,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",192916,"2015-04-21T05:20:00.000+0000","2015042103","2015-04-21T03:20:00.000+0000","2015042102","2015042101","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-04-20T18:56:00","FM-15","7","0.0",null,"2015-04-21T02:56:00.000+0000","2015042102",15,82,52,27.41,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-04-20T19:53:00","FM-15","7","0.0",null,"2015-04-21T02:53:00.000+0000",30,59,45,25.58,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,9,2,"2017-05-09","VX",21171,"VX","N641VA",945,12892,1289205,32575,"LAX","Los Angeles, CA","CA",6,"California",91,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,1955,2115,80,80,1,5,"1900-1959",9,2124,2216,6,2117,2222,65,65,1,4,"2100-2159",0,null,0,82,67,52,1,337,2,0,0,0,0,65,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",195874,"2017-05-10T02:55:00.000+0000","2017051000","2017-05-10T00:55:00.000+0000","2017050923","2017050922","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2017-05-09T16:53:00","FM-15","7","0.0",null,"2017-05-10T00:53:00.000+0000","2017051000",51,65,57,29.59,150,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2017-05-09T15:56:00","FM-15","7","0.0",null,"2017-05-09T23:56:00.000+0000",48,63,55,29.79,290,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,1,3,"2017-03-01","WN",19393,"WN","N299WN",125,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1555,1551,-4,0,0,-1,"1500-1559",8,1559,1818,5,1845,1823,-22,0,0,-2,"1800-1859",0,null,0,110,92,79,1,628,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",196070,"2017-03-01T23:55:00.000+0000","2017030121","2017-03-01T21:55:00.000+0000","2017030120","2017030119","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2017-03-01T12:56:00","FM-15","7","0.0",null,"2017-03-01T20:56:00.000+0000","2017030120",11,59,41,28.05,360,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-03-01T14:53:00","FM-15","7","0.0",null,"2017-03-01T21:53:00.000+0000",-4,47,31,24.66,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,24,4,"2016-03-24","UA",19977,"UA",null,264,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,600,null,null,null,null,null,"0600-0659",null,null,null,null,850,null,null,null,null,null,"0800-0859",1,"B",0,110,null,null,1,602,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",197547,"2016-03-24T13:00:00.000+0000","2016032411","2016-03-24T11:00:00.000+0000","2016032410","2016032409","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2016-03-24T03:51:00","FM-15","7","0.0",null,"2016-03-24T10:51:00.000+0000","2016032410",21,56,42,28.85,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-03-24T03:53:00","FM-15","7","0.0",null,"2016-03-24T10:53:00.000+0000",13,16,15,24.6,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,22,3,"2016-06-22","WN",19393,"WN","N466WN",1147,11066,1106603,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1735,1735,0,0,0,0,"1700-1759",6,1741,1845,5,1855,1850,-5,0,0,-1,"1800-1859",0,null,0,140,135,124,1,919,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York",197753,"2016-06-22T21:35:00.000+0000","2016062219","2016-06-22T19:35:00.000+0000","2016062218","2016062217","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2016-06-22T13:51:00","FM-15","7","0.0",null,"2016-06-22T18:51:00.000+0000","2016062218",60,77,66,29.1,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2016-06-22T12:53:00","FM-15","7","0.0",null,"2016-06-22T18:53:00.000+0000",71,94,78,29.47,170,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,26,1,"2017-06-26","WN",19393,"WN","N389SW",1072,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,900,853,-7,0,0,-1,"0900-0959",8,901,946,9,1005,955,-10,0,0,-1,"1000-1059",0,null,0,65,62,45,1,272,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",198272,"2017-06-26T14:00:00.000+0000","2017062612","2017-06-26T12:00:00.000+0000","2017062611","2017062610","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2017-06-26T05:51:00","FM-15","7","0.0",null,"2017-06-26T11:51:00.000+0000","2017062611",50,64,56,29.46,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2017-06-26T05:53:00","FM-15","7","0.0",null,"2017-06-26T11:53:00.000+0000",58,66,61,29.55,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,14,7,"2018-01-14","UA",19977,"UA","N37267",751,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,650,647,-3,0,0,-1,"0600-0659",16,703,1454,6,1511,1500,-11,0,0,-1,"1500-1559",0,null,0,321,313,291,1,2425,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",200673,"2018-01-14T14:50:00.000+0000","2018011412","2018-01-14T12:50:00.000+0000","2018011411","2018011410","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2018-01-14T03:51:00","FM-15","7","0.0",null,"2018-01-14T11:51:00.000+0000","2018011411",38,59,49,30.07,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2018-01-14T06:51:00","FM-15","7","0.0",null,"2018-01-14T11:51:00.000+0000",0,15,12,30.54,330,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,12,1,"2018-03-12","B6",20409,"B6","N969JB",416,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1157,1153,-4,0,0,-1,"1100-1159",16,1209,2013,6,2040,2019,-21,0,0,-2,"2000-2059",0,null,0,343,326,304,1,2586,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",202047,"2018-03-12T18:57:00.000+0000","2018031216","2018-03-12T16:57:00.000+0000","2018031215","2018031214","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-03-12T08:56:00","FM-15","7","0.0",null,"2018-03-12T16:56:00.000+0000","2018031216",50,57,53,30.02,30,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2018-03-12T11:51:00","FM-15","7","0.0",null,"2018-03-12T16:51:00.000+0000",28,44,38,29.93,90,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,18,4,"2018-01-18","OO",20304,"OO","N944SW",4279,14711,1471105,34711,"SCE","State College, PA","PA",42,"Pennsylvania",23,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,600,547,-13,0,0,-1,"0600-0659",24,611,705,8,741,713,-28,0,0,-2,"0700-0759",0,null,0,101,86,54,1,301,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KUNV","SCE","University Park Airport","State College","Pennsylvania","US",1239,40.8493003845,-77.8487014771,"America/New_York",202645,"2018-01-18T11:00:00.000+0000","2018011809","2018-01-18T09:00:00.000+0000","2018011808","2018011807","72512854739","UNIVERSITY PARK, PA US","377.6","40.85","-77.85","2018-01-18T03:55:00","FM-15","7","0.0",null,"2018-01-18T08:55:00.000+0000","2018011808",3,11,9,28.82,260,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2018-01-18T03:53:00","FM-15","7","0.0",null,"2018-01-18T08:53:00.000+0000",6,14,12,29.41,230,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,27,7,"2015-12-27","MQ",20398,"MQ","N692MQ",3239,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14783,1478302,34783,"SGF","Springfield, MO","MO",29,"Missouri",64,2015,2033,18,18,1,1,"2000-2059",28,2101,2150,10,2138,2200,22,22,1,1,"2100-2159",0,null,0,83,87,49,1,364,2,0,18,4,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",202942,"2015-12-28T02:15:00.000+0000","2015122800","2015-12-28T00:15:00.000+0000","2015122723","2015122722","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-12-27T17:53:00","FM-15","7","0.01","-RA:02 |RA |","2015-12-27T23:53:00.000+0000","2015122723",39,43,41,29.03,350,17,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23985","-93.39007","2015-12-27T17:52:00","FM-15","7","0.16","RA:02 BR:1 |RA |","2015-12-27T23:52:00.000+0000",33,36,35,28.61,40,29,6,"RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,24,5,"2015-04-24","WN",19393,"WN","N957WN",917,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,840,836,-4,0,0,-1,"0800-0859",11,847,1321,4,1345,1325,-20,0,0,-2,"1300-1359",0,null,0,185,169,154,1,1371,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",203190,"2015-04-24T15:40:00.000+0000","2015042413","2015-04-24T13:40:00.000+0000","2015042412","2015042411","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-04-24T04:56:00","FM-15","7","0.0",null,"2015-04-24T12:56:00.000+0000","2015042412",40,59,49,27.46,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-04-24T06:51:00","FM-15","7","0.0",null,"2015-04-24T12:51:00.000+0000",33,54,44,29.3,140,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,12,1,"2015-10-12","WN",19393,"WN","N901WN",149,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,805,809,4,4,0,0,"0800-0859",11,820,900,4,910,904,-6,0,0,-1,"0900-0959",0,null,0,65,55,40,1,236,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",203388,"2015-10-12T15:05:00.000+0000","2015101213","2015-10-12T13:05:00.000+0000","2015101212","2015101211","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-10-12T04:56:00","FM-15","7","0.0",null,"2015-10-12T12:56:00.000+0000","2015101212",49,72,59,27.71,210,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-10-12T04:53:00","FM-15","7","0.0",null,"2015-10-12T12:53:00.000+0000",64,74,68,29.55,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,4,"2018-03-15","AA",19805,"AA","N907NN",279,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,1548,1607,19,19,1,1,"1500-1559",50,1657,1913,20,1859,1933,34,34,1,2,"1800-1859",0,null,0,191,206,136,1,944,4,4,0,15,0,15,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",203654,"2018-03-15T19:48:00.000+0000","2018031517","2018-03-15T17:48:00.000+0000","2018031516","2018031515","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2018-03-15T11:51:00","FM-15","7","0.0",null,"2018-03-15T16:51:00.000+0000","2018031516",19,45,35,29.56,260,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2018-03-15T11:53:00","FM-15","7","0.0",null,"2018-03-15T16:53:00.000+0000",19,64,45,30.09,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,29,6,"2015-08-29","OO",20304,"OO","N716SK",6435,14683,1468303,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,710,705,-5,0,0,-1,"0700-0759",11,716,755,8,828,803,-25,0,0,-2,"0800-0859",0,null,0,198,178,159,1,1211,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",204861,"2015-08-29T12:10:00.000+0000","2015082910","2015-08-29T10:10:00.000+0000","2015082909","2015082908","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2015-08-29T03:51:00","FM-15","7","0.0",null,"2015-08-29T09:51:00.000+0000","2015082909",63,74,67,29.16,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-08-29T01:53:00","FM-15","7","0.0",null,"2015-08-29T09:53:00.000+0000",66,73,68,29.51,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,14,5,"2017-04-14","AA",19805,"AA","N724AA",765,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,1820,1830,10,10,0,0,"1800-1859",33,1903,1933,2,1923,1935,12,12,0,0,"1900-1959",0,null,0,123,125,90,1,575,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",205483,"2017-04-14T22:20:00.000+0000","2017041420","2017-04-14T20:20:00.000+0000","2017041419","2017041418","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2017-04-14T14:52:00","FM-15","7","0.0",null,"2017-04-14T19:52:00.000+0000","2017041419",56,80,65,29.41,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2017-04-14T13:51:00","FM-15","7","0.04","-RA:02 |RA |","2017-04-14T19:51:00.000+0000",57,80,66,29.32,160,13,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,7,2,"2017-11-07","AA",19805,"AA","N3HVAA",2301,11298,1129805,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14262,1426204,34262,"PSP","Palm Springs, CA","CA",6,"California",91,910,906,-4,0,0,-1,"0900-0959",28,934,1026,6,1028,1032,4,4,0,0,"1000-1059",0,null,0,198,206,172,1,1126,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",205502,"2017-11-07T15:10:00.000+0000","2017110713","2017-11-07T13:10:00.000+0000","2017110712","2017110711","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-11-07T06:53:00","FM-15","7","0.0",null,"2017-11-07T12:53:00.000+0000","2017110712",49,55,52,29.45,30,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSP","PSP","Palm Springs International Airport","Palm Springs","California","US",477,33.82970047,-116.5070037842,"America/Los_Angeles","72286893138","PALM SPRINGS ASOS, CA US","124.7","33.8222","-116.5043","2017-11-07T04:53:00","FM-15","7","0.0",null,"2017-11-07T12:53:00.000+0000",50,67,58,29.56,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,22,4,"2015-10-22","OO",20304,"OO","N8903A",7373,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,11122,1112203,31122,"CPR","Casper, WY","WY",56,"Wyoming",88,1511,1501,-10,0,0,-1,"1500-1559",13,1514,1601,4,1631,1605,-26,0,0,-2,"1600-1659",0,null,0,80,64,47,1,320,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",206097,"2015-10-22T21:11:00.000+0000","2015102219","2015-10-22T19:11:00.000+0000","2015102218","2015102217","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-10-22T11:53:00","FM-15","7","0.0",null,"2015-10-22T18:53:00.000+0000","2015102218",42,61,51,25.72,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCPR","CPR","Casper-Natrona County International Airport","Casper","Wyoming","US",5350,42.90800095,-106.4639969,"America/Denver","72569024089","CASPER NATRONA CO AIRPORT, WY US","1620.9","42.89779","-106.47371","2015-10-22T11:53:00","FM-15","7","0.0",null,"2015-10-22T18:53:00.000+0000",39,49,44,24.68,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,9,7,"2015-08-09","WN",19393,"WN","N425LV",549,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,1800,1800,0,0,0,0,"1800-1859",19,1819,1848,5,1855,1853,-2,0,0,-1,"1800-1859",0,null,0,115,113,89,1,616,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",206439,"2015-08-09T22:00:00.000+0000","2015080920","2015-08-09T20:00:00.000+0000","2015080919","2015080918","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2015-08-09T14:53:00","FM-15","7","0.0",null,"2015-08-09T19:53:00.000+0000","2015080919",75,92,80,29.8,60,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2015-08-09T13:53:00","FM-15","7","0.0",null,"2015-08-09T19:53:00.000+0000",60,93,71,29.32,70,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,25,7,"2019-08-25","OH",20397,"OH","N571NN",5523,14730,1473003,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,654,651,-3,0,0,-1,"0600-0659",36,727,832,11,840,843,3,3,0,0,"0800-0859",0,null,0,106,112,65,1,335,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",206729,"2019-08-25T10:54:00.000+0000","2019082508","2019-08-25T08:54:00.000+0000","2019082507","2019082506","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2019-08-25T02:56:00","FM-15","7","0.0",null,"2019-08-25T07:56:00.000+0000","2019082507",54,67,60,29.54,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-08-25T03:52:00","FM-15","7","0.0",null,"2019-08-25T08:52:00.000+0000",59,64,61,29.31,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,19,6,"2019-10-19","WN",19393,"WN","N8579Z",3029,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,1805,1825,20,20,1,1,"1800-1859",32,1857,1945,6,1915,1951,36,36,1,2,"1900-1959",0,null,0,130,146,108,1,696,3,2,0,16,0,18,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",207648,"2019-10-19T22:05:00.000+0000","2019101920","2019-10-19T20:05:00.000+0000","2019101919","2019101918","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-10-19T14:52:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2019-10-19T19:52:00.000+0000","2019101919",52,56,54,28.69,70,22,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2019-10-19T13:53:00","FM-15","7","0.0",null,"2019-10-19T19:53:00.000+0000",70,89,76,29.67,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,31,5,"2020-01-31 00:00:00","9E",20363,"9E","N308PQ",5198,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,15249,1524906,35249,"TLH","Tallahassee, FL","FL",12,"Florida",33,1410,1408,-2,0,0,-1,"1400-1459",21,1429,1511,2,1517,1513,-4,0,0,-1,"1500-1559",0,null,0,67,65,42,1,223,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",208417,"2020-01-31T19:10:00.000+0000","2020013117","2020-01-31T17:10:00.000+0000","2020013116","2020013115","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-01-31T11:52:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |DZ","2020-01-31T16:52:00.000+0000","2020013116",38,41,40,29.09,80,15,3,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","16.8","30.39306","-84.35333","2020-01-31T12:08:00","FM-16","7","0.0","-RA:02 |RA |RA","2020-01-31T17:08:00.000+0000",48,52,50,30,10,6,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,16,3,"2016-03-16","DL",19790,"DL","N907DA",635,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12451,1245102,31136,"JAX","Jacksonville, FL","FL",12,"Florida",33,1530,1553,23,23,1,1,"1500-1559",11,1604,1647,4,1641,1651,10,10,0,0,"1600-1659",0,null,0,71,58,43,1,270,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",209116,"2016-03-16T19:30:00.000+0000","2016031617","2016-03-16T17:30:00.000+0000","2016031616","2016031615","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-03-16T11:52:00","FM-15","7","0.0",null,"2016-03-16T16:52:00.000+0000","2016031616",44,78,59,28.87,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2016-03-16T11:56:00","FM-15","7","0.0",null,"2016-03-16T16:56:00.000+0000",62,82,69,29.96,270,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,24,7,"2019-02-24","UA",19977,"UA","N18119",1600,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1700,1656,-4,0,0,-1,"1700-1759",25,1721,2006,15,2020,2021,1,1,0,0,"2000-2059",0,null,0,380,385,345,1,2454,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",209864,"2019-02-24T22:00:00.000+0000","2019022420","2019-02-24T20:00:00.000+0000","2019022419","2019022418","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2019-02-24T14:51:00","FM-15","7","0.0",null,"2019-02-24T19:51:00.000+0000","2019022419",43,46,45,29.35,220,16,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2019-02-24T11:53:00","FM-15","7","0.0",null,"2019-02-24T19:53:00.000+0000",40,61,51,29.81,270,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,9,3,"2019-10-09","OO",20304,"OO","N925EV",5148,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11337,1133705,31337,"DLH","Duluth, MN","MN",27,"Minnesota",63,1610,1602,-8,0,0,-1,"1600-1659",22,1624,1722,3,1751,1725,-26,0,0,-2,"1700-1759",0,null,0,101,83,58,1,397,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",210036,"2019-10-09T21:10:00.000+0000","2019100919","2019-10-09T19:10:00.000+0000","2019100918","2019100917","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-10-09T12:51:00","FM-15","7","0.0",null,"2019-10-09T18:51:00.000+0000","2019100918",46,70,57,29.39,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDLH","DLH","Duluth International Airport","Duluth","Minnesota","US",1428,46.8420982361,-92.1936035156,"America/Chicago","72745014913","DULUTH INTERNATIONAL AIRPORT, MN US","436.8","46.8369","-92.1833","2019-10-09T12:55:00","FM-15","7","0.0",null,"2019-10-09T18:55:00.000+0000",45,70,56,28.37,180,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,24,5,"2020-01-24 00:00:00","MQ",20398,"MQ","N670AE",3670,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,1809,1757,-12,0,0,-1,"1800-1859",12,1809,2022,6,2040,2028,-12,0,0,-1,"2000-2059",0,null,0,151,151,133,1,825,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York",211053,"2020-01-24T23:09:00.000+0000","2020012421","2020-01-24T21:09:00.000+0000","2020012420","2020012419","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2020-01-24T15:54:00","FM-15","7","0.0",null,"2020-01-24T20:54:00.000+0000","2020012420",49,59,54,29.92,110,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2020-01-24T15:53:00","FM-15","7","0.0",null,"2020-01-24T20:53:00.000+0000",61,77,67,29.96,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,10,5,"2020-01-10 00:00:00","OO",20304,"OO","N750SK",3220,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14698,1469802,34236,"SBP","San Luis Obispo, CA","CA",6,"California",91,1057,1048,-9,0,0,-1,"1000-1059",18,1106,1122,5,1153,1127,-26,0,0,-2,"1100-1159",0,null,0,116,99,76,1,509,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",211194,"2020-01-10T17:57:00.000+0000","2020011015","2020-01-10T15:57:00.000+0000","2020011014","2020011013","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2020-01-10T08:51:00","FM-15","7","0.0",null,"2020-01-10T15:51:00.000+0000","2020011015",35,48,42,28.91,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBP","SBP","San Luis County Regional Airport","San Luis Obispo","California","US",212,35.2368011475,-120.641998291,"America/Los_Angeles","72289793206","SAN LUIS OBISPO MCCHESNEY FIELD, CA US","61.0","35.23722","-120.64139","2020-01-10T07:56:00","FM-15","7","0.0",null,"2020-01-10T15:56:00.000+0000",36,41,39,30.03,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,1,5,"2016-01-01","DL",19790,"DL","N931DN",2425,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13495,1349503,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1250,1250,0,0,0,0,"1200-1259",13,1303,1314,5,1327,1319,-8,0,0,-1,"1300-1359",0,null,0,97,89,71,1,425,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",211385,"2016-01-01T17:50:00.000+0000","2016010115","2016-01-01T15:50:00.000+0000","2016010114","2016010113","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-01-01T09:52:00","FM-15","7","0.0",null,"2016-01-01T14:52:00.000+0000","2016010114",33,41,38,29.12,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2016-01-01T08:53:00","FM-15","7","0.0",null,"2016-01-01T14:53:00.000+0000",40,48,44,30.29,20,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,10,4,"2016-03-10","AA",19805,"AA","N3LCAA",1245,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,1505,1517,12,12,0,0,"1500-1559",11,1528,1914,6,1907,1920,13,13,0,0,"1900-1959",0,null,0,182,183,166,1,1182,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",211675,"2016-03-10T21:05:00.000+0000","2016031019","2016-03-10T19:05:00.000+0000","2016031018","2016031017","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2016-03-10T12:51:00","FM-15","7","0.0",null,"2016-03-10T18:51:00.000+0000","2016031018",37,50,44,29.37,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2016-03-10T13:53:00","FM-15","7","0.0",null,"2016-03-10T18:53:00.000+0000",64,81,70,30.19,130,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,23,4,"2021-12-23 00:00:00","OO",20304,"OO","N943SW",5549,14487,1448702,33792,"RDD","Redding, CA","CA",6,"California",91,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,600,551,-9,0,0,-1,"0600-0659",16,607,653,4,720,657,-23,0,0,-2,"0700-0759",0,null,0,80,66,46,1,199,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KRDD","RDD","Redding Municipal Airport","Redding","California","US",505,40.50899887,-122.2929993,"America/Los_Angeles",213005,"2021-12-23T14:00:00.000+0000","2021122312","2021-12-23T12:00:00.000+0000","2021122311","2021122310","72592024257","REDDING AIRPORT, CA US","152.6","40.51462","-122.29773","2021-12-23T03:53:00","FM-15","7","0.0",null,"2021-12-23T11:53:00.000+0000","2021122311",42,45,44,29.16,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-12-23T03:56:00","FM-15","7","0.05","-RA:02 |RA |RA","2021-12-23T11:56:00.000+0000",54,57,55,29.74,210,15,9,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,28,5,"2020-02-28 00:00:00","F9",20436,"F9","N341FR",1082,12217,1221702,30255,"HSV","Huntsville, AL","AL",1,"Alabama",51,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,1915,1917,2,2,0,0,"1900-1959",12,1929,2139,7,2203,2146,-17,0,0,-2,"2200-2259",0,null,0,108,89,70,1,535,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago",218201,"2020-02-29T01:15:00.000+0000","2020022823","2020-02-28T23:15:00.000+0000","2020022822","2020022821","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.2","34.6441","-86.7869","2020-02-28T16:53:00","FM-15","7","0.0",null,"2020-02-28T22:53:00.000+0000","2020022822",29,49,41,29.45,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2020-02-28T17:53:00","FM-15","7","0.0",null,"2020-02-28T22:53:00.000+0000",28,61,46,30.09,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,4,2,"2020-02-04 00:00:00","DL",19790,"DL","N994AT",1441,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14457,1445702,34457,"RAP","Rapid City, SD","SD",46,"South Dakota",67,2032,2030,-2,0,0,-1,"2000-2059",16,2046,2100,5,2130,2105,-25,0,0,-2,"2100-2159",0,null,0,118,95,74,1,489,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",218314,"2020-02-05T02:32:00.000+0000","2020020500","2020-02-05T00:32:00.000+0000","2020020423","2020020422","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2020-02-04T17:53:00","FM-15","7","0.0",null,"2020-02-04T23:53:00.000+0000","2020020423",6,19,16,29.37,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.2","44.04584","-103.05443","2020-02-04T16:52:00","FM-15","7","0.0",null,"2020-02-04T23:52:00.000+0000",13,21,19,26.81,170,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,23,3,"2017-08-23","B6",20409,"B6","N358JB",1816,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,15096,1509602,35096,"SYR","Syracuse, NY","NY",36,"New York",22,2255,2249,-6,0,0,-1,"2200-2259",39,2328,8,5,12,13,1,1,0,0,"0001-0559",0,null,0,77,84,40,1,209,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",221595,"2017-08-24T02:55:00.000+0000","2017082400","2017-08-24T00:55:00.000+0000","2017082323","2017082322","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2017-08-23T19:51:00","FM-15","7","0.0",null,"2017-08-24T00:51:00.000+0000","2017082400",53,77,63,29.85,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","125.9","43.1111","-76.1038","2017-08-23T19:54:00","FM-15","7","0.01","-DZ:01 |DZ |","2017-08-24T00:54:00.000+0000",58,61,59,29.43,220,6,10,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,26,2,"2016-01-26","OO",20304,"OO","N917SW",6191,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10561,1056103,30561,"BFL","Bakersfield, CA","CA",6,"California",91,1119,1122,3,3,0,0,"1100-1159",14,1136,1228,5,1256,1233,-23,0,0,-2,"1200-1259",0,null,0,157,131,112,1,845,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",222325,"2016-01-26T18:19:00.000+0000","2016012616","2016-01-26T16:19:00.000+0000","2016012615","2016012614","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-01-26T08:53:00","FM-15","7","0.0",null,"2016-01-26T15:53:00.000+0000","2016012615",13,26,22,24.77,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBFL","BFL","Meadows Field","Bakersfield","California","US",510,35.43360138,-119.0569992,"America/Los_Angeles","72384023155","BAKERSFIELD AIRPORT, CA US","149.0","35.4344","-119.0542","2016-01-26T07:54:00","FM-15","7","0.0",null,"2016-01-26T15:54:00.000+0000",39,44,42,29.79,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,11,2,"2017-07-11","WN",19393,"WN","N395SW",537,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,1510,1540,30,30,1,2,"1500-1559",10,1550,1902,4,1835,1906,31,31,1,2,"1800-1859",0,null,0,145,146,132,1,967,4,7,0,1,0,23,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",223699,"2017-07-11T20:10:00.000+0000","2017071118","2017-07-11T18:10:00.000+0000","2017071117","2017071116","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2017-07-11T11:53:00","FM-15","7","0.0",null,"2017-07-11T17:53:00.000+0000","2017071117",75,88,79,28.79,180,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2017-07-11T12:54:00","FM-15","7","0.0",null,"2017-07-11T17:54:00.000+0000",66,89,74,29.8,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,6,3,"2016-01-06","AA",19805,"AA","N572UW",1836,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,655,655,0,0,0,0,"0600-0659",17,712,943,39,1018,1022,4,4,0,0,"1000-1059",0,null,0,323,327,271,1,1972,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",223868,"2016-01-06T11:55:00.000+0000","2016010609","2016-01-06T09:55:00.000+0000","2016010608","2016010607","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2016-01-06T04:53:00","FM-15","7","0.0",null,"2016-01-06T09:53:00.000+0000","2016010609",61,69,64,30.05,50,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2016-01-06T02:51:00","FM-15","7","0.0",null,"2016-01-06T09:51:00.000+0000",52,55,53,28.65,110,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,2,4,"2018-08-02","WN",19393,"WN","N961WN",234,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,2005,2037,32,32,1,2,"2000-2059",16,2053,200,4,135,204,29,29,1,1,"0001-0559",0,null,0,210,207,187,1,1587,7,6,0,0,0,23,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",224799,"2018-08-03T03:05:00.000+0000","2018080301","2018-08-03T01:05:00.000+0000","2018080300","2018080223","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-08-02T16:56:00","FM-15","7","0.0","TS:7 |TS TS |","2018-08-03T00:56:00.000+0000","2018080300",60,92,71,27.54,190,14,10,"TS:7 ","TS TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2018-08-02T18:53:00","FM-15","7","0.0",null,"2018-08-03T00:53:00.000+0000",65,80,70,29.38,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,12,5,"2019-04-12","OH",20397,"OH","N572NN",5380,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1306,1320,14,14,0,0,"1300-1359",115,1515,1614,12,1431,1626,115,115,1,7,"1400-1459",0,null,0,85,186,59,1,257,2,14,0,101,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York",228228,"2019-04-12T17:06:00.000+0000","2019041215","2019-04-12T15:06:00.000+0000","2019041214","2019041213","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2019-04-12T09:54:00","FM-15","7","0.0",null,"2019-04-12T14:54:00.000+0000","2019041214",59,70,63,29.96,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-04-12T09:52:00","FM-15","7","0.0","BR:1 ||","2019-04-12T14:52:00.000+0000",66,69,67,29.25,170,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,2,1,"2018-07-02","OO",20304,"OO","N429SW",7381,11097,1109702,31097,"COD","Cody, WY","WY",56,"Wyoming",88,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1140,1124,-16,0,0,-2,"1100-1159",21,1145,1242,8,1300,1250,-10,0,0,-1,"1300-1359",0,null,0,80,86,57,1,298,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCOD","COD","Yellowstone Regional Airport","Cody","Wyoming","US",5102,44.520198822,-109.0240020752,"America/Denver",230764,"2018-07-02T17:40:00.000+0000","2018070215","2018-07-02T15:40:00.000+0000","2018070214","2018070213","72670024045","CODY MUNICIPAL AIRPORT, WY US","1552.0","44.51667","-109.01667","2018-07-02T07:56:00","FM-15","7","0.0",null,"2018-07-02T14:56:00.000+0000","2018070214",46,64,54,24.87,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2018-07-02T07:54:00","FM-15","7","0.0",null,"2018-07-02T14:54:00.000+0000",39,74,55,25.72,180,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,14,6,"2018-07-14","MQ",20398,"MQ","N541EA",3816,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,659,655,-4,0,0,-1,"0600-0659",16,711,856,3,854,859,5,5,0,0,"0800-0859",0,null,0,55,64,45,1,177,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",232328,"2018-07-14T11:59:00.000+0000","2018071409","2018-07-14T09:59:00.000+0000","2018071408","2018071407","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-07-14T03:51:00","FM-15","7","0.0","-RA:02 |RA |RA","2018-07-14T09:51:00.000+0000","2018071409",68,75,70,29.31,230,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2018-07-14T04:54:00","FM-15","7","0.0",null,"2018-07-14T09:54:00.000+0000",64,73,67,29.2,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,19,4,"2018-07-19","WN",19393,"WN","N7882B",2089,11423,1142306,31423,"DSM","Des Moines, IA","IA",19,"Iowa",61,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1255,1336,41,41,1,2,"1200-1259",6,1342,1423,4,1400,1427,27,27,1,1,"1400-1459",0,null,0,185,171,161,1,1216,5,4,0,0,0,23,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",232412,"2018-07-19T17:55:00.000+0000","2018071915","2018-07-19T15:55:00.000+0000","2018071914","2018071913","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","291.7","41.5338","-93.653","2018-07-19T09:54:00","FM-15","7","0.0",null,"2018-07-19T15:54:00.000+0000","2018071915",66,72,68,28.78,120,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-07-19T06:56:00","FM-15","7","0.0",null,"2018-07-19T14:56:00.000+0000",63,93,73,27.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,12,6,"2015-09-12","OO",20304,"OO","N707SK",6242,12012,1201203,32012,"GUC","Gunnison, CO","CO",8,"Colorado",82,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1236,1225,-11,0,0,-1,"1200-1259",9,1234,1303,4,1330,1307,-23,0,0,-2,"1300-1359",0,null,0,54,42,29,1,152,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KGUC","GUC","Gunnison Crested Butte Regional Airport","Gunnison","Colorado","US",7680,38.53390121,-106.9329987,"America/Denver",233309,"2015-09-12T18:36:00.000+0000","2015091216","2015-09-12T16:36:00.000+0000","2015091215","2015091214","72467793007","GUNNISON CO AIRPORT, CO US","2336.6","38.53333","-106.93333","2015-09-12T09:35:00","FM-15","7","0.0",null,"2015-09-12T16:35:00.000+0000","2015091216",32,57,45,22.94,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-09-12T08:53:00","FM-15","7","0.0",null,"2015-09-12T15:53:00.000+0000",46,70,56,24.75,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,5,2,"2019-03-05","YX",20452,"YX","N124HQ",4335,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1200,1153,-7,0,0,-1,"1200-1259",20,1213,1305,6,1327,1311,-16,0,0,-2,"1300-1359",0,null,0,87,78,52,1,214,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",235752,"2019-03-05T17:00:00.000+0000","2019030515","2019-03-05T15:00:00.000+0000","2019030514","2019030513","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2019-03-05T09:51:00","FM-15","7","0.0",null,"2019-03-05T14:51:00.000+0000","2019030514",5,26,20,30.05,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2019-03-05T09:52:00","FM-15","7","0.0",null,"2019-03-05T14:52:00.000+0000",11,31,25,30.07,100,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,9,7,"2018-09-09","NK",20416,"NK","N654NK",921,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,13577,1357702,31135,"MYR","Myrtle Beach, SC","SC",45,"South Carolina",37,1230,1223,-7,0,0,-1,"1200-1259",24,1247,1405,3,1429,1408,-21,0,0,-2,"1400-1459",0,null,0,119,105,78,1,563,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",237750,"2018-09-09T16:30:00.000+0000","2018090914","2018-09-09T14:30:00.000+0000","2018090913","2018090912","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2018-09-09T08:51:00","FM-15","7","0.0","|RA |RA","2018-09-09T13:51:00.000+0000","2018090913",53,61,57,30.2,40,13,10,"","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMYR","MYR","Myrtle Beach International Airport","Myrtle Beach","South Carolina","US",25,33.6796989441,-78.9282989502,"America/New_York","74791013717","MYRTLE BEACH AFB, SC US","7.6","33.68333","-78.93333","2018-09-09T08:56:00","FM-15","4","0.0",null,"2018-09-09T13:56:00.000+0000",74,83,null,null,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,3,3,"2016-08-03","EV",20366,"EV","N744EV",5471,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,12323,1232303,32323,"ILM","Wilmington, NC","NC",37,"North Carolina",36,2138,2207,29,29,1,1,"2100-2159",13,2220,2333,4,2322,2337,15,15,1,1,"2300-2359",0,null,0,104,90,73,1,500,3,0,0,0,0,15,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",239032,"2016-08-04T01:38:00.000+0000","2016080323","2016-08-03T23:38:00.000+0000","2016080322","2016080321","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2016-08-03T17:51:00","FM-15","7","0.0",null,"2016-08-03T22:51:00.000+0000","2016080322",55,79,65,30.11,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","10.1","34.2675","-77.8997","2016-08-03T17:53:00","FM-15","7","0.0","-RA:02 |RA |","2016-08-03T22:53:00.000+0000",74,81,76,29.93,50,11,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,25,4,"2016-08-25","UA",19977,"UA","N822UA",631,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1505,1648,103,103,1,6,"1500-1559",27,1715,1833,4,1651,1837,106,106,1,7,"1600-1659",0,null,0,166,169,138,1,964,4,37,0,3,0,66,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",239660,"2016-08-25T19:05:00.000+0000","2016082517","2016-08-25T17:05:00.000+0000","2016082516","2016082515","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2016-08-25T11:53:00","FM-15","7","0.0",null,"2016-08-25T16:53:00.000+0000","2016082516",75,91,79,29.94,50,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-08-25T10:53:00","FM-15","7","0.0",null,"2016-08-25T16:53:00.000+0000",74,89,78,29.97,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,13,6,"2016-08-13","OO",20304,"OO","N912SW",5886,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,15376,1537602,30436,"TUS","Tucson, AZ","AZ",4,"Arizona",81,1935,1930,-5,0,0,-1,"1900-1959",17,1947,2128,4,2154,2132,-22,0,0,-2,"2100-2159",0,null,0,139,122,101,1,751,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",239688,"2016-08-14T02:35:00.000+0000","2016081400","2016-08-14T00:35:00.000+0000","2016081323","2016081322","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2016-08-13T15:56:00","FM-15","7","0.0",null,"2016-08-13T23:56:00.000+0000","2016081323",53,65,58,29.89,300,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","776.9","32.1313","-110.9552","2016-08-13T16:53:00","FM-15","7","0.0",null,"2016-08-13T23:53:00.000+0000",61,99,73,27.22,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,11,5,"2018-05-11","NK",20416,"NK","N505NK",107,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,1525,1535,10,10,0,0,"1500-1559",15,1550,1633,3,1635,1636,1,1,0,0,"1600-1659",0,null,0,190,181,163,1,1171,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",241028,"2018-05-11T20:25:00.000+0000","2018051118","2018-05-11T18:25:00.000+0000","2018051117","2018051116","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2018-05-11T11:53:00","FM-15","7","0.0",null,"2018-05-11T17:53:00.000+0000","2018051117",62,84,70,29.28,200,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2018-05-11T09:51:00","FM-15","7","0.0",null,"2018-05-11T17:51:00.000+0000",53,60,56,29.91,200,13,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,14,2,"2017-03-14","B6",20409,"B6","N556JB",886,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,1015,null,null,null,null,null,"1000-1059",null,null,null,null,1144,null,null,null,null,null,"1100-1159",1,"B",0,89,null,null,1,427,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York",241412,"2017-03-14T14:15:00.000+0000","2017031412","2017-03-14T12:15:00.000+0000","2017031411","2017031410","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2017-03-14T06:51:00","FM-15","7","0.0","-RA:02 |RA |","2017-03-14T11:51:00.000+0000","2017031411",34,36,35,29.18,null,3,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2017-03-14T07:14:00","FM-16","7","0.09","PL:06 RA:02 SN:03 |RA RA |","2017-03-14T12:14:00.000+0000",31,34,33,29.72,50,26,3,"PL:06 RA:02 SN:03 ","RA RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,4,7,"2017-06-04","EV",20366,"EV","N708EV",5517,11042,1104203,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,1940,2002,22,22,1,1,"1900-1959",11,2013,2117,6,2117,2123,6,6,0,0,"2100-2159",0,null,0,97,81,64,1,419,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",241446,"2017-06-04T23:40:00.000+0000","2017060421","2017-06-04T21:40:00.000+0000","2017060420","2017060419","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2017-06-04T15:51:00","FM-15","7","0.0",null,"2017-06-04T20:51:00.000+0000","2017060420",63,86,71,28.91,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2017-06-04T15:51:00","FM-15","7","0.0","-RA:02 |RA |","2017-06-04T20:51:00.000+0000",51,65,57,29.87,null,6,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,19,7,"2017-03-19","DL",19790,"DL","N919DN",1514,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,705,702,-3,0,0,-1,"0700-0759",19,721,814,3,844,817,-27,0,0,-2,"0800-0859",0,null,0,219,195,173,1,1276,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",243291,"2017-03-19T12:05:00.000+0000","2017031910","2017-03-19T10:05:00.000+0000","2017031909","2017031908","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-03-19T03:53:00","FM-15","7","0.0",null,"2017-03-19T09:53:00.000+0000","2017031909",24,30,28,29.32,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2017-03-19T02:51:00","FM-15","7","0.0",null,"2017-03-19T09:51:00.000+0000",39,69,54,28.83,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,2,4,"2019-05-02","WN",19393,"WN","N404WN",1173,11986,1198603,31986,"GRR","Grand Rapids, MI","MI",26,"Michigan",43,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1105,1108,3,3,0,0,"1100-1159",9,1117,1057,2,1110,1059,-11,0,0,-1,"1100-1159",0,null,0,65,51,40,1,137,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",246935,"2019-05-02T15:05:00.000+0000","2019050213","2019-05-02T13:05:00.000+0000","2019050212","2019050211","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2019-05-02T08:00:00","FM-16","7","0.0","BR:1 |s |","2019-05-02T13:00:00.000+0000","2019050213",44,46,45,29.26,70,7,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2019-05-02T06:53:00","FM-15","7","0.0","BR:1 ||","2019-05-02T12:53:00.000+0000",42,45,44,29.43,40,8,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,20,6,"2019-07-20","WN",19393,"WN","N8602F",5137,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,1545,1540,-5,0,0,-1,"1500-1559",9,1549,2036,3,2055,2039,-16,0,0,-2,"2000-2059",0,null,0,190,179,167,1,1334,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",247008,"2019-07-20T22:45:00.000+0000","2019072020","2019-07-20T20:45:00.000+0000","2019072019","2019072018","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2019-07-20T11:51:00","FM-15","7","0.0",null,"2019-07-20T19:51:00.000+0000","2019072019",59,74,65,29.93,330,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2019-07-20T13:53:00","FM-15","7","0.0",null,"2019-07-20T19:53:00.000+0000",76,95,81,28.73,210,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,29,6,"2019-06-29","DL",19790,"DL","N951DN",1181,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13342,1334207,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,1338,1334,-4,0,0,-1,"1300-1359",7,1341,1413,7,1435,1420,-15,0,0,-1,"1400-1459",0,null,0,117,106,92,1,669,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",248383,"2019-06-29T17:38:00.000+0000","2019062915","2019-06-29T15:38:00.000+0000","2019062914","2019062913","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-06-29T09:52:00","FM-15","7","0.0",null,"2019-06-29T14:52:00.000+0000","2019062914",68,82,73,29.11,70,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL INTERNATIONAL AIRPORT, WI US","204.2","42.955","-87.9044","2019-06-29T08:52:00","FM-15","7","0.0",null,"2019-06-29T14:52:00.000+0000",67,78,71,29.37,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,9,2,"2019-04-09","OO",20304,"OO","N423SW",5831,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,13158,1315805,33158,"MAF","Midland/Odessa, TX","TX",48,"Texas",74,755,747,-8,0,0,-1,"0700-0759",18,805,1019,6,1044,1025,-19,0,0,-2,"1000-1059",0,null,0,109,98,74,1,563,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",248773,"2019-04-09T13:55:00.000+0000","2019040911","2019-04-09T11:55:00.000+0000","2019040910","2019040909","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-04-09T04:53:00","FM-15","7","0.0",null,"2019-04-09T11:53:00.000+0000","2019040911",26,53,41,24.5,200,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMAF","MAF","Midland International Airport","Midland","Texas","US",2871,31.9424991608,-102.202003479,"America/Chicago","72265023023","MIDLAND INTERNATIONAL AIRPORT, TX US","872.3","31.9475","-102.2086","2019-04-09T05:53:00","FM-15","7","0.0",null,"2019-04-09T11:53:00.000+0000",35,61,48,26.98,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,3,2,"2015-02-03","AA",19805,"AA","N5DFAA",2461,11298,1129803,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1555,1551,-4,0,0,-1,"1500-1559",19,1610,1658,5,1718,1703,-15,0,0,-1,"1700-1759",0,null,0,203,192,168,1,1235,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",250818,"2015-02-03T21:55:00.000+0000","2015020319","2015-02-03T19:55:00.000+0000","2015020318","2015020317","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-02-03T13:53:00","FM-15","7","0.0",null,"2015-02-03T19:53:00.000+0000","2015020319",28,51,41,29.55,180,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-02-03T11:53:00","FM-15","7","0.0","BC:3 FG:2 BR:1 |FG |","2015-02-03T19:53:00.000+0000",55,60,57,29.73,260,9,3,"BC:3 FG:2 BR:1 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1],[1,2,20,5,"2015-02-20","UA",19977,"UA","N407UA",205,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,645,638,-7,0,0,-1,"0600-0659",13,651,1431,9,1509,1440,-29,0,0,-2,"1500-1559",0,null,0,324,302,280,1,2402,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",250984,"2015-02-20T14:45:00.000+0000","2015022012","2015-02-20T12:45:00.000+0000","2015022011","2015022010","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-02-20T03:53:00","FM-15","7","0.0","FG:2 |FG |","2015-02-20T11:53:00.000+0000","2015022011",47,48,48,29.81,0,0,0.5,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-02-20T06:51:00","FM-15","7","0.0",null,"2015-02-20T11:51:00.000+0000",-16,1,-1,30.15,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,31,7,"2015-05-31","OO",20304,"OO","N912SW",6301,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,11603,1160302,31603,"EUG","Eugene, OR","OR",41,"Oregon",92,1811,1808,-3,0,0,-1,"1800-1859",23,1831,1932,3,1950,1935,-15,0,0,-1,"1900-1959",0,null,0,99,87,61,1,451,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",251301,"2015-06-01T01:11:00.000+0000","2015053123","2015-05-31T23:11:00.000+0000","2015053122","2015053121","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-05-31T14:56:00","FM-15","7","0.0",null,"2015-05-31T22:56:00.000+0000","2015053122",49,64,56,29.91,280,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","107.6","44.1278","-123.2206","2015-05-31T14:54:00","FM-15","7","0.0",null,"2015-05-31T22:54:00.000+0000",58,82,67,29.36,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,20,1,"2021-09-20 00:00:00","9E",20363,"9E","N314PQ",5204,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,10792,1079206,30792,"BUF","Buffalo, NY","NY",36,"New York",22,1607,1606,-1,0,0,-1,"1600-1659",25,1631,1712,10,1713,1722,9,9,0,0,"1700-1759",0,null,0,66,76,41,1,241,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",252469,"2021-09-20T20:07:00.000+0000","2021092018","2021-09-20T18:07:00.000+0000","2021092017","2021092016","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-09-20T12:53:00","FM-15","7","0.0",null,"2021-09-20T17:53:00.000+0000","2021092017",66,79,70,29.36,170,13,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","216.2","42.93998","-78.73606","2021-09-20T12:54:00","FM-15","7","0.0",null,"2021-09-20T17:54:00.000+0000",62,81,69,29.41,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,5,7,"2021-09-05 00:00:00","9E",20363,"9E","N301PQ",5299,15249,1524906,35249,"TLH","Tallahassee, FL","FL",12,"Florida",33,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,730,727,-3,0,0,-1,"0700-0759",8,735,819,4,837,823,-14,0,0,-1,"0800-0859",0,null,0,67,56,44,1,223,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York",252473,"2021-09-05T11:30:00.000+0000","2021090509","2021-09-05T09:30:00.000+0000","2021090508","2021090507","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","17.1","30.39354","-84.35136","2021-09-05T03:53:00","FM-15","7","0.0",null,"2021-09-05T08:53:00.000+0000","2021090508",65,69,66,29.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-09-05T03:52:00","FM-15","7","0.0",null,"2021-09-05T08:52:00.000+0000",57,65,60,28.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,2,5,"2021-04-02 00:00:00","G4",20368,"G4","230NV",1001,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,10849,1084907,30849,"BZN","Bozeman, MT","MT",30,"Montana",84,815,814,-1,0,0,-1,"0800-0859",13,827,1046,4,1100,1050,-10,0,0,-1,"1100-1159",0,null,0,225,216,199,1,1435,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",253200,"2021-04-02T13:15:00.000+0000","2021040211","2021-04-02T11:15:00.000+0000","2021040210","2021040209","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-04-02T04:53:00","FM-15","7","0.0",null,"2021-04-02T10:53:00.000+0000","2021040210",18,31,27,29.86,40,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-04-02T03:56:00","FM-15","7","0.0",null,"2021-04-02T10:56:00.000+0000",18,35,29,25.39,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,12,1,"2021-04-12 00:00:00","OO",20304,"OO","N779SK",5344,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11066,1106606,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,1007,1005,-2,0,0,-1,"1000-1059",20,1025,1438,8,1502,1446,-16,0,0,-2,"1500-1559",0,null,0,175,161,133,1,1154,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",253483,"2021-04-12T16:07:00.000+0000","2021041214","2021-04-12T14:07:00.000+0000","2021041213","2021041212","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-04-12T06:53:00","FM-15","7","0.0",null,"2021-04-12T13:53:00.000+0000","2021041213",18,31,26,24.63,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","246.8","39.99068","-82.87703","2021-04-12T08:51:00","FM-15","7","0.0",null,"2021-04-12T13:51:00.000+0000",45,52,48,28.83,250,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,7,5,"2021-05-07 00:00:00","9E",20363,"9E","N336PQ",5276,10868,1086803,30868,"CAE","Columbia, SC","SC",45,"South Carolina",37,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1200,1151,-9,0,0,-1,"1200-1259",19,1210,1253,9,1308,1302,-6,0,0,-1,"1300-1359",0,null,0,68,71,43,1,192,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCAE","CAE","Columbia Metropolitan Airport","Columbia","South Carolina","US",236,33.9388008118,-81.1194992065,"America/New_York",254472,"2021-05-07T16:00:00.000+0000","2021050714","2021-05-07T14:00:00.000+0000","2021050713","2021050712","72310013883","COLUMBIA METROPOLITAN AIRPORT, SC US","68.3","33.94225","-81.11802","2021-05-07T08:56:00","FM-15","7","0.0",null,"2021-05-07T13:56:00.000+0000","2021050713",45,65,54,29.69,300,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-05-07T08:52:00","FM-15","7","0.0",null,"2021-05-07T13:52:00.000+0000",44,57,50,29,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,2,7,"2021-05-02 00:00:00","AA",19805,"AA","N341RW",678,10529,1052906,30529,"BDL","Hartford, CT","CT",9,"Connecticut",11,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,615,609,-6,0,0,-1,"0600-0659",13,622,858,7,933,905,-28,0,0,-2,"0900-0959",0,null,0,198,176,156,1,1194,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",254489,"2021-05-02T10:15:00.000+0000","2021050208","2021-05-02T08:15:00.000+0000","2021050207","2021050206","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","51.6","41.93742","-72.68202","2021-05-02T02:51:00","FM-15","7","0.0",null,"2021-05-02T07:51:00.000+0000","2021050207",34,50,43,29.55,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-05-02T02:53:00","FM-15","7","0.0",null,"2021-05-02T07:53:00.000+0000",68,76,71,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,13,1,"2020-04-13 00:00:00","WN",19393,"WN","N8543Z",3150,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,2200,2217,17,17,1,1,"2200-2259",6,2223,47,3,35,50,15,15,1,1,"0001-0559",0,null,0,155,153,144,1,937,4,15,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",256312,"2020-04-14T03:00:00.000+0000","2020041401","2020-04-14T01:00:00.000+0000","2020041400","2020041323","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2020-04-13T18:53:00","FM-15","7","0.0",null,"2020-04-14T00:53:00.000+0000","2020041400",11,39,30,29.44,290,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2020-04-13T18:53:00","FM-15","7","0.0",null,"2020-04-14T00:53:00.000+0000",47,66,56,29.96,30,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,28,4,"2020-05-28 00:00:00","OO",20304,"OO","N768SK",3047,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,14457,1445702,34457,"RAP","Rapid City, SD","SD",46,"South Dakota",67,820,813,-7,0,0,-1,"0800-0859",25,838,922,4,952,926,-26,0,0,-2,"0900-0959",0,null,0,152,133,104,1,780,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",256828,"2020-05-28T13:20:00.000+0000","2020052811","2020-05-28T11:20:00.000+0000","2020052810","2020052809","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2020-05-28T04:51:00","FM-15","7","0.0",null,"2020-05-28T10:51:00.000+0000","2020052810",65,70,67,29.15,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.2","44.04584","-103.05443","2020-05-28T03:52:00","FM-15","7","0.0",null,"2020-05-28T10:52:00.000+0000",45,51,48,26.93,340,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,19,1,"2015-10-19","DL",19790,"DL","N916DE",2431,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,11481,1148102,31481,"ECP","Panama City, FL","FL",12,"Florida",33,1959,1958,-1,0,0,-1,"1900-1959",12,2010,1949,4,2007,1953,-14,0,0,-1,"2000-2059",0,null,0,68,55,39,1,240,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",258230,"2015-10-19T23:59:00.000+0000","2015101921","2015-10-19T21:59:00.000+0000","2015101920","2015101919","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-10-19T16:52:00","FM-15","7","0.0",null,"2015-10-19T21:52:00.000+0000","2015101921",34,62,49,29.27,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KECP","ECP","Northwest Florida Beaches International Airport","Panama City Beach","Florida","US",69,30.3417,-85.7973,"America/New_York","72073573805","NORTHWEST FLORIDA BEACHES INTERNATIONAL AIRPORT, FL US","17.4","30.349","-85.788","2015-10-19T16:53:00","FM-15","7","0.0",null,"2015-10-19T21:53:00.000+0000",47,70,57,30.16,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,20,2,"2015-10-20","AA",19805,"AA","N3GGAA",1133,14262,1426204,34262,"PSP","Palm Springs, CA","CA",6,"California",91,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1115,1108,-7,0,0,-1,"1100-1159",14,1122,1642,10,1719,1652,-27,0,0,-2,"1700-1759",0,null,0,244,224,200,1,1651,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPSP","PSP","Palm Springs International Airport","Palm Springs","California","US",477,33.82970047,-116.5070037842,"America/Los_Angeles",258600,"2015-10-20T18:15:00.000+0000","2015102016","2015-10-20T16:15:00.000+0000","2015102015","2015102014","72286893138","PALM SPRINGS ASOS, CA US","124.7","33.8222","-116.5043","2015-10-20T07:53:00","FM-15","7","0.0",null,"2015-10-20T15:53:00.000+0000","2015102015",52,73,61,29.37,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-10-20T09:51:00","FM-15","7","0.0",null,"2015-10-20T15:51:00.000+0000",38,65,52,29.38,230,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,17,2,"2015-02-17","US",20355,"US","N654AW",597,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14831,1483103,32457,"SJC","San Jose, CA","CA",6,"California",91,1435,1555,80,80,1,5,"1400-1459",10,1605,1629,3,1530,1632,62,62,1,4,"1500-1559",0,null,0,115,97,84,1,621,3,25,0,0,0,37,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",259318,"2015-02-17T21:35:00.000+0000","2015021719","2015-02-17T19:35:00.000+0000","2015021718","2015021717","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-02-17T11:51:00","FM-15","7","0.0",null,"2015-02-17T18:51:00.000+0000","2015021718",15,70,47,28.95,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-02-17T10:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2015-02-17T18:53:00.000+0000",50,55,52,30.11,110,7,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,1,7,"2015-11-01","NK",20416,"NK","N619NK",847,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,830,824,-6,0,0,-1,"0800-0859",16,840,952,18,1002,1010,8,8,0,0,"1000-1059",0,null,0,152,166,132,1,733,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",261441,"2015-11-01T13:30:00.000+0000","2015110111","2015-11-01T11:30:00.000+0000","2015110110","2015110109","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-11-01T05:51:00","FM-15","7","0.0",null,"2015-11-01T10:51:00.000+0000","2015110110",46,55,50,29.92,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-11-01T04:51:00","FM-15","7","0.0",null,"2015-11-01T10:51:00.000+0000",43,46,45,29.07,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,25,2,"2019-06-25","DL",19790,"DL","N344DN",3052,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,800,801,1,1,0,0,"0800-0859",14,815,1317,5,1332,1322,-10,0,0,-1,"1300-1359",0,null,0,212,201,182,1,1532,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",261850,"2019-06-25T15:00:00.000+0000","2019062513","2019-06-25T13:00:00.000+0000","2019062512","2019062511","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2019-06-25T04:51:00","FM-15","7","0.0",null,"2019-06-25T12:51:00.000+0000","2019062512",57,64,60,29.85,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2019-06-25T06:53:00","FM-15","7","0.0",null,"2019-06-25T12:53:00.000+0000",55,68,60,28.82,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,25,4,"2019-07-25","WN",19393,"WN","N248WN",2475,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,13796,1379608,32457,"OAK","Oakland, CA","CA",6,"California",91,2110,2104,-6,0,0,-1,"2100-2159",17,2121,2211,5,2225,2216,-9,0,0,-1,"2200-2259",0,null,0,75,72,50,1,337,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",261926,"2019-07-26T04:10:00.000+0000","2019072602","2019-07-26T02:10:00.000+0000","2019072601","2019072600","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2019-07-25T17:53:00","FM-15","7","0.0",null,"2019-07-26T01:53:00.000+0000","2019072601",60,74,65,29.56,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2019-07-25T17:53:00","FM-15","7","0.0",null,"2019-07-26T01:53:00.000+0000",54,64,58,29.83,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,23,4,"2020-01-23 00:00:00","MQ",20398,"MQ","N246NN",3730,13230,1323002,32070,"MDT","Harrisburg, PA","PA",42,"Pennsylvania",23,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,630,622,-8,0,0,-1,"0600-0659",39,701,906,10,924,916,-8,0,0,-1,"0900-0959",0,null,0,234,234,185,1,1231,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMDT","MDT","Harrisburg International Airport","Harrisburg","Pennsylvania","US",310,40.1935005188,-76.7633972168,"America/New_York",263754,"2020-01-23T11:30:00.000+0000","2020012309","2020-01-23T09:30:00.000+0000","2020012308","2020012307","72399014711","MIDDLETOWN HARRISBURG INTERNATIONAL AIRPORT, PA US","95.1","40.1962","-76.7724","2020-01-23T03:56:00","FM-15","7","0.0",null,"2020-01-23T08:56:00.000+0000","2020012308",15,19,18,30.05,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-01-23T03:22:00","FM-16","7","0.0","-RA:02 BR:1 |s RA s |RA s","2020-01-23T09:22:00.000+0000",46,46,46,29.24,60,6,0.25,"-RA:02 BR:1 ","s RA s ","RA s",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,8,3,"2020-01-08 00:00:00","OO",20304,"OO","N925SW",5425,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,13891,1389101,32575,"ONT","Ontario, CA","CA",6,"California",91,1710,1720,10,10,0,0,"1700-1759",13,1733,1828,3,1839,1831,-8,0,0,-1,"1800-1859",0,null,0,89,71,55,1,363,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",263896,"2020-01-09T01:10:00.000+0000","2020010823","2020-01-08T23:10:00.000+0000","2020010822","2020010821","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2020-01-08T14:56:00","FM-15","7","0.0",null,"2020-01-08T22:56:00.000+0000","2020010822",44,54,49,30.08,270,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","289.3","34.05611","-117.60028","2020-01-08T14:53:00","FM-15","7","0.0",null,"2020-01-08T22:53:00.000+0000",44,61,52,28.95,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,16,7,"2019-06-16","MQ",20398,"MQ","N673AE",3820,11193,1119302,33105,"CVG","Cincinnati, OH","KY",21,"Kentucky",52,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,1805,2023,138,138,1,9,"1800-1859",10,2033,2247,5,2044,2252,128,128,1,8,"2000-2059",0,null,0,159,149,134,1,948,4,56,0,0,0,72,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York",264841,"2019-06-16T22:05:00.000+0000","2019061620","2019-06-16T20:05:00.000+0000","2019061619","2019061618","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2019-06-16T14:52:00","FM-15","7","0.0",null,"2019-06-16T19:52:00.000+0000","2019061619",70,78,73,28.96,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2019-06-16T14:53:00","FM-15","7","0.04","-RA:02 |RA |RA","2019-06-16T19:53:00.000+0000",70,76,72,30.03,140,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,17,4,"2019-10-17","YX",20452,"YX","N110HQ",4540,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,1144,1222,38,38,1,2,"1100-1159",23,1245,1326,6,1248,1332,44,44,1,2,"1200-1259",0,null,0,64,70,41,1,198,1,33,0,6,0,5,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",265424,"2019-10-17T15:44:00.000+0000","2019101713","2019-10-17T13:44:00.000+0000","2019101712","2019101711","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2019-10-17T07:54:00","FM-15","7","0.0",null,"2019-10-17T12:54:00.000+0000","2019101712",37,54,46,29.45,260,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2019-10-17T07:54:00","FM-15","7","0.0",null,"2019-10-17T12:54:00.000+0000",38,51,45,29.54,270,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,27,7,"2019-01-27","OO",20304,"OO","N438SW",4105,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,10431,1043105,30431,"AVL","Asheville, NC","NC",37,"North Carolina",36,1433,1429,-4,0,0,-1,"1400-1459",14,1443,1514,5,1535,1519,-16,0,0,-2,"1500-1559",0,null,0,62,50,31,1,164,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",265655,"2019-01-27T19:33:00.000+0000","2019012717","2019-01-27T17:33:00.000+0000","2019012716","2019012715","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-01-27T11:52:00","FM-15","7","0.0",null,"2019-01-27T16:52:00.000+0000","2019012716",32,49,42,29.02,270,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York","72315003812","ASHEVILLE AIRPORT, NC US","645.3","35.4319","-82.5375","2019-01-27T11:54:00","FM-15","7","0.0",null,"2019-01-27T16:54:00.000+0000",28,40,35,27.79,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,14,1,"2016-03-14","DL",19790,"DL","N697DL",1789,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,2106,2100,-6,0,0,-1,"2100-2159",17,2117,2335,35,6,10,4,4,0,0,"0001-0559",0,null,0,180,190,138,1,1127,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",266920,"2016-03-15T01:06:00.000+0000","2016031423","2016-03-14T23:06:00.000+0000","2016031422","2016031421","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2016-03-14T17:53:00","FM-15","7","0.0",null,"2016-03-14T22:53:00.000+0000","2016031422",53,61,57,28.95,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2016-03-14T17:53:00","FM-15","7","0.0",null,"2016-03-14T22:53:00.000+0000",68,79,72,29.96,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,30,3,"2016-03-30","WN",19393,"WN","N263WN",4318,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1155,1201,6,6,0,0,"1100-1159",19,1220,1441,7,1415,1448,33,33,1,2,"1400-1459",0,null,0,200,227,201,1,1184,5,0,0,27,0,6,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",267153,"2016-03-30T15:55:00.000+0000","2016033013","2016-03-30T13:55:00.000+0000","2016033012","2016033011","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2016-03-30T08:52:00","FM-15","7","0.0",null,"2016-03-30T13:52:00.000+0000","2016033013",22,49,39,30.34,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2016-03-30T07:53:00","FM-15","7","0.0",null,"2016-03-30T13:53:00.000+0000",66,71,68,29.25,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,12,4,"2021-08-12 00:00:00","WN",19393,"WN","N8668A",321,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,645,719,34,34,1,2,"0600-0659",10,729,754,7,740,801,21,21,1,1,"0700-0759",0,null,0,115,102,85,1,577,3,21,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",268100,"2021-08-12T10:45:00.000+0000","2021081208","2021-08-12T08:45:00.000+0000","2021081207","2021081206","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-08-12T02:52:00","FM-15","7","0.0",null,"2021-08-12T07:52:00.000+0000","2021081207",70,71,70,29.69,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-08-12T02:41:00","FM-16","7","0.0",null,"2021-08-12T08:41:00.000+0000",71,81,74,29.18,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,18,3,"2021-08-18 00:00:00","WN",19393,"WN","N913WN",6112,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1725,1809,44,44,1,2,"1700-1759",17,1826,2113,5,2045,2118,33,33,1,2,"2000-2059",0,null,0,140,129,107,1,861,4,4,0,0,0,29,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",268169,"2021-08-18T22:25:00.000+0000","2021081820","2021-08-18T20:25:00.000+0000","2021081819","2021081818","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-08-18T13:53:00","FM-15","7","0.0",null,"2021-08-18T19:53:00.000+0000","2021081819",66,85,72,29.41,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-08-18T14:54:00","FM-15","7","0.0",null,"2021-08-18T19:54:00.000+0000",67,86,73,30.13,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,23,1,"2020-03-23 00:00:00","OH",20397,"OH","N708PS",5611,11193,1119302,33105,"CVG","Cincinnati, OH","KY",21,"Kentucky",52,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,1816,1850,34,34,1,2,"1800-1859",16,1906,2024,8,1954,2032,38,38,1,2,"1900-1959",0,null,0,98,102,78,1,507,3,0,0,4,0,34,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York",269482,"2020-03-23T22:16:00.000+0000","2020032320","2020-03-23T20:16:00.000+0000","2020032319","2020032318","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","269.1","39.0444","-84.6724","2020-03-23T14:52:00","FM-15","7","0.0",null,"2020-03-23T19:52:00.000+0000","2020032319",38,54,46,29.15,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2020-03-23T15:07:00","FM-16","7","0.01","-RA:02 BR:1 |RA |RA","2020-03-23T20:07:00.000+0000",42,45,44,29.99,30,13,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,9,1,"2020-03-09 00:00:00","OO",20304,"OO","N715SK",3144,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,11603,1160302,31603,"EUG","Eugene, OR","OR",41,"Oregon",92,1336,1331,-5,0,0,-1,"1300-1359",25,1356,1619,3,1618,1622,4,4,0,0,"1600-1659",0,null,0,162,171,143,1,952,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",269489,"2020-03-09T20:36:00.000+0000","2020030918","2020-03-09T18:36:00.000+0000","2020030917","2020030916","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2020-03-09T10:51:00","FM-15","7","0.0",null,"2020-03-09T17:51:00.000+0000","2020030917",45,68,56,28.97,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","107.6","44.1278","-123.2206","2020-03-09T09:54:00","FM-15","7","0.0","BR:1 ||","2020-03-09T17:54:00.000+0000",37,39,38,29.85,330,3,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,7,6,"2020-03-07 00:00:00","UA",19977,"UA","N492UA",1262,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,900,850,-10,0,0,-1,"0900-0959",13,903,946,12,1015,958,-17,0,0,-2,"1000-1059",0,null,0,135,128,103,1,775,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",269593,"2020-03-07T15:00:00.000+0000","2020030713","2020-03-07T13:00:00.000+0000","2020030712","2020030711","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2020-03-07T06:53:00","FM-15","7","0.0",null,"2020-03-07T12:53:00.000+0000","2020030712",42,46,44,29.85,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-03-07T05:53:00","FM-15","7","0.0",null,"2020-03-07T12:53:00.000+0000",20,41,33,24.58,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,16,6,"2021-10-16 00:00:00","UA",19977,"UA","N38454",1671,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1051,1050,-1,0,0,-1,"1000-1059",13,1103,1621,11,1650,1632,-18,0,0,-2,"1600-1659",0,null,0,239,222,198,1,1721,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",269761,"2021-10-16T17:51:00.000+0000","2021101615","2021-10-16T15:51:00.000+0000","2021101614","2021101613","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-10-16T06:53:00","FM-15","7","0.0",null,"2021-10-16T14:53:00.000+0000","2021101614",44,57,50,29.55,140,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-10-16T09:51:00","FM-15","7","0.0",null,"2021-10-16T15:51:00.000+0000",38,53,46,29.29,300,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,27,5,"2021-08-27 00:00:00","QX",19687,"QX","N633QX",2525,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,11540,1154005,30615,"ELP","El Paso, TX","TX",48,"Texas",74,1242,1240,-2,0,0,-1,"1200-1259",16,1256,1707,16,1700,1723,23,23,1,1,"1700-1759",0,null,0,198,223,191,1,1368,6,0,0,23,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",270876,"2021-08-27T19:42:00.000+0000","2021082717","2021-08-27T17:42:00.000+0000","2021082716","2021082715","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-08-27T08:53:00","FM-15","7","0.0",null,"2021-08-27T16:53:00.000+0000","2021082716",55,61,58,29.68,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1202.1","31.81234","-106.37737","2021-08-27T09:51:00","FM-15","7","0.0",null,"2021-08-27T16:51:00.000+0000",57,84,67,26.06,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,5,7,"2021-12-05 00:00:00","G4",20368,"G4","218NV",2386,14761,1476107,34761,"SFB","Sanford, FL","FL",12,"Florida",33,15380,1538005,35380,"TVC","Traverse City, MI","MI",26,"Michigan",43,700,651,-9,0,0,-1,"0700-0759",9,700,927,6,948,933,-15,0,0,-1,"0900-0959",0,null,0,168,162,147,1,1126,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSFB","SFB","Orlando Sanford International Airport","Orlando","Florida","US",55,28.7775993347,-81.2375030518,"America/New_York",271667,"2021-12-05T12:00:00.000+0000","2021120510","2021-12-05T10:00:00.000+0000","2021120509","2021120508","72205712854","ORLANDO SANFORD AIRPORT, FL US","14.9","28.77951","-81.24356","2021-12-05T04:53:00","FM-15","7","0.0",null,"2021-12-05T09:53:00.000+0000","2021120509",56,59,57,30.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","185.2","44.73895","-85.5679","2021-12-05T04:53:00","FM-15","7","0.0",null,"2021-12-05T09:53:00.000+0000",20,28,25,29.54,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,15,3,"2021-12-15 00:00:00","YX",20452,"YX","N130HQ",4674,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1231,1222,-9,0,0,-1,"1200-1259",14,1236,1502,7,1515,1509,-6,0,0,-1,"1500-1559",0,null,0,104,107,86,1,562,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",271873,"2021-12-15T18:31:00.000+0000","2021121516","2021-12-15T16:31:00.000+0000","2021121515","2021121514","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-12-15T09:53:00","FM-15","7","0.0",null,"2021-12-15T15:53:00.000+0000","2021121515",34,62,49,29.7,190,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-12-15T10:52:00","FM-15","7","0.0",null,"2021-12-15T15:52:00.000+0000",37,51,45,30.49,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,24,5,"2016-06-24","AA",19805,"AA","N881AA",29,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1219,1216,-3,0,0,-1,"1200-1259",19,1235,1524,7,1532,1531,-1,0,0,-1,"1500-1559",0,null,0,193,195,169,1,1258,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",274013,"2016-06-24T16:19:00.000+0000","2016062414","2016-06-24T14:19:00.000+0000","2016062413","2016062412","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2016-06-24T08:53:00","FM-15","7","0.0",null,"2016-06-24T13:53:00.000+0000","2016062413",74,86,78,30.09,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2016-06-24T08:54:00","FM-15","7","0.0",null,"2016-06-24T13:54:00.000+0000",49,70,58,30.05,60,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,25,2,"2020-02-25 00:00:00","9E",20363,"9E","N367CA",5337,14098,1409803,33667,"PHF","Newport News/Williamsburg, VA","VA",51,"Virginia",38,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1713,1706,-7,0,0,-1,"1700-1759",11,1717,1853,11,1915,1904,-11,0,0,-1,"1900-1959",0,null,0,122,118,96,1,508,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPHF","PHF","Newport News Williamsburg International Airport","Newport News","Virginia","US",42,37.13190079,-76.49299622,"America/New_York",274583,"2020-02-25T22:13:00.000+0000","2020022520","2020-02-25T20:13:00.000+0000","2020022519","2020022518","72308693741","NEWPORT NEWS INTERNATIONAL AIRPORT, VA US","12.8","37.13194","-76.49306","2020-02-25T15:10:00","FM-16","7","0.0",null,"2020-02-25T20:10:00.000+0000","2020022520",56,62,59,29.72,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-02-25T14:52:00","FM-15","7","0.0",null,"2020-02-25T19:52:00.000+0000",52,68,59,28.72,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,20,7,"2021-06-20 00:00:00","OO",20304,"OO","N160SY",5736,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,800,753,-7,0,0,-1,"0800-0859",20,813,855,7,909,902,-7,0,0,-1,"0900-0959",0,null,0,129,129,102,1,599,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",274919,"2021-06-20T14:00:00.000+0000","2021062012","2021-06-20T12:00:00.000+0000","2021062011","2021062010","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-06-20T04:54:00","FM-15","7","0.0",null,"2021-06-20T11:54:00.000+0000","2021062011",37,71,53,25.61,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-06-20T03:56:00","FM-15","7","0.0",null,"2021-06-20T11:56:00.000+0000",51,59,55,29.76,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,9,4,"2017-11-09","NK",20416,"NK","N619NK",407,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,11298,1129805,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1840,1831,-9,0,0,-1,"1800-1859",10,1841,1955,5,2031,2000,-31,0,0,-2,"2000-2059",0,null,0,171,149,134,1,985,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",276153,"2017-11-09T23:40:00.000+0000","2017110921","2017-11-09T21:40:00.000+0000","2017110920","2017110919","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2017-11-09T15:53:00","FM-15","7","0.0",null,"2017-11-09T20:53:00.000+0000","2017110920",65,81,71,29.85,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-11-09T14:53:00","FM-15","7","0.0",null,"2017-11-09T20:53:00.000+0000",43,56,50,29.58,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,28,5,"2020-02-28 00:00:00","AA",19805,"AA","N998AN",2401,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1834,1832,-2,0,0,-1,"1800-1859",15,1847,2135,4,2158,2139,-19,0,0,-2,"2100-2159",0,null,0,144,127,108,1,929,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",277220,"2020-02-29T00:34:00.000+0000","2020022822","2020-02-28T22:34:00.000+0000","2020022821","2020022820","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-02-28T15:53:00","FM-15","7","0.0",null,"2020-02-28T21:53:00.000+0000","2020022821",27,66,48,29.64,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2020-02-28T16:53:00","FM-15","7","0.0",null,"2020-02-28T21:53:00.000+0000",39,60,50,30.23,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,21,7,"2021-11-21 00:00:00","WN",19393,"WN","N8694E",31,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1735,1810,35,35,1,2,"1700-1759",16,1826,1942,9,1910,1951,41,41,1,2,"1900-1959",0,null,0,95,101,76,1,507,3,35,0,6,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",278404,"2021-11-22T00:35:00.000+0000","2021112122","2021-11-21T22:35:00.000+0000","2021112121","2021112120","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-11-21T14:51:00","FM-15","7","0.0",null,"2021-11-21T21:51:00.000+0000","2021112121",25,81,54,28.89,30,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-11-21T14:54:00","FM-15","7","0.0",null,"2021-11-21T21:54:00.000+0000",32,46,40,26.15,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,1,2,"2020-12-01 00:00:00","OO",20304,"OO","N182SY",3321,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,10713,1071302,30713,"BOI","Boise, ID","ID",16,"Idaho",83,1940,1929,-11,0,0,-1,"1900-1959",11,1940,2217,7,2239,2224,-15,0,0,-1,"2200-2259",0,null,0,119,115,97,1,674,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",279476,"2020-12-02T03:40:00.000+0000","2020120201","2020-12-02T01:40:00.000+0000","2020120200","2020120123","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2020-12-01T16:53:00","FM-15","7","0.0",null,"2020-12-02T00:53:00.000+0000","2020120200",50,61,55,29.66,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","857.7","43.5666","-116.2405","2020-12-01T17:53:00","FM-15","7","0.0",null,"2020-12-02T00:53:00.000+0000",25,35,31,27.45,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,17,3,"2021-03-17 00:00:00","YV",20378,"YV","N909FJ",5740,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,15412,1541205,35412,"TYS","Knoxville, TN","TN",47,"Tennessee",54,1700,1655,-5,0,0,-1,"1700-1759",39,1734,2006,25,2005,2031,26,26,1,1,"2000-2059",0,null,0,125,156,92,1,771,4,0,0,26,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",281131,"2021-03-17T22:00:00.000+0000","2021031720","2021-03-17T20:00:00.000+0000","2021031719","2021031718","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-03-17T13:53:00","FM-15","7","0.0",null,"2021-03-17T19:53:00.000+0000","2021031719",38,64,51,29.07,260,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York","72326013891","KNOXVILLE AIRPORT, TN US","295.8","35.81801","-83.98573","2021-03-17T14:53:00","FM-15","7","0.01",null,"2021-03-17T19:53:00.000+0000",58,62,60,28.89,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,1,1,"2021-03-01 00:00:00","B6",20409,"B6","N273JB",1142,14027,1402702,34027,"PBI","West Palm Beach/Palm Beach, FL","FL",12,"Florida",33,10529,1052906,30529,"BDL","Hartford, CT","CT",9,"Connecticut",11,1000,1056,56,56,1,3,"1000-1059",15,1111,1330,5,1244,1335,51,51,1,3,"1200-1259",0,null,0,164,159,139,1,1133,5,51,0,0,0,0,950,21,21,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York",281373,"2021-03-01T15:00:00.000+0000","2021030113","2021-03-01T13:00:00.000+0000","2021030112","2021030111","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","3.5","26.6851","-80.09918","2021-03-01T07:53:00","FM-15","7","0.0",null,"2021-03-01T12:53:00.000+0000","2021030112",69,77,72,30.1,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","51.6","41.93742","-72.68202","2021-03-01T07:51:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-03-01T12:51:00.000+0000",35,36,36,29.44,0,0,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,14,6,"2020-11-14 00:00:00","OO",20304,"OO","N448SW",4241,14113,1411302,34113,"PIH","Pocatello, ID","ID",16,"Idaho",83,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,640,629,-11,0,0,-1,"0600-0659",11,640,709,11,735,720,-15,0,0,-1,"0700-0759",0,null,0,55,51,29,1,150,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPIH","PIH","Pocatello Regional Airport","Pocatello","Idaho","US",4452,42.9098014832,-112.5960006714,"America/Denver",281906,"2020-11-14T13:40:00.000+0000","2020111411","2020-11-14T11:40:00.000+0000","2020111410","2020111409","72578024156","POCATELLO REGIONAL AIRPORT, ID US","1357.0","42.9202","-112.5711","2020-11-14T04:35:00","FM-16","7","0.0",null,"2020-11-14T11:35:00.000+0000","2020111411",24,31,28,25.32,null,null,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2020-11-14T03:54:00","FM-15","7","0.0",null,"2020-11-14T10:54:00.000+0000",28,38,34,25.67,290,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,16,7,"2020-08-16 00:00:00","DL",19790,"DL","N936AT",399,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12278,1227805,30928,"ICT","Wichita, KS","KS",20,"Kansas",62,1127,1121,-6,0,0,-1,"1100-1159",11,1132,1216,6,1238,1222,-16,0,0,-2,"1200-1259",0,null,0,131,121,104,1,782,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",283296,"2020-08-16T15:27:00.000+0000","2020081613","2020-08-16T13:27:00.000+0000","2020081612","2020081611","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-08-16T07:52:00","FM-15","7","0.0",null,"2020-08-16T12:52:00.000+0000","2020081612",69,75,71,28.87,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","402.6","37.6475","-97.43","2020-08-16T06:53:00","FM-15","7","0.0",null,"2020-08-16T12:53:00.000+0000",62,72,66,28.72,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,2,1,"2015-11-02","B6",20409,"B6","N334JB",1507,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,2130,2127,-3,0,0,-1,"2100-2159",16,2143,2225,5,2249,2230,-19,0,0,-2,"2200-2259",0,null,0,79,63,42,1,228,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",284676,"2015-11-03T02:30:00.000+0000","2015110300","2015-11-03T00:30:00.000+0000","2015110223","2015110222","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-11-02T18:51:00","FM-15","7","0.0",null,"2015-11-02T23:51:00.000+0000","2015110223",48,56,52,30.11,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-11-02T18:52:00","FM-15","7","0.0",null,"2015-11-02T23:52:00.000+0000",47,49,48,29.78,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,4,4,"2017-05-04","AA",19805,"AA","N118AA",2065,12451,1245102,31136,"JAX","Jacksonville, FL","FL",12,"Florida",33,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,845,839,-6,0,0,-1,"0800-0859",26,905,1010,13,1014,1023,9,9,0,0,"1000-1059",0,null,0,89,104,65,1,328,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",284849,"2017-05-04T12:45:00.000+0000","2017050410","2017-05-04T10:45:00.000+0000","2017050409","2017050408","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2017-05-04T04:56:00","FM-15","7","0.0",null,"2017-05-04T09:56:00.000+0000","2017050409",59,60,59,29.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2017-05-04T04:52:00","FM-15","7","0.0",null,"2017-05-04T09:52:00.000+0000",52,62,56,29.2,40,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,16,5,"2020-10-16 00:00:00","WN",19393,"WN","N247WN",6647,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1150,1146,-4,0,0,-1,"1100-1159",12,1158,1305,7,1315,1312,-3,0,0,-1,"1300-1359",0,null,0,85,86,67,1,406,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",287827,"2020-10-16T15:50:00.000+0000","2020101613","2020-10-16T13:50:00.000+0000","2020101612","2020101611","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-10-16T07:52:00","FM-15","7","0.0",null,"2020-10-16T12:52:00.000+0000","2020101612",47,58,52,29.03,330,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2020-10-16T07:53:00","FM-15","7","0.0",null,"2020-10-16T12:53:00.000+0000",69,79,72,30.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,28,1,"2015-12-28","DL",19790,"DL","N915AT",1796,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,1000,959,-1,0,0,-1,"1000-1059",13,1012,1318,5,1340,1323,-17,0,0,-2,"1300-1359",0,null,0,160,144,126,1,1020,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",288473,"2015-12-28T16:00:00.000+0000","2015122814","2015-12-28T14:00:00.000+0000","2015122813","2015122812","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-12-28T07:53:00","FM-15","7","0.0",null,"2015-12-28T13:53:00.000+0000","2015122813",10,16,14,29.44,50,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-12-28T08:51:00","FM-15","7","0.0",null,"2015-12-28T13:51:00.000+0000",26,40,35,30.39,40,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,2,5,"2020-10-02 00:00:00","AA",19805,"AA","N416AN",2437,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,700,707,7,7,0,0,"0700-0759",12,719,1201,7,1200,1208,8,8,0,0,"1200-1259",0,null,0,180,181,162,1,1235,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",289585,"2020-10-02T14:00:00.000+0000","2020100212","2020-10-02T12:00:00.000+0000","2020100211","2020100210","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2020-10-02T03:53:00","FM-15","7","0.0",null,"2020-10-02T11:53:00.000+0000","2020100211",63,67,65,29.52,90,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-10-02T05:53:00","FM-15","7","0.0",null,"2020-10-02T11:53:00.000+0000",40,56,48,29.6,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,1,4,"2020-10-01 00:00:00","YX",20452,"YX","N416YX",4708,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1820,1840,20,20,1,1,"1800-1859",19,1859,2041,6,2040,2047,7,7,0,0,"2000-2059",0,null,0,140,127,102,1,666,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",289797,"2020-10-01T22:20:00.000+0000","2020100120","2020-10-01T20:20:00.000+0000","2020100119","2020100118","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2020-10-01T14:54:00","FM-15","7","0.0",null,"2020-10-01T19:54:00.000+0000","2020100119",48,71,58,29.89,300,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-10-01T14:52:00","FM-15","7","0.0",null,"2020-10-01T19:52:00.000+0000",57,80,66,28.88,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,5,1,"2016-12-05","AA",19805,"AA","N832AA",647,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,13891,1389101,32575,"ONT","Ontario, CA","CA",6,"California",91,1117,1112,-5,0,0,-1,"1100-1159",14,1126,1120,4,1138,1124,-14,0,0,-1,"1100-1159",0,null,0,81,72,54,1,325,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",290414,"2016-12-05T18:17:00.000+0000","2016120516","2016-12-05T16:17:00.000+0000","2016120515","2016120514","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2016-12-05T08:51:00","FM-15","7","0.0",null,"2016-12-05T15:51:00.000+0000","2016120515",25,50,40,28.76,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","289.3","34.05611","-117.60028","2016-12-05T07:53:00","FM-15","7","0.0",null,"2016-12-05T15:53:00.000+0000",36,49,43,29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,25,4,"2015-06-25","AA",19805,"AA","N4YAAA",335,13930,1393003,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1359,1351,-8,0,0,-1,"1300-1359",29,1420,1516,3,1532,1519,-13,0,0,-1,"1500-1559",0,null,0,93,88,56,1,334,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",291282,"2015-06-25T18:59:00.000+0000","2015062516","2015-06-25T16:59:00.000+0000","2015062515","2015062514","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-06-25T10:51:00","FM-15","7","0.0",null,"2015-06-25T16:51:00.000+0000","2015062516",66,77,70,29.23,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-06-25T10:53:00","FM-15","7","0.0",null,"2015-06-25T16:53:00.000+0000",59,78,66,29.11,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,5,3,"2016-10-05","VX",21171,"VX","N851VA",483,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,12892,1289204,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1920,1914,-6,0,0,-1,"1900-1959",18,1932,2015,5,2030,2020,-10,0,0,-1,"2000-2059",0,null,0,70,66,43,1,236,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",291545,"2016-10-06T02:20:00.000+0000","2016100600","2016-10-06T00:20:00.000+0000","2016100523","2016100522","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2016-10-05T15:56:00","FM-15","7","0.0",null,"2016-10-05T23:56:00.000+0000","2016100523",19,81,52,27.52,90,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2016-10-05T15:53:00","FM-15","7","0.0",null,"2016-10-05T23:53:00.000+0000",58,69,62,29.53,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,28,4,"2015-05-28","WN",19393,"WN","N752SW",600,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,550,543,-7,0,0,-1,"0001-0559",16,559,721,5,740,726,-14,0,0,-1,"0700-0759",0,null,0,230,223,202,1,1452,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",294876,"2015-05-28T09:50:00.000+0000","2015052807","2015-05-28T07:50:00.000+0000","2015052806","2015052805","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-05-28T01:52:00","FM-15","7","0.0",null,"2015-05-28T06:52:00.000+0000","2015052806",67,68,67,29.77,200,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-05-27T23:53:00","FM-15","7","0.0",null,"2015-05-28T06:53:00.000+0000",43,58,50,24.6,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,17,7,"2015-05-17","OO",20304,"OO","N982SW",5469,13930,1393003,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,13342,1334205,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,1133,1155,22,22,1,1,"1100-1159",14,1209,1230,4,1221,1234,13,13,0,0,"1200-1259",0,null,0,48,39,21,1,67,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",296864,"2015-05-17T16:33:00.000+0000","2015051714","2015-05-17T14:33:00.000+0000","2015051713","2015051712","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-05-17T07:51:00","FM-15","7","0.0","BR:1 ||","2015-05-17T13:51:00.000+0000","2015051713",66,68,67,29.23,150,15,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.90457","2015-05-17T07:52:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |","2015-05-17T13:52:00.000+0000",61,64,62,29.22,170,17,0.75,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,26,1,"2018-02-26","VX",21171,"VX","N529VA",1715,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,1410,1413,3,3,0,0,"1400-1459",15,1428,1610,3,1610,1613,3,3,0,0,"1600-1659",0,null,0,240,240,222,1,1476,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",298583,"2018-02-26T20:10:00.000+0000","2018022618","2018-02-26T18:10:00.000+0000","2018022617","2018022616","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2018-02-26T11:53:00","FM-15","4","0.0",null,"2018-02-26T17:53:00.000+0000","2018022617",49,59,null,null,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-02-26T09:56:00","FM-15","7","0.0",null,"2018-02-26T17:56:00.000+0000",43,50,47,30.01,280,20,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,20,3,"2019-11-20","YX",20452,"YX","N409YX",4556,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1057,1051,-6,0,0,-1,"1000-1059",16,1107,1415,5,1424,1420,-4,0,0,-1,"1400-1459",0,null,0,147,149,128,1,949,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",301314,"2019-11-20T16:57:00.000+0000","2019112014","2019-11-20T14:57:00.000+0000","2019112013","2019112012","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2019-11-20T08:53:00","FM-15","7","0.0",null,"2019-11-20T14:53:00.000+0000","2019112014",37,54,46,28.82,150,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2019-11-20T09:52:00","FM-15","7","0.0",null,"2019-11-20T14:52:00.000+0000",37,49,44,30,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,23,7,"2018-12-23","OH",20397,"OH","N540EA",5060,14122,1412202,30198,"PIT","Pittsburgh, PA","PA",42,"Pennsylvania",23,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1015,1009,-6,0,0,-1,"1000-1059",11,1020,1126,23,1203,1149,-14,0,0,-1,"1200-1259",0,null,0,108,100,66,1,366,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",301521,"2018-12-23T15:15:00.000+0000","2018122313","2018-12-23T13:15:00.000+0000","2018122312","2018122311","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2018-12-23T07:51:00","FM-15","7","0.0",null,"2018-12-23T12:51:00.000+0000","2018122312",27,29,28,28.79,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-12-23T07:52:00","FM-15","7","0.0",null,"2018-12-23T12:52:00.000+0000",31,33,32,29.36,180,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,12,5,"2018-10-12","AS",19930,"AS","N925VA",1002,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,1715,1709,-6,0,0,-1,"1700-1759",23,1732,2000,22,2020,2022,2,2,0,0,"2000-2059",0,null,0,365,373,328,1,2442,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",301536,"2018-10-12T21:15:00.000+0000","2018101219","2018-10-12T19:15:00.000+0000","2018101218","2018101217","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2018-10-12T13:52:00","FM-15","7","0.0",null,"2018-10-12T18:52:00.000+0000","2018101218",42,65,53,29.72,320,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-10-12T10:56:00","FM-15","7","0.0",null,"2018-10-12T18:56:00.000+0000",56,68,61,29.86,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,14,6,"2018-07-14","YV",20378,"YV","N947LR",5870,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,15376,1537603,30436,"TUS","Tucson, AZ","AZ",4,"Arizona",81,2005,2002,-3,0,0,-1,"2000-2059",14,2016,2038,4,2052,2042,-10,0,0,-1,"2000-2059",0,null,0,47,40,22,1,110,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",302803,"2018-07-15T03:05:00.000+0000","2018071501","2018-07-15T01:05:00.000+0000","2018071500","2018071423","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-07-14T17:51:00","FM-15","7","0.0",null,"2018-07-15T00:51:00.000+0000","2018071500",66,93,74,28.68,340,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","776.9","32.1313","-110.9552","2018-07-14T17:53:00","FM-15","7","0.0",null,"2018-07-15T00:53:00.000+0000",65,84,71,27.34,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,27,4,"2018-12-27","DL",19790,"DL","N354DN",2126,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,556,-4,0,0,-1,"0600-0659",16,612,1240,9,1246,1249,3,3,0,0,"1200-1259",0,null,0,226,233,208,1,1747,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",302996,"2018-12-27T14:00:00.000+0000","2018122712","2018-12-27T12:00:00.000+0000","2018122711","2018122710","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-12-27T03:56:00","FM-15","7","0.0",null,"2018-12-27T11:56:00.000+0000","2018122711",22,39,33,27.59,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-12-27T06:52:00","FM-15","7","0.0",null,"2018-12-27T11:52:00.000+0000",35,47,42,29.18,90,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,31,2,"2018-07-31","AS",19930,"AS","N525VA",1598,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,14262,1426204,34262,"PSP","Palm Springs, CA","CA",6,"California",91,1650,1643,-7,0,0,-1,"1600-1659",21,1704,1812,5,1821,1817,-4,0,0,-1,"1800-1859",0,null,0,91,94,68,1,421,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",304184,"2018-07-31T23:50:00.000+0000","2018073121","2018-07-31T21:50:00.000+0000","2018073120","2018073119","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-07-31T12:56:00","FM-15","7","0.0",null,"2018-07-31T20:56:00.000+0000","2018073120",52,64,57,29.95,300,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSP","PSP","Palm Springs International Airport","Palm Springs","California","US",477,33.82970047,-116.5070037842,"America/Los_Angeles","72286893138","PALM SPRINGS ASOS, CA US","124.7","33.8222","-116.5043","2018-07-31T12:53:00","FM-15","7","0.0",null,"2018-07-31T20:53:00.000+0000",60,109,76,29.37,120,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,23,5,"2018-03-23","9E",20363,"9E","N8980A",3886,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,10785,1078502,30785,"BTV","Burlington, VT","VT",50,"Vermont",16,1010,1004,-6,0,0,-1,"1000-1059",12,1016,1132,4,1150,1136,-14,0,0,-1,"1100-1159",0,null,0,100,92,76,1,537,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",304569,"2018-03-23T14:10:00.000+0000","2018032312","2018-03-23T12:10:00.000+0000","2018032311","2018032310","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2018-03-23T06:53:00","FM-15","7","0.0",null,"2018-03-23T11:53:00.000+0000","2018032311",16,26,23,29.57,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBTV","BTV","Burlington International Airport","Burlington","Vermont","US",335,44.4719009399,-73.1532974243,"America/New_York","72617014742","BURLINGTON INTERNATIONAL AIRPORT, VT US","100.6","44.4683","-73.1499","2018-03-23T06:54:00","FM-15","7","0.0",null,"2018-03-23T11:54:00.000+0000",19,23,22,29.63,80,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,25,7,"2018-03-25","EV",20366,"EV","N615QX",2859,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,15412,1541205,35412,"TYS","Knoxville, TN","TN",47,"Tennessee",54,1020,1011,-9,0,0,-1,"1000-1059",13,1024,1254,3,1327,1257,-30,0,0,-2,"1300-1359",0,null,0,127,106,90,1,771,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",304598,"2018-03-25T15:20:00.000+0000","2018032513","2018-03-25T13:20:00.000+0000","2018032512","2018032511","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2018-03-25T06:53:00","FM-15","7","0.0",null,"2018-03-25T12:53:00.000+0000","2018032512",54,66,59,29.24,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York","72326013891","KNOXVILLE AIRPORT, TN US","293.2","35.8181","-83.9858","2018-03-25T07:53:00","FM-15","7","0.0",null,"2018-03-25T12:53:00.000+0000",40,43,42,28.98,40,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,18,4,"2016-08-18","NK",20416,"NK","N645NK",234,13577,1357702,31135,"MYR","Myrtle Beach, SC","SC",45,"South Carolina",37,11042,1104203,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,1716,1711,-5,0,0,-1,"1700-1759",11,1722,1839,14,1900,1853,-7,0,0,-1,"1900-1959",0,null,0,104,102,77,1,557,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMYR","MYR","Myrtle Beach International Airport","Myrtle Beach","South Carolina","US",25,33.6796989441,-78.9282989502,"America/New_York",307137,"2016-08-18T21:16:00.000+0000","2016081819","2016-08-18T19:16:00.000+0000","2016081818","2016081817","74791013717","MYRTLE BEACH AFB, SC US","7.6","33.68333","-78.93333","2016-08-18T13:45:00","FM-15","7","0.0",null,"2016-08-18T18:45:00.000+0000","2016081818",73,91,78,30.03,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2016-08-18T13:51:00","FM-15","7","0.0",null,"2016-08-18T18:51:00.000+0000",65,83,71,29.24,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,1,7,"2017-10-01","AA",19805,"AA","N3GJAA",2575,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,805,758,-7,0,0,-1,"0800-0859",13,811,1022,34,1048,1056,8,8,0,0,"1000-1059",0,null,0,163,178,131,1,977,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",308853,"2017-10-01T13:05:00.000+0000","2017100111","2017-10-01T11:05:00.000+0000","2017100110","2017100109","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2017-10-01T04:53:00","FM-15","7","0.0",null,"2017-10-01T10:53:00.000+0000","2017100110",61,62,61,29.45,260,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-10-01T04:51:00","FM-15","7","0.0",null,"2017-10-01T10:51:00.000+0000",40,50,45,29.54,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,23,5,"2018-11-23","WN",19393,"WN","N558WN",955,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,2010,2037,27,27,1,1,"2000-2059",9,2046,2253,4,2240,2257,17,17,1,1,"2200-2259",0,null,0,150,140,127,1,925,4,0,0,0,0,17,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",309794,"2018-11-24T01:10:00.000+0000","2018112323","2018-11-23T23:10:00.000+0000","2018112322","2018112321","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2018-11-23T17:53:00","FM-15","7","0.0",null,"2018-11-23T22:53:00.000+0000","2018112322",67,75,70,29.93,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2018-11-23T17:54:00","FM-15","7","0.0",null,"2018-11-23T22:54:00.000+0000",12,31,25,30.27,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,22,7,"2017-10-22","OO",20304,"OO","N797SK",5621,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,14683,1468303,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,2300,2257,-3,0,0,-1,"2300-2359",19,2316,2352,4,2359,2356,-3,0,0,-1,"2300-2359",0,null,0,59,59,36,1,191,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",310708,"2017-10-23T04:00:00.000+0000","2017102302","2017-10-23T02:00:00.000+0000","2017102301","2017102300","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2017-10-22T19:53:00","FM-15","7","0.0",null,"2017-10-23T01:53:00.000+0000","2017102301",60,62,61,30,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2017-10-22T19:51:00","FM-15","7","0.0",null,"2017-10-23T01:51:00.000+0000",48,69,57,29.29,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,2,3,"2019-01-02","OH",20397,"OH","N500AE",5277,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,14730,1473003,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,1600,1600,0,0,0,0,"1600-1659",10,1610,1709,5,1729,1714,-15,0,0,-1,"1700-1759",0,null,0,89,74,59,1,335,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",312861,"2019-01-02T21:00:00.000+0000","2019010219","2019-01-02T19:00:00.000+0000","2019010218","2019010217","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-01-02T13:52:00","FM-15","7","0.0",null,"2019-01-02T18:52:00.000+0000","2019010218",48,58,53,29.34,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2019-01-02T13:56:00","FM-15","7","0.0",null,"2019-01-02T18:56:00.000+0000",37,43,40,29.61,210,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,9,1,"2018-04-09","NK",20416,"NK","N528NK",734,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,2015,2008,-7,0,0,-1,"2000-2059",8,2016,2314,9,2348,2323,-25,0,0,-2,"2300-2359",0,null,0,153,135,118,1,986,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",313586,"2018-04-10T01:15:00.000+0000","2018040923","2018-04-09T23:15:00.000+0000","2018040922","2018040921","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2018-04-09T16:53:00","FM-15","7","0.0",null,"2018-04-09T22:53:00.000+0000","2018040922",41,69,54,29.44,20,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2018-04-09T17:53:00","FM-15","7","0.0",null,"2018-04-09T22:53:00.000+0000",29,34,32,29.47,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,3,3,"2018-01-03","WN",19393,"WN","N8639B",1368,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,555,551,-4,0,0,-1,"0001-0559",10,601,906,4,925,910,-15,0,0,-1,"0900-0959",0,null,0,150,139,125,1,1009,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",313922,"2018-01-03T13:55:00.000+0000","2018010311","2018-01-03T11:55:00.000+0000","2018010310","2018010309","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2018-01-03T03:53:00","FM-15","7","0.0",null,"2018-01-03T11:53:00.000+0000","2018010311",26,37,33,30.11,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-01-03T04:51:00","FM-15","7","0.0",null,"2018-01-03T11:51:00.000+0000",23,48,38,28.92,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,16,4,"2017-03-16","UA",19977,"UA","N490UA",1603,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1210,1205,-5,0,0,-1,"1200-1259",8,1213,1355,4,1406,1359,-7,0,0,-1,"1400-1459",0,null,0,176,174,162,1,1012,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",314509,"2017-03-16T16:10:00.000+0000","2017031614","2017-03-16T14:10:00.000+0000","2017031613","2017031612","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2017-03-16T08:53:00","FM-15","7","0.0",null,"2017-03-16T13:53:00.000+0000","2017031613",20,50,39,30.39,20,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-03-16T07:51:00","FM-15","7","0.0",null,"2017-03-16T13:51:00.000+0000",11,24,20,29.62,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,31,7,"2017-12-31","DL",19790,"DL","N908DE",2091,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1025,1022,-3,0,0,-1,"1000-1059",13,1035,1137,2,1156,1139,-17,0,0,-2,"1100-1159",0,null,0,91,77,62,1,406,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",314971,"2017-12-31T15:25:00.000+0000","2017123113","2017-12-31T13:25:00.000+0000","2017123112","2017123111","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-12-31T07:52:00","FM-15","7","0.0",null,"2017-12-31T12:52:00.000+0000","2017123112",25,33,30,29.07,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2017-12-31T07:53:00","FM-15","7","0.0",null,"2017-12-31T12:53:00.000+0000",47,54,50,30.2,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,5,2,"2017-12-05","AA",19805,"AA","N3ALAA",2614,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,600,556,-4,0,0,-1,"0600-0659",11,607,850,5,912,855,-17,0,0,-2,"0900-0959",0,null,0,132,119,103,1,867,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",315175,"2017-12-05T12:00:00.000+0000","2017120510","2017-12-05T10:00:00.000+0000","2017120509","2017120508","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-12-05T03:51:00","FM-15","7","0.0",null,"2017-12-05T09:51:00.000+0000","2017120509",28,38,34,29.01,260,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2017-12-05T04:54:00","FM-15","7","0.0",null,"2017-12-05T09:54:00.000+0000",33,39,37,30.38,140,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,9,3,"2019-01-09","WN",19393,"WN","N7740A",1453,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,840,833,-7,0,0,-1,"0800-0859",14,847,1000,4,1020,1004,-16,0,0,-2,"1000-1059",0,null,0,100,91,73,1,534,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",315431,"2019-01-09T13:40:00.000+0000","2019010911","2019-01-09T11:40:00.000+0000","2019010910","2019010909","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-01-09T05:52:00","FM-15","7","0.0",null,"2019-01-09T10:52:00.000+0000","2019010910",25,44,36,29.04,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2019-01-09T05:52:00","FM-15","7","0.0",null,"2019-01-09T10:52:00.000+0000",23,43,35,29.46,290,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,20,7,"2019-01-20","DL",19790,"DL","N845MH",2486,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1205,1206,1,1,0,0,"1200-1259",16,1222,1357,12,1415,1409,-6,0,0,-1,"1400-1459",0,null,0,130,123,95,1,760,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",315622,"2019-01-20T17:05:00.000+0000","2019012015","2019-01-20T15:05:00.000+0000","2019012014","2019012013","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-01-20T09:52:00","FM-15","7","0.0",null,"2019-01-20T14:52:00.000+0000","2019012014",23,33,29,28.84,320,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-01-20T09:51:00","FM-15","7","0.06","-RA:02 BR:1 |s RA s |RA s","2019-01-20T14:51:00.000+0000",46,46,46,29.23,110,14,0.5,"-RA:02 BR:1 ","s RA s ","RA s",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,30,3,"2019-01-30","AA",19805,"AA","N817AN",88,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1120,1213,53,53,1,3,"1100-1159",12,1225,1702,8,1359,1710,null,null,null,null,"1300-1359",0,null,1,219,null,null,1,1440,6,null,null,null,null,null,null,null,null,1,1,357,191,0,"STL",15016,1501606,1307,130,122,1517,"N817AN",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",315748,"2019-01-30T17:20:00.000+0000","2019013015","2019-01-30T15:20:00.000+0000","2019013014","2019013013","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-01-30T08:51:00","FM-15","7","0.0",null,"2019-01-30T14:51:00.000+0000","2019013014",-32,-22,-22,29.48,260,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2019-01-30T07:51:00","FM-15","7","0.0",null,"2019-01-30T14:51:00.000+0000",37,56,47,28.71,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,25,1,"2019-03-25","B6",20409,"B6","N519JB",872,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1253,1244,-9,0,0,-1,"1200-1259",13,1257,1853,7,1920,1900,-20,0,0,-2,"1900-1959",0,null,0,267,256,236,1,1990,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",315837,"2019-03-25T18:53:00.000+0000","2019032516","2019-03-25T16:53:00.000+0000","2019032515","2019032514","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2019-03-25T08:54:00","FM-15","7","0.0",null,"2019-03-25T15:54:00.000+0000","2019032515",30,44,38,25.99,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-03-25T11:51:00","FM-15","7","0.0",null,"2019-03-25T16:51:00.000+0000",30,51,42,30.06,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,23,1,"2018-04-23","G4",20368,"G4","231NV",1200,10431,1043105,30431,"AVL","Asheville, NC","NC",37,"North Carolina",36,14761,1476106,34761,"SFB","Sanford, FL","FL",12,"Florida",33,730,723,-7,0,0,-1,"0700-0759",9,732,845,5,859,850,-9,0,0,-1,"0800-0859",0,null,0,89,87,73,1,465,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",316434,"2018-04-23T11:30:00.000+0000","2018042309","2018-04-23T09:30:00.000+0000","2018042308","2018042307","72315003812","ASHEVILLE AIRPORT, NC US","645.3","35.4319","-82.5375","2018-04-23T03:54:00","FM-15","7","0.03","-RA:02 |RA |RA","2018-04-23T08:54:00.000+0000","2018042308",49,53,51,27.89,110,10,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFB","SFB","Orlando Sanford International Airport","Orlando","Florida","US",55,28.7775993347,-81.2375030518,"America/New_York","72205712854","ORLANDO SANFORD AIRPORT, FL US","16.8","28.77972","-81.24361","2018-04-23T04:09:00","FM-16","7","0.0",null,"2018-04-23T09:09:00.000+0000",69,71,70,29.95,120,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,27,5,"2018-04-27","DL",19790,"DL","N332DN",1772,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1100,1057,-3,0,0,-1,"1100-1159",27,1124,1151,5,1215,1156,-19,0,0,-2,"1200-1259",0,null,0,255,239,207,1,1587,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",316641,"2018-04-27T15:00:00.000+0000","2018042713","2018-04-27T13:00:00.000+0000","2018042712","2018042711","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-04-27T07:52:00","FM-15","7","0.0",null,"2018-04-27T12:52:00.000+0000","2018042712",51,55,53,28.8,320,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-04-27T05:51:00","FM-15","7","0.0",null,"2018-04-27T12:51:00.000+0000",38,73,55,28.65,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,4,1,"2018-06-04","WN",19393,"WN","N778SW",1585,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1725,1725,0,0,0,0,"1700-1759",10,1735,1807,3,1825,1810,-15,0,0,-1,"1800-1859",0,null,0,240,225,212,1,1590,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",317014,"2018-06-04T21:25:00.000+0000","2018060419","2018-06-04T19:25:00.000+0000","2018060418","2018060417","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2018-06-04T13:54:00","FM-15","7","0.0",null,"2018-06-04T18:54:00.000+0000","2018060418",46,76,59,29.13,null,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-06-04T10:56:00","FM-15","7","0.0",null,"2018-06-04T18:56:00.000+0000",27,101,62,27.55,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,3,7,"2018-06-03","OO",20304,"OO","N177SY",3352,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,918,929,11,11,0,0,"0900-0959",15,944,1504,5,1450,1509,19,19,1,1,"1400-1459",0,null,0,212,220,200,1,1557,7,11,0,8,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",317164,"2018-06-03T16:18:00.000+0000","2018060314","2018-06-03T14:18:00.000+0000","2018060313","2018060312","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2018-06-03T06:06:00","FM-16","7","0.0",null,"2018-06-03T14:06:00.000+0000","2018060314",57,64,60,29.91,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2018-06-03T07:51:00","FM-15","7","0.0",null,"2018-06-03T13:51:00.000+0000",60,72,65,29.29,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,10,7,"2018-06-10","DL",19790,"DL","N67171",2019,14908,1490803,32575,"SNA","Santa Ana, CA","CA",6,"California",91,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,2130,2129,-1,0,0,-1,"2100-2159",18,2147,429,5,453,434,-19,0,0,-2,"0001-0559",0,null,0,263,245,222,1,1919,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",318122,"2018-06-11T04:30:00.000+0000","2018061102","2018-06-11T02:30:00.000+0000","2018061101","2018061100","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2018-06-10T17:53:00","FM-15","7","0.0",null,"2018-06-11T01:53:00.000+0000","2018061101",56,72,63,29.75,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-06-10T20:52:00","FM-15","7","0.0",null,"2018-06-11T01:52:00.000+0000",67,75,70,28.89,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,23,1,"2018-07-23","DL",19790,"DL","N3764D",1435,12003,1200305,31895,"GTF","Great Falls, MT","MT",30,"Montana",84,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,556,555,-1,0,0,-1,"0001-0559",12,607,852,6,909,858,-11,0,0,-1,"0900-0959",0,null,0,133,123,105,1,887,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KGTF","GTF","Great Falls International Airport","Great Falls","Montana","US",3680,47.48199844,-111.3710022,"America/Denver",319039,"2018-07-23T11:56:00.000+0000","2018072309","2018-07-23T09:56:00.000+0000","2018072308","2018072307","72775024143","GREAT FALLS AIRPORT, MT US","1116.8","47.4733","-111.3822","2018-07-23T02:53:00","FM-15","7","0.0",null,"2018-07-23T09:53:00.000+0000","2018072309",41,55,48,26.49,130,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2018-07-23T03:53:00","FM-15","7","0.0",null,"2018-07-23T09:53:00.000+0000",63,65,64,29.14,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,21,2,"2021-09-21 00:00:00","WN",19393,"WN","N936WN",5757,14193,1419306,33728,"PNS","Pensacola, FL","FL",12,"Florida",33,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,1625,1628,3,3,0,0,"1600-1659",10,1638,1737,5,1750,1742,-8,0,0,-1,"1700-1759",0,null,0,85,74,59,1,391,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago",319586,"2021-09-21T21:25:00.000+0000","2021092119","2021-09-21T19:25:00.000+0000","2021092118","2021092117","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.4781","-87.1869","2021-09-21T13:12:00","FM-16","7","0.04","+RA:02 BR:1 |RA |RA","2021-09-21T19:12:00.000+0000","2021092119",78,82,79,29.88,250,8,1.75,"+RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-09-21T12:53:00","FM-15","7","0.0",null,"2021-09-21T18:53:00.000+0000",71,82,74,29.38,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,13,2,"2021-04-13 00:00:00","DL",19790,"DL","N6707A",928,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1930,1926,-4,0,0,-1,"1900-1959",12,1938,2102,9,2133,2111,-22,0,0,-2,"2100-2159",0,null,0,123,105,84,1,594,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",321307,"2021-04-13T23:30:00.000+0000","2021041321","2021-04-13T21:30:00.000+0000","2021041320","2021041319","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-04-13T15:53:00","FM-15","7","0.0",null,"2021-04-13T20:53:00.000+0000","2021041320",33,64,49,29.31,230,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-04-13T15:52:00","FM-15","7","0.0",null,"2021-04-13T20:52:00.000+0000",44,86,62,28.93,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,14,7,"2020-06-14 00:00:00","NK",20416,"NK","N908NK",3221,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1345,1339,-6,0,0,-1,"1300-1359",18,1357,1600,6,1620,1606,-14,0,0,-1,"1600-1659",0,null,0,155,147,123,1,957,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",325373,"2020-06-14T17:45:00.000+0000","2020061415","2020-06-14T15:45:00.000+0000","2020061414","2020061413","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2020-06-14T09:53:00","FM-15","7","0.0",null,"2020-06-14T14:53:00.000+0000","2020061414",69,83,74,29.96,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2020-06-14T09:53:00","FM-15","7","0.0",null,"2020-06-14T14:53:00.000+0000",41,64,52,29.68,60,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,23,4,"2019-05-23","OO",20304,"OO","N281SY",4086,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,13342,1334207,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,710,706,-4,0,0,-1,"0700-0759",17,723,832,4,904,836,-28,0,0,-2,"0900-0959",0,null,0,174,150,129,1,860,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",327027,"2019-05-23T11:10:00.000+0000","2019052309","2019-05-23T09:10:00.000+0000","2019052308","2019052307","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2019-05-23T03:54:00","FM-15","7","0.0",null,"2019-05-23T08:54:00.000+0000","2019052308",41,56,49,30.2,190,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL INTERNATIONAL AIRPORT, WI US","204.2","42.955","-87.9044","2019-05-23T02:52:00","FM-15","7","0.0",null,"2019-05-23T08:52:00.000+0000",61,66,63,29.09,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,13,5,"2019-12-13","AA",19805,"AA","N931NN",2591,14683,1468305,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,919,914,-5,0,0,-1,"0900-0959",9,923,1008,31,1032,1039,7,7,0,0,"1000-1059",0,null,0,73,85,45,1,247,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",327537,"2019-12-13T15:19:00.000+0000","2019121313","2019-12-13T13:19:00.000+0000","2019121312","2019121311","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2019-12-13T06:51:00","FM-15","7","0.0",null,"2019-12-13T12:51:00.000+0000","2019121312",38,45,42,29.11,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2019-12-13T06:53:00","FM-15","7","0.0","MI:1 FG:2 |FG |","2019-12-13T12:53:00.000+0000",39,40,40,29.24,200,3,10,"MI:1 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1],[2,6,21,5,"2019-06-21","MQ",20398,"MQ","N800AE",3510,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,10155,1015502,30155,"ACT","Waco, TX","TX",48,"Texas",74,920,914,-6,0,0,-1,"0900-0959",26,940,1000,4,1010,1004,-6,0,0,-1,"1000-1059",0,null,0,50,50,20,1,89,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",327934,"2019-06-21T14:20:00.000+0000","2019062112","2019-06-21T12:20:00.000+0000","2019062111","2019062110","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2019-06-21T05:53:00","FM-15","7","0.0",null,"2019-06-21T11:53:00.000+0000","2019062111",73,80,75,29.18,170,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KACT","ACT","Waco Regional Airport","Waco","Texas","US",516,31.6112995148,-97.2304992676,"America/Chicago","72256013959","WACO REGIONAL AIRPORT, TX US","152.4","31.61889","-97.22833","2019-06-21T04:51:00","FM-15","7","0.0",null,"2019-06-21T10:51:00.000+0000",null,null,null,29.28,null,null,null,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,22,4,"2019-08-22","YX",20452,"YX","N126HQ",4352,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,832,833,1,1,0,0,"0800-0859",22,855,1004,10,1015,1014,-1,0,0,-1,"1000-1059",0,null,0,103,101,69,1,405,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",328666,"2019-08-22T12:32:00.000+0000","2019082210","2019-08-22T10:32:00.000+0000","2019082209","2019082208","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2019-08-22T04:52:00","FM-15","7","0.0",null,"2019-08-22T09:52:00.000+0000","2019082209",70,77,72,29.84,210,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2019-08-22T04:53:00","FM-15","7","0.0",null,"2019-08-22T09:53:00.000+0000",55,68,60,29.25,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,18,5,"2019-10-18","9E",20363,"9E","N8877A",3433,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,11203,1120302,30424,"CWA","Mosinee, WI","WI",55,"Wisconsin",45,2015,2003,-12,0,0,-1,"2000-2059",20,2023,2056,16,2120,2112,-8,0,0,-1,"2100-2159",0,null,0,65,69,33,1,175,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",330202,"2019-10-19T01:15:00.000+0000","2019101823","2019-10-18T23:15:00.000+0000","2019101822","2019101821","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2019-10-18T16:53:00","FM-15","7","0.0",null,"2019-10-18T22:53:00.000+0000","2019101822",42,68,54,28.67,160,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCWA","CWA","Central Wisconsin Airport","Mosinee","Wisconsin","US",1277,44.7775993347,-89.6668014526,"America/Chicago","72646594890","MOSINEE, WI US","389.2","44.78333","-89.66667","2019-10-18T16:48:00","FM-15","7","0.0",null,"2019-10-18T22:48:00.000+0000",39,52,46,28.47,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,30,3,"2019-10-30","WN",19393,"WN","N8552Z",1014,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,1600,1618,18,18,1,1,"1600-1659",11,1629,2327,4,2330,2331,1,1,0,0,"2300-2359",0,null,0,270,253,238,1,2106,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",330359,"2019-10-30T23:00:00.000+0000","2019103021","2019-10-30T21:00:00.000+0000","2019103020","2019103019","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2019-10-30T12:56:00","FM-15","7","0.0",null,"2019-10-30T20:56:00.000+0000","2019103020",-4,51,34,28.07,20,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2019-10-30T15:54:00","FM-15","7","0.0",null,"2019-10-30T20:54:00.000+0000",56,65,60,29.99,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,29,1,"2019-07-29","F9",20436,"F9","N309FR",7,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1944,1942,-2,0,0,-1,"1900-1959",14,1956,2054,9,2110,2103,-7,0,0,-1,"2100-2159",0,null,0,146,141,118,1,770,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",330609,"2019-07-30T00:44:00.000+0000","2019072922","2019-07-29T22:44:00.000+0000","2019072921","2019072920","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2019-07-29T15:51:00","FM-15","7","0.0",null,"2019-07-29T21:51:00.000+0000","2019072921",71,87,76,29.15,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-07-29T14:53:00","FM-15","7","0.0",null,"2019-07-29T21:53:00.000+0000",46,92,64,24.65,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,15,2,"2016-11-15","DL",19790,"DL","N360NW",1791,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1245,1239,-6,0,0,-1,"1200-1259",15,1254,1353,6,1427,1359,-28,0,0,-2,"1400-1459",0,null,0,102,80,59,1,405,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",332689,"2016-11-15T17:45:00.000+0000","2016111515","2016-11-15T15:45:00.000+0000","2016111514","2016111513","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2016-11-15T09:52:00","FM-15","7","0.0",null,"2016-11-15T14:52:00.000+0000","2016111514",41,56,49,29.86,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2016-11-15T09:53:00","FM-15","7","0.0",null,"2016-11-15T14:53:00.000+0000",36,45,41,29.21,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,3,6,"2016-12-03","WN",19393,"WN","N782SA",3944,10800,1080003,32575,"BUR","Burbank, CA","CA",6,"California",91,13796,1379604,32457,"OAK","Oakland, CA","CA",6,"California",91,1040,1039,-1,0,0,-1,"1000-1059",8,1047,1142,5,1155,1147,-8,0,0,-1,"1100-1159",0,null,0,75,68,55,1,325,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles",333276,"2016-12-03T18:40:00.000+0000","2016120316","2016-12-03T16:40:00.000+0000","2016120315","2016120314","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","225.9","34.20056","-118.3575","2016-12-03T07:53:00","FM-15","7","0.0",null,"2016-12-03T15:53:00.000+0000","2016120315",14,50,37,29.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2016-12-03T07:53:00","FM-15","7","0.0",null,"2016-12-03T15:53:00.000+0000",36,44,41,30.18,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,29,7,"2019-12-29","AA",19805,"AA","N770UW",2672,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,1156,1204,8,8,0,0,"1100-1159",33,1237,1319,6,1312,1325,13,13,0,0,"1300-1359",0,null,0,76,81,42,1,257,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",333833,"2019-12-29T16:56:00.000+0000","2019122914","2019-12-29T14:56:00.000+0000","2019122913","2019122912","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-12-29T09:52:00","FM-15","7","0.0","BR:1 ||","2019-12-29T14:52:00.000+0000","2019122914",61,64,62,29.28,170,11,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2019-12-29T09:54:00","FM-15","7","0.01","-RA:02 BR:1 |RA |RA","2019-12-29T14:54:00.000+0000",51,52,51,29.98,160,5,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,12,4,"2017-10-12","WN",19393,"WN","N260WN",810,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,10529,1052904,30529,"BDL","Hartford, CT","CT",9,"Connecticut",11,940,935,-5,0,0,-1,"0900-0959",12,947,1222,4,1235,1226,-9,0,0,-1,"1200-1259",0,null,0,115,111,95,1,777,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",336678,"2017-10-12T14:40:00.000+0000","2017101212","2017-10-12T12:40:00.000+0000","2017101211","2017101210","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2017-10-12T05:53:00","FM-15","7","0.0",null,"2017-10-12T11:53:00.000+0000","2017101211",53,57,55,29.52,90,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2017-10-12T06:51:00","FM-15","7","0.0",null,"2017-10-12T11:51:00.000+0000",46,51,49,30.2,20,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,8,7,"2017-10-08","WN",19393,"WN","N237WN",3170,10279,1027903,30279,"AMA","Amarillo, TX","TX",48,"Texas",74,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1510,1531,21,21,1,1,"1500-1559",10,1541,1631,6,1620,1637,17,17,1,1,"1600-1659",0,null,0,70,66,50,1,323,2,3,0,0,0,14,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KAMA","AMA","Rick Husband Amarillo International Airport","Amarillo","Texas","US",3607,35.2193984985,-101.7060012817,"America/Chicago",337596,"2017-10-08T20:10:00.000+0000","2017100818","2017-10-08T18:10:00.000+0000","2017100817","2017100816","72363023047","AMARILLO AIRPORT, TX US","1098.5","35.2295","-101.7042","2017-10-08T11:53:00","FM-15","7","0.0",null,"2017-10-08T17:53:00.000+0000","2017100817",39,78,56,26.02,240,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-10-08T11:53:00","FM-15","7","0.0",null,"2017-10-08T17:53:00.000+0000",45,85,62,29.2,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,21,4,"2017-09-21","OO",20304,"OO","N868AS",7396,15389,1538902,35389,"TWF","Twin Falls, ID","ID",16,"Idaho",83,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,630,624,-6,0,0,-1,"0600-0659",4,628,701,5,730,706,-24,0,0,-2,"0700-0759",0,null,0,60,42,33,1,175,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KTWF","TWF","Joslin Field Magic Valley Regional Airport","Twin Falls","Idaho","US",4154,42.48180008,-114.487999,"America/Boise",338451,"2017-09-21T12:30:00.000+0000","2017092110","2017-09-21T10:30:00.000+0000","2017092109","2017092108","72586694178","TWIN FALLS SUN VALLEY REGIONAL AIRPORT, ID US","1265.2","42.48194","-114.48694","2017-09-21T03:09:00","FM-16","7","0.01","-RA:02 |RA |","2017-09-21T10:09:00.000+0000","2017092110",42,42,42,25.53,270,7,7,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-09-21T02:54:00","FM-15","7","0.0",null,"2017-09-21T09:54:00.000+0000",44,51,47,25.45,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,2,6,"2016-04-02","EV",20366,"EV","N538CA",5257,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,10599,1059904,30599,"BHM","Birmingham, AL","AL",1,"Alabama",51,811,817,6,6,0,0,"0800-0859",14,831,759,4,802,803,1,1,0,0,"0800-0859",0,null,0,51,46,28,1,134,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",338983,"2016-04-02T12:11:00.000+0000","2016040210","2016-04-02T10:11:00.000+0000","2016040209","2016040208","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-04-02T04:52:00","FM-15","7","0.0",null,"2016-04-02T09:52:00.000+0000","2016040209",48,55,51,28.72,300,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBHM","BHM","Birmingham-Shuttlesworth International Airport","Birmingham","Alabama","US",650,33.56290054,-86.75350189,"America/Chicago","72228013876","BIRMINGHAM AIRPORT, AL US","187.5","33.56556","-86.745","2016-04-02T03:53:00","FM-15","7","0.0",null,"2016-04-02T09:53:00.000+0000",39,50,45,29.24,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,19,7,"2015-07-19","HA",19690,"HA","N370HA",7,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,12173,1217302,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,900,851,-9,0,0,-1,"0900-0959",16,907,1153,21,1210,1214,4,4,0,0,"1200-1259",0,null,0,370,383,346,1,2762,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",340199,"2015-07-19T16:00:00.000+0000","2015071914","2015-07-19T14:00:00.000+0000","2015071913","2015071912","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-07-19T05:56:00","FM-15","7","0.0",null,"2015-07-19T13:56:00.000+0000","2015071913",61,75,66,27.79,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2015-07-19T03:53:00","FM-15","7","0.0",null,"2015-07-19T13:53:00.000+0000",68,77,71,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,22,1,"2015-06-22","UA",19977,"UA","N75436",1234,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,2116,2114,-2,0,0,-1,"2100-2159",25,2139,2204,5,2210,2209,-1,0,0,-1,"2200-2259",0,null,0,54,55,25,1,140,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",341420,"2015-06-23T02:16:00.000+0000","2015062300","2015-06-23T00:16:00.000+0000","2015062223","2015062222","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-06-22T17:53:00","FM-15","7","0.0",null,"2015-06-22T23:53:00.000+0000","2015062223",73,88,77,29.95,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2015-06-22T17:53:00","FM-15","7","0.0",null,"2015-06-22T23:53:00.000+0000",75,84,78,29.52,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,14,2,"2015-04-14","WN",19393,"WN","N910WN",44,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1840,2001,81,81,1,5,"1800-1859",7,2008,2013,11,1915,2024,69,69,1,4,"1900-1959",0,null,0,155,143,125,1,879,4,69,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",341746,"2015-04-14T23:40:00.000+0000","2015041421","2015-04-14T21:40:00.000+0000","2015041420","2015041419","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2015-04-14T14:53:00","FM-15","7","0.0",null,"2015-04-14T20:53:00.000+0000","2015041420",53,61,57,29.5,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-04-14T13:51:00","FM-15","7","0.0",null,"2015-04-14T20:51:00.000+0000",34,90,60,28.71,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,5,3,"2019-06-05","OO",20304,"OO","N251SY",4062,14683,1468305,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1410,1409,-1,0,0,-1,"1400-1459",9,1418,1550,12,1611,1602,-9,0,0,-1,"1600-1659",0,null,0,181,173,152,1,1087,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",344275,"2019-06-05T19:10:00.000+0000","2019060517","2019-06-05T17:10:00.000+0000","2019060516","2019060515","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2019-06-05T11:09:00","FM-16","7","0.04","RA:02 |RA |RA","2019-06-05T17:09:00.000+0000","2019060517",75,79,76,28.99,0,0,7,"RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2019-06-05T09:54:00","FM-15","7","0.0",null,"2019-06-05T16:54:00.000+0000",50,76,60,25.76,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,30,7,"2019-06-30","OO",20304,"OO","N768SK",3234,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,10257,1025702,30257,"ALB","Albany, NY","NY",36,"New York",22,1245,1238,-7,0,0,-1,"1200-1259",25,1303,1535,4,1549,1539,-10,0,0,-1,"1500-1559",0,null,0,124,121,92,1,723,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",344478,"2019-06-30T17:45:00.000+0000","2019063015","2019-06-30T15:45:00.000+0000","2019063014","2019063013","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-06-30T08:51:00","FM-15","7","0.0",null,"2019-06-30T14:51:00.000+0000","2019063014",67,85,73,29.33,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KALB","ALB","Albany International Airport","Albany","New York","US",285,42.748298645,-73.8016967773,"America/New_York","72518014735","ALBANY INTERNATIONAL AIRPORT, NY US","85.3","42.74722","-73.79912","2019-06-30T09:51:00","FM-15","7","0.01",null,"2019-06-30T14:51:00.000+0000",61,69,64,29.47,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,20,4,"2019-06-20","WN",19393,"WN","N7726A",6544,12954,1295407,32575,"LGB","Long Beach, CA","CA",6,"California",91,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,1040,1038,-2,0,0,-1,"1000-1059",7,1045,1148,4,1155,1152,-3,0,0,-1,"1100-1159",0,null,0,75,74,63,1,387,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles",344488,"2019-06-20T17:40:00.000+0000","2019062015","2019-06-20T15:40:00.000+0000","2019062014","2019062013","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","9.4","33.8116","-118.1463","2019-06-20T06:53:00","FM-15","7","0.0",null,"2019-06-20T14:53:00.000+0000","2019062014",58,65,61,29.92,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2019-06-20T07:28:00","FM-16","7","0.0",null,"2019-06-20T15:28:00.000+0000",56,61,58,29.8,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,18,6,"2019-05-18","AA",19805,"AA","N12028",2512,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,1046,1038,-8,0,0,-1,"1000-1059",12,1050,1328,8,1358,1336,-22,0,0,-2,"1300-1359",0,null,0,192,178,158,1,1145,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",345589,"2019-05-18T14:46:00.000+0000","2019051812","2019-05-18T12:46:00.000+0000","2019051811","2019051810","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2019-05-18T07:01:00","FM-16","7","0.01","-RA:02 |RA |RA","2019-05-18T12:01:00.000+0000","2019051812",44,49,47,29.31,20,6,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2019-05-18T06:53:00","FM-15","7","0.0",null,"2019-05-18T11:53:00.000+0000",68,78,71,29.97,30,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,5,"2019-03-15","WN",19393,"WN","N938WN",2174,11066,1106606,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,605,601,-4,0,0,-1,"0600-0659",11,612,659,4,725,703,-22,0,0,-2,"0700-0759",0,null,0,80,62,47,1,337,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York",346554,"2019-03-15T10:05:00.000+0000","2019031508","2019-03-15T08:05:00.000+0000","2019031507","2019031506","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2019-03-15T02:51:00","FM-15","7","0.0",null,"2019-03-15T07:51:00.000+0000","2019031507",37,48,43,28.9,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2019-03-15T02:54:00","FM-15","7","0.0",null,"2019-03-15T07:54:00.000+0000",52,65,58,29.68,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,5,2,"2019-11-05","B6",20409,"B6","N2016J",162,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,2231,2227,-4,0,0,-1,"2200-2259",11,2238,616,8,638,624,-14,0,0,-1,"0600-0659",0,null,0,307,297,278,1,2521,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",349052,"2019-11-06T06:31:00.000+0000","2019110604","2019-11-06T04:31:00.000+0000","2019110603","2019110602","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2019-11-05T19:53:00","FM-15","7","0.0",null,"2019-11-06T03:53:00.000+0000","2019110603",41,54,48,29.94,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-11-05T22:51:00","FM-15","7","0.0",null,"2019-11-06T03:51:00.000+0000",38,55,47,30.17,280,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,3,2,"2019-09-03","WN",19393,"WN","N434WN",717,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,1740,1745,5,5,0,0,"1700-1759",9,1754,2305,7,2320,2312,-8,0,0,-1,"2300-2359",0,null,0,220,207,191,1,1620,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",349458,"2019-09-03T23:40:00.000+0000","2019090321","2019-09-03T21:40:00.000+0000","2019090320","2019090319","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-09-03T13:53:00","FM-15","7","0.0",null,"2019-09-03T20:53:00.000+0000","2019090320",58,82,66,24.78,60,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2019-09-03T15:51:00","FM-15","7","0.0",null,"2019-09-03T20:51:00.000+0000",58,80,66,29.98,160,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,26,1,"2016-09-26","WN",19393,"WN","N910WN",1087,10599,1059904,30599,"BHM","Birmingham, AL","AL",1,"Alabama",51,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1120,1112,-8,0,0,-1,"1100-1159",11,1123,1246,9,1305,1255,-10,0,0,-1,"1300-1359",0,null,0,105,103,83,1,570,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBHM","BHM","Birmingham-Shuttlesworth International Airport","Birmingham","Alabama","US",650,33.56290054,-86.75350189,"America/Chicago",350729,"2016-09-26T16:20:00.000+0000","2016092614","2016-09-26T14:20:00.000+0000","2016092613","2016092612","72228013876","BIRMINGHAM AIRPORT, AL US","187.5","33.56556","-86.745","2016-09-26T07:53:00","FM-15","7","0.0",null,"2016-09-26T13:53:00.000+0000","2016092613",65,81,71,29.4,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2016-09-26T07:53:00","FM-15","7","0.0",null,"2016-09-26T13:53:00.000+0000",48,61,54,29.34,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,2,2,"2016-08-02","DL",19790,"DL","N348NW",966,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1346,1337,-9,0,0,-1,"1300-1359",18,1355,1625,5,1620,1630,10,10,0,0,"1600-1659",0,null,0,94,113,90,1,507,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",350742,"2016-08-02T20:46:00.000+0000","2016080218","2016-08-02T18:46:00.000+0000","2016080217","2016080216","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2016-08-02T10:51:00","FM-15","7","0.0",null,"2016-08-02T17:51:00.000+0000","2016080217",71,88,76,28.82,120,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2016-08-02T10:54:00","FM-15","7","0.0",null,"2016-08-02T17:54:00.000+0000",44,95,64,25.77,180,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,11,1,"2016-01-11","AA",19805,"AA","N3EGAA",1242,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1350,1445,55,55,1,3,"1300-1359",15,1500,1537,5,1456,1542,46,46,1,3,"1400-1459",0,null,0,126,117,97,1,641,3,4,0,0,0,42,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",350882,"2016-01-11T19:50:00.000+0000","2016011117","2016-01-11T17:50:00.000+0000","2016011116","2016011115","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2016-01-11T10:53:00","FM-15","7","0.0",null,"2016-01-11T16:53:00.000+0000","2016011116",19,41,33,29.63,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-01-11T09:53:00","FM-15","7","0.0",null,"2016-01-11T16:53:00.000+0000",9,29,23,24.58,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,26,5,"2016-02-26","OO",20304,"OO","N701BR",5160,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,13891,1389101,32575,"ONT","Ontario, CA","CA",6,"California",91,1536,1535,-1,0,0,-1,"1500-1559",16,1551,1650,4,1701,1654,-7,0,0,-1,"1700-1759",0,null,0,85,79,59,1,363,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",351184,"2016-02-26T23:36:00.000+0000","2016022621","2016-02-26T21:36:00.000+0000","2016022620","2016022619","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2016-02-26T12:56:00","FM-15","7","0.0",null,"2016-02-26T20:56:00.000+0000","2016022620",52,65,58,30.09,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","289.3","34.05611","-117.60028","2016-02-26T12:53:00","FM-15","7","0.0",null,"2016-02-26T20:53:00.000+0000",24,81,54,29.09,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,26,5,"2016-08-26","WN",19393,"WN","N7741C",2578,13891,1389101,32575,"ONT","Ontario, CA","CA",6,"California",91,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,1230,1228,-2,0,0,-1,"1200-1259",5,1233,1335,3,1345,1338,-7,0,0,-1,"1300-1359",0,null,0,75,70,62,1,390,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles",352500,"2016-08-26T19:30:00.000+0000","2016082617","2016-08-26T17:30:00.000+0000","2016082616","2016082615","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","289.3","34.05611","-117.60028","2016-08-26T09:23:00","FM-16","7","0.0",null,"2016-08-26T17:23:00.000+0000","2016082617",57,67,61,29.03,null,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2016-08-26T08:53:00","FM-15","7","0.0",null,"2016-08-26T16:53:00.000+0000",55,63,58,29.85,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,9,5,"2016-12-09","WN",19393,"WN","N8691A",3275,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,13495,1349503,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1705,1700,-5,0,0,-1,"1700-1759",10,1710,1855,7,1905,1902,-3,0,0,-1,"1900-1959",0,null,0,180,182,165,1,998,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",352812,"2016-12-09T22:05:00.000+0000","2016120920","2016-12-09T20:05:00.000+0000","2016120919","2016120918","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2016-12-09T14:54:00","FM-15","7","0.0",null,"2016-12-09T19:54:00.000+0000","2016120919",17,38,31,30.12,280,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2016-12-09T13:53:00","FM-15","7","0.0",null,"2016-12-09T19:53:00.000+0000",25,49,39,30.45,null,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,23,6,"2019-11-23","WN",19393,"WN","N904WN",4502,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,1540,1552,12,12,0,0,"1500-1559",10,1602,1650,3,1655,1653,-2,0,0,-1,"1600-1659",0,null,0,135,121,108,1,692,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",353095,"2019-11-23T20:40:00.000+0000","2019112318","2019-11-23T18:40:00.000+0000","2019112317","2019112316","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-11-23T12:56:00","FM-16","7","0.01","+RA:02 BR:1 |RA |RA","2019-11-23T17:56:00.000+0000","2019112317",61,64,62,28.7,190,11,1.75,"+RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2019-11-23T11:53:00","FM-15","7","0.0",null,"2019-11-23T17:53:00.000+0000",29,42,37,28.85,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,17,2,"2015-02-17","AA",19805,"AA","N792AA",24,14771,1477101,32457,"SFO","San Francisco, CA","CA",6,"California",91,12478,1247802,31703,"JFK","New York, NY","NY",36,"New York",22,700,652,-8,0,0,-1,"0700-0759",27,719,1533,10,1530,1543,13,13,0,0,"1500-1559",0,null,0,330,351,314,1,2586,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",353610,"2015-02-17T15:00:00.000+0000","2015021713","2015-02-17T13:00:00.000+0000","2015021712","2015021711","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-02-17T04:56:00","FM-15","7","0.0","BR:1 ||","2015-02-17T12:56:00.000+0000","2015021712",53,53,53,30.05,240,5,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2015-02-17T07:51:00","FM-15","7","0.01","-SN:03 |SN |","2015-02-17T12:51:00.000+0000",10,16,14,29.91,20,11,2,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[2,5,22,5,"2015-05-22","US",20355,"US","N709UW",1764,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,11278,1127802,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1255,1333,38,38,1,2,"1200-1259",13,1346,1641,2,1616,1643,27,27,1,1,"1600-1659",0,null,0,141,130,115,1,949,4,6,0,0,0,21,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",354417,"2015-05-22T17:55:00.000+0000","2015052215","2015-05-22T15:55:00.000+0000","2015052214","2015052213","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2015-05-22T09:53:00","FM-15","7","0.0",null,"2015-05-22T15:53:00.000+0000","2015052215",49,58,53,29.19,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2015-05-22T10:52:00","FM-15","7","0.0",null,"2015-05-22T15:52:00.000+0000",44,72,57,30.05,290,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,27,3,"2019-11-27","DL",19790,"DL","N366NB",2630,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1422,1446,24,24,1,1,"1400-1459",10,1456,1732,13,1738,1745,7,7,0,0,"1700-1759",0,null,0,136,119,96,1,862,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",354888,"2019-11-27T22:22:00.000+0000","2019112720","2019-11-27T20:22:00.000+0000","2019112719","2019112718","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2019-11-27T11:53:00","FM-15","4","0.03","|RA |","2019-11-27T19:53:00.000+0000","2019112719",47,55,null,null,240,6,6,"","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-11-27T12:53:00","FM-15","7","0.0",null,"2019-11-27T19:53:00.000+0000",11,18,16,24.54,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,2,1,"2019-12-02","AA",19805,"AA","N827NN",1990,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1510,1614,64,64,1,4,"1500-1559",22,1636,1915,18,1804,1933,89,89,1,5,"1800-1859",0,null,0,174,199,159,1,1089,5,0,0,89,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",355250,"2019-12-02T20:10:00.000+0000","2019120218","2019-12-02T18:10:00.000+0000","2019120217","2019120216","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2019-12-02T12:53:00","FM-15","7","0.0",null,"2019-12-02T17:53:00.000+0000","2019120217",65,83,71,29.83,260,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-12-02T12:51:00","FM-15","7","0.02","-RA:02 PL:06 |RA PL |RA PL","2019-12-02T17:51:00.000+0000",35,36,36,29.47,350,16,7,"-RA:02 PL:06 ","RA PL ","RA PL",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,19,5,"2018-01-19","WN",19393,"WN","N7724A",701,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,2005,1956,-9,0,0,-1,"2000-2059",10,2006,2207,5,2225,2212,-13,0,0,-1,"2200-2259",0,null,0,80,76,61,1,451,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",358000,"2018-01-20T02:05:00.000+0000","2018012000","2018-01-20T00:05:00.000+0000","2018011923","2018011922","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2018-01-19T17:53:00","FM-15","7","0.0",null,"2018-01-19T23:53:00.000+0000","2018011923",27,44,37,28.7,190,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2018-01-19T18:54:00","FM-15","7","0.0",null,"2018-01-19T23:54:00.000+0000",26,37,33,29.1,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,15,7,"2019-09-15","B6",20409,"B6","N247JB",2168,14027,1402702,34027,"PBI","West Palm Beach/Palm Beach, FL","FL",12,"Florida",33,12197,1219702,31703,"HPN","White Plains, NY","NY",36,"New York",22,1813,1817,4,4,0,0,"1800-1859",9,1826,2053,8,2100,2101,1,1,0,0,"2100-2159",0,null,0,167,164,147,1,1056,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York",360144,"2019-09-15T22:13:00.000+0000","2019091520","2019-09-15T20:13:00.000+0000","2019091519","2019091518","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2019-09-15T15:05:00","FM-16","7","0.0",null,"2019-09-15T20:05:00.000+0000","2019091520",74,86,78,29.86,330,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHPN","HPN","Westchester County Airport","White Plains","New York","US",439,41.0670013428,-73.7076034546,"America/New_York","72503794745","WESTCHESTER CO AIRPORT, NY US","111.9","41.06236","-73.70463","2019-09-15T14:56:00","FM-15","7","0.0",null,"2019-09-15T19:56:00.000+0000",50,79,62,29.65,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,29,7,"2019-09-29","DL",19790,"DL","N352NB",2560,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1300,1256,-4,0,0,-1,"1300-1359",15,1311,1403,14,1436,1417,-19,0,0,-2,"1400-1459",0,null,0,96,81,52,1,334,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",361380,"2019-09-29T18:00:00.000+0000","2019092916","2019-09-29T16:00:00.000+0000","2019092915","2019092914","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2019-09-29T09:53:00","FM-15","7","0.01","-DZ:01 BR:1 |DZ |DZ","2019-09-29T15:53:00.000+0000","2019092915",51,53,52,29.24,110,14,2.5,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-09-29T09:51:00","FM-15","7","0.0",null,"2019-09-29T15:51:00.000+0000",60,61,60,29.44,90,11,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,16,1,"2017-01-16","AA",19805,"AA","N580AA",1760,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,810,807,-3,0,0,-1,"0800-0859",66,913,1359,9,1323,1408,45,45,1,3,"1300-1359",0,null,0,193,241,166,1,1337,6,0,0,45,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",361893,"2017-01-16T15:10:00.000+0000","2017011613","2017-01-16T13:10:00.000+0000","2017011612","2017011611","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-01-16T06:07:00","FM-16","7","0.01","-SN:03 BR:1 |SN |","2017-01-16T13:07:00.000+0000","2017011613",26,28,27,24.55,330,10,0.75,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2017-01-16T07:52:00","FM-15","7","0.0",null,"2017-01-16T12:52:00.000+0000",45,50,48,29.54,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,22,5,"2017-09-22","DL",19790,"DL","N991DL",2074,13931,1393102,33667,"ORF","Norfolk, VA","VA",51,"Virginia",38,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1225,1219,-6,0,0,-1,"1200-1259",10,1229,1349,14,1414,1403,-11,0,0,-1,"1400-1459",0,null,0,109,104,80,1,516,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",362736,"2017-09-22T16:25:00.000+0000","2017092214","2017-09-22T14:25:00.000+0000","2017092213","2017092212","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","9.1","36.9033","-76.1922","2017-09-22T08:51:00","FM-15","7","0.0",null,"2017-09-22T13:51:00.000+0000","2017092213",69,78,72,30.03,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-09-22T08:52:00","FM-15","7","0.0",null,"2017-09-22T13:52:00.000+0000",67,77,70,28.99,50,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,27,1,"2017-03-27","WN",19393,"WN","N208WN",4506,10800,1080003,32575,"BUR","Burbank, CA","CA",6,"California",91,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1715,1726,11,11,0,0,"1700-1759",22,1748,1848,6,1840,1854,14,14,0,0,"1800-1859",0,null,0,85,88,60,1,369,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles",363204,"2017-03-28T00:15:00.000+0000","2017032722","2017-03-27T22:15:00.000+0000","2017032721","2017032720","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","225.9","34.20056","-118.3575","2017-03-27T13:53:00","FM-15","7","0.0",null,"2017-03-27T21:53:00.000+0000","2017032721",27,71,51,29.18,330,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2017-03-27T14:51:00","FM-15","7","0.0",null,"2017-03-27T21:51:00.000+0000",34,82,57,28.58,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,3,2,"2017-01-03","B6",20409,"B6","N337JB",525,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,940,1040,60,60,1,4,"0900-0959",30,1110,1345,5,1250,1350,60,60,1,4,"1200-1259",0,null,0,190,190,155,1,1005,5,60,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",364264,"2017-01-03T14:40:00.000+0000","2017010312","2017-01-03T12:40:00.000+0000","2017010311","2017010310","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2017-01-03T06:51:00","FM-15","7","0.0","-DZ:01 |DZ |","2017-01-03T11:51:00.000+0000","2017010311",37,42,40,30.04,40,16,6,"-DZ:01 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2017-01-03T06:53:00","FM-15","7","0.0",null,"2017-01-03T11:53:00.000+0000",69,71,70,30.02,170,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,3,2,"2017-01-03","UA",19977,"UA","N427UA",2025,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1850,1848,-2,0,0,-1,"1800-1859",17,1905,1948,9,2010,1957,-13,0,0,-1,"2000-2059",0,null,0,140,129,103,1,689,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",364564,"2017-01-03T23:50:00.000+0000","2017010321","2017-01-03T21:50:00.000+0000","2017010320","2017010319","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-01-03T16:50:00","FM-16","6","0.0",null,"2017-01-03T21:50:00.000+0000","2017010321",54,63,58,28.74,240,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2017-01-03T14:53:00","FM-15","7","0.0",null,"2017-01-03T20:53:00.000+0000",43,75,58,29.84,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,22,7,"2017-10-22","OO",20304,"OO","N186SY",3342,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,1052,1045,-7,0,0,-1,"1000-1059",19,1104,1215,6,1233,1221,-12,0,0,-1,"1200-1259",0,null,0,101,96,71,1,480,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",365179,"2017-10-22T17:52:00.000+0000","2017102215","2017-10-22T15:52:00.000+0000","2017102214","2017102213","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2017-10-22T07:51:00","FM-15","7","0.0",null,"2017-10-22T15:51:00.000+0000","2017102215",48,69,58,30.08,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2017-10-22T06:53:00","FM-15","7","0.0",null,"2017-10-22T14:53:00.000+0000",43,44,44,30.32,10,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,6,1,"2017-03-06","AA",19805,"AA","N3ENAA",1514,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1725,1720,-5,0,0,-1,"1700-1759",11,1731,1903,13,1924,1916,-8,0,0,-1,"1900-1959",0,null,0,179,176,152,1,1012,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",365553,"2017-03-06T22:25:00.000+0000","2017030620","2017-03-06T20:25:00.000+0000","2017030619","2017030618","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2017-03-06T14:53:00","FM-15","7","0.0",null,"2017-03-06T19:53:00.000+0000","2017030619",51,77,62,30.28,90,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-03-06T13:51:00","FM-15","7","0.0",null,"2017-03-06T19:51:00.000+0000",52,58,55,29.06,180,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,28,2,"2015-07-28","WN",19393,"WN","N7740A",559,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,14908,1490803,32575,"SNA","Santa Ana, CA","CA",6,"California",91,1400,1400,0,0,0,0,"1400-1459",7,1407,1512,4,1530,1516,-14,0,0,-1,"1500-1559",0,null,0,90,76,65,1,372,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",366531,"2015-07-28T21:00:00.000+0000","2015072819","2015-07-28T19:00:00.000+0000","2015072818","2015072817","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2015-07-28T10:56:00","FM-15","7","0.0",null,"2015-07-28T18:56:00.000+0000","2015072818",62,74,67,29.86,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2015-07-28T10:53:00","FM-15","7","0.0",null,"2015-07-28T18:53:00.000+0000",63,77,68,29.84,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,23,4,"2018-08-23","UA",19977,"UA","N587UA",2360,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,2335,105,90,90,1,6,"2300-2359",24,129,919,4,809,923,74,74,1,4,"0800-0859",0,null,0,334,318,290,1,2704,11,0,0,0,0,74,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",367325,"2018-08-24T06:35:00.000+0000","2018082404","2018-08-24T04:35:00.000+0000","2018082403","2018082402","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-08-23T19:56:00","FM-15","7","0.0","HZ:7 |FU |HZ","2018-08-24T03:56:00.000+0000","2018082403",52,63,57,29.99,270,13,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2018-08-23T22:54:00","FM-15","7","0.0",null,"2018-08-24T03:54:00.000+0000",54,69,60,30.02,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,29,2,"2015-09-29","OO",20304,"OO","N692CA",4813,11884,1188402,31884,"GEG","Spokane, WA","WA",53,"Washington",93,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1010,1011,1,1,0,0,"1000-1059",16,1027,1240,6,1245,1246,1,1,0,0,"1200-1259",0,null,0,95,95,73,1,546,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles",368551,"2015-09-29T17:10:00.000+0000","2015092915","2015-09-29T15:10:00.000+0000","2015092914","2015092913","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.2","47.6216","-117.528","2015-09-29T06:53:00","FM-15","7","0.0",null,"2015-09-29T14:53:00.000+0000","2015092914",34,47,41,27.56,70,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-09-29T07:53:00","FM-15","7","0.0",null,"2015-09-29T14:53:00.000+0000",53,66,58,25.75,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,4,2,"2018-09-04","B6",20409,"B6","N267JB",599,10529,1052906,30529,"BDL","Hartford, CT","CT",9,"Connecticut",11,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1934,1924,-10,0,0,-1,"1900-1959",8,1932,2029,5,2059,2034,-25,0,0,-2,"2000-2059",0,null,0,85,70,57,1,313,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",369556,"2018-09-04T23:34:00.000+0000","2018090421","2018-09-04T21:34:00.000+0000","2018090420","2018090419","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2018-09-04T15:51:00","FM-15","7","0.0",null,"2018-09-04T20:51:00.000+0000","2018090420",70,90,76,29.98,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2018-09-04T15:52:00","FM-15","7","0.0",null,"2018-09-04T20:52:00.000+0000",72,85,76,30.13,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,15,6,"2018-09-15","WN",19393,"WN","N935WN",4382,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,2015,2013,-2,0,0,-1,"2000-2059",8,2021,2157,2,2210,2159,-11,0,0,-1,"2200-2259",0,null,0,115,106,96,1,647,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",369667,"2018-09-16T03:15:00.000+0000","2018091601","2018-09-16T01:15:00.000+0000","2018091600","2018091523","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-09-15T17:51:00","FM-15","6","0.0",null,"2018-09-16T00:51:00.000+0000","2018091600",40,107,67,28.51,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2018-09-15T16:53:00","FM-15","7","0.0",null,"2018-09-16T00:53:00.000+0000",41,76,57,29.81,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,30,7,"2018-09-30","OH",20397,"OH","N573NN",5342,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,12323,1232305,32323,"ILM","Wilmington, NC","NC",37,"North Carolina",36,1532,1529,-3,0,0,-1,"1500-1559",45,1614,1714,3,1711,1717,6,6,0,0,"1700-1759",0,null,0,99,108,60,1,413,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",369838,"2018-09-30T19:32:00.000+0000","2018093017","2018-09-30T17:32:00.000+0000","2018093016","2018093015","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2018-09-30T11:54:00","FM-15","7","0.0",null,"2018-09-30T16:54:00.000+0000","2018093016",53,71,61,30.32,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","10.1","34.2675","-77.8997","2018-09-30T11:53:00","FM-15","7","0.0",null,"2018-09-30T16:53:00.000+0000",64,80,70,30.23,80,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,8,6,"2018-12-08","UA",19977,"UA","N546UA",444,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1530,1523,-7,0,0,-1,"1500-1559",13,1536,2324,4,2354,2328,-26,0,0,-2,"2300-2359",0,null,0,324,305,288,1,2704,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",372807,"2018-12-08T23:30:00.000+0000","2018120821","2018-12-08T21:30:00.000+0000","2018120820","2018120819","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-12-08T12:56:00","FM-15","7","0.0",null,"2018-12-08T20:56:00.000+0000","2018120820",48,58,53,30.26,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2018-12-08T15:54:00","FM-15","7","0.0",null,"2018-12-08T20:54:00.000+0000",-3,29,21,30.37,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,22,1,"2018-10-22","OO",20304,"OO","N915SW",5130,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10558,1055803,30558,"BFF","Scottsbluff, NE","NE",31,"Nebraska",65,2010,2010,0,0,0,0,"2000-2059",16,2026,2053,3,2109,2056,-13,0,0,-1,"2100-2159",0,null,0,59,46,27,1,150,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",373091,"2018-10-23T02:10:00.000+0000","2018102300","2018-10-23T00:10:00.000+0000","2018102223","2018102222","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-10-22T16:53:00","FM-15","7","0.0",null,"2018-10-22T23:53:00.000+0000","2018102223",30,65,48,24.69,110,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBFF","BFF","Western Neb. Rgnl/William B. Heilig Airport","Scottsbluff","Nebraska","US",3967,41.87400055,-103.5960007,"America/Denver","72566024028","SCOTTSBLUFF W B HEILIG FIELD AIRPORT, NE US","1202.4","41.8705","-103.593","2018-10-22T16:53:00","FM-15","7","0.0",null,"2018-10-22T23:53:00.000+0000",38,59,48,26.11,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,16,7,"2018-09-16","OO",20304,"OO","N133SY",5372,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,756,750,-6,0,0,-1,"0700-0759",14,804,1053,5,1111,1058,-13,0,0,-1,"1100-1159",0,null,0,135,128,109,1,775,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",373540,"2018-09-16T13:56:00.000+0000","2018091611","2018-09-16T11:56:00.000+0000","2018091610","2018091609","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-09-16T04:53:00","FM-15","7","0.0",null,"2018-09-16T11:53:00.000+0000","2018091611",45,61,52,24.6,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2018-09-16T05:53:00","FM-15","7","0.0","BR:1 |s FG s |","2018-09-16T11:53:00.000+0000",72,73,72,29.42,0,0,0.25,"BR:1 ","s FG s ","",0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1],[1,3,27,2,"2018-03-27","UA",19977,"UA","N62884",1787,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,602,554,-8,0,0,-1,"0600-0659",14,608,756,11,824,807,-17,0,0,-2,"0800-0859",0,null,0,202,193,168,1,1197,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",374486,"2018-03-27T10:02:00.000+0000","2018032708","2018-03-27T08:02:00.000+0000","2018032707","2018032706","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2018-03-27T02:53:00","FM-15","7","0.0",null,"2018-03-27T07:53:00.000+0000","2018032707",63,71,66,30.16,60,16,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-03-27T01:51:00","FM-15","7","0.04","-RA:02 BR:1 |RA |","2018-03-27T07:51:00.000+0000",47,50,48,29.19,200,10,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,24,3,"2018-01-24","DL",19790,"DL","N536US",1053,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,14027,1402702,34027,"PBI","West Palm Beach/Palm Beach, FL","FL",12,"Florida",33,1714,1716,2,2,0,0,"1700-1759",15,1731,1852,4,1905,1856,-9,0,0,-1,"1900-1959",0,null,0,111,100,81,1,545,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",375232,"2018-01-24T22:14:00.000+0000","2018012420","2018-01-24T20:14:00.000+0000","2018012419","2018012418","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-01-24T14:52:00","FM-15","7","0.0",null,"2018-01-24T19:52:00.000+0000","2018012419",24,53,41,29.13,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2018-01-24T14:53:00","FM-15","7","0.0",null,"2018-01-24T19:53:00.000+0000",66,75,69,30.07,60,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,18,7,"2018-03-18","YX",20452,"YX","N409YX",4622,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,1723,1722,-1,0,0,-1,"1700-1759",20,1742,1844,4,1911,1848,-23,0,0,-2,"1900-1959",0,null,0,108,86,62,1,431,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York",376191,"2018-03-18T21:23:00.000+0000","2018031819","2018-03-18T19:23:00.000+0000","2018031818","2018031817","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2018-03-18T13:51:00","FM-15","7","0.0",null,"2018-03-18T18:51:00.000+0000","2018031818",29,56,44,29.5,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2018-03-18T13:51:00","FM-15","7","0.0",null,"2018-03-18T18:51:00.000+0000",8,41,31,29.88,310,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,13,3,"2016-07-13","WN",19393,"WN","N289CT",3612,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,745,744,-1,0,0,-1,"0700-0759",13,757,856,6,905,902,-3,0,0,-1,"0900-0959",0,null,0,80,78,59,1,361,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",376906,"2016-07-13T11:45:00.000+0000","2016071309","2016-07-13T09:45:00.000+0000","2016071308","2016071307","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2016-07-13T03:54:00","FM-15","7","0.0",null,"2016-07-13T08:54:00.000+0000","2016071308",71,73,72,29.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2016-07-13T03:52:00","FM-15","7","0.0",null,"2016-07-13T08:52:00.000+0000",68,71,69,29.26,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,27,2,"2017-06-27","WN",19393,"WN","N8656B",4179,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,1935,1945,10,10,0,0,"1900-1959",9,1954,2227,6,2230,2233,3,3,0,0,"2200-2259",0,null,0,115,108,93,1,738,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",377590,"2017-06-28T00:35:00.000+0000","2017062722","2017-06-27T22:35:00.000+0000","2017062721","2017062720","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2017-06-27T15:51:00","FM-15","7","0.0",null,"2017-06-27T21:51:00.000+0000","2017062721",50,82,63,29.3,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2017-06-27T16:54:00","FM-15","7","0.0",null,"2017-06-27T21:54:00.000+0000",47,79,61,29.8,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,27,4,"2018-12-27","AS",19930,"AS","N282VA",1156,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,620,612,-8,0,0,-1,"0600-0659",27,639,1420,8,1431,1428,-3,0,0,-1,"1400-1459",0,null,0,311,316,281,1,2454,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",379812,"2018-12-27T14:20:00.000+0000","2018122712","2018-12-27T12:20:00.000+0000","2018122711","2018122710","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-12-27T03:53:00","FM-15","7","0.0",null,"2018-12-27T11:53:00.000+0000","2018122711",41,49,45,29.6,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2018-12-27T06:51:00","FM-15","7","0.0",null,"2018-12-27T11:51:00.000+0000",26,37,33,30.56,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,10,6,"2018-11-10","B6",20409,"B6","N534JB",537,10529,1052906,30529,"BDL","Hartford, CT","CT",9,"Connecticut",11,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,1819,1838,19,19,1,1,"1800-1859",37,1915,2149,12,2120,2201,41,41,1,2,"2100-2159",0,null,0,181,203,154,1,1050,5,8,0,22,0,11,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBDL","BDL","Bradley International Airport","Hartford","Connecticut","US",173,41.9388999939,-72.6831970215,"America/New_York",379837,"2018-11-10T23:19:00.000+0000","2018111021","2018-11-10T21:19:00.000+0000","2018111020","2018111019","72508014740","HARTFORD BRADLEY INTERNATIONAL AIRPORT, CT US","53.3","41.9375","-72.6819","2018-11-10T15:51:00","FM-15","7","0.0",null,"2018-11-10T20:51:00.000+0000","2018111020",17,39,31,29.78,300,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2018-11-10T15:53:00","FM-15","7","0.0",null,"2018-11-10T20:53:00.000+0000",68,80,72,29.93,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,20,2,"2018-11-20","AA",19805,"AA","N663AW",889,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,1705,1703,-2,0,0,-1,"1700-1759",11,1714,1959,4,2012,2003,-9,0,0,-1,"2000-2059",0,null,0,127,120,105,1,872,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",380084,"2018-11-21T00:05:00.000+0000","2018112022","2018-11-20T22:05:00.000+0000","2018112021","2018112020","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-11-20T14:51:00","FM-15","7","0.0",null,"2018-11-20T21:51:00.000+0000","2018112021",22,77,52,28.75,60,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2018-11-20T15:53:00","FM-15","7","0.0",null,"2018-11-20T21:53:00.000+0000",36,62,49,29.73,30,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,4,7,"2018-11-04","WN",19393,"WN","N741SA",5283,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,11884,1188402,31884,"GEG","Spokane, WA","WA",53,"Washington",93,955,948,-7,0,0,-1,"0900-0959",7,955,1129,4,1140,1133,-7,0,0,-1,"1100-1159",0,null,0,105,105,94,1,649,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",382231,"2018-11-04T17:55:00.000+0000","2018110415","2018-11-04T15:55:00.000+0000","2018110414","2018110413","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2018-11-04T07:53:00","FM-15","7","0.0",null,"2018-11-04T15:53:00.000+0000","2018110415",43,54,49,29.98,140,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.2","47.6216","-117.528","2018-11-04T07:53:00","FM-15","7","0.0",null,"2018-11-04T15:53:00.000+0000",39,46,43,27.23,210,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,1,1,"2019-04-01","UA",19977,"UA","N39463",2342,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,2000,1959,-1,0,0,-1,"2000-2059",22,2021,2153,4,2157,2157,0,0,0,0,"2100-2159",0,null,0,117,118,92,1,651,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",384471,"2019-04-02T03:00:00.000+0000","2019040201","2019-04-02T01:00:00.000+0000","2019040200","2019040123","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-04-01T16:56:00","FM-15","7","0.0",null,"2019-04-02T00:56:00.000+0000","2019040200",49,61,55,29.89,210,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2019-04-01T17:51:00","FM-15","7","0.0",null,"2019-04-02T00:51:00.000+0000",10,81,51,28.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,14,2,"2015-07-14","HA",19690,"HA","N580HA",66,12758,1275803,32758,"KOA","Kona, HI","HI",15,"Hawaii",2,13796,1379604,32457,"OAK","Oakland, CA","CA",6,"California",91,1220,1215,-5,0,0,-1,"1200-1259",9,1224,2017,5,2025,2022,-3,0,0,-1,"2000-2059",0,null,0,305,307,293,1,2378,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"PHKO","KOA","Kona International At Keahole Airport","Kailua/Kona","Hawaii","US",47,19.7388000488,-156.046005249,"Pacific/Honolulu",391829,"2015-07-14T22:20:00.000+0000","2015071420","2015-07-14T20:20:00.000+0000","2015071419","2015071418","91197521510","KAILUA KONA KE AHOLE AIRPORT, HI US","13.1","19.73556","-156.04889","2015-07-14T09:53:00","FM-15","7","0.0",null,"2015-07-14T19:53:00.000+0000","2015071419",70,85,75,29.87,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2015-07-14T11:53:00","FM-15","7","0.0",null,"2015-07-14T19:53:00.000+0000",56,64,59,29.84,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,23,1,"2016-05-23","OO",20304,"OO","N986SW",5264,12389,1238902,32389,"ISN","Williston, ND","ND",38,"North Dakota",66,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,600,550,-10,0,0,-1,"0600-0659",17,607,643,10,705,653,-12,0,0,-1,"0700-0759",0,null,0,125,123,96,1,576,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KISN","ISN","Sloulin Field International Airport","Williston","North Dakota","US",1982,48.177898407,-103.641998291,"America/Chicago",392887,"2016-05-23T11:00:00.000+0000","2016052309","2016-05-23T09:00:00.000+0000","2016052308","2016052307","72767094014","WILLISTON SLOULIN FIELD, ND US","579.7","48.1738","-103.6366","2016-05-23T02:52:00","FM-15","7","0.0",null,"2016-05-23T08:52:00.000+0000","2016052308",35,49,43,27.63,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-05-23T01:53:00","FM-15","7","0.03","-RA:02 |RA |","2016-05-23T08:53:00.000+0000",42,48,45,24.5,140,11,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,13,1,"2015-07-13","OO",20304,"OO","N459SW",4815,11638,1163805,31638,"FAT","Fresno, CA","CA",6,"California",91,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1225,1227,2,2,0,0,"1200-1259",11,1238,1447,5,1501,1452,-9,0,0,-1,"1500-1559",0,null,0,96,85,69,1,501,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles",393166,"2015-07-13T19:25:00.000+0000","2015071317","2015-07-13T17:25:00.000+0000","2015071316","2015071315","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.5","36.78","-119.7194","2015-07-13T08:53:00","FM-15","7","0.0",null,"2015-07-13T16:53:00.000+0000","2015071316",54,76,63,29.63,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-07-13T09:53:00","FM-15","7","0.0",null,"2015-07-13T16:53:00.000+0000",45,82,60,25.76,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,10,5,"2015-07-10","WN",19393,"WN","N794SW",981,13871,1387102,33316,"OMA","Omaha, NE","NE",31,"Nebraska",65,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1720,1725,5,5,0,0,"1700-1759",7,1732,1802,7,1810,1809,-1,0,0,-1,"1800-1859",0,null,0,170,164,150,1,1099,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",393227,"2015-07-10T22:20:00.000+0000","2015071020","2015-07-10T20:20:00.000+0000","2015071019","2015071018","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2015-07-10T13:52:00","FM-15","7","0.0",null,"2015-07-10T19:52:00.000+0000","2015071019",65,78,70,28.97,170,13,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-07-10T11:56:00","FM-15","7","0.0",null,"2015-07-10T19:56:00.000+0000",39,89,61,27.54,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,7,"2015-03-15","OO",20304,"OO","N980SW",5449,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,14543,1454302,34543,"RKS","Rock Springs, WY","WY",56,"Wyoming",88,1205,1230,25,25,1,1,"1200-1259",12,1242,1322,4,1319,1326,7,7,0,0,"1300-1359",0,null,0,74,56,40,1,260,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",393611,"2015-03-15T18:05:00.000+0000","2015031516","2015-03-15T16:05:00.000+0000","2015031515","2015031514","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-03-15T08:53:00","FM-15","7","0.0",null,"2015-03-15T15:53:00.000+0000","2015031515",19,61,43,24.76,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRKS","RKS","Rock Springs Sweetwater County Airport","Rock Springs","Wyoming","US",6764,41.59420013,-109.0650024,"America/Denver","72574424027","ROCK SPRINGS AIRPORT, WY US","2055.0","41.59466","-109.05296","2015-03-15T08:54:00","FM-15","7","0.0",null,"2015-03-15T15:54:00.000+0000",26,46,37,23.65,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,1,3,"2016-06-01","DL",19790,"DL","N946AT",2519,15624,1562402,31504,"VPS","Valparaiso, FL","FL",12,"Florida",33,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,730,726,-4,0,0,-1,"0700-0759",10,736,916,12,943,928,-15,0,0,-1,"0900-0959",0,null,0,73,62,40,1,250,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KVPS","VPS","Eglin Air Force Base","Valparaiso","Florida","US",87,30.4832000732,-86.5253982544,"America/Chicago",394464,"2016-06-01T12:30:00.000+0000","2016060110","2016-06-01T10:30:00.000+0000","2016060109","2016060108","72221013858","VALPARAISO EGLIN AFB, FL US","20.1","30.48333","-86.51667","2016-06-01T03:56:00","FM-15","7","0.0",null,"2016-06-01T09:56:00.000+0000","2016060109",67,70,68,29.85,340,1,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-06-01T04:52:00","FM-15","7","0.0",null,"2016-06-01T09:52:00.000+0000",65,72,68,28.88,60,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,7,2,"2015-04-07","WN",19393,"WN","N607SW",1780,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1525,1543,18,18,1,1,"1500-1559",13,1556,1700,6,1655,1706,11,11,0,0,"1600-1659",0,null,0,90,83,64,1,406,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",395319,"2015-04-07T19:25:00.000+0000","2015040717","2015-04-07T17:25:00.000+0000","2015040716","2015040715","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-04-07T11:52:00","FM-15","7","0.0",null,"2015-04-07T16:52:00.000+0000","2015040716",62,73,66,29.12,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-04-07T11:53:00","FM-15","7","0.0",null,"2015-04-07T16:53:00.000+0000",69,81,73,30.17,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,13,7,"2015-12-13","EV",20366,"EV","N676AE",2810,14193,1419304,33728,"PNS","Pensacola, FL","FL",12,"Florida",33,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1852,1849,-3,0,0,-1,"1800-1859",15,1904,2047,10,2106,2057,-9,0,0,-1,"2100-2159",0,null,0,134,128,103,1,604,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago",395848,"2015-12-14T00:52:00.000+0000","2015121322","2015-12-13T22:52:00.000+0000","2015121321","2015121320","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2015-12-13T15:53:00","FM-15","7","0.0",null,"2015-12-13T21:53:00.000+0000","2015121321",68,72,69,29.78,130,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-12-13T15:53:00","FM-15","7","0.0",null,"2015-12-13T21:53:00.000+0000",46,56,51,28.89,180,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,18,6,"2015-04-18","EV",20366,"EV","N11191",5991,15919,1591902,31834,"XNA","Fayetteville, AR","AR",5,"Arkansas",71,13930,1393003,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1559,1553,-6,0,0,-1,"1500-1559",25,1618,1738,12,1747,1750,3,3,0,0,"1700-1759",0,null,0,108,117,80,1,522,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago",396023,"2015-04-18T20:59:00.000+0000","2015041818","2015-04-18T18:59:00.000+0000","2015041817","2015041816","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","392.3","36.28333","-94.3","2015-04-18T12:53:00","FM-15","7","0.01",null,"2015-04-18T18:53:00.000+0000","2015041818",61,66,63,28.52,70,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-04-18T12:51:00","FM-15","7","0.0",null,"2015-04-18T18:51:00.000+0000",38,57,48,29.35,40,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,9,6,"2019-02-09","WN",19393,"WN","N290WN",2825,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,940,930,-10,0,0,-1,"0900-0959",21,951,1026,5,1045,1031,-14,0,0,-1,"1000-1059",0,null,0,65,61,35,1,197,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",397262,"2019-02-09T14:40:00.000+0000","2019020912","2019-02-09T12:40:00.000+0000","2019020911","2019020910","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2019-02-09T06:53:00","FM-15","7","0.0",null,"2019-02-09T11:53:00.000+0000","2019020911",64,70,66,30.22,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2019-02-09T06:53:00","FM-15","7","0.0",null,"2019-02-09T11:53:00.000+0000",59,64,61,30.32,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,3,5,"2021-09-03 00:00:00","OO",20304,"OO","N744SK",3258,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,1939,1934,-5,0,0,-1,"1900-1959",28,2002,2058,6,2111,2104,-7,0,0,-1,"2100-2159",0,null,0,92,90,56,1,337,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",397820,"2021-09-04T02:39:00.000+0000","2021090400","2021-09-04T00:39:00.000+0000","2021090323","2021090322","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-09-03T15:59:00","FM-16","7","0.0",null,"2021-09-03T23:59:00.000+0000","2021090323",59,68,63,29.52,250,17,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-09-03T15:56:00","FM-15","7","0.0",null,"2021-09-03T23:56:00.000+0000",53,65,58,29.9,300,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,1,3,"2021-09-01 00:00:00","OH",20397,"OH","N705PS",5358,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,13277,1327702,33277,"MGM","Montgomery, AL","AL",1,"Alabama",51,945,941,-4,0,0,-1,"0900-0959",27,1008,1006,2,1015,1008,-7,0,0,-1,"1000-1059",0,null,0,90,87,58,1,372,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",398068,"2021-09-01T13:45:00.000+0000","2021090111","2021-09-01T11:45:00.000+0000","2021090110","2021090109","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-09-01T06:24:00","FM-16","7","0.01","-RA:02 BR:1 |RA |RA","2021-09-01T11:24:00.000+0000","2021090111",71,73,72,28.85,180,10,1.5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMGM","MGM","Montgomery Regional (Dannelly Field) Airport","Montgomery","Alabama","US",221,32.30059814,-86.39399719,"America/Chicago","72226013895","MONTGOMERY AIRPORT, AL US","66.2","32.2997","-86.40745","2021-09-01T04:53:00","FM-15","7","0.0",null,"2021-09-01T10:53:00.000+0000",70,72,71,29.59,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,22,5,"2019-02-22","OO",20304,"OO","N917SW",5549,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,10157,1015706,30157,"ACV","Arcata/Eureka, CA","CA",6,"California",91,840,853,13,13,0,0,"0800-0859",43,936,1021,5,1005,1026,21,21,1,1,"1000-1059",0,null,0,85,93,45,1,250,2,0,0,8,0,13,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",398539,"2019-02-22T16:40:00.000+0000","2019022214","2019-02-22T14:40:00.000+0000","2019022213","2019022212","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-02-22T05:56:00","FM-15","7","0.0",null,"2019-02-22T13:56:00.000+0000","2019022213",26,47,39,30.02,40,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KACV","ACV","Arcata Airport","Arcata/Eureka","California","US",221,40.978099823,-124.1090011597,"America/Los_Angeles","72594524283","ARCATA EUREKA AIRPORT, CA US","61.0","40.97806","-124.10861","2019-02-22T05:53:00","FM-15","7","0.0",null,"2019-02-22T13:53:00.000+0000",28,30,29,29.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,20,4,"2021-05-20 00:00:00","WN",19393,"WN","N8524Z",678,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,805,801,-4,0,0,-1,"0800-0859",9,810,921,4,940,925,-15,0,0,-1,"0900-0959",0,null,0,95,84,71,1,480,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",399072,"2021-05-20T15:05:00.000+0000","2021052013","2021-05-20T13:05:00.000+0000","2021052012","2021052011","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-05-20T04:51:00","FM-15","7","0.0",null,"2021-05-20T12:51:00.000+0000","2021052012",51,63,56,29.86,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-05-20T04:53:00","FM-15","7","0.0",null,"2021-05-20T12:53:00.000+0000",34,47,41,29.94,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,5,1,"2021-04-05 00:00:00","DL",19790,"DL","N6709",2203,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1605,1601,-4,0,0,-1,"1600-1659",14,1615,1742,6,1800,1748,-12,0,0,-1,"1800-1859",0,null,0,115,107,87,1,594,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",399472,"2021-04-05T20:05:00.000+0000","2021040518","2021-04-05T18:05:00.000+0000","2021040517","2021040516","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-04-05T12:52:00","FM-15","7","0.0",null,"2021-04-05T17:52:00.000+0000","2021040517",32,75,54,29.05,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-04-05T12:53:00","FM-15","7","0.0",null,"2021-04-05T17:53:00.000+0000",45,52,48,29.32,null,10,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,8,3,"2021-09-08 00:00:00","WN",19393,"WN","N8712L",4576,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1555,1717,82,82,1,5,"1500-1559",21,1738,1822,7,1700,1829,89,89,1,5,"1700-1759",0,null,0,65,72,44,1,255,2,28,0,7,0,54,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",400140,"2021-09-08T22:55:00.000+0000","2021090820","2021-09-08T20:55:00.000+0000","2021090819","2021090818","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-09-08T13:51:00","FM-15","7","0.0",null,"2021-09-08T20:51:00.000+0000","2021090820",64,100,75,28.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-09-08T12:01:00","FM-16","7","0.0",null,"2021-09-08T20:01:00.000+0000",44,102,67,27.65,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,13,4,"2021-05-13 00:00:00","AS",19930,"AS","N237AK",1275,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,900,852,-8,0,0,-1,"0900-0959",30,922,1127,21,1140,1148,8,8,0,0,"1100-1159",0,null,0,160,176,125,1,867,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",401279,"2021-05-13T16:00:00.000+0000","2021051314","2021-05-13T14:00:00.000+0000","2021051313","2021051312","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-05-13T05:56:00","FM-15","7","0.0",null,"2021-05-13T13:56:00.000+0000","2021051313",25,75,51,27.72,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-05-13T05:53:00","FM-15","7","0.0","BR:1 ||","2021-05-13T13:53:00.000+0000",48,51,49,29.74,30,7,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,5,1,"2021-04-05 00:00:00","AS",19930,"AS","N644AS",61,15991,1599102,35991,"YAK","Yakutat, AK","AK",2,"Alaska",1,10926,1092603,30913,"CDV","Cordova, AK","AK",2,"Alaska",1,1223,1213,-10,0,0,-1,"1200-1259",3,1216,1257,3,1311,1300,-11,0,0,-1,"1300-1359",0,null,0,48,47,41,1,213,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"PAYA","YAK","Yakutat Airport","Yakutat","Alaska","US",33,59.5032997131,-139.660003662,"America/Anchorage",401433,"2021-04-05T20:23:00.000+0000","2021040518","2021-04-05T18:23:00.000+0000","2021040517","2021040516","70361025339","YAKUTAT AIRPORT, AK US","12.6","59.51211","-139.67103","2021-04-05T08:53:00","FM-15","7","0.0",null,"2021-04-05T17:53:00.000+0000","2021040517",32,38,36,29.91,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PACV","CDV","Merle K (Mudhole) Smith Airport","Cordova","Alaska","US",54,60.4917984,-145.4779968,"America/Anchorage","70296026410","CORDOVA AIRPORT, AK US","14.7","60.48604","-145.4445","2021-04-05T08:53:00","FM-15","7","0.0",null,"2021-04-05T17:53:00.000+0000",33,35,34,29.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,20,6,"2020-06-20 00:00:00","YX",20452,"YX","N741YX",3464,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,950,952,2,2,0,0,"0900-0959",19,1011,1246,4,1248,1250,2,2,0,0,"1200-1259",0,null,0,118,118,95,1,642,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",402262,"2020-06-20T14:50:00.000+0000","2020062012","2020-06-20T12:50:00.000+0000","2020062011","2020062010","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2020-06-20T05:51:00","FM-15","7","0.0",null,"2020-06-20T11:51:00.000+0000","2020062011",64,76,68,29.24,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2020-06-20T06:54:00","FM-15","7","0.0",null,"2020-06-20T11:54:00.000+0000",67,69,68,29.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,20,3,"2019-03-20","DL",19790,"DL","N331NB",1146,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,14831,1483106,32457,"SJC","San Jose, CA","CA",6,"California",91,1705,1656,-9,0,0,-1,"1700-1759",17,1713,1739,3,1808,1742,-26,0,0,-2,"1800-1859",0,null,0,123,106,86,1,584,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",402637,"2019-03-20T23:05:00.000+0000","2019032021","2019-03-20T21:05:00.000+0000","2019032020","2019032019","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2019-03-20T13:54:00","FM-15","7","0.0",null,"2019-03-20T20:54:00.000+0000","2019032020",11,60,41,25.8,110,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2019-03-20T12:53:00","FM-15","7","0.0",null,"2019-03-20T20:53:00.000+0000",47,61,54,29.98,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,19,7,"2020-04-19 00:00:00","DL",19790,"DL","N366NB",1813,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,955,947,-8,0,0,-1,"0900-0959",14,1001,1102,6,1111,1108,-3,0,0,-1,"1100-1159",0,null,0,76,81,61,1,409,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",402912,"2020-04-19T13:55:00.000+0000","2020041911","2020-04-19T11:55:00.000+0000","2020041910","2020041909","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2020-04-19T06:53:00","FM-15","7","0.0",null,"2020-04-19T11:53:00.000+0000","2020041911",33,43,39,29.01,230,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2020-04-19T06:54:00","FM-15","7","0.0",null,"2020-04-19T11:54:00.000+0000",31,43,38,29.85,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,7,7,"2018-10-07","B6",20409,"B6","N590JB",1374,10994,1099402,30994,"CHS","Charleston, SC","SC",45,"South Carolina",37,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1708,1658,-10,0,0,-1,"1700-1759",21,1719,1858,20,1905,1918,13,13,0,0,"1900-1959",0,null,0,117,140,99,1,636,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York",403352,"2018-10-07T21:08:00.000+0000","2018100719","2018-10-07T19:08:00.000+0000","2018100718","2018100717","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2018-10-07T13:56:00","FM-15","7","0.0","-RA:02 |RA |RA","2018-10-07T18:56:00.000+0000","2018100718",74,83,77,30.09,40,3,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2018-10-07T13:51:00","FM-15","7","0.0",null,"2018-10-07T18:51:00.000+0000",72,77,74,30.16,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,27,7,"2020-12-27 00:00:00","OO",20304,"OO","N809CA",5239,11540,1154005,30615,"ELP","El Paso, TX","TX",48,"Texas",74,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1514,1512,-2,0,0,-1,"1500-1559",16,1528,1758,7,1818,1805,-13,0,0,-1,"1800-1859",0,null,0,124,113,90,1,667,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver",404663,"2020-12-27T22:14:00.000+0000","2020122720","2020-12-27T20:14:00.000+0000","2020122719","2020122718","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1194.2","31.81111","-106.37583","2020-12-27T12:51:00","FM-15","7","0.0",null,"2020-12-27T19:51:00.000+0000","2020122719",22,63,45,26,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2020-12-27T13:53:00","FM-15","7","0.0",null,"2020-12-27T19:53:00.000+0000",56,72,63,29.89,190,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,18,4,"2021-03-18 00:00:00","AA",19805,"AA","N154AA",833,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1820,1846,26,26,1,1,"1800-1859",9,1855,2036,18,2051,2054,3,3,0,0,"2000-2059",0,null,0,211,188,161,1,1182,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",406782,"2021-03-18T22:20:00.000+0000","2021031820","2021-03-18T20:20:00.000+0000","2021031819","2021031818","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-03-18T14:53:00","FM-15","7","0.0",null,"2021-03-18T19:53:00.000+0000","2021031819",72,84,76,29.95,180,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-03-18T13:51:00","FM-15","7","0.0",null,"2021-03-18T19:51:00.000+0000",34,42,39,29.32,30,36,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,23,6,"2017-12-23","OO",20304,"OO","N191SY",3321,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,630,620,-10,0,0,-1,"0600-0659",26,646,941,4,947,945,-2,0,0,-1,"0900-0959",0,null,0,257,265,235,1,1381,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",407060,"2017-12-23T11:30:00.000+0000","2017122309","2017-12-23T09:30:00.000+0000","2017122308","2017122307","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2017-12-23T04:10:00","FM-16","7","0.0","-RA:02 |RA |","2017-12-23T09:10:00.000+0000","2017122309",36,39,38,30.06,70,9,1,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-12-23T02:53:00","FM-15","7","0.0",null,"2017-12-23T08:53:00.000+0000",30,35,33,29.69,310,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,30,3,"2020-12-30 00:00:00","B6",20409,"B6","N634JB",1905,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,850,839,-11,0,0,-1,"0800-0859",24,903,1119,6,1150,1125,-25,0,0,-2,"1100-1159",0,null,0,360,346,316,1,2305,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York",407310,"2020-12-30T13:50:00.000+0000","2020123011","2020-12-30T11:50:00.000+0000","2020123010","2020123009","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2020-12-30T05:54:00","FM-15","7","0.0",null,"2020-12-30T10:54:00.000+0000","2020123010",19,24,22,30.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2020-12-30T02:53:00","FM-15","7","0.0",null,"2020-12-30T10:53:00.000+0000",37,45,41,29.86,80,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,22,6,"2019-06-22","OH",20397,"OH","N582NN",5189,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,12323,1232305,32323,"ILM","Wilmington, NC","NC",37,"North Carolina",36,755,747,-8,0,0,-1,"0700-0759",17,804,834,4,902,838,-24,0,0,-2,"0900-0959",0,null,0,67,51,30,1,185,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",410062,"2019-06-22T11:55:00.000+0000","2019062209","2019-06-22T09:55:00.000+0000","2019062208","2019062207","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-06-22T04:52:00","FM-15","7","0.0",null,"2019-06-22T09:52:00.000+0000","2019062209",65,72,68,29.12,360,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","10.1","34.2675","-77.8997","2019-06-22T04:53:00","FM-15","7","0.0",null,"2019-06-22T09:53:00.000+0000",65,69,66,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,11,6,"2020-01-11 00:00:00","OO",20304,"OO","N939SW",5273,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,13486,1348602,33486,"MSO","Missoula, MT","MT",30,"Montana",84,1432,1435,3,3,0,0,"1400-1459",14,1449,1641,3,1657,1644,-13,0,0,-1,"1600-1659",0,null,0,145,129,112,1,679,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",410649,"2020-01-11T21:32:00.000+0000","2020011119","2020-01-11T19:32:00.000+0000","2020011118","2020011117","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-01-11T11:53:00","FM-15","7","0.0",null,"2020-01-11T18:53:00.000+0000","2020011118",13,33,26,24.37,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","972.9","46.9208","-114.0925","2020-01-11T11:53:00","FM-15","6","0.0",null,"2020-01-11T18:53:00.000+0000",25,33,30,26.41,110,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,16,1,"2021-08-16 00:00:00","NK",20416,"NK","N941NK",1466,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1250,1251,1,1,0,0,"1200-1259",13,1304,1804,4,1819,1808,-11,0,0,-1,"1800-1859",0,null,0,209,197,180,1,1500,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",412507,"2021-08-16T19:50:00.000+0000","2021081617","2021-08-16T17:50:00.000+0000","2021081616","2021081615","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-08-16T08:56:00","FM-15","7","0.0",null,"2021-08-16T16:56:00.000+0000","2021081616",60,96,72,27.6,350,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-08-16T10:53:00","FM-15","7","0.0",null,"2021-08-16T16:53:00.000+0000",74,89,78,29.92,30,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,14,6,"2021-08-14 00:00:00","WN",19393,"WN","N769SW",5280,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,940,951,11,11,0,0,"0900-0959",13,1004,1415,5,1410,1420,10,10,0,0,"1400-1459",0,null,0,150,149,131,1,1020,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",412622,"2021-08-14T16:40:00.000+0000","2021081414","2021-08-14T14:40:00.000+0000","2021081413","2021081412","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-08-14T06:51:00","FM-15","7","0.0",null,"2021-08-14T13:51:00.000+0000","2021081413",71,74,72,28.86,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-08-14T07:53:00","FM-15","7","0.0",null,"2021-08-14T13:53:00.000+0000",76,86,79,30.06,340,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,25,6,"2021-12-25 00:00:00","OO",20304,"OO","N510SY",6347,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,600,552,-8,0,0,-1,"0600-0659",31,623,806,13,756,819,23,23,1,1,"0700-0759",0,null,0,176,207,163,1,862,4,23,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",412885,"2021-12-25T13:00:00.000+0000","2021122511","2021-12-25T11:00:00.000+0000","2021122510","2021122509","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-12-25T03:53:00","FM-15","7","0.0",null,"2021-12-25T10:53:00.000+0000","2021122510",22,33,29,24.26,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-12-25T02:53:00","FM-15","7","0.0",null,"2021-12-25T10:53:00.000+0000",50,53,51,29.67,120,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,19,7,"2021-12-19 00:00:00","MQ",20398,"MQ","N253NN",3807,10868,1086803,30868,"CAE","Columbia, SC","SC",45,"South Carolina",37,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,720,718,-2,0,0,-1,"0700-0759",13,731,859,17,923,916,-7,0,0,-1,"0900-0959",0,null,0,183,178,148,1,922,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCAE","CAE","Columbia Metropolitan Airport","Columbia","South Carolina","US",236,33.9388008118,-81.1194992065,"America/New_York",413076,"2021-12-19T12:20:00.000+0000","2021121910","2021-12-19T10:20:00.000+0000","2021121909","2021121908","72310013883","COLUMBIA METROPOLITAN AIRPORT, SC US","68.3","33.94225","-81.11802","2021-12-19T04:56:00","FM-15","7","0.02",null,"2021-12-19T09:56:00.000+0000","2021121909",61,62,61,29.67,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-12-19T03:53:00","FM-15","7","0.0",null,"2021-12-19T09:53:00.000+0000",27,36,33,29.67,30,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,12,7,"2021-12-12 00:00:00","AA",19805,"AA","N951NN",2089,14908,1490803,32575,"SNA","Santa Ana, CA","CA",6,"California",91,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1445,1440,-5,0,0,-1,"1400-1459",24,1504,2024,18,2051,2042,-9,0,0,-1,"2000-2059",0,null,0,246,242,200,1,1726,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",413332,"2021-12-12T22:45:00.000+0000","2021121220","2021-12-12T20:45:00.000+0000","2021121219","2021121218","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-12-12T11:53:00","FM-15","7","0.0",null,"2021-12-12T19:53:00.000+0000","2021121219",45,64,54,29.96,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-12-12T13:51:00","FM-15","7","0.0",null,"2021-12-12T19:51:00.000+0000",24,48,38,29.33,210,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,30,5,"2021-07-30 00:00:00","OO",20304,"OO","N957SW",5283,10408,1040805,30408,"ATW","Appleton, WI","WI",55,"Wisconsin",45,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,851,901,10,10,0,0,"0800-0859",21,922,1028,16,1028,1044,16,16,1,1,"1000-1059",0,null,0,157,163,126,1,883,4,16,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",414673,"2021-07-30T13:51:00.000+0000","2021073011","2021-07-30T11:51:00.000+0000","2021073010","2021073009","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2021-07-30T05:45:00","FM-15","7","0.0",null,"2021-07-30T11:45:00.000+0000","2021073011",50,55,52,29.2,20,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-07-30T03:53:00","FM-15","7","0.0",null,"2021-07-30T10:53:00.000+0000",50,69,58,24.71,200,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,2,1,"2021-08-02 00:00:00","WN",19393,"WN","N422WN",867,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,630,634,4,4,0,0,"0600-0659",13,647,722,8,740,730,-10,0,0,-1,"0700-0759",0,null,0,70,56,35,1,177,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",415553,"2021-08-02T10:30:00.000+0000","2021080208","2021-08-02T08:30:00.000+0000","2021080207","2021080206","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-08-02T02:53:00","FM-15","7","0.0",null,"2021-08-02T07:53:00.000+0000","2021080207",77,81,78,30.04,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-08-02T02:53:00","FM-15","7","0.0",null,"2021-08-02T07:53:00.000+0000",77,79,78,29.9,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,31,2,"2020-03-31 00:00:00","DL",19790,"DL","N391DA",605,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,937,931,-6,0,0,-1,"0900-0959",14,945,1623,9,1648,1632,-16,0,0,-2,"1600-1659",0,null,0,251,241,218,1,1927,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",416580,"2020-03-31T16:37:00.000+0000","2020033114","2020-03-31T14:37:00.000+0000","2020033113","2020033112","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2020-03-31T06:20:00","FM-16","7","0.0",null,"2020-03-31T14:20:00.000+0000","2020033114",36,39,38,29.49,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2020-03-31T08:53:00","FM-15","7","0.0",null,"2020-03-31T13:53:00.000+0000",34,40,37,29.3,30,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,8,5,"2021-10-08 00:00:00","B6",20409,"B6","N197JB",2149,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,14685,1468502,34685,"SAV","Savannah, GA","GA",13,"Georgia",34,1225,1332,67,67,1,4,"1200-1259",22,1354,1607,5,1501,1612,71,71,1,4,"1500-1559",0,null,0,156,160,133,1,901,4,67,0,4,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",417525,"2021-10-08T16:25:00.000+0000","2021100814","2021-10-08T14:25:00.000+0000","2021100813","2021100812","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-10-08T08:54:00","FM-15","7","0.0",null,"2021-10-08T13:54:00.000+0000","2021100813",54,70,61,30.15,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","8.7","32.13133","-81.2023","2021-10-08T08:53:00","FM-15","7","0.12","TS:7 -RA:02 BR:1 |RA TS |RA","2021-10-08T13:53:00.000+0000",72,72,72,30.03,60,6,1.5,"TS:7 -RA:02 BR:1 ","RA TS ","RA",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0],[1,2,19,3,"2020-02-19 00:00:00","WN",19393,"WN","N8510E",823,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1510,1521,11,11,0,0,"1500-1559",8,1529,1704,13,1705,1717,12,12,0,0,"1700-1759",0,null,0,175,176,155,1,1062,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",419528,"2020-02-19T21:10:00.000+0000","2020021919","2020-02-19T19:10:00.000+0000","2020021918","2020021917","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2020-02-19T12:53:00","FM-15","7","0.0",null,"2020-02-19T18:53:00.000+0000","2020021918",63,72,66,30.18,40,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-02-19T11:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2020-02-19T18:53:00.000+0000",18,21,20,24.78,20,13,3,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[4,11,18,4,"2021-11-18 00:00:00","WN",19393,"WN","N711HK",2706,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,13342,1334207,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,2000,2002,2,2,0,0,"2000-2059",15,2017,21,3,15,24,9,9,0,0,"0001-0559",0,null,0,195,202,184,1,1460,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",420668,"2021-11-19T03:00:00.000+0000","2021111901","2021-11-19T01:00:00.000+0000","2021111900","2021111823","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-11-18T17:51:00","FM-15","7","0.0",null,"2021-11-19T00:51:00.000+0000","2021111900",25,79,53,28.85,50,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.9045","2021-11-18T18:52:00","FM-15","7","0.0",null,"2021-11-19T00:52:00.000+0000",18,33,28,29.5,280,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,15,1,"2021-02-15 00:00:00","UA",19977,"UA","N403UA",385,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,945,954,9,9,0,0,"0900-0959",13,1007,1523,6,1526,1529,3,3,0,0,"1500-1559",0,null,0,221,215,196,1,1754,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",421717,"2021-02-15T16:45:00.000+0000","2021021514","2021-02-15T14:45:00.000+0000","2021021513","2021021512","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-02-15T06:53:00","FM-15","7","0.0",null,"2021-02-15T13:53:00.000+0000","2021021513",-21,-16,-17,24.45,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-02-15T08:54:00","FM-15","7","0.0",null,"2021-02-15T13:54:00.000+0000",24,31,29,30.23,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,17,3,"2021-02-17 00:00:00","AA",19805,"AA","N873NN",2425,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1759,1832,33,33,1,2,"1700-1759",18,1850,2102,5,2057,2107,10,10,0,0,"2000-2059",0,null,0,178,155,132,1,1089,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",423626,"2021-02-17T22:59:00.000+0000","2021021720","2021-02-17T20:59:00.000+0000","2021021719","2021021718","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-02-17T15:53:00","FM-15","7","0.0",null,"2021-02-17T20:53:00.000+0000","2021021720",73,82,76,29.99,null,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-02-17T15:51:00","FM-15","7","0.0",null,"2021-02-17T20:51:00.000+0000",5,33,25,30.37,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,23,3,"2015-12-23","OO",20304,"OO","N752SK",6483,10372,1037203,30372,"ASE","Aspen, CO","CO",8,"Colorado",82,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,836,null,null,null,null,null,"0800-0859",null,null,null,null,1000,null,null,null,null,null,"1000-1059",1,"B",0,144,null,null,1,737,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver",425718,"2015-12-23T15:36:00.000+0000","2015122313","2015-12-23T13:36:00.000+0000","2015122312","2015122311","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2353.1","39.23","-106.87056","2015-12-23T05:53:00","FM-15","7","0.0","-SN:03 |SN |","2015-12-23T12:53:00.000+0000","2015122312",14,21,19,22.07,360,8,10,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2015-12-23T04:53:00","FM-15","7","0.0","|FG |","2015-12-23T12:53:00.000+0000",50,56,53,29.42,20,5,10,"","FG ","",0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1],[4,10,25,2,"2016-10-25","UA",19977,"UA","N61881",1241,10257,1025702,30257,"ALB","Albany, NY","NY",36,"New York",22,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1005,1018,13,13,0,0,"1000-1059",8,1026,1128,11,1129,1139,10,10,0,0,"1100-1159",0,null,0,144,141,122,1,723,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KALB","ALB","Albany International Airport","Albany","New York","US",285,42.748298645,-73.8016967773,"America/New_York",426417,"2016-10-25T14:05:00.000+0000","2016102512","2016-10-25T12:05:00.000+0000","2016102511","2016102510","72518014735","ALBANY INTERNATIONAL AIRPORT, NY US","85.3","42.74722","-73.79912","2016-10-25T06:51:00","FM-15","7","0.0",null,"2016-10-25T11:51:00.000+0000","2016102511",26,36,32,29.84,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2016-10-25T05:51:00","FM-15","7","0.0",null,"2016-10-25T11:51:00.000+0000",38,41,40,29.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,18,2,"2019-06-18","AA",19805,"AA","N656AW",1704,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,820,812,-8,0,0,-1,"0800-0859",16,828,948,26,1013,1014,1,1,0,0,"1000-1059",0,null,0,113,122,80,1,507,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",428119,"2019-06-18T12:20:00.000+0000","2019061810","2019-06-18T10:20:00.000+0000","2019061809","2019061808","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2019-06-18T04:53:00","FM-15","7","0.0",null,"2019-06-18T09:53:00.000+0000","2019061809",74,77,75,30,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-06-18T04:52:00","FM-15","7","0.0",null,"2019-06-18T09:52:00.000+0000",68,74,70,29.23,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,28,2,"2019-05-28","OO",20304,"OO","N157SY",5625,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1845,1843,-2,0,0,-1,"1800-1859",16,1859,1958,3,2024,2001,-23,0,0,-2,"2000-2059",0,null,0,99,78,59,1,391,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",430544,"2019-05-29T00:45:00.000+0000","2019052822","2019-05-28T22:45:00.000+0000","2019052821","2019052820","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2019-05-28T14:53:00","FM-15","7","0.0",null,"2019-05-28T21:53:00.000+0000","2019052821",41,50,45,24.4,330,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2019-05-28T14:54:00","FM-15","7","0.0",null,"2019-05-28T21:54:00.000+0000",44,59,51,25.6,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,22,4,"2019-08-22","G4",20368,"G4","218NV",1102,15096,1509602,35096,"SYR","Syracuse, NY","NY",36,"New York",22,13577,1357702,31135,"MYR","Myrtle Beach, SC","SC",45,"South Carolina",37,2055,2046,-9,0,0,-1,"2000-2059",12,2058,2241,5,2245,2246,1,1,0,0,"2200-2259",0,null,0,110,120,103,1,668,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York",430613,"2019-08-23T00:55:00.000+0000","2019082222","2019-08-22T22:55:00.000+0000","2019082221","2019082220","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","125.9","43.1111","-76.1038","2019-08-22T17:54:00","FM-15","7","0.0",null,"2019-08-22T22:54:00.000+0000","2019082222",55,71,62,29.49,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMYR","MYR","Myrtle Beach International Airport","Myrtle Beach","South Carolina","US",25,33.6796989441,-78.9282989502,"America/New_York","74791013717","MYRTLE BEACH AFB, SC US","7.6","33.68333","-78.93333","2019-08-22T16:56:00","FM-15","7","0.0",null,"2019-08-22T21:56:00.000+0000",77,85,79,29.97,190,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,29,5,"2019-03-29","AA",19805,"AA","N122US",1810,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,513,508,-5,0,0,-1,"0001-0559",12,520,835,5,854,840,-14,0,0,-1,"0800-0859",0,null,0,161,152,135,1,1032,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",431881,"2019-03-29T10:13:00.000+0000","2019032908","2019-03-29T08:13:00.000+0000","2019032907","2019032906","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2019-03-29T01:53:00","FM-15","7","0.0",null,"2019-03-29T07:53:00.000+0000","2019032907",59,64,61,29.47,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-03-29T02:52:00","FM-15","7","0.0",null,"2019-03-29T07:52:00.000+0000",36,46,42,29.38,140,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,7,7,"2019-04-07","MQ",20398,"MQ","N679AE",3514,15412,1541205,35412,"TYS","Knoxville, TN","TN",47,"Tennessee",54,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,649,645,-4,0,0,-1,"0600-0659",13,658,730,52,745,822,37,37,1,2,"0700-0759",0,null,0,116,157,92,1,475,2,0,0,37,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York",434317,"2019-04-07T10:49:00.000+0000","2019040708","2019-04-07T08:49:00.000+0000","2019040707","2019040706","72326013891","KNOXVILLE AIRPORT, TN US","293.2","35.8181","-83.9858","2019-04-07T02:53:00","FM-15","7","0.0",null,"2019-04-07T07:53:00.000+0000","2019040707",53,57,55,29.06,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-04-07T01:51:00","FM-15","7","0.0",null,"2019-04-07T07:51:00.000+0000",46,53,49,29.27,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,5,6,"2016-11-05","EV",20366,"EV","N14143",4019,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11042,1104203,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,1445,1437,-8,0,0,-1,"1400-1459",10,1447,1636,6,1700,1642,-18,0,0,-2,"1700-1759",0,null,0,75,65,49,1,316,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",435782,"2016-11-05T19:45:00.000+0000","2016110517","2016-11-05T17:45:00.000+0000","2016110516","2016110515","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2016-11-05T10:51:00","FM-15","7","0.0",null,"2016-11-05T16:51:00.000+0000","2016110516",46,63,54,29.6,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2016-11-05T11:51:00","FM-15","7","0.0",null,"2016-11-05T16:51:00.000+0000",42,60,51,29.5,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,14,7,"2016-02-14","WN",19393,"WN","N7734H",3244,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,14100,1410002,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,2120,null,null,null,null,null,"2100-2159",null,null,null,null,10,null,null,null,null,null,"0001-0559",1,"B",0,110,null,null,1,668,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",436599,"2016-02-15T03:20:00.000+0000","2016021501","2016-02-15T01:20:00.000+0000","2016021500","2016021423","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2016-02-14T18:53:00","FM-15","7","0.0","-SN:03 |SN |","2016-02-15T00:53:00.000+0000","2016021500",11,18,16,29.41,140,11,2,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2016-02-14T19:54:00","FM-15","7","0.0",null,"2016-02-15T00:54:00.000+0000",-8,17,12,30.54,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,5,4,"2015-03-05","US",20355,"US","N668AW",408,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,1125,1118,-7,0,0,-1,"1100-1159",31,1149,1314,6,1321,1320,-1,0,0,-1,"1300-1359",0,null,0,176,182,145,1,1009,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",441007,"2015-03-05T18:25:00.000+0000","2015030516","2015-03-05T16:25:00.000+0000","2015030515","2015030514","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2015-03-05T08:51:00","FM-15","7","0.0",null,"2015-03-05T15:51:00.000+0000","2015030515",19,58,42,29.09,30,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-03-05T07:53:00","FM-15","7","0.0",null,"2015-03-05T15:53:00.000+0000",34,38,36,30.25,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,25,3,"2018-04-25","MQ",20398,"MQ","N649PP",3910,12451,1245102,31136,"JAX","Jacksonville, FL","FL",12,"Florida",33,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,1000,1051,51,51,1,3,"1000-1059",12,1103,1155,6,1119,1201,42,42,1,2,"1100-1159",0,null,0,79,70,52,1,335,2,2,0,0,0,40,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",442219,"2018-04-25T14:00:00.000+0000","2018042512","2018-04-25T12:00:00.000+0000","2018042511","2018042510","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2018-04-25T06:56:00","FM-15","7","0.0",null,"2018-04-25T11:56:00.000+0000","2018042511",60,62,61,29.88,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2018-04-25T06:53:00","FM-15","7","0.0",null,"2018-04-25T11:53:00.000+0000",63,70,66,29.97,340,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,28,2,"2018-08-28","WN",19393,"WN","N214WN",2335,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,2155,2202,7,7,0,0,"2100-2159",11,2213,15,5,25,20,-5,0,0,-1,"0001-0559",0,null,0,90,78,62,1,442,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",443425,"2018-08-29T02:55:00.000+0000","2018082900","2018-08-29T00:55:00.000+0000","2018082823","2018082822","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2018-08-28T18:53:00","FM-15","7","0.0",null,"2018-08-29T00:53:00.000+0000","2018082900",69,85,74,29.41,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2018-08-28T19:51:00","FM-15","7","0.0",null,"2018-08-29T00:51:00.000+0000",73,82,76,29.65,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,15,7,"2018-04-15","DL",19790,"DL","N989AT",2004,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,1323,1434,71,71,1,4,"1300-1359",105,1619,1958,13,1657,2011,194,194,1,12,"1600-1659",0,null,0,154,277,159,1,980,4,0,0,131,0,63,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",444577,"2018-04-15T18:23:00.000+0000","2018041516","2018-04-15T16:23:00.000+0000","2018041515","2018041514","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2018-04-15T10:14:00","FM-16","7","0.0","-SN:03 |SN |","2018-04-15T16:14:00.000+0000","2018041516",21,26,24,29.16,40,22,8,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2018-04-15T11:15:00","FM-16","7","0.0","-DZ:01 BR:1 |DZ |DZ","2018-04-15T16:15:00.000+0000",40,42,41,30.2,70,17,5,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,17,6,"2019-08-17","UA",19977,"UA","N17122",1623,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,2230,2229,-1,0,0,-1,"2200-2259",25,2254,627,5,646,632,-14,0,0,-1,"0600-0659",0,null,0,316,303,273,1,2419,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",445801,"2019-08-18T05:30:00.000+0000","2019081803","2019-08-18T03:30:00.000+0000","2019081802","2019081801","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-08-17T18:56:00","FM-15","7","0.0",null,"2019-08-18T02:56:00.000+0000","2019081802",53,64,58,29.77,190,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2019-08-17T21:52:00","FM-15","7","0.0",null,"2019-08-18T02:52:00.000+0000",68,74,70,29.63,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,29,7,"2019-09-29","OO",20304,"OO","N240SY",3728,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14908,1490803,32575,"SNA","Santa Ana, CA","CA",6,"California",91,1310,1307,-3,0,0,-1,"1300-1359",19,1326,1415,30,1422,1445,23,23,1,1,"1400-1459",0,null,0,72,98,49,1,226,1,0,0,23,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",446690,"2019-09-29T20:10:00.000+0000","2019092918","2019-09-29T18:10:00.000+0000","2019092917","2019092916","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2019-09-29T09:56:00","FM-15","7","0.0",null,"2019-09-29T17:56:00.000+0000","2019092917",23,69,48,27.5,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2019-09-29T09:53:00","FM-15","7","0.0",null,"2019-09-29T17:53:00.000+0000",51,71,60,29.81,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,8,7,"2017-01-08","AS",19930,"AS","N517AS",611,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,1950,1948,-2,0,0,-1,"1900-1959",10,1958,2208,46,2230,2254,24,24,1,1,"2200-2259",0,null,0,160,186,130,1,867,4,0,0,24,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",447217,"2017-01-09T03:50:00.000+0000","2017010901","2017-01-09T01:50:00.000+0000","2017010900","2017010823","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2017-01-08T16:56:00","FM-15","7","0.0",null,"2017-01-09T00:56:00.000+0000","2017010900",31,54,44,27.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2017-01-08T16:53:00","FM-15","7","0.07","-RA:02 |RA |","2017-01-09T00:53:00.000+0000",33,38,36,28.99,110,9,7,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,2,6,"2017-09-02","AA",19805,"AA","N898AA",263,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,700,654,-6,0,0,-1,"0700-0759",12,706,910,14,947,924,-23,0,0,-2,"0900-0959",0,null,0,227,210,184,1,1389,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",448629,"2017-09-02T11:00:00.000+0000","2017090209","2017-09-02T09:00:00.000+0000","2017090208","2017090207","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2017-09-02T03:51:00","FM-15","7","0.0",null,"2017-09-02T08:51:00.000+0000","2017090208",44,58,51,30.17,30,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-09-02T02:53:00","FM-15","7","0.0",null,"2017-09-02T08:53:00.000+0000",65,75,69,29.35,140,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,2,6,"2017-09-02","DL",19790,"DL","N979AT",690,11986,1198603,31986,"GRR","Grand Rapids, MI","MI",26,"Michigan",43,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1730,1722,-8,0,0,-1,"1700-1759",12,1734,1807,4,1830,1811,-19,0,0,-2,"1800-1859",0,null,0,60,49,33,1,120,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",450896,"2017-09-02T21:30:00.000+0000","2017090219","2017-09-02T19:30:00.000+0000","2017090218","2017090217","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2017-09-02T13:53:00","FM-15","7","0.0",null,"2017-09-02T18:53:00.000+0000","2017090218",42,74,57,29.12,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2017-09-02T13:53:00","FM-15","7","0.0",null,"2017-09-02T18:53:00.000+0000",54,68,60,29.29,40,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,14,1,"2015-09-14","WN",19393,"WN","N8604K",152,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,14831,1483103,32457,"SJC","San Jose, CA","CA",6,"California",91,1900,1901,1,1,0,0,"1900-1959",14,1915,2018,5,2020,2023,3,3,0,0,"2000-2059",0,null,0,80,82,63,1,417,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",453956,"2015-09-15T02:00:00.000+0000","2015091500","2015-09-15T00:00:00.000+0000","2015091423","2015091422","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2015-09-14T15:51:00","FM-15","7","0.0",null,"2015-09-14T23:51:00.000+0000","2015091423",66,80,71,29.79,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2015-09-14T15:53:00","FM-15","7","0.0",null,"2015-09-14T23:53:00.000+0000",58,70,63,29.72,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,5,6,"2015-09-05","OO",20304,"OO","N630SK",4608,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,917,928,11,11,0,0,"0900-0959",22,950,1026,8,1011,1034,23,23,1,1,"1000-1059",0,null,0,54,66,36,1,129,1,0,0,12,0,11,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",454026,"2015-09-05T16:17:00.000+0000","2015090514","2015-09-05T14:17:00.000+0000","2015090513","2015090512","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-09-05T05:53:00","FM-15","7","0.0",null,"2015-09-05T13:53:00.000+0000","2015090513",48,53,50,29.98,220,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-09-05T05:53:00","FM-15","7","0.0",null,"2015-09-05T13:53:00.000+0000",45,49,47,29.59,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,11,7,"2015-10-11","OO",20304,"OO","N593ML",5292,11337,1133703,31337,"DLH","Duluth, MN","MN",27,"Minnesota",63,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,623,614,-9,0,0,-1,"0600-0659",11,625,735,13,757,748,-9,0,0,-1,"0700-0759",0,null,0,94,94,70,1,397,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDLH","DLH","Duluth International Airport","Duluth","Minnesota","US",1428,46.8420982361,-92.1936035156,"America/Chicago",455494,"2015-10-11T11:23:00.000+0000","2015101109","2015-10-11T09:23:00.000+0000","2015101108","2015101107","72745014913","DULUTH INTERNATIONAL AIRPORT, MN US","436.8","46.8369","-92.1833","2015-10-11T02:55:00","FM-15","7","0.0",null,"2015-10-11T08:55:00.000+0000","2015101108",51,56,53,28.07,250,10,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-10-11T02:51:00","FM-15","7","0.0",null,"2015-10-11T08:51:00.000+0000",44,53,49,29.16,210,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,10,3,"2018-10-10","OO",20304,"OO","N928SW",5253,11637,1163703,31637,"FAR","Fargo, ND","ND",38,"North Dakota",66,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1130,1129,-1,0,0,-1,"1100-1159",37,1206,1352,17,1327,1409,42,42,1,2,"1300-1359",0,null,0,117,160,106,1,557,3,0,0,42,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",457147,"2018-10-10T16:30:00.000+0000","2018101014","2018-10-10T14:30:00.000+0000","2018101013","2018101012","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","274.3","46.9253","-96.8111","2018-10-10T07:53:00","FM-15","7","0.06","-SN:03 BR:1 |SN |","2018-10-10T13:53:00.000+0000","2018101013",32,33,33,28.93,360,23,1.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-10-10T08:09:00","FM-16","7","0.0",null,"2018-10-10T14:09:00.000+0000",64,72,67,28.99,180,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,29,1,"2018-10-29","DL",19790,"DL","N721TW",814,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,1550,1546,-4,0,0,-1,"1500-1559",28,1614,1930,7,1933,1937,4,4,0,0,"1900-1959",0,null,0,403,411,376,1,2586,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",457162,"2018-10-29T19:50:00.000+0000","2018102917","2018-10-29T17:50:00.000+0000","2018102916","2018102915","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2018-10-29T12:49:00","FM-16","6","0.0",null,"2018-10-29T17:49:00.000+0000","2018102917",45,55,50,29.77,270,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-10-29T08:56:00","FM-15","7","0.0",null,"2018-10-29T16:56:00.000+0000",49,61,55,30.18,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,4,"2018-03-15","OO",20304,"OO","N957SW",5248,14689,1468902,34689,"SBA","Santa Barbara, CA","CA",6,"California",91,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,1625,1750,85,85,1,5,"1600-1659",11,1801,1856,3,1740,1859,79,79,1,5,"1700-1759",0,null,0,75,69,55,1,262,2,0,0,42,0,37,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles",459693,"2018-03-15T23:25:00.000+0000","2018031521","2018-03-15T21:25:00.000+0000","2018031520","2018031519","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.7","34.4258","-119.8425","2018-03-15T12:53:00","FM-15","7","0.0",null,"2018-03-15T20:53:00.000+0000","2018031520",42,63,52,29.98,260,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-03-15T12:56:00","FM-15","7","0.01",null,"2018-03-15T20:56:00.000+0000",47,55,51,29.98,190,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,24,6,"2018-03-24","WN",19393,"WN","N723SW",4178,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,640,635,-5,0,0,-1,"0600-0659",9,644,728,3,740,731,-9,0,0,-1,"0700-0759",0,null,0,120,116,104,1,632,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York",460029,"2018-03-24T10:40:00.000+0000","2018032408","2018-03-24T08:40:00.000+0000","2018032407","2018032406","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2018-03-24T02:51:00","FM-15","7","0.0",null,"2018-03-24T07:51:00.000+0000","2018032407",25,32,29,29.73,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2018-03-24T01:53:00","FM-15","7","0.0",null,"2018-03-24T07:53:00.000+0000",22,37,32,29.55,100,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,12,2,"2016-07-12","OO",20304,"OO","N905SW",5089,14771,1477102,32457,"SFO","San Francisco, CA","CA",6,"California",91,14487,1448702,33792,"RDD","Redding, CA","CA",6,"California",91,2230,2229,-1,0,0,-1,"2200-2259",21,2250,2326,5,2340,2331,-9,0,0,-1,"2300-2359",0,null,0,70,62,36,1,199,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",460916,"2016-07-13T05:30:00.000+0000","2016071303","2016-07-13T03:30:00.000+0000","2016071302","2016071301","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2016-07-12T18:56:00","FM-15","7","0.0",null,"2016-07-13T02:56:00.000+0000","2016071302",52,61,56,29.93,270,23,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDD","RDD","Redding Municipal Airport","Redding","California","US",505,40.50899887,-122.2929993,"America/Los_Angeles","72592024257","REDDING AIRPORT, CA US","151.5","40.5175","-122.2986","2016-07-12T18:53:00","FM-15","7","0.0",null,"2016-07-13T02:53:00.000+0000",41,90,62,29.32,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,5,1,"2018-03-05","UA",19977,"UA","N477UA",1677,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,630,629,-1,0,0,-1,"0600-0659",23,652,835,9,842,844,2,2,0,0,"0800-0859",0,null,0,132,135,103,1,679,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles",461419,"2018-03-05T14:30:00.000+0000","2018030512","2018-03-05T12:30:00.000+0000","2018030511","2018030510","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-03-05T03:56:00","FM-15","7","0.0",null,"2018-03-05T11:56:00.000+0000","2018030511",35,42,39,30.31,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2018-03-05T04:20:00","FM-16","7","0.0",null,"2018-03-05T12:20:00.000+0000",36,39,38,29.87,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,11,1,"2017-09-11","WN",19393,"WN","N488WN",526,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,645,642,-3,0,0,-1,"0600-0659",9,651,753,5,815,758,-17,0,0,-2,"0800-0859",0,null,0,90,76,62,1,349,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",462667,"2017-09-11T11:45:00.000+0000","2017091109","2017-09-11T09:45:00.000+0000","2017091108","2017091107","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2017-09-11T02:53:00","FM-15","7","0.0",null,"2017-09-11T08:53:00.000+0000","2017091108",47,57,52,29.63,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-09-11T02:53:00","FM-15","7","0.0",null,"2017-09-11T08:53:00.000+0000",52,64,57,29.27,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,29,6,"2017-07-29","OO",20304,"OO","N917SW",5686,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1723,1719,-4,0,0,-1,"1700-1759",19,1738,1806,15,1820,1821,1,1,0,0,"1800-1859",0,null,0,117,122,88,1,533,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",464443,"2017-07-29T22:23:00.000+0000","2017072920","2017-07-29T20:23:00.000+0000","2017072919","2017072918","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2017-07-29T13:53:00","FM-15","7","0.0",null,"2017-07-29T19:53:00.000+0000","2017072919",59,80,67,29.02,110,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-07-29T12:53:00","FM-15","7","0.0",null,"2017-07-29T19:53:00.000+0000",57,77,64,24.75,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,21,5,"2018-12-21","WN",19393,"WN","N7835A",3127,14307,1430705,30721,"PVD","Providence, RI","RI",44,"Rhode Island",15,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,800,800,0,0,0,0,"0800-0859",6,806,912,10,920,922,2,2,0,0,"0900-0959",0,null,0,80,82,66,1,327,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPVD","PVD","Theodore Francis Green State Airport","Providence","Rhode Island","US",55,41.7326011658,-71.4204025269,"America/New_York",464705,"2018-12-21T13:00:00.000+0000","2018122111","2018-12-21T11:00:00.000+0000","2018122110","2018122109","72507014765","PROVIDENCE, RI US","16.8","41.7225","-71.4325","2018-12-21T05:51:00","FM-15","7","0.19","-RA:02 BR:1 |RA |RA","2018-12-21T10:51:00.000+0000","2018122110",55,56,55,29.65,150,17,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2018-12-21T05:54:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2018-12-21T10:54:00.000+0000",59,60,59,29.25,150,8,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,18,7,"2018-11-18","OH",20397,"OH","N561NN",5429,12992,1299206,32600,"LIT","Little Rock, AR","AR",5,"Arkansas",71,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,716,713,-3,0,0,-1,"0700-0759",9,722,947,35,1019,1022,3,3,0,0,"1000-1059",0,null,0,123,129,85,1,640,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",464774,"2018-11-18T13:16:00.000+0000","2018111811","2018-11-18T11:16:00.000+0000","2018111810","2018111809","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2018-11-18T04:53:00","FM-15","7","0.0",null,"2018-11-18T10:53:00.000+0000","2018111810",41,44,43,29.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-11-18T05:52:00","FM-15","7","0.0",null,"2018-11-18T10:52:00.000+0000",31,32,32,29.45,360,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,3,6,"2017-06-03","DL",19790,"DL","N340NW",1959,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,841,841,0,0,0,0,"0800-0859",10,851,1051,4,1111,1055,-16,0,0,-2,"1100-1159",0,null,0,150,134,120,1,983,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",465660,"2017-06-03T12:41:00.000+0000","2017060310","2017-06-03T10:41:00.000+0000","2017060309","2017060308","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2017-06-03T04:53:00","FM-15","7","0.0",null,"2017-06-03T09:53:00.000+0000","2017060309",46,55,50,29.35,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2017-06-03T04:53:00","FM-15","7","0.0",null,"2017-06-03T09:53:00.000+0000",71,76,73,29.99,110,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,25,1,"2017-09-25","OO",20304,"OO","N800SK",4604,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1657,1655,-2,0,0,-1,"1600-1659",31,1726,2108,9,2106,2117,11,11,0,0,"2100-2159",0,null,0,189,202,162,1,1250,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",465668,"2017-09-25T22:57:00.000+0000","2017092520","2017-09-25T20:57:00.000+0000","2017092519","2017092518","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-09-25T13:54:00","FM-15","7","0.0",null,"2017-09-25T20:54:00.000+0000","2017092520",36,60,48,25.78,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-09-25T14:51:00","FM-15","7","0.0",null,"2017-09-25T20:51:00.000+0000",55,91,68,29.19,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,23,2,"2017-05-23","DL",19790,"DL","N943AT",949,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,710,706,-4,0,0,-1,"0700-0759",12,718,849,4,855,853,-2,0,0,-1,"0800-0859",0,null,0,105,107,91,1,500,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",466537,"2017-05-23T11:10:00.000+0000","2017052309","2017-05-23T09:10:00.000+0000","2017052308","2017052307","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2017-05-23T03:53:00","FM-15","7","0.0",null,"2017-05-23T08:53:00.000+0000","2017052308",49,57,53,29.19,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2017-05-23T03:59:00","FM-16","7","0.0","-RA:02 |RA |","2017-05-23T08:59:00.000+0000",65,68,66,29.07,0,0,9,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,11,4,"2017-05-11","AA",19805,"AA","N3GFAA",1121,14492,1449202,34492,"RDU","Raleigh/Durham, NC","NC",37,"North Carolina",36,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1617,1623,6,6,0,0,"1600-1659",13,1636,1703,5,1725,1708,-17,0,0,-2,"1700-1759",0,null,0,68,45,27,1,130,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York",466578,"2017-05-11T20:17:00.000+0000","2017051118","2017-05-11T18:17:00.000+0000","2017051117","2017051116","72306013722","RALEIGH AIRPORT, NC US","126.8","35.8923","-78.7819","2017-05-11T12:51:00","FM-15","7","0.0",null,"2017-05-11T17:51:00.000+0000","2017051117",64,80,70,29.33,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2017-05-11T12:52:00","FM-15","7","0.0","-RA:02 |RA |","2017-05-11T17:52:00.000+0000",61,79,68,29.04,220,11,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,11,7,"2018-11-11","DL",19790,"DL","N917DN",1425,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1445,1444,-1,0,0,-1,"1400-1459",14,1458,1632,7,1640,1639,-1,0,0,-1,"1600-1659",0,null,0,115,115,94,1,577,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",468431,"2018-11-11T19:45:00.000+0000","2018111117","2018-11-11T17:45:00.000+0000","2018111116","2018111115","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2018-11-11T11:54:00","FM-15","7","0.0",null,"2018-11-11T16:54:00.000+0000","2018111116",23,44,36,30.25,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-11-11T11:52:00","FM-15","7","0.0",null,"2018-11-11T16:52:00.000+0000",29,51,42,29.21,90,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,22,1,"2019-04-22","NK",20416,"NK","N621NK",319,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14635,1463502,31714,"RSW","Fort Myers, FL","FL",12,"Florida",33,800,747,-13,0,0,-1,"0800-0859",22,809,1209,7,1229,1216,-13,0,0,-1,"1200-1259",0,null,0,209,209,180,1,1416,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",468875,"2019-04-22T13:00:00.000+0000","2019042211","2019-04-22T11:00:00.000+0000","2019042210","2019042209","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2019-04-22T04:53:00","FM-15","7","0.0",null,"2019-04-22T10:53:00.000+0000","2019042210",41,46,44,29.03,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2019-04-22T05:53:00","FM-15","7","0.0",null,"2019-04-22T10:53:00.000+0000",51,56,53,30.12,50,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,16,3,"2016-03-16","UA",19977,"UA","N37290",817,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,829,833,4,4,0,0,"0800-0859",20,853,1012,8,1023,1020,-3,0,0,-1,"1000-1059",0,null,0,234,227,199,1,1440,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",470754,"2016-03-16T13:29:00.000+0000","2016031611","2016-03-16T11:29:00.000+0000","2016031610","2016031609","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2016-03-16T05:03:00","FM-16","7","0.0",null,"2016-03-16T11:03:00.000+0000","2016031611",41,49,45,28.7,240,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2016-03-16T03:51:00","FM-15","7","0.0",null,"2016-03-16T10:51:00.000+0000",27,59,45,28.74,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,27,7,"2016-03-27","WN",19393,"WN","N520SW",1200,12278,1227803,30928,"ICT","Wichita, KS","KS",20,"Kansas",62,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,640,636,-4,0,0,-1,"0600-0659",57,733,834,4,755,838,43,43,1,2,"0700-0759",0,null,0,75,122,61,1,333,2,0,0,43,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago",470847,"2016-03-27T11:40:00.000+0000","2016032709","2016-03-27T09:40:00.000+0000","2016032708","2016032707","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","402.6","37.6475","-97.43","2016-03-27T03:05:00","FM-16","7","0.02","SN:03 BR:1 |SN |","2016-03-27T09:05:00.000+0000","2016032709",30,34,32,28.72,330,11,1.25,"SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2016-03-27T02:53:00","FM-15","7","0.0",null,"2016-03-27T08:53:00.000+0000",53,61,57,29.38,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,5,6,"2018-05-05","UA",19977,"UA","N451UA",1954,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1345,1337,-8,0,0,-1,"1300-1359",14,1351,1824,13,1840,1837,-3,0,0,-1,"1800-1859",0,null,0,175,180,153,1,1222,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",471966,"2018-05-05T20:45:00.000+0000","2018050518","2018-05-05T18:45:00.000+0000","2018050517","2018050516","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-05-05T09:56:00","FM-15","7","0.0",null,"2018-05-05T17:56:00.000+0000","2018050517",30,85,57,27.8,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2018-05-05T12:30:00","FM-16","7","0.0",null,"2018-05-05T18:30:00.000+0000",66,81,71,29.98,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,23,3,"2016-03-23","EV",20366,"EV","N738EV",5156,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,930,951,21,21,1,1,"0900-0959",21,1012,1129,8,1124,1137,13,13,0,0,"1100-1159",0,null,0,114,106,77,1,474,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",472522,"2016-03-23T13:30:00.000+0000","2016032311","2016-03-23T11:30:00.000+0000","2016032310","2016032309","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2016-03-23T05:54:00","FM-15","6","0.0",null,"2016-03-23T10:54:00.000+0000","2016032310",34,48,42,29.83,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2016-03-23T05:54:00","FM-15","7","0.0",null,"2016-03-23T10:54:00.000+0000",34,46,41,29.9,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,19,6,"2018-05-19","DL",19790,"DL","N929AT",1230,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1505,1459,-6,0,0,-1,"1500-1559",19,1518,1642,5,1653,1647,-6,0,0,-1,"1600-1659",0,null,0,108,108,84,1,534,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",473717,"2018-05-19T19:05:00.000+0000","2018051917","2018-05-19T17:05:00.000+0000","2018051916","2018051915","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2018-05-19T11:52:00","FM-15","7","0.0","-RA:02 |RA |RA","2018-05-19T16:52:00.000+0000","2018051916",58,58,58,29.8,null,3,2.5,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-05-19T11:52:00","FM-15","7","0.0",null,"2018-05-19T16:52:00.000+0000",70,82,74,28.97,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,18,4,"2016-02-18","WN",19393,"WN","N8634A",458,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1110,1106,-4,0,0,-1,"1100-1159",14,1120,1218,4,1215,1222,7,7,0,0,"1200-1259",0,null,0,125,136,118,1,611,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York",474042,"2016-02-18T16:10:00.000+0000","2016021814","2016-02-18T14:10:00.000+0000","2016021813","2016021812","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2016-02-18T08:54:00","FM-15","7","0.0",null,"2016-02-18T13:54:00.000+0000","2016021813",11,31,25,30.3,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2016-02-18T07:53:00","FM-15","7","0.0",null,"2016-02-18T13:53:00.000+0000",18,28,25,29.72,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,3,5,"2016-06-03","EV",20366,"EV","N131EV",5189,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1748,1756,8,8,0,0,"1700-1759",40,1836,2103,5,2051,2108,17,17,1,1,"2000-2059",0,null,0,183,192,147,1,1034,5,8,0,9,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",474179,"2016-06-03T22:48:00.000+0000","2016060320","2016-06-03T20:48:00.000+0000","2016060319","2016060318","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2016-06-03T13:53:00","FM-15","7","0.02","-RA:02 |RA |","2016-06-03T19:53:00.000+0000","2016060319",60,66,62,29.01,70,7,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-06-03T14:45:00","FM-16","7","0.0","|TS |","2016-06-03T20:45:00.000+0000",72,79,74,29.74,60,6,10,"","TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0],[1,1,5,1,"2015-01-05","EV",20366,"EV","N720EV",5287,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14524,1452401,34524,"RIC","Richmond, VA","VA",51,"Virginia",38,1918,1945,27,27,1,1,"1900-1959",51,2036,2326,5,2245,2331,46,46,1,3,"2200-2259",0,null,0,147,166,110,1,970,4,27,0,19,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",474835,"2015-01-06T01:18:00.000+0000","2015010523","2015-01-05T23:18:00.000+0000","2015010522","2015010521","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-01-05T16:53:00","FM-15","7","0.0",null,"2015-01-05T22:53:00.000+0000","2015010522",-11,-1,-2,29.41,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.0","37.51151","-77.32344","2015-01-05T17:54:00","FM-15","7","0.0",null,"2015-01-05T22:54:00.000+0000",11,42,32,30.2,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,21,3,"2015-01-21","UA",19977,"UA","N87512",1160,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,13930,1393003,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1535,1534,-1,0,0,-1,"1500-1559",14,1548,1750,12,1820,1802,-18,0,0,-2,"1800-1859",0,null,0,165,148,122,1,925,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",474870,"2015-01-21T21:35:00.000+0000","2015012119","2015-01-21T19:35:00.000+0000","2015012118","2015012117","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-01-21T13:30:00","FM-16","7","0.0",null,"2015-01-21T19:30:00.000+0000","2015012119",57,63,60,29.96,60,10,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2015-01-21T12:51:00","FM-15","7","0.0","-SN:03 |SN |","2015-01-21T18:51:00.000+0000",26,32,30,29.31,20,11,10,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[4,11,18,7,"2018-11-18","B6",20409,"B6","N646JB",8,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,2133,2132,-1,0,0,-1,"2100-2159",15,2147,446,6,502,452,-10,0,0,-1,"0001-0559",0,null,0,269,260,239,1,2173,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",475133,"2018-11-19T05:33:00.000+0000","2018111903","2018-11-19T03:33:00.000+0000","2018111902","2018111901","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-11-18T18:56:00","FM-15","7","0.0",null,"2018-11-19T02:56:00.000+0000","2018111902",26,58,44,27.83,220,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2018-11-18T21:53:00","FM-15","7","0.0",null,"2018-11-19T02:53:00.000+0000",69,78,72,30.06,100,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,24,7,"2016-04-24","DL",19790,"DL","N972DL",2024,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,1909,1915,6,6,0,0,"1900-1959",9,1924,2047,6,2100,2053,-7,0,0,-1,"2100-2159",0,null,0,111,98,83,1,577,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",476015,"2016-04-24T23:09:00.000+0000","2016042421","2016-04-24T21:09:00.000+0000","2016042420","2016042419","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-04-24T15:52:00","FM-15","7","0.0",null,"2016-04-24T20:52:00.000+0000","2016042420",52,79,63,28.91,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2016-04-24T15:54:00","FM-15","7","0.0",null,"2016-04-24T20:54:00.000+0000",23,68,48,29.85,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,14,3,"2018-11-14","WN",19393,"WN","N766SW",1223,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,11259,1125904,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1325,1335,10,10,0,0,"1300-1359",14,1349,1424,4,1425,1428,3,3,0,0,"1400-1459",0,null,0,60,53,35,1,189,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",476814,"2018-11-14T19:25:00.000+0000","2018111417","2018-11-14T17:25:00.000+0000","2018111416","2018111415","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2018-11-14T10:53:00","FM-15","7","0.0",null,"2018-11-14T16:53:00.000+0000","2018111416",15,47,36,29.99,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2018-11-14T10:53:00","FM-15","7","0.0",null,"2018-11-14T16:53:00.000+0000",23,39,33,29.99,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,16,4,"2015-07-16","EV",20366,"EV","N14991",4186,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,1542,1539,-3,0,0,-1,"1500-1559",24,1603,1903,12,1910,1915,5,5,0,0,"1900-1959",0,null,0,148,156,120,1,844,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",477270,"2015-07-16T20:42:00.000+0000","2015071618","2015-07-16T18:42:00.000+0000","2015071617","2015071616","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-07-16T11:53:00","FM-15","7","0.0",null,"2015-07-16T17:53:00.000+0000","2015071617",71,93,78,29.88,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2015-07-16T12:54:00","FM-15","7","0.0",null,"2015-07-16T17:54:00.000+0000",61,77,67,29.16,110,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,20,7,"2016-03-20","AA",19805,"AA","N762US",2067,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1805,1800,-5,0,0,-1,"1800-1859",13,1813,1922,7,1956,1929,-27,0,0,-2,"1900-1959",0,null,0,111,89,69,1,500,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",479569,"2016-03-20T22:05:00.000+0000","2016032020","2016-03-20T20:05:00.000+0000","2016032019","2016032018","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2016-03-20T14:52:00","FM-15","7","0.0",null,"2016-03-20T19:52:00.000+0000","2016032019",38,46,42,29.07,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2016-03-20T14:53:00","FM-15","7","0.0",null,"2016-03-20T19:53:00.000+0000",10,44,33,29.33,60,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,17,6,"2015-10-17","WN",19393,"WN","N356SW",1842,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,15016,1501603,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,905,900,-5,0,0,-1,"0900-0959",8,908,924,4,940,928,-12,0,0,-1,"0900-0959",0,null,0,95,88,76,1,440,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",480444,"2015-10-17T13:05:00.000+0000","2015101711","2015-10-17T11:05:00.000+0000","2015101710","2015101709","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-10-17T05:53:00","FM-15","7","0.0",null,"2015-10-17T10:53:00.000+0000","2015101710",27,32,30,29.57,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2015-10-17T04:51:00","FM-15","7","0.0",null,"2015-10-17T10:51:00.000+0000",26,42,36,29.69,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,4,5,"2015-12-04","WN",19393,"WN","N969WN",295,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,13796,1379604,32457,"OAK","Oakland, CA","CA",6,"California",91,1035,1044,9,9,0,0,"1000-1059",10,1054,1215,5,1215,1220,5,5,0,0,"1200-1259",0,null,0,100,96,81,1,543,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",480662,"2015-12-04T18:35:00.000+0000","2015120416","2015-12-04T16:35:00.000+0000","2015120415","2015120414","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2015-12-04T07:53:00","FM-15","7","0.0",null,"2015-12-04T15:53:00.000+0000","2015120415",42,45,44,29.9,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2015-12-04T07:53:00","FM-15","7","0.0","MI:1 FG:2 |FG |FG","2015-12-04T15:53:00.000+0000",43,45,44,30.12,150,6,10,"MI:1 FG:2 ","FG ","FG",0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1],[2,4,18,6,"2015-04-18","EV",20366,"EV","N33182",4591,15624,1562401,31504,"VPS","Valparaiso, FL","FL",12,"Florida",33,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,615,614,-1,0,0,-1,"0600-0659",10,624,801,4,810,805,-5,0,0,-1,"0800-0859",0,null,0,115,111,97,1,528,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KVPS","VPS","Eglin Air Force Base","Valparaiso","Florida","US",87,30.4832000732,-86.5253982544,"America/Chicago",481485,"2015-04-18T11:15:00.000+0000","2015041809","2015-04-18T09:15:00.000+0000","2015041808","2015041807","72221013858","VALPARAISO EGLIN AFB, FL US","20.1","30.48333","-86.51667","2015-04-18T02:55:00","FM-15","7","0.0","BR:1 ||","2015-04-18T08:55:00.000+0000","2015041808",70,71,70,29.81,360,2,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-04-18T02:53:00","FM-15","7","0.0",null,"2015-04-18T08:53:00.000+0000",68,69,68,29.71,360,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,13,4,"2017-07-13","DL",19790,"DL","N365NB",1488,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,730,729,-1,0,0,-1,"0700-0759",17,746,1009,3,1019,1012,-7,0,0,-1,"1000-1059",0,null,0,229,223,203,1,1501,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",482165,"2017-07-13T11:30:00.000+0000","2017071309","2017-07-13T09:30:00.000+0000","2017071308","2017071307","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2017-07-13T03:53:00","FM-15","7","0.0",null,"2017-07-13T08:53:00.000+0000","2017071308",76,84,78,29.98,110,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-07-13T02:53:00","FM-15","7","0.0",null,"2017-07-13T08:53:00.000+0000",60,67,63,29.09,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,22,4,"2019-08-22","MQ",20398,"MQ","N698CB",3858,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11067,1106702,31067,"CMI","Champaign/Urbana, IL","IL",17,"Illinois",41,1750,1749,-1,0,0,-1,"1700-1759",18,1807,1833,4,1842,1837,-5,0,0,-1,"1800-1859",0,null,0,52,48,26,1,135,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",484096,"2019-08-22T22:50:00.000+0000","2019082220","2019-08-22T20:50:00.000+0000","2019082219","2019082218","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-08-22T13:51:00","FM-15","7","0.0",null,"2019-08-22T19:51:00.000+0000","2019082219",55,75,63,29.31,50,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMI","CMI","University of Illinois Willard Airport","Champaign/Urbana","Illinois","US",755,40.03919983,-88.27809906,"America/Chicago","72531594870","CHAMPAIGN URBANA WILLARD AIRPORT, IL US","229.8","40.03972","-88.27778","2019-08-22T13:53:00","FM-15","7","0.0",null,"2019-08-22T19:53:00.000+0000",64,82,70,29.15,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,8,3,"2019-05-08","MQ",20398,"MQ","N674RJ",4187,13230,1323002,32070,"MDT","Harrisburg, PA","PA",42,"Pennsylvania",23,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1456,1457,1,1,0,0,"1400-1459",14,1511,1555,9,1606,1604,-2,0,0,-1,"1600-1659",0,null,0,130,127,104,1,594,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMDT","MDT","Harrisburg International Airport","Harrisburg","Pennsylvania","US",310,40.1935005188,-76.7633972168,"America/New_York",484258,"2019-05-08T18:56:00.000+0000","2019050816","2019-05-08T16:56:00.000+0000","2019050815","2019050814","72399014711","MIDDLETOWN HARRISBURG INTERNATIONAL AIRPORT, PA US","95.1","40.1962","-76.7724","2019-05-08T11:56:00","FM-15","7","0.0",null,"2019-05-08T16:56:00.000+0000","2019050816",55,67,60,29.86,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-05-08T10:51:00","FM-15","7","0.0",null,"2019-05-08T16:51:00.000+0000",38,54,46,29.32,80,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,11,7,"2021-04-11 00:00:00","AA",19805,"AA","N749US",2876,11884,1188402,31884,"GEG","Spokane, WA","WA",53,"Washington",93,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,602,555,-7,0,0,-1,"0600-0659",18,613,818,16,850,834,-16,0,0,-2,"0800-0859",0,null,0,168,159,125,1,1020,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles",484811,"2021-04-11T13:02:00.000+0000","2021041111","2021-04-11T11:02:00.000+0000","2021041110","2021041109","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-04-11T02:53:00","FM-15","7","0.0",null,"2021-04-11T10:53:00.000+0000","2021041110",12,26,22,27.67,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-04-11T03:51:00","FM-15","7","0.0",null,"2021-04-11T10:51:00.000+0000",28,68,49,28.53,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,7,5,"2019-06-07","WN",19393,"WN","N912WN",6008,10800,1080003,32575,"BUR","Burbank, CA","CA",6,"California",91,14831,1483106,32457,"SJC","San Jose, CA","CA",6,"California",91,1245,1245,0,0,0,0,"1200-1259",9,1254,1342,4,1350,1346,-4,0,0,-1,"1300-1359",0,null,0,65,61,48,1,296,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles",486197,"2019-06-07T19:45:00.000+0000","2019060717","2019-06-07T17:45:00.000+0000","2019060716","2019060715","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","225.9","34.20056","-118.3575","2019-06-07T09:30:00","FM-16","7","0.0",null,"2019-06-07T17:30:00.000+0000","2019060717",57,68,61,29.12,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2019-06-07T08:53:00","FM-15","7","0.0",null,"2019-06-07T16:53:00.000+0000",45,62,53,29.98,310,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,6,2,"2015-01-06","US",20355,"US","N626AW",2066,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,1305,1436,91,91,1,6,"1300-1359",19,1455,1608,8,1449,1616,87,87,1,5,"1400-1459",0,null,0,104,100,73,1,544,3,0,0,87,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",490066,"2015-01-06T18:05:00.000+0000","2015010616","2015-01-06T16:05:00.000+0000","2015010615","2015010614","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2015-01-06T10:52:00","FM-15","7","0.0",null,"2015-01-06T15:52:00.000+0000","2015010615",23,47,38,29.39,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2015-01-06T11:04:00","FM-16","7","0.0","-SN:03 |SN |","2015-01-06T16:04:00.000+0000",12,19,17,30.25,230,5,1.75,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0],[2,6,25,2,"2019-06-25","AS",19930,"AS","N506AS",675,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,2040,2024,-16,0,0,-2,"2000-2059",16,2040,2245,4,2325,2249,-36,0,0,-2,"2300-2359",0,null,0,165,145,125,1,867,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",490664,"2019-06-26T03:40:00.000+0000","2019062601","2019-06-26T01:40:00.000+0000","2019062600","2019062523","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2019-06-25T16:56:00","FM-15","7","0.0",null,"2019-06-26T00:56:00.000+0000","2019062600",19,97,59,27.45,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2019-06-25T16:53:00","FM-15","7","0.0",null,"2019-06-26T00:53:00.000+0000",48,71,58,29.38,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,1,3,"2020-01-01 00:00:00","WN",19393,"WN","N7848A",3694,13871,1387102,33316,"OMA","Omaha, NE","NE",31,"Nebraska",65,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,1340,1335,-5,0,0,-1,"1300-1359",6,1341,1431,3,1445,1434,-11,0,0,-1,"1400-1459",0,null,0,65,59,50,1,342,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",491197,"2020-01-01T19:40:00.000+0000","2020010117","2020-01-01T17:40:00.000+0000","2020010116","2020010115","72550014942","OMAHA EPPLEY AIRFIELD, NE US","299.3","41.3102","-95.8991","2020-01-01T10:52:00","FM-15","7","0.0",null,"2020-01-01T16:52:00.000+0000","2020010116",26,37,33,28.48,170,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2020-01-01T10:51:00","FM-15","7","0.0",null,"2020-01-01T16:51:00.000+0000",23,48,38,29.11,230,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,12,7,"2020-01-12 00:00:00","YX",20452,"YX","N741YX",3430,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,935,932,-3,0,0,-1,"0900-0959",25,957,1039,13,1057,1052,-5,0,0,-1,"1000-1059",0,null,0,82,80,42,1,224,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",492172,"2020-01-12T15:35:00.000+0000","2020011213","2020-01-12T13:35:00.000+0000","2020011212","2020011211","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2020-01-12T06:53:00","FM-15","7","0.0",null,"2020-01-12T12:53:00.000+0000","2020011212",32,35,34,30.11,30,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-01-12T06:53:00","FM-15","7","0.0",null,"2020-01-12T12:53:00.000+0000",30,31,31,29.49,130,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,2,5,"2021-07-02 00:00:00","AA",19805,"AA","N971UY",1470,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,800,803,3,3,0,0,"0800-0859",18,821,938,42,943,1020,37,37,1,2,"0900-0959",0,null,0,103,137,77,1,447,2,3,0,34,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",492791,"2021-07-02T13:00:00.000+0000","2021070211","2021-07-02T11:00:00.000+0000","2021070210","2021070209","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-07-02T04:53:00","FM-15","7","0.0",null,"2021-07-02T10:53:00.000+0000","2021070210",74,78,75,29.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-07-02T04:53:00","FM-15","7","0.0",null,"2021-07-02T10:53:00.000+0000",74,77,75,29.3,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,29,3,"2021-12-29 00:00:00","WN",19393,"WN","N951WN",1415,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,1355,1354,-1,0,0,-1,"1300-1359",15,1409,1447,22,1505,1509,4,4,0,0,"1500-1559",0,null,0,70,75,38,1,185,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",493876,"2021-12-29T18:55:00.000+0000","2021122916","2021-12-29T16:55:00.000+0000","2021122915","2021122914","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-12-29T11:51:00","FM-15","7","0.0","BR:1 ||","2021-12-29T16:51:00.000+0000","2021122916",38,43,41,29.86,40,9,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-12-29T11:54:00","FM-15","7","0.0",null,"2021-12-29T16:54:00.000+0000",39,49,44,29.71,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,25,3,"2020-03-25 00:00:00","OO",20304,"OO","N902EV",5861,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11109,1110902,30189,"COS","Colorado Springs, CO","CO",8,"Colorado",82,1755,null,null,null,null,null,"1700-1759",null,null,null,null,1848,null,null,null,null,null,"1800-1859",1,"D",0,53,null,null,1,73,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",494609,"2020-03-25T23:55:00.000+0000","2020032521","2020-03-25T21:55:00.000+0000","2020032520","2020032519","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-03-25T14:53:00","FM-15","7","0.0",null,"2020-03-25T21:53:00.000+0000","2020032521",20,65,45,24.31,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.0","38.81","-104.6884","2020-03-25T14:54:00","FM-15","7","0.0",null,"2020-03-25T21:54:00.000+0000",6,66,42,23.7,260,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,9,4,"2021-12-09 00:00:00","B6",20409,"B6","N187JB",118,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,945,945,0,0,0,0,"0900-0959",18,1003,1041,3,1055,1044,-11,0,0,-1,"1000-1059",0,null,0,70,59,38,1,187,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",496926,"2021-12-09T14:45:00.000+0000","2021120912","2021-12-09T12:45:00.000+0000","2021120911","2021120910","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-12-09T06:51:00","FM-15","7","0.0",null,"2021-12-09T11:51:00.000+0000","2021120911",19,32,28,30.14,310,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-12-09T06:54:00","FM-15","7","0.0",null,"2021-12-09T11:54:00.000+0000",21,27,25,30.03,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,9,1,"2020-03-09 00:00:00","B6",20409,"B6","N729JB",1031,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,636,628,-8,0,0,-1,"0600-0659",15,643,920,5,1010,925,-45,0,0,-2,"1000-1059",0,null,0,274,237,217,1,1597,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",497106,"2020-03-09T10:36:00.000+0000","2020030908","2020-03-09T08:36:00.000+0000","2020030907","2020030906","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2020-03-09T02:54:00","FM-15","7","0.0",null,"2020-03-09T07:54:00.000+0000","2020030907",25,44,37,30.22,220,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2020-03-09T02:22:00","FM-16","7","0.0",null,"2020-03-09T08:22:00.000+0000",59,63,61,30.09,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,4,3,"2020-03-04 00:00:00","DL",19790,"DL","N918DU",1217,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,1950,1959,9,9,0,0,"1900-1959",26,2025,2108,3,2104,2111,7,7,0,0,"2100-2159",0,null,0,134,132,103,1,692,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",497140,"2020-03-05T00:50:00.000+0000","2020030422","2020-03-04T22:50:00.000+0000","2020030421","2020030420","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-03-04T17:50:00","FM-16","6","0.0","-RA:02 |RA |RA","2020-03-04T22:50:00.000+0000","2020030422",54,55,54,28.92,310,7,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2020-03-04T15:53:00","FM-15","7","0.0",null,"2020-03-04T21:53:00.000+0000",29,59,46,28.94,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,30,1,"2020-03-30 00:00:00","OO",20304,"OO","N868CA",3623,13377,1337702,33377,"MLU","Monroe, LA","LA",22,"Louisiana",72,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1415,1409,-6,0,0,-1,"1400-1459",7,1416,1618,5,1648,1623,-25,0,0,-2,"1600-1659",0,null,0,93,74,62,1,448,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMLU","MLU","Monroe Regional Airport","Monroe","Louisiana","US",79,32.5108985901,-92.0376968384,"America/Chicago",497542,"2020-03-30T19:15:00.000+0000","2020033017","2020-03-30T17:15:00.000+0000","2020033016","2020033015","72248613942","MONROE REGIONAL AIRPORT, LA US","24.1","32.5155","-92.0405","2020-03-30T10:53:00","FM-15","7","0.0",null,"2020-03-30T16:53:00.000+0000","2020033016",48,68,57,30.1,70,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-03-30T11:52:00","FM-15","7","0.0",null,"2020-03-30T16:52:00.000+0000",37,72,54,29.06,340,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,26,7,"2017-11-26","DL",19790,"DL","N353NB",2069,11042,1104204,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1725,1717,-8,0,0,-1,"1700-1759",10,1727,1804,5,1828,1809,-19,0,0,-2,"1800-1859",0,null,0,123,112,97,1,622,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",498499,"2017-11-26T22:25:00.000+0000","2017112620","2017-11-26T20:25:00.000+0000","2017112619","2017112618","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2017-11-26T14:51:00","FM-15","7","0.0",null,"2017-11-26T19:51:00.000+0000","2017112619",25,43,36,29.26,270,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-11-26T13:53:00","FM-15","7","0.0",null,"2017-11-26T19:53:00.000+0000",31,49,41,29.11,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,26,3,"2020-02-26 00:00:00","DL",19790,"DL","N928DU",1420,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1202,1159,-3,0,0,-1,"1200-1259",19,1218,1341,8,1402,1349,-13,0,0,-1,"1400-1459",0,null,0,120,110,83,1,581,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York",499002,"2020-02-26T17:02:00.000+0000","2020022615","2020-02-26T15:02:00.000+0000","2020022614","2020022613","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2020-02-26T09:53:00","FM-15","7","0.0","-RA:02 |RA |RA","2020-02-26T14:53:00.000+0000","2020022614",74,80,76,29.97,160,13,9,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-02-26T09:52:00","FM-15","7","0.0",null,"2020-02-26T14:52:00.000+0000",45,50,48,28.82,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,19,5,"2021-11-19 00:00:00","WN",19393,"WN","N491WN",2195,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,1040,1037,-3,0,0,-1,"1000-1059",14,1051,1044,2,1100,1046,-14,0,0,-1,"1100-1159",0,null,0,80,69,53,1,304,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",499844,"2021-11-19T17:40:00.000+0000","2021111915","2021-11-19T15:40:00.000+0000","2021111914","2021111913","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-11-19T07:51:00","FM-15","7","0.0",null,"2021-11-19T14:51:00.000+0000","2021111914",25,63,46,28.92,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-11-19T06:51:00","FM-15","7","0.0","BR:1 ||","2021-11-19T14:51:00.000+0000",54,62,58,30.11,360,3,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,1,5,"2017-12-01","HA",19690,"HA","N380HA",7,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,12173,1217305,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,835,845,10,10,0,0,"0800-0859",18,903,1315,6,1310,1321,11,11,0,0,"1300-1359",0,null,0,395,396,372,1,2762,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",500329,"2017-12-01T16:35:00.000+0000","2017120114","2017-12-01T14:35:00.000+0000","2017120113","2017120112","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2017-12-01T05:56:00","FM-15","7","0.0",null,"2017-12-01T13:56:00.000+0000","2017120113",26,47,38,27.79,200,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2017-12-01T03:53:00","FM-15","7","0.0",null,"2017-12-01T13:53:00.000+0000",68,78,71,29.99,70,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,30,3,"2021-06-30 00:00:00","DL",19790,"DL","N943AT",2662,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,11995,1199502,31995,"GSO","Greensboro/High Point, NC","NC",37,"North Carolina",36,815,811,-4,0,0,-1,"0800-0859",13,824,916,4,928,920,-8,0,0,-1,"0900-0959",0,null,0,73,69,52,1,306,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",501246,"2021-06-30T12:15:00.000+0000","2021063010","2021-06-30T10:15:00.000+0000","2021063009","2021063008","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-06-30T04:52:00","FM-15","7","0.0",null,"2021-06-30T09:52:00.000+0000","2021063009",67,71,68,29.12,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGSO","GSO","Piedmont Triad International Airport","Greensboro","North Carolina","US",925,36.0978012085,-79.9373016357,"America/New_York","72317013723","GREENSBORO AIRPORT, NC US","275.0","36.0969","-79.94316","2021-06-30T04:54:00","FM-15","7","0.0",null,"2021-06-30T09:54:00.000+0000",69,71,70,29.28,230,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,29,1,"2021-03-29 00:00:00","AS",19930,"AS","N236AK",673,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,15376,1537604,30436,"TUS","Tucson, AZ","AZ",4,"Arizona",81,1900,1859,-1,0,0,-1,"1900-1959",13,1912,2140,4,2157,2144,-13,0,0,-1,"2100-2159",0,null,0,177,165,148,1,1216,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",502655,"2021-03-30T02:00:00.000+0000","2021033000","2021-03-30T00:00:00.000+0000","2021032923","2021032922","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-03-29T15:53:00","FM-15","7","0.0",null,"2021-03-29T23:53:00.000+0000","2021032923",26,49,40,29.87,10,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-03-29T16:53:00","FM-15","7","0.0",null,"2021-03-29T23:53:00.000+0000",11,84,52,27.16,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,26,6,"2017-08-26","AA",19805,"AA","N556AA",1643,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14100,1410003,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,1505,1511,6,6,0,0,"1500-1559",11,1522,1906,4,1918,1910,-8,0,0,-1,"1900-1959",0,null,0,193,179,164,1,1303,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",504089,"2017-08-26T20:05:00.000+0000","2017082618","2017-08-26T18:05:00.000+0000","2017082617","2017082616","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-08-26T11:53:00","FM-15","7","0.0","-RA:02 |RA |","2017-08-26T17:53:00.000+0000","2017082617",70,78,73,29.4,60,9,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2017-08-26T12:54:00","FM-15","7","0.0",null,"2017-08-26T17:54:00.000+0000",50,78,62,30.21,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,30,6,"2021-01-30 00:00:00","OH",20397,"OH","N505AE",5705,15096,1509602,35096,"SYR","Syracuse, NY","NY",36,"New York",22,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,600,739,99,99,1,6,"0600-0659",32,811,951,3,836,954,78,78,1,5,"0800-0859",0,null,0,156,135,100,1,603,3,78,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York",505826,"2021-01-30T11:00:00.000+0000","2021013009","2021-01-30T09:00:00.000+0000","2021013008","2021013007","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","124.9","43.1111","-76.10384","2021-01-30T03:54:00","FM-15","7","0.0","-SN:03 |SN |","2021-01-30T08:54:00.000+0000","2021013008",4,12,10,29.85,320,3,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-30T03:52:00","FM-15","7","0.0",null,"2021-01-30T08:52:00.000+0000",19,30,26,29.48,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,18,1,"2021-01-18 00:00:00","WN",19393,"WN","N8696E",4425,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1500,1500,0,0,0,0,"1500-1559",14,1514,1650,6,1655,1656,1,1,0,0,"1600-1659",0,null,0,115,116,96,1,602,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",505926,"2021-01-18T22:00:00.000+0000","2021011820","2021-01-18T20:00:00.000+0000","2021011819","2021011818","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-18T12:53:00","FM-15","7","0.0",null,"2021-01-18T19:53:00.000+0000","2021011819",19,35,29,24.59,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-18T12:51:00","FM-15","7","0.0",null,"2021-01-18T19:51:00.000+0000",11,65,44,28.66,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,6,7,"2017-08-06","OO",20304,"OO","N107SY",5472,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,850,952,62,62,1,4,"0800-0859",17,1009,1117,6,1023,1123,60,60,1,4,"1000-1059",0,null,0,93,91,68,1,391,2,60,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",506208,"2017-08-06T14:50:00.000+0000","2017080612","2017-08-06T12:50:00.000+0000","2017080611","2017080610","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-08-06T04:54:00","FM-15","7","0.0",null,"2017-08-06T11:54:00.000+0000","2017080611",43,72,56,25.65,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-08-06T05:42:00","FM-16","7","0.0","BR:1 ||","2017-08-06T12:42:00.000+0000",54,57,55,24.7,110,7,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,21,5,"2020-08-21 00:00:00","OH",20397,"OH","N542EA",5077,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,14193,1419306,33728,"PNS","Pensacola, FL","FL",12,"Florida",33,840,831,-9,0,0,-1,"0800-0859",11,842,945,4,957,949,-8,0,0,-1,"0900-0959",0,null,0,137,138,123,1,816,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",506786,"2020-08-21T12:40:00.000+0000","2020082110","2020-08-21T10:40:00.000+0000","2020082109","2020082108","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2020-08-21T04:52:00","FM-15","7","0.0",null,"2020-08-21T09:52:00.000+0000","2020082109",66,70,67,29.93,240,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.47806","-87.18694","2020-08-21T03:53:00","FM-15","7","0.0",null,"2020-08-21T09:53:00.000+0000",72,73,72,29.73,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,5,1,"2016-09-05","DL",19790,"DL","N817DN",2239,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,14122,1412202,30198,"PIT","Pittsburgh, PA","PA",42,"Pennsylvania",23,2007,2028,21,21,1,1,"2000-2059",14,2042,2311,5,2310,2316,6,6,0,0,"2300-2359",0,null,0,123,108,89,1,726,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",507259,"2016-09-06T01:07:00.000+0000","2016090523","2016-09-05T23:07:00.000+0000","2016090522","2016090521","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2016-09-05T16:53:00","FM-15","7","0.0",null,"2016-09-05T22:53:00.000+0000","2016090522",69,78,72,28.96,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2016-09-05T17:51:00","FM-15","7","0.0",null,"2016-09-05T22:51:00.000+0000",57,82,66,28.88,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,21,7,"2021-02-21 00:00:00","OH",20397,"OH","N608NN",5644,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,11641,1164102,31641,"FAY","Fayetteville, NC","NC",37,"North Carolina",36,935,939,4,4,0,0,"0900-0959",33,1012,1037,4,1041,1041,0,0,0,0,"1000-1059",0,null,0,66,62,25,1,118,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",507263,"2021-02-21T14:35:00.000+0000","2021022112","2021-02-21T12:35:00.000+0000","2021022111","2021022110","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-02-21T06:52:00","FM-15","6","0.0",null,"2021-02-21T11:52:00.000+0000","2021022111",16,30,26,29.69,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAY","FAY","Fayetteville Regional Grannis Field","Fayetteville","North Carolina","US",189,34.9911994934,-78.8803024292,"America/New_York","72303593740","FAYETTEVILLE REGIONAL AIRPORT GRANNIS FIELD, NC US","56.7","34.98953","-78.88004","2021-02-21T06:53:00","FM-15","6","0.0",null,"2021-02-21T11:53:00.000+0000",18,27,24,30.35,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,29,7,"2017-01-29","WN",19393,"WN","N8682B",2861,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,710,713,3,3,0,0,"0700-0759",11,724,1248,9,1300,1257,-3,0,0,-1,"1300-1359",0,null,0,230,224,204,1,1703,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",512222,"2017-01-29T14:10:00.000+0000","2017012912","2017-01-29T12:10:00.000+0000","2017012911","2017012910","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-01-29T04:53:00","FM-15","7","0.0",null,"2017-01-29T11:53:00.000+0000","2017012911",15,30,25,24.83,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2017-01-29T06:53:00","FM-15","7","0.0","-RA:02 |RA |","2017-01-29T11:53:00.000+0000",40,55,48,30.1,330,9,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,22,3,"2019-05-22","OO",20304,"OO","N932EV",5838,11603,1160302,31603,"EUG","Eugene, OR","OR",41,"Oregon",92,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,1140,1130,-10,0,0,-1,"1100-1159",12,1142,1254,26,1321,1320,-1,0,0,-1,"1300-1359",0,null,0,101,110,72,1,451,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",514652,"2019-05-22T18:40:00.000+0000","2019052216","2019-05-22T16:40:00.000+0000","2019052215","2019052214","72693024221","EUGENE MAHLON SWEET FIELD, OR US","107.6","44.1278","-123.2206","2019-05-22T08:31:00","FM-16","7","0.0",null,"2019-05-22T16:31:00.000+0000","2019052216",50,59,54,29.61,220,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-05-22T07:56:00","FM-15","7","0.0",null,"2019-05-22T15:56:00.000+0000",48,58,53,29.83,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,17,5,"2019-05-17","DL",19790,"DL","N895DN",2974,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1056,1049,-7,0,0,-1,"1000-1059",11,1100,1857,30,1929,1927,-2,0,0,-1,"1900-1959",0,null,0,333,338,297,1,2454,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",515591,"2019-05-17T17:56:00.000+0000","2019051715","2019-05-17T15:56:00.000+0000","2019051714","2019051713","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2019-05-17T07:53:00","FM-15","7","0.0",null,"2019-05-17T15:53:00.000+0000","2019051715",47,57,52,29.79,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-05-17T10:51:00","FM-15","7","0.0",null,"2019-05-17T15:51:00.000+0000",59,68,63,29.77,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,28,6,"2019-12-28","DL",19790,"DL","N687DL",2813,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,800,756,-4,0,0,-1,"0800-0859",25,821,928,11,942,939,-3,0,0,-1,"0900-0959",0,null,0,102,103,67,1,404,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",517014,"2019-12-28T13:00:00.000+0000","2019122811","2019-12-28T11:00:00.000+0000","2019122810","2019122809","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2019-12-28T05:53:00","FM-15","7","0.01","-RA:02 |RA |RA","2019-12-28T10:53:00.000+0000","2019122810",67,70,68,29.98,100,3,8,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-12-28T05:52:00","FM-15","7","0.0","BR:1 ||","2019-12-28T10:52:00.000+0000",54,57,55,29.1,80,8,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,23,6,"2019-03-23","OO",20304,"OO","N110SY",5562,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,545,541,-4,0,0,-1,"0001-0559",15,556,629,3,641,632,-9,0,0,-1,"0600-0659",0,null,0,56,51,33,1,86,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",517291,"2019-03-23T12:45:00.000+0000","2019032310","2019-03-23T10:45:00.000+0000","2019032309","2019032308","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2019-03-23T01:53:00","FM-15","7","0.43","RA:02 BR:1 |RA |RA","2019-03-23T09:53:00.000+0000","2019032309",50,51,50,30.09,120,10,3,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-03-23T01:56:00","FM-15","7","0.07","RA:02 BR:1 |RA |RA","2019-03-23T09:56:00.000+0000",52,54,53,30.11,130,5,4,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,1,5,"2019-11-01","9E",20363,"9E","N937XJ",5145,11977,1197705,31977,"GRB","Green Bay, WI","WI",55,"Wisconsin",45,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1149,1140,-9,0,0,-1,"1100-1159",13,1153,1238,10,1300,1248,-12,0,0,-1,"1300-1359",0,null,0,71,68,45,1,252,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KGRB","GRB","Austin Straubel International Airport","Green Bay","Wisconsin","US",695,44.4850997925,-88.1296005249,"America/Chicago",518323,"2019-11-01T16:49:00.000+0000","2019110114","2019-11-01T14:49:00.000+0000","2019110113","2019110112","72645014898","GREEN BAY A S INTERNATIONAL AIRPORT, WI US","209.4","44.4794","-88.1366","2019-11-01T07:53:00","FM-15","7","0.0",null,"2019-11-01T13:53:00.000+0000","2019110113",23,29,27,29.31,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2019-11-01T08:34:00","FM-16","7","0.0",null,"2019-11-01T14:34:00.000+0000",31,36,34,29.1,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,24,7,"2019-03-24","OO",20304,"OO","N161PQ",3627,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,13485,1348502,33485,"MSN","Madison, WI","WI",55,"Wisconsin",45,1405,1359,-6,0,0,-1,"1400-1459",20,1419,1743,4,1754,1747,-7,0,0,-1,"1700-1759",0,null,0,169,168,144,1,1174,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",519184,"2019-03-24T20:05:00.000+0000","2019032418","2019-03-24T18:05:00.000+0000","2019032417","2019032416","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2019-03-24T10:54:00","FM-15","7","0.11","-RA:02 BR:1 |RA |RA","2019-03-24T17:54:00.000+0000","2019032417",36,38,37,25.85,20,11,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSN","MSN","Dane County Regional Truax Field","Madison","Wisconsin","US",887,43.1399002075,-89.3375015259,"America/Chicago","72641014837","MADISON DANE CO REGIONAL AIRPORT, WI US","264.0","43.1405","-89.3452","2019-03-24T11:53:00","FM-15","7","0.0",null,"2019-03-24T17:53:00.000+0000",35,52,44,29.13,60,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,24,3,"2019-07-24","UA",19977,"UA","N38268",1004,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,12402,1240203,32402,"ITO","Hilo, HI","HI",15,"Hawaii",2,1738,1737,-1,0,0,-1,"1700-1759",15,1752,1959,5,2013,2004,-9,0,0,-1,"2000-2059",0,null,0,335,327,307,1,2449,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",519596,"2019-07-25T00:38:00.000+0000","2019072422","2019-07-24T22:38:00.000+0000","2019072421","2019072420","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2019-07-24T13:53:00","FM-15","7","0.0",null,"2019-07-24T21:53:00.000+0000","2019072421",64,78,69,29.56,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHTO","ITO","Hilo International Airport","Hilo","Hawaii","US",38,19.7213993073,-155.0480041504,"Pacific/Honolulu","91285021504","HILO INTERNATIONAL AIRPORT 87, HI US","11.6","19.7191","-155.053","2019-07-24T11:53:00","FM-15","7","0.0",null,"2019-07-24T21:53:00.000+0000",69,83,74,30,80,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,26,2,"2016-07-26","UA",19977,"UA","N27246",505,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1912,1910,-2,0,0,-1,"1900-1959",32,1942,2052,9,2105,2101,-4,0,0,-1,"2100-2159",0,null,0,233,231,190,1,1452,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",521077,"2016-07-26T23:12:00.000+0000","2016072621","2016-07-26T21:12:00.000+0000","2016072620","2016072619","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2016-07-26T15:52:00","FM-15","7","0.0",null,"2016-07-26T20:52:00.000+0000","2016072620",66,93,75,29.58,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-07-26T13:53:00","FM-15","7","0.0",null,"2016-07-26T20:53:00.000+0000",37,91,60,24.67,80,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,20,2,"2016-12-20","AA",19805,"AA","N195AA",618,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1630,1630,0,0,0,0,"1600-1659",15,1645,1719,8,1727,1727,0,0,0,0,"1700-1759",0,null,0,177,177,154,1,1055,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",522449,"2016-12-20T22:30:00.000+0000","2016122020","2016-12-20T20:30:00.000+0000","2016122019","2016122018","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2016-12-20T13:53:00","FM-15","7","0.0",null,"2016-12-20T19:53:00.000+0000","2016122019",11,54,39,29.69,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2016-12-20T11:56:00","FM-15","7","0.0",null,"2016-12-20T19:56:00.000+0000",4,51,35,28.06,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,12,4,"2015-03-12","DL",19790,"DL","N532US",1572,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,945,945,0,0,0,0,"0900-0959",13,958,1102,12,1120,1114,-6,0,0,-1,"1100-1159",0,null,0,95,89,64,1,406,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",524932,"2015-03-12T13:45:00.000+0000","2015031211","2015-03-12T11:45:00.000+0000","2015031210","2015031209","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-03-12T05:53:00","FM-15","7","0.0",null,"2015-03-12T10:53:00.000+0000","2015031210",70,73,71,30.17,70,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-03-12T06:28:00","FM-16","7","0.0","BR:1 |s |","2015-03-12T11:28:00.000+0000",57,61,59,29.15,80,10,0.25,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,16,1,"2015-03-16","NK",20416,"NK","N608NK",939,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1021,1014,-7,0,0,-1,"1000-1059",13,1027,1121,10,1152,1131,-21,0,0,-2,"1100-1159",0,null,0,151,137,114,1,862,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",525015,"2015-03-16T15:21:00.000+0000","2015031613","2015-03-16T13:21:00.000+0000","2015031612","2015031611","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-03-16T06:53:00","FM-15","7","0.0",null,"2015-03-16T12:53:00.000+0000","2015031612",56,58,57,30.11,360,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-03-16T05:53:00","FM-15","7","0.0",null,"2015-03-16T12:53:00.000+0000",18,48,36,24.59,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,12,2,"2015-05-12","DL",19790,"DL","N343NB",2636,11042,1104203,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,556,-4,0,0,-1,"0600-0659",13,609,731,5,747,736,-11,0,0,-1,"0700-0759",0,null,0,107,100,82,1,554,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",525683,"2015-05-12T10:00:00.000+0000","2015051208","2015-05-12T08:00:00.000+0000","2015051207","2015051206","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","238.0","41.4057","-81.852","2015-05-12T02:51:00","FM-15","7","0.0",null,"2015-05-12T07:51:00.000+0000","2015051207",59,64,61,29.05,240,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-05-12T02:52:00","FM-15","7","0.0",null,"2015-05-12T07:52:00.000+0000",60,72,65,29.02,270,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,15,5,"2015-05-15","AA",19805,"AA","N3HJAA",2399,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,1440,1458,18,18,1,1,"1400-1459",11,1509,1555,6,1542,1601,19,19,1,1,"1500-1559",0,null,0,62,63,46,1,204,1,9,0,1,0,9,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",527349,"2015-05-15T18:40:00.000+0000","2015051516","2015-05-15T16:40:00.000+0000","2015051515","2015051514","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2015-05-15T10:53:00","FM-15","7","0.0",null,"2015-05-15T15:53:00.000+0000","2015051515",66,85,72,30.17,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2015-05-15T10:53:00","FM-15","7","0.0",null,"2015-05-15T15:53:00.000+0000",66,86,73,30.13,110,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,30,2,"2018-01-30","AA",19805,"AA","N894NN",1608,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,1603,1601,-2,0,0,-1,"1600-1659",48,1649,1814,6,1804,1820,16,16,1,1,"1800-1859",0,null,0,121,139,85,1,541,3,0,0,16,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",528379,"2018-01-30T21:03:00.000+0000","2018013019","2018-01-30T19:03:00.000+0000","2018013018","2018013017","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-01-30T13:52:00","FM-15","7","0.0",null,"2018-01-30T18:52:00.000+0000","2018013018",14,43,33,29.43,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2018-01-30T13:51:00","FM-15","7","0.0",null,"2018-01-30T18:51:00.000+0000",30,35,33,29.91,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,11,3,"2018-04-11","DL",19790,"DL","N305DQ",2425,13851,1385103,33851,"OKC","Oklahoma City, OK","OK",40,"Oklahoma",73,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1620,1613,-7,0,0,-1,"1600-1659",10,1623,1856,6,1928,1902,-26,0,0,-2,"1900-1959",0,null,0,128,109,93,1,761,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",528477,"2018-04-11T21:20:00.000+0000","2018041119","2018-04-11T19:20:00.000+0000","2018041118","2018041117","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","391.7","35.3889","-97.6006","2018-04-11T12:52:00","FM-15","6","0.0",null,"2018-04-11T18:52:00.000+0000","2018041118",44,77,59,28.54,180,26,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-04-11T13:52:00","FM-15","6","0.0",null,"2018-04-11T18:52:00.000+0000",31,69,51,29.08,350,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,19,4,"2018-04-19","HA",19690,"HA","N483HA",506,12173,1217305,32134,"HNL","Honolulu, HI","HI",15,"Hawaii",2,13830,1383002,33830,"OGG","Kahului, HI","HI",15,"Hawaii",2,1740,1832,52,52,1,3,"1700-1759",15,1847,1908,6,1820,1914,54,54,1,3,"1800-1859",0,null,0,40,42,21,1,100,1,54,0,0,0,0,1735,10,10,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",528812,"2018-04-20T03:40:00.000+0000","2018042001","2018-04-20T01:40:00.000+0000","2018042000","2018041923","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","2.1","21.324","-157.9294","2018-04-19T14:53:00","FM-15","7","0.0",null,"2018-04-20T00:53:00.000+0000","2018042000",66,80,71,29.98,60,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu","91190022516","KAHULUI AIRPORT, HI US","15.5","20.89972","-156.42861","2018-04-19T14:54:00","FM-15","7","0.0",null,"2018-04-20T00:54:00.000+0000",69,79,72,29.92,60,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,19,4,"2018-04-19","MQ",20398,"MQ","N649PP",3685,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,15249,1524906,35249,"TLH","Tallahassee, FL","FL",12,"Florida",33,2150,2149,-1,0,0,-1,"2100-2159",20,2209,2313,4,2327,2317,-10,0,0,-1,"2300-2359",0,null,0,97,88,64,1,402,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",528820,"2018-04-20T01:50:00.000+0000","2018041923","2018-04-19T23:50:00.000+0000","2018041922","2018041921","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2018-04-19T17:53:00","FM-15","7","0.0",null,"2018-04-19T22:53:00.000+0000","2018041922",64,79,69,30.03,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","16.8","30.39306","-84.35333","2018-04-19T17:53:00","FM-15","7","0.0",null,"2018-04-19T22:53:00.000+0000",60,82,68,29.93,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,17,2,"2018-04-17","WN",19393,"WN","N908WN",670,14570,1457002,34570,"RNO","Reno, NV","NV",32,"Nevada",85,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1655,1709,14,14,0,0,"1600-1659",7,1716,1808,5,1810,1813,3,3,0,0,"1800-1859",0,null,0,75,64,52,1,345,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",529203,"2018-04-17T23:55:00.000+0000","2018041721","2018-04-17T21:55:00.000+0000","2018041720","2018041719","72488023185","RENO AIRPORT, NV US","1344.2","39.4838","-119.7711","2018-04-17T13:55:00","FM-15","7","0.0",null,"2018-04-17T21:55:00.000+0000","2018041721",15,53,38,25.69,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-04-17T13:03:00","FM-16","7","0.0",null,"2018-04-17T21:03:00.000+0000",18,65,45,27.83,null,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,15,7,"2018-04-15","B6",20409,"B6","N827JB",603,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1953,2100,67,67,1,4,"1900-1959",15,2115,2325,7,2243,2332,49,49,1,3,"2200-2259",0,null,0,350,332,310,1,2300,10,49,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",529371,"2018-04-15T23:53:00.000+0000","2018041521","2018-04-15T21:53:00.000+0000","2018041520","2018041519","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2018-04-15T15:54:00","FM-15","7","0.0","-RA:02 |RA |RA","2018-04-15T20:54:00.000+0000","2018041520",30,33,32,30.44,60,23,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-04-15T14:51:00","FM-15","7","0.0",null,"2018-04-15T21:51:00.000+0000",2,89,54,28.69,null,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,16,2,"2018-01-16","WN",19393,"WN","N941WN",1553,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,1500,1546,46,46,1,3,"1500-1559",18,1604,1638,5,1605,1643,38,38,1,2,"1600-1659",0,null,0,125,117,94,1,601,3,0,0,0,0,38,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",529465,"2018-01-16T20:00:00.000+0000","2018011618","2018-01-16T18:00:00.000+0000","2018011617","2018011616","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2018-01-16T12:52:00","FM-15","7","0.0",null,"2018-01-16T17:52:00.000+0000","2018011617",24,38,33,30.36,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2018-01-16T11:53:00","FM-15","7","0.0",null,"2018-01-16T17:53:00.000+0000",15,23,21,29.77,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,19,5,"2018-01-19","YV",20378,"YV","N88335",6069,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,10140,1014005,30140,"ABQ","Albuquerque, NM","NM",35,"New Mexico",86,1823,1821,-2,0,0,-1,"1800-1859",17,1838,1923,6,1949,1929,-20,0,0,-2,"1900-1959",0,null,0,146,128,105,1,744,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",529512,"2018-01-20T00:23:00.000+0000","2018011922","2018-01-19T22:23:00.000+0000","2018011921","2018011920","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2018-01-19T15:53:00","FM-15","7","0.0","-RA:02 |RA |","2018-01-19T21:53:00.000+0000","2018011921",51,55,53,30.03,130,16,7,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.5","35.0419","-106.6155","2018-01-19T14:52:00","FM-15","7","0.0",null,"2018-01-19T21:52:00.000+0000",15,54,38,24.67,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,13,5,"2018-04-13","AA",19805,"AA","N873NN",1237,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,11697,1169706,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,1830,1924,54,54,1,3,"1800-1859",15,1939,2254,3,2215,2257,42,42,1,2,"2200-2259",0,null,0,165,153,135,1,1119,5,0,0,0,0,42,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",529606,"2018-04-13T23:30:00.000+0000","2018041321","2018-04-13T21:30:00.000+0000","2018041320","2018041319","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2018-04-13T14:53:00","FM-15","7","0.0",null,"2018-04-13T20:53:00.000+0000","2018041320",66,87,73,28.85,170,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2018-04-13T15:53:00","FM-15","7","0.0",null,"2018-04-13T20:53:00.000+0000",66,78,70,30.06,70,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,18,3,"2018-04-18","OH",20397,"OH","N555NN",5596,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,10868,1086803,30868,"CAE","Columbia, SC","SC",45,"South Carolina",37,1119,1119,0,0,0,0,"1100-1159",10,1129,1150,3,1208,1153,-15,0,0,-1,"1200-1259",0,null,0,49,34,21,1,88,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",530032,"2018-04-18T15:19:00.000+0000","2018041813","2018-04-18T13:19:00.000+0000","2018041812","2018041811","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-04-18T07:52:00","FM-15","7","0.0",null,"2018-04-18T12:52:00.000+0000","2018041812",48,63,55,29.1,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCAE","CAE","Columbia Metropolitan Airport","Columbia","South Carolina","US",236,33.9388008118,-81.1194992065,"America/New_York","72310013883","COLUMBIA METROPOLITAN AIRPORT, SC US","68.6","33.94228","-81.11803","2018-04-18T07:56:00","FM-15","7","0.0",null,"2018-04-18T12:56:00.000+0000",48,67,57,29.72,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,9,5,"2019-08-09","OH",20397,"OH","N601EN",5335,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,14576,1457606,34576,"ROC","Rochester, NY","NY",36,"New York",22,1655,1648,-7,0,0,-1,"1600-1659",17,1705,1832,3,1846,1835,-11,0,0,-1,"1800-1859",0,null,0,111,107,87,1,573,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",531165,"2019-08-09T20:55:00.000+0000","2019080918","2019-08-09T18:55:00.000+0000","2019080917","2019080916","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-08-09T13:52:00","FM-15","7","0.0",null,"2019-08-09T18:52:00.000+0000","2019080918",64,91,73,29.09,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KROC","ROC","Greater Rochester International Airport","Rochester","New York","US",559,43.1189002991,-77.6724014282,"America/New_York","72529014768","ROCHESTER GREATER INTERNATIONAL, NY US","164.3","43.11722","-77.67541","2019-08-09T13:54:00","FM-15","7","0.0",null,"2019-08-09T18:54:00.000+0000",51,78,62,29.19,270,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,16,3,"2019-10-16","AA",19805,"AA","N969NN",1486,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1755,1754,-1,0,0,-1,"1700-1759",33,1827,1900,12,1921,1912,-9,0,0,-1,"1900-1959",0,null,0,146,138,93,1,612,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",531709,"2019-10-16T21:55:00.000+0000","2019101619","2019-10-16T19:55:00.000+0000","2019101618","2019101617","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2019-10-16T14:52:00","FM-15","7","0.02","-RA:02 |RA |RA","2019-10-16T19:52:00.000+0000","2019101619",58,60,59,29.45,320,9,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2019-10-16T13:51:00","FM-15","7","0.0",null,"2019-10-16T19:51:00.000+0000",35,51,44,29.22,320,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,31,2,"2017-10-31","AS",19930,"AS","N583AS",941,13796,1379606,32457,"OAK","Oakland, CA","CA",6,"California",91,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,615,602,-13,0,0,-1,"0600-0659",21,623,805,11,813,816,3,3,0,0,"0800-0859",0,null,0,118,134,102,1,672,3,null,null,null,null,null,558,4,4,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles",533564,"2017-10-31T13:15:00.000+0000","2017103111","2017-10-31T11:15:00.000+0000","2017103110","2017103109","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2017-10-31T02:53:00","FM-15","7","0.0",null,"2017-10-31T10:53:00.000+0000","2017103110",50,55,52,29.8,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2017-10-31T02:53:00","FM-15","7","0.0",null,"2017-10-31T10:53:00.000+0000",34,41,38,29.66,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,13,3,"2017-09-13","UA",19977,"UA","N14731",1021,14683,1468303,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,700,654,-6,0,0,-1,"0700-0759",8,702,1109,5,1152,1114,-38,0,0,-2,"1100-1159",0,null,0,232,200,187,1,1569,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago",534136,"2017-09-13T12:00:00.000+0000","2017091310","2017-09-13T10:00:00.000+0000","2017091309","2017091308","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2017-09-13T03:51:00","FM-15","7","0.0",null,"2017-09-13T09:51:00.000+0000","2017091309",56,69,61,28.97,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2017-09-13T04:51:00","FM-15","7","0.0",null,"2017-09-13T09:51:00.000+0000",58,61,59,29.89,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,27,3,"2017-12-27","WN",19393,"WN","N560WN",5231,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,1800,1817,17,17,1,1,"1800-1859",9,1826,1932,2,1925,1934,9,9,0,0,"1900-1959",0,null,0,85,77,66,1,480,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",534632,"2017-12-28T02:00:00.000+0000","2017122800","2017-12-28T00:00:00.000+0000","2017122723","2017122722","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2017-12-27T15:53:00","FM-15","7","0.0",null,"2017-12-27T23:53:00.000+0000","2017122723",43,57,50,30.22,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2017-12-27T15:51:00","FM-15","7","0.0","HZ:7 |FU |HZ","2017-12-27T23:51:00.000+0000",53,65,58,30.06,290,9,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,9,5,"2017-06-09","UA",19977,"UA","N87507",1587,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,14635,1463502,31714,"RSW","Fort Myers, FL","FL",12,"Florida",33,755,811,16,16,1,1,"0700-0759",19,830,1105,4,1100,1109,9,9,0,0,"1100-1159",0,null,0,185,178,155,1,1068,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",534717,"2017-06-09T11:55:00.000+0000","2017060909","2017-06-09T09:55:00.000+0000","2017060908","2017060907","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2017-06-09T04:51:00","FM-15","7","0.0",null,"2017-06-09T09:51:00.000+0000","2017060909",47,53,50,29.71,230,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2017-06-09T04:53:00","FM-15","7","0.0",null,"2017-06-09T09:53:00.000+0000",72,74,73,29.83,20,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,9,5,"2017-06-09","WN",19393,"WN","N629SW",37,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,12206,1220603,32206,"HRL","Harlingen/San Benito, TX","TX",48,"Texas",74,1720,1816,56,56,1,3,"1700-1759",8,1824,1906,3,1815,1909,54,54,1,3,"1800-1859",0,null,0,55,53,42,1,277,2,0,0,0,0,54,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",534846,"2017-06-09T22:20:00.000+0000","2017060920","2017-06-09T20:20:00.000+0000","2017060919","2017060918","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2017-06-09T13:53:00","FM-15","7","0.0",null,"2017-06-09T19:53:00.000+0000","2017060919",64,83,71,29.85,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHRL","HRL","Valley International Airport","Harlingen","Texas","US",36,26.2285003662,-97.6544036865,"America/Chicago","72250512904","HARLINGEN RIO GRANDE VALLEY INTERNATIONAL AIRPORT, TX US","10.4","26.22806","-97.65417","2017-06-09T13:52:00","FM-15","7","0.0",null,"2017-06-09T19:52:00.000+0000",68,94,76,29.77,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,28,6,"2017-10-28","WN",19393,"WN","N909WN",5846,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,14122,1412202,30198,"PIT","Pittsburgh, PA","PA",42,"Pennsylvania",23,1025,1023,-2,0,0,-1,"1000-1059",9,1032,1212,5,1240,1217,-23,0,0,-2,"1200-1259",0,null,0,135,114,100,1,834,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",535027,"2017-10-28T14:25:00.000+0000","2017102812","2017-10-28T12:25:00.000+0000","2017102811","2017102810","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2017-10-28T06:53:00","FM-15","7","0.0",null,"2017-10-28T11:53:00.000+0000","2017102811",59,61,60,29.83,10,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","366.7","40.4846","-80.2144","2017-10-28T06:51:00","FM-15","7","0.0","-RA:02 |RA |","2017-10-28T11:51:00.000+0000",46,56,51,28.51,180,6,10,"-RA:02 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,3,2,"2017-01-03","WN",19393,"WN","N361SW",3435,13244,1324402,33244,"MEM","Memphis, TN","TN",47,"Tennessee",54,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,1055,1052,-3,0,0,-1,"1000-1059",14,1106,1329,5,1345,1334,-11,0,0,-1,"1300-1359",0,null,0,110,102,83,1,655,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago",535642,"2017-01-03T16:55:00.000+0000","2017010314","2017-01-03T14:55:00.000+0000","2017010313","2017010312","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","77.4","35.0564","-89.9865","2017-01-03T08:54:00","FM-15","7","0.0","BR:1 |s |","2017-01-03T14:54:00.000+0000","2017010314",54,54,54,29.51,230,5,0.25,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2017-01-03T09:53:00","FM-15","7","0.0","BR:1 ||","2017-01-03T14:53:00.000+0000",71,72,71,30.04,190,6,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,30,7,"2017-04-30","AA",19805,"AA","N886AA",2429,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,14683,1468303,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,1849,2112,143,143,1,9,"1800-1859",28,2140,2224,5,2000,2229,149,149,1,9,"2000-2059",0,null,0,71,77,44,1,247,1,0,0,6,0,143,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",535747,"2017-04-30T23:49:00.000+0000","2017043021","2017-04-30T21:49:00.000+0000","2017043020","2017043019","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-04-30T14:53:00","FM-15","7","0.0",null,"2017-04-30T20:53:00.000+0000","2017043020",32,70,52,29.14,280,30,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2017-04-30T14:51:00","FM-15","7","0.0",null,"2017-04-30T20:51:00.000+0000",37,77,56,29.05,290,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,21,5,"2017-04-21","DL",19790,"DL","N910DE",2640,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,800,755,-5,0,0,-1,"0800-0859",19,814,955,8,1008,1003,-5,0,0,-1,"1000-1059",0,null,0,68,68,41,1,214,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",535840,"2017-04-21T13:00:00.000+0000","2017042111","2017-04-21T11:00:00.000+0000","2017042110","2017042109","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2017-04-21T04:53:00","FM-15","7","0.0",null,"2017-04-21T10:53:00.000+0000","2017042110",63,67,65,29.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-04-21T05:52:00","FM-15","7","0.0",null,"2017-04-21T10:52:00.000+0000",60,65,62,28.95,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,10,7,"2017-12-10","UA",19977,"UA","N24715",543,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,625,631,6,6,0,0,"0600-0659",13,644,836,8,855,844,-11,0,0,-1,"0800-0859",0,null,0,210,193,172,1,1190,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",537137,"2017-12-10T11:25:00.000+0000","2017121009","2017-12-10T09:25:00.000+0000","2017121008","2017121007","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2017-12-10T03:52:00","FM-15","7","0.0",null,"2017-12-10T08:52:00.000+0000","2017121008",26,29,28,29.56,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2017-12-10T02:53:00","FM-15","7","0.0",null,"2017-12-10T08:53:00.000+0000",34,41,38,30.27,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,18,7,"2017-06-18","EV",20366,"EV","N13903",3880,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1917,1922,5,5,0,0,"1900-1959",12,1934,2036,5,2050,2041,-9,0,0,-1,"2000-2059",0,null,0,153,139,122,1,844,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",537329,"2017-06-18T23:17:00.000+0000","2017061821","2017-06-18T21:17:00.000+0000","2017061820","2017061819","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2017-06-18T15:54:00","FM-15","7","0.0",null,"2017-06-18T20:54:00.000+0000","2017061820",70,79,73,28.85,230,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2017-06-18T14:53:00","FM-15","7","0.0",null,"2017-06-18T20:53:00.000+0000",72,94,78,29.68,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,22,2,"2015-09-22","OO",20304,"OO","N495CA",4481,12278,1227803,30928,"ICT","Wichita, KS","KS",20,"Kansas",62,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1126,1121,-5,0,0,-1,"1100-1159",13,1134,1254,8,1310,1302,-8,0,0,-1,"1300-1359",0,null,0,104,101,80,1,545,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago",537762,"2015-09-22T16:26:00.000+0000","2015092214","2015-09-22T14:26:00.000+0000","2015092213","2015092212","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","402.6","37.6475","-97.43","2015-09-22T07:53:00","FM-15","7","0.0",null,"2015-09-22T13:53:00.000+0000","2015092213",65,73,68,28.62,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2015-09-22T07:53:00","FM-15","7","0.0",null,"2015-09-22T13:53:00.000+0000",63,68,65,29.17,270,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,16,4,"2018-08-16","G4",20368,"G4","249NV",2157,10408,1040805,30408,"ATW","Appleton, WI","WI",55,"Wisconsin",45,14761,1476106,34761,"SFB","Sanford, FL","FL",12,"Florida",33,931,928,-3,0,0,-1,"0900-0959",12,940,1308,5,1313,1313,0,0,0,0,"1300-1359",0,null,0,162,165,148,1,1141,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago",538082,"2018-08-16T14:31:00.000+0000","2018081612","2018-08-16T12:31:00.000+0000","2018081611","2018081610","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2018-08-16T06:05:00","FM-15","7","0.0","FG:2 s |FG s |FG","2018-08-16T12:05:00.000+0000","2018081612",70,70,70,28.99,30,6,null,"FG:2 s ","FG s ","FG",0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,"KSFB","SFB","Orlando Sanford International Airport","Orlando","Florida","US",55,28.7775993347,-81.2375030518,"America/New_York","72205712854","ORLANDO SANFORD AIRPORT, FL US","16.8","28.77972","-81.24361","2018-08-16T06:53:00","FM-15","7","0.0",null,"2018-08-16T11:53:00.000+0000",77,79,78,30.09,90,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,2,5,"2018-02-02","DL",19790,"DL","N983AT",1660,14098,1409803,33667,"PHF","Newport News/Williamsburg, VA","VA",51,"Virginia",38,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,557,-3,0,0,-1,"0600-0659",10,607,742,5,758,747,-11,0,0,-1,"0700-0759",0,null,0,118,110,95,1,508,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHF","PHF","Newport News Williamsburg International Airport","Newport News","Virginia","US",42,37.13190079,-76.49299622,"America/New_York",538755,"2018-02-02T11:00:00.000+0000","2018020209","2018-02-02T09:00:00.000+0000","2018020208","2018020207","72308693741","NEWPORT NEWS INTERNATIONAL AIRPORT, VA US","12.8","37.13194","-76.49306","2018-02-02T03:58:00","FM-16","7","0.01","RA:02 BR:1 |RA |","2018-02-02T08:58:00.000+0000","2018020208",38,41,40,29.93,null,null,5,"RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-02-02T03:52:00","FM-15","7","0.0",null,"2018-02-02T08:52:00.000+0000",35,40,38,29.09,330,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,18,7,"2018-02-18","OH",20397,"OH","N570NN",5209,11423,1142306,31423,"DSM","Des Moines, IA","IA",19,"Iowa",61,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1720,1722,2,2,0,0,"1700-1759",9,1731,2016,19,2039,2035,-4,0,0,-1,"2000-2059",0,null,0,139,133,105,1,815,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",538866,"2018-02-18T23:20:00.000+0000","2018021821","2018-02-18T21:20:00.000+0000","2018021820","2018021819","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","291.7","41.5338","-93.653","2018-02-18T14:54:00","FM-15","7","0.0",null,"2018-02-18T20:54:00.000+0000","2018021820",26,52,41,28.66,180,25,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-02-18T15:52:00","FM-15","7","0.0",null,"2018-02-18T20:52:00.000+0000",34,63,49,29.47,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,20,1,"2015-07-20","WN",19393,"WN","N430WN",2579,13342,1334205,33342,"MKE","Milwaukee, WI","WI",55,"Wisconsin",45,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1940,1939,-1,0,0,-1,"1900-1959",9,1948,2055,7,2110,2102,-8,0,0,-1,"2100-2159",0,null,0,150,143,127,1,896,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago",539254,"2015-07-21T00:40:00.000+0000","2015072022","2015-07-20T22:40:00.000+0000","2015072021","2015072020","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.90457","2015-07-20T15:52:00","FM-15","7","0.0",null,"2015-07-20T21:52:00.000+0000","2015072021",66,80,71,28.99,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2015-07-20T14:53:00","FM-15","7","0.0",null,"2015-07-20T21:53:00.000+0000",36,85,58,24.71,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,13,4,"2018-12-13","WN",19393,"WN","N7822A",1285,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,11259,1125904,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1605,1640,35,35,1,2,"1600-1659",10,1650,1753,10,1735,1803,28,28,1,1,"1700-1759",0,null,0,90,83,63,1,436,2,12,0,0,0,16,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",542587,"2018-12-13T22:05:00.000+0000","2018121320","2018-12-13T20:05:00.000+0000","2018121319","2018121318","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2018-12-13T13:53:00","FM-15","7","0.1","-RA:02 BR:1 |RA |RA","2018-12-13T19:53:00.000+0000","2018121319",63,64,63,29.82,120,18,6,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2018-12-13T13:53:00","FM-15","7","0.02","TS:7 |TS TS |","2018-12-13T19:53:00.000+0000",60,64,62,29.09,160,7,10,"TS:7 ","TS TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0],[4,12,24,1,"2018-12-24","AA",19805,"AA","N972UY",661,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,14027,1402702,34027,"PBI","West Palm Beach/Palm Beach, FL","FL",12,"Florida",33,1859,1849,-10,0,0,-1,"1800-1859",17,1906,2109,4,2151,2113,-38,0,0,-2,"2100-2159",0,null,0,172,144,123,1,951,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",542613,"2018-12-24T23:59:00.000+0000","2018122421","2018-12-24T21:59:00.000+0000","2018122420","2018122419","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2018-12-24T16:54:00","FM-15","7","0.0",null,"2018-12-24T21:54:00.000+0000","2018122421",23,41,34,30.09,280,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPBI","PBI","Palm Beach International Airport","West Palm Beach","Florida","US",19,26.6832008362,-80.0955963135,"America/New_York","72203012844","WEST PALM BEACH INTERNATIONAL AIRPORT, FL US","5.8","26.6847","-80.0994","2018-12-24T16:53:00","FM-15","7","0.0",null,"2018-12-24T21:53:00.000+0000",52,69,59,30.16,10,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,23,1,"2018-07-23","YX",20452,"YX","N419YX",4410,14730,1473003,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,1155,1242,47,47,1,3,"1100-1159",21,1303,1434,10,1351,1444,53,53,1,3,"1300-1359",0,null,0,116,122,91,1,576,3,0,0,13,0,40,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville",543408,"2018-07-23T15:55:00.000+0000","2018072313","2018-07-23T13:55:00.000+0000","2018072312","2018072311","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2018-07-23T08:34:00","FM-16","7","0.0",null,"2018-07-23T13:34:00.000+0000","2018072313",63,70,66,29.36,10,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2018-07-23T08:54:00","FM-15","7","0.0",null,"2018-07-23T13:54:00.000+0000",73,79,75,30.01,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,4,4,"2018-10-04","EV",20366,"EV","N18556",4055,11049,1104902,31049,"CLL","College Station/Bryan, TX","TX",48,"Texas",74,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1240,1238,-2,0,0,-1,"1200-1259",9,1247,1306,8,1325,1314,-11,0,0,-1,"1300-1359",0,null,0,45,36,19,1,74,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCLL","CLL","Easterwood Field","College Station","Texas","US",320,30.58860016,-96.36380005,"America/Chicago",544081,"2018-10-04T17:40:00.000+0000","2018100415","2018-10-04T15:40:00.000+0000","2018100414","2018100413","74746003904","COLLEGE STATION EASTERWOOD FIELD, TX US","93.0","30.58917","-96.36472","2018-10-04T09:02:00","FM-16","7","0.0",null,"2018-10-04T15:02:00.000+0000","2018100415",75,75,75,29.72,200,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2018-10-04T08:53:00","FM-15","7","0.0",null,"2018-10-04T14:53:00.000+0000",78,83,79,29.96,150,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,10,6,"2018-03-10","NK",20416,"NK","N633NK",170,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1520,1511,-9,0,0,-1,"1500-1559",16,1527,2000,8,2026,2008,-18,0,0,-2,"2000-2059",0,null,0,186,177,153,1,1299,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",545028,"2018-03-10T23:20:00.000+0000","2018031021","2018-03-10T21:20:00.000+0000","2018031020","2018031019","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2018-03-10T12:56:00","FM-15","7","0.0",null,"2018-03-10T20:56:00.000+0000","2018031020",42,67,54,27.64,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2018-03-10T14:53:00","FM-15","7","0.0",null,"2018-03-10T20:53:00.000+0000",24,34,30,29.14,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,29,1,"2018-01-29","OO",20304,"OO","N194SY",3377,14908,1490803,32575,"SNA","Santa Ana, CA","CA",6,"California",91,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,2120,2116,-4,0,0,-1,"2100-2159",37,2153,2255,6,2251,2301,10,10,0,0,"2200-2259",0,null,0,91,105,62,1,372,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",547569,"2018-01-30T05:20:00.000+0000","2018013003","2018-01-30T03:20:00.000+0000","2018013002","2018013001","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2018-01-29T18:53:00","FM-15","7","0.0",null,"2018-01-30T02:53:00.000+0000","2018013002",32,77,55,29.99,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2018-01-29T18:56:00","FM-15","7","0.0",null,"2018-01-30T02:56:00.000+0000",49,56,52,30.15,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,21,7,"2016-08-21","WN",19393,"WN","N631SW",1548,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,14831,1483104,32457,"SJC","San Jose, CA","CA",6,"California",91,1805,1820,15,15,1,1,"1800-1859",9,1829,1950,9,1945,1959,14,14,0,0,"1900-1959",0,null,0,220,219,201,1,1476,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago",547824,"2016-08-21T23:05:00.000+0000","2016082121","2016-08-21T21:05:00.000+0000","2016082120","2016082119","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2016-08-21T14:53:00","FM-15","7","0.0",null,"2016-08-21T20:53:00.000+0000","2016082120",75,80,76,29.45,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2016-08-21T12:53:00","FM-15","7","0.0",null,"2016-08-21T20:53:00.000+0000",56,77,64,29.85,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,1,4,"2017-06-01","AA",19805,"AA","N949AA",2153,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,1700,1710,10,10,0,0,"1700-1759",19,1729,1810,6,1826,1816,-10,0,0,-1,"1800-1859",0,null,0,86,66,41,1,214,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",548175,"2017-06-01T21:00:00.000+0000","2017060119","2017-06-01T19:00:00.000+0000","2017060118","2017060117","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2017-06-01T13:52:00","FM-15","7","0.0",null,"2017-06-01T18:52:00.000+0000","2017060118",50,82,63,29.9,290,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2017-06-01T13:51:00","FM-15","7","0.0",null,"2017-06-01T18:51:00.000+0000",45,81,61,29.84,260,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,11,3,"2017-10-11","WN",19393,"WN","N904WN",4894,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14831,1483104,32457,"SJC","San Jose, CA","CA",6,"California",91,2135,2130,-5,0,0,-1,"2100-2159",9,2139,2244,6,2255,2250,-5,0,0,-1,"2200-2259",0,null,0,80,80,65,1,386,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",549630,"2017-10-12T04:35:00.000+0000","2017101202","2017-10-12T02:35:00.000+0000","2017101201","2017101200","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2017-10-11T17:56:00","FM-15","7","0.0",null,"2017-10-12T01:56:00.000+0000","2017101201",18,80,52,27.52,180,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2017-10-11T17:53:00","FM-15","7","0.0",null,"2017-10-12T01:53:00.000+0000",49,62,55,29.93,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,13,2,"2018-11-13","YX",20452,"YX","N418YX",4589,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,1412,1702,170,170,1,11,"1400-1459",23,1725,2014,4,1737,2018,161,161,1,10,"1700-1759",0,null,0,145,136,109,1,888,4,0,0,0,0,161,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",550150,"2018-11-13T20:12:00.000+0000","2018111318","2018-11-13T18:12:00.000+0000","2018111317","2018111316","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2018-11-13T11:51:00","FM-15","7","0.0",null,"2018-11-13T17:51:00.000+0000","2018111317",16,24,22,29.75,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2018-11-13T12:51:00","FM-15","7","0.0",null,"2018-11-13T17:51:00.000+0000",43,48,46,29.79,310,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,12,3,"2018-12-12","WN",19393,"WN","N563WN",180,11259,1125904,30194,"DAL","Dallas, TX","TX",48,"Texas",74,10423,1042302,30423,"AUS","Austin, TX","TX",48,"Texas",74,1720,1716,-4,0,0,-1,"1700-1759",9,1725,1800,4,1815,1804,-11,0,0,-1,"1800-1859",0,null,0,55,48,35,1,189,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",550390,"2018-12-12T23:20:00.000+0000","2018121221","2018-12-12T21:20:00.000+0000","2018121220","2018121219","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2018-12-12T15:19:00","FM-16","7","0.0",null,"2018-12-12T21:19:00.000+0000","2018121221",54,65,59,29.32,190,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.3","30.1831","-97.6799","2018-12-12T14:53:00","FM-15","7","0.0",null,"2018-12-12T20:53:00.000+0000",58,66,61,29.37,190,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,6,6,"2017-05-06","DL",19790,"DL","N381DN",2443,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1018,1010,-8,0,0,-1,"1000-1059",14,1024,1302,3,1315,1305,-10,0,0,-1,"1300-1359",0,null,0,117,115,98,1,689,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",551846,"2017-05-06T17:18:00.000+0000","2017050615","2017-05-06T15:18:00.000+0000","2017050614","2017050613","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2017-05-06T06:53:00","FM-15","7","0.0",null,"2017-05-06T14:53:00.000+0000","2017050614",40,45,43,29.67,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2017-05-06T07:54:00","FM-15","7","0.0",null,"2017-05-06T14:54:00.000+0000",38,74,54,25.47,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,18,1,"2019-03-18","OH",20397,"OH","N526EA",5068,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,906,902,-4,0,0,-1,"0900-0959",9,911,1156,10,1219,1206,-13,0,0,-1,"1200-1259",0,null,0,133,124,105,1,814,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago",554773,"2019-03-18T14:06:00.000+0000","2019031812","2019-03-18T12:06:00.000+0000","2019031811","2019031810","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","161.8","38.7525","-90.3736","2019-03-18T05:51:00","FM-15","7","0.0",null,"2019-03-18T11:51:00.000+0000","2019031811",27,33,31,29.63,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2019-03-18T06:54:00","FM-15","7","0.0",null,"2019-03-18T11:54:00.000+0000",14,35,28,30.27,50,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,28,1,"2016-03-28","DL",19790,"DL","N909DA",1215,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,645,636,-9,0,0,-1,"0600-0659",17,653,935,4,929,939,10,10,0,0,"0900-0959",0,null,0,164,183,162,1,983,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",555892,"2016-03-28T10:45:00.000+0000","2016032808","2016-03-28T08:45:00.000+0000","2016032807","2016032806","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2016-03-28T03:26:00","FM-16","7","0.0",null,"2016-03-28T08:26:00.000+0000","2016032808",68,72,69,30,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2016-03-28T03:34:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2016-03-28T08:34:00.000+0000",45,48,47,28.88,250,20,2.5,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,4,3,"2018-07-04","F9",20436,"F9","N318FR",268,14908,1490803,32575,"SNA","Santa Ana, CA","CA",6,"California",91,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1007,1000,-7,0,0,-1,"1000-1059",15,1015,1303,7,1327,1310,-17,0,0,-2,"1300-1359",0,null,0,140,130,108,1,846,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",556954,"2018-07-04T17:07:00.000+0000","2018070415","2018-07-04T15:07:00.000+0000","2018070414","2018070413","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","16.5","33.68","-117.86639","2018-07-04T06:53:00","FM-15","7","0.0",null,"2018-07-04T14:53:00.000+0000","2018070414",56,68,61,29.96,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-07-04T07:53:00","FM-15","7","0.0",null,"2018-07-04T14:53:00.000+0000",46,77,59,24.74,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,24,4,"2018-05-24","F9",20436,"F9","N922FR",409,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,2205,2227,22,22,1,1,"2200-2259",9,2236,2337,11,2344,2348,4,4,0,0,"2300-2359",0,null,0,159,141,121,1,862,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",556957,"2018-05-25T04:05:00.000+0000","2018052502","2018-05-25T02:05:00.000+0000","2018052501","2018052500","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2018-05-24T18:53:00","FM-15","7","0.0",null,"2018-05-25T01:53:00.000+0000","2018052501",41,72,55,24.64,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2018-05-24T17:53:00","FM-15","7","0.0",null,"2018-05-25T01:53:00.000+0000",54,61,57,29.71,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,4,5,"2018-05-04","WN",19393,"WN","N7737E",205,12451,1245102,31136,"JAX","Jacksonville, FL","FL",12,"Florida",33,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,2025,2033,8,8,0,0,"2000-2059",9,2042,2126,9,2135,2135,0,0,0,0,"2100-2159",0,null,0,70,62,44,1,270,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",557313,"2018-05-05T00:25:00.000+0000","2018050422","2018-05-04T22:25:00.000+0000","2018050421","2018050420","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.9","30.495","-81.6936","2018-05-04T16:56:00","FM-15","7","0.0",null,"2018-05-04T21:56:00.000+0000","2018050421",62,79,68,30.06,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-05-04T16:52:00","FM-15","7","0.0",null,"2018-05-04T21:52:00.000+0000",58,82,67,29.01,270,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,10,6,"2016-12-10","WN",19393,"WN","N286WN",976,14831,1483104,32457,"SJC","San Jose, CA","CA",6,"California",91,14679,1467903,33570,"SAN","San Diego, CA","CA",6,"California",91,2015,2013,-2,0,0,-1,"2000-2059",9,2022,2120,4,2135,2124,-11,0,0,-1,"2100-2159",0,null,0,80,71,58,1,417,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",558364,"2016-12-11T04:15:00.000+0000","2016121102","2016-12-11T02:15:00.000+0000","2016121101","2016121100","72494523293","SAN JOSE INTERNATIONAL AIRPORT, CA US","15.5","37.3591","-121.924","2016-12-10T17:58:00","FM-16","7","0.0","-RA:02 BR:1 |RA |","2016-12-11T01:58:00.000+0000","2016121101",57,59,58,30.03,290,13,3,"-RA:02 BR:1 ","RA ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2016-12-10T17:59:00","FM-16","7","0.0",null,"2016-12-11T01:59:00.000+0000",55,62,58,30.08,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,18,3,"2018-07-18","AA",19805,"AA","N732US",1981,14307,1430705,30721,"PVD","Providence, RI","RI",44,"Rhode Island",15,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,1118,1118,0,0,0,0,"1100-1159",11,1129,1311,6,1330,1317,-13,0,0,-1,"1300-1359",0,null,0,132,119,102,1,683,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPVD","PVD","Theodore Francis Green State Airport","Providence","Rhode Island","US",55,41.7326011658,-71.4204025269,"America/New_York",558865,"2018-07-18T15:18:00.000+0000","2018071813","2018-07-18T13:18:00.000+0000","2018071812","2018071811","72507014765","PROVIDENCE, RI US","16.8","41.7225","-71.4325","2018-07-18T07:51:00","FM-15","7","0.0",null,"2018-07-18T12:51:00.000+0000","2018071812",65,76,69,29.79,20,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-07-18T07:52:00","FM-15","7","0.0",null,"2018-07-18T12:52:00.000+0000",68,80,72,29.18,10,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,20,3,"2016-04-20","OO",20304,"OO","N8903A",4509,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,12156,1215603,32156,"HLN","Helena, MT","MT",30,"Montana",84,1550,1540,-10,0,0,-1,"1500-1559",22,1602,1703,3,1721,1706,-15,0,0,-1,"1700-1759",0,null,0,91,86,61,1,402,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",559978,"2016-04-20T21:50:00.000+0000","2016042019","2016-04-20T19:50:00.000+0000","2016042018","2016042017","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2016-04-20T11:54:00","FM-15","7","0.0",null,"2016-04-20T18:54:00.000+0000","2016042018",30,72,51,25.71,260,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHLN","HLN","Helena Regional Airport","Helena","Montana","US",3877,46.6068000793,-111.983001709,"America/Denver","72772024144","HELENA AIRPORT ASOS, MT US","1166.8","46.6056","-111.9636","2016-04-20T11:53:00","FM-15","7","0.0",null,"2016-04-20T18:53:00.000+0000",36,69,52,26.09,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,5,1,"2018-11-05","MQ",20398,"MQ","N684JW",4126,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,11637,1163703,31637,"FAR","Fargo, ND","ND",38,"North Dakota",66,1329,1415,46,46,1,3,"1300-1359",24,1439,1559,4,1528,1603,35,35,1,2,"1500-1559",0,null,0,119,108,80,1,557,3,35,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",560625,"2018-11-05T19:29:00.000+0000","2018110517","2018-11-05T17:29:00.000+0000","2018110516","2018110515","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-11-05T10:51:00","FM-15","7","0.0",null,"2018-11-05T16:51:00.000+0000","2018110516",39,48,44,29.24,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","274.3","46.9253","-96.8111","2018-11-05T10:53:00","FM-15","7","0.0",null,"2018-11-05T16:53:00.000+0000",34,41,38,28.7,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,22,4,"2015-01-22","EV",20366,"EV","N974EV",5043,10434,1043403,30434,"AVP","Scranton/Wilkes-Barre, PA","PA",42,"Pennsylvania",23,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,603,553,-10,0,0,-1,"0600-0659",29,622,729,7,754,736,-18,0,0,-2,"0700-0759",0,null,0,111,103,67,1,399,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KAVP","AVP","Wilkes Barre Scranton International Airport","Wilkes-Barre/Scranton","Pennsylvania","US",962,41.3385009766,-75.7233963013,"America/New_York",562042,"2015-01-22T11:03:00.000+0000","2015012209","2015-01-22T09:03:00.000+0000","2015012208","2015012207","72513014777","WILKES BARRE SCRANTON INTERNATIONAL AIRPORT, PA US","283.5","41.3336","-75.7269","2015-01-22T03:54:00","FM-15","7","0.01","-SN:03 |SN |","2015-01-22T08:54:00.000+0000","2015012208",22,27,25,29.07,0,0,2.5,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2015-01-22T03:53:00","FM-15","7","0.0",null,"2015-01-22T08:53:00.000+0000",21,24,23,29.52,300,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,15,6,"2015-08-15","DL",19790,"DL","N366NW",2179,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,2155,2152,-3,0,0,-1,"2100-2159",19,2211,2231,9,2235,2240,5,5,0,0,"2200-2259",0,null,0,100,108,80,1,532,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",562379,"2015-08-16T03:55:00.000+0000","2015081601","2015-08-16T01:55:00.000+0000","2015081600","2015081523","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2015-08-15T18:53:00","FM-15","7","0.0",null,"2015-08-16T01:53:00.000+0000","2015081601",49,88,64,25.72,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2015-08-15T17:53:00","FM-15","7","0.0",null,"2015-08-16T01:53:00.000+0000",36,95,63,29.8,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,9,7,"2015-08-09","AA",19805,"AA","N947UW",565,14100,1410002,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,715,714,-1,0,0,-1,"0700-0759",12,726,911,11,943,922,-21,0,0,-2,"0900-0959",0,null,0,208,188,165,1,1303,6,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",562547,"2015-08-09T11:15:00.000+0000","2015080909","2015-08-09T09:15:00.000+0000","2015080908","2015080907","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-08-09T03:54:00","FM-15","7","0.0",null,"2015-08-09T08:54:00.000+0000","2015080908",58,73,64,29.96,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-08-09T02:53:00","FM-15","7","0.0",null,"2015-08-09T08:53:00.000+0000",69,85,74,29.26,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,9,3,"2016-03-09","EV",20366,"EV","N754EV",5117,11624,1162402,31624,"EYW","Key West, FL","FL",12,"Florida",33,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,700,648,-12,0,0,-1,"0700-0759",14,702,833,13,904,846,-18,0,0,-2,"0900-0959",0,null,0,124,118,91,1,646,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KEYW","EYW","Key West International Airport","Key West","Florida","US",3,24.5561008453,-81.7595977783,"America/New_York",563215,"2016-03-09T12:00:00.000+0000","2016030910","2016-03-09T10:00:00.000+0000","2016030909","2016030908","72201012836","KEY WEST INTERNATIONAL AIRPORT, FL US","0.3","24.5571","-81.7554","2016-03-09T04:53:00","FM-15","7","0.0",null,"2016-03-09T09:53:00.000+0000","2016030909",60,73,65,30.06,110,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-03-09T04:52:00","FM-15","7","0.0",null,"2016-03-09T09:52:00.000+0000",50,54,52,29.09,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,17,5,"2016-06-17","NK",20416,"NK","N603NK",303,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,2136,2225,49,49,1,3,"2100-2159",14,2239,2312,8,2236,2320,44,44,1,2,"2200-2259",0,null,0,60,55,33,1,177,1,0,0,44,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",565532,"2016-06-18T01:36:00.000+0000","2016061723","2016-06-17T23:36:00.000+0000","2016061722","2016061721","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2016-06-17T17:53:00","FM-15","7","0.0",null,"2016-06-17T22:53:00.000+0000","2016061722",61,88,71,29.76,250,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2016-06-17T17:53:00","FM-15","7","0.0",null,"2016-06-17T22:53:00.000+0000",70,79,73,29.94,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,11,6,"2017-11-11","DL",19790,"DL","N624AG",1726,11278,1127804,30852,"DCA","Washington, DC","VA",51,"Virginia",38,12892,1289207,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1725,1718,-7,0,0,-1,"1700-1759",22,1740,2018,7,2025,2025,0,0,0,0,"2000-2059",0,null,0,360,367,338,1,2311,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",566276,"2017-11-11T22:25:00.000+0000","2017111120","2017-11-11T20:25:00.000+0000","2017111119","2017111118","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2017-11-11T15:12:00","FM-16","7","0.0",null,"2017-11-11T20:12:00.000+0000","2017111120",12,38,30,30.46,160,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2017-11-11T11:53:00","FM-15","7","0.0",null,"2017-11-11T19:53:00.000+0000",55,68,60,29.63,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,29,3,"2017-11-29","UA",19977,"UA","N69888",237,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,809,803,-6,0,0,-1,"0800-0859",15,818,955,5,1016,1000,-16,0,0,-2,"1000-1059",0,null,0,127,117,97,1,602,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",566282,"2017-11-29T15:09:00.000+0000","2017112913","2017-11-29T13:09:00.000+0000","2017112912","2017112911","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-11-29T05:53:00","FM-15","7","0.0",null,"2017-11-29T12:53:00.000+0000","2017112912",23,29,27,24.57,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2017-11-29T05:51:00","FM-15","7","0.0",null,"2017-11-29T12:51:00.000+0000",36,57,47,28.83,140,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,1,5,"2017-12-01","EV",20366,"EV","N28529",4424,14814,1481402,30476,"SHV","Shreveport, LA","LA",22,"Louisiana",72,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,955,944,-11,0,0,-1,"0900-0959",8,952,1031,9,1108,1040,-28,0,0,-2,"1100-1159",0,null,0,73,56,39,1,192,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KSHV","SHV","Shreveport Regional Airport","Shreveport","Louisiana","US",258,32.4466018677,-93.8255996704,"America/Chicago",566433,"2017-12-01T15:55:00.000+0000","2017120113","2017-12-01T13:55:00.000+0000","2017120112","2017120111","72248013957","SHREVEPORT REGIONAL AIRPORT, LA US","77.4","32.4472","-93.8244","2017-12-01T06:56:00","FM-15","7","0.0",null,"2017-12-01T12:56:00.000+0000","2017120112",45,46,46,29.94,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2017-12-01T07:53:00","FM-15","7","0.0",null,"2017-12-01T13:53:00.000+0000",49,53,51,30.1,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,20,7,"2016-11-20","DL",19790,"DL","N368NW",346,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1125,1122,-3,0,0,-1,"1100-1159",17,1139,1412,5,1431,1417,-14,0,0,-1,"1400-1459",0,null,0,126,115,93,1,689,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",568029,"2016-11-20T19:25:00.000+0000","2016112017","2016-11-20T17:25:00.000+0000","2016112016","2016112015","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2016-11-20T08:53:00","FM-15","7","0.0",null,"2016-11-20T16:53:00.000+0000","2016112016",45,53,49,29.25,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2016-11-20T09:54:00","FM-15","7","0.0",null,"2016-11-20T16:54:00.000+0000",23,51,39,25.74,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,6,6,"2021-03-06 00:00:00","OO",20304,"OO","N287SY",3755,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,13486,1348602,33486,"MSO","Missoula, MT","MT",30,"Montana",84,2130,2128,-2,0,0,-1,"2100-2159",12,2140,2243,3,2306,2246,-20,0,0,-2,"2300-2359",0,null,0,96,78,63,1,436,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",568668,"2021-03-07T04:30:00.000+0000","2021030702","2021-03-07T02:30:00.000+0000","2021030701","2021030700","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-03-06T18:54:00","FM-15","7","0.0",null,"2021-03-07T01:54:00.000+0000","2021030701",27,53,41,25.61,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","973.8","46.92076","-114.09376","2021-03-06T18:53:00","FM-15","7","0.0",null,"2021-03-07T01:53:00.000+0000",30,41,36,26.62,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,6,3,"2017-12-06","AA",19805,"AA","N959AA",1645,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,14100,1410005,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,630,622,-8,0,0,-1,"0600-0659",10,632,704,5,736,709,-27,0,0,-2,"0700-0759",0,null,0,66,47,32,1,119,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",569283,"2017-12-06T11:30:00.000+0000","2017120609","2017-12-06T09:30:00.000+0000","2017120608","2017120607","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2017-12-06T03:52:00","FM-15","7","0.0",null,"2017-12-06T08:52:00.000+0000","2017120608",33,51,43,29.92,320,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2017-12-06T03:54:00","FM-15","7","0.0",null,"2017-12-06T08:54:00.000+0000",37,51,45,29.89,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,30,3,"2020-12-30 00:00:00","OH",20397,"OH","N610NN",5518,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,14685,1468502,34685,"SAV","Savannah, GA","GA",13,"Georgia",34,1813,1808,-5,0,0,-1,"1800-1859",28,1836,1922,4,1924,1926,2,2,0,0,"1900-1959",0,null,0,71,78,46,1,213,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",569599,"2020-12-30T23:13:00.000+0000","2020123021","2020-12-30T21:13:00.000+0000","2020123020","2020123019","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2020-12-30T15:52:00","FM-15","7","0.0",null,"2020-12-30T20:52:00.000+0000","2020123020",29,43,37,29.49,20,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","14.0","32.13133","-81.20237","2020-12-30T15:53:00","FM-15","7","0.0",null,"2020-12-30T20:53:00.000+0000",58,69,62,30.17,90,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,3,2,"2020-11-03 00:00:00","DL",19790,"DL","N315NB",737,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,735,734,-1,0,0,-1,"0700-0759",13,747,1010,4,1037,1014,-23,0,0,-2,"1000-1059",0,null,0,182,160,143,1,1089,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",569877,"2020-11-03T12:35:00.000+0000","2020110310","2020-11-03T10:35:00.000+0000","2020110309","2020110308","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2020-11-03T04:51:00","FM-15","7","0.0",null,"2020-11-03T09:51:00.000+0000","2020110309",24,44,36,29.83,250,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2020-11-03T04:53:00","FM-15","7","0.0",null,"2020-11-03T09:53:00.000+0000",57,73,63,30.05,50,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,18,3,"2020-11-18 00:00:00","WN",19393,"WN","N215WN",2126,14893,1489302,33192,"SMF","Sacramento, CA","CA",6,"California",91,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,1110,1110,0,0,0,0,"1100-1159",12,1122,1408,5,1425,1413,-12,0,0,-1,"1400-1459",0,null,0,135,123,106,1,909,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",570065,"2020-11-18T19:10:00.000+0000","2020111817","2020-11-18T17:10:00.000+0000","2020111816","2020111815","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.0","38.69556","-121.58972","2020-11-18T08:53:00","FM-15","7","0.0",null,"2020-11-18T16:53:00.000+0000","2020111816",55,58,56,29.96,160,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-11-18T09:53:00","FM-15","7","0.0",null,"2020-11-18T16:53:00.000+0000",22,63,44,24.55,210,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,12,1,"2016-09-12","UA",19977,"UA","N61886",1202,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,1526,1524,-2,0,0,-1,"1500-1559",16,1540,1618,9,1640,1627,-13,0,0,-1,"1600-1659",0,null,0,74,63,38,1,200,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",572000,"2016-09-12T19:26:00.000+0000","2016091217","2016-09-12T17:26:00.000+0000","2016091216","2016091215","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2016-09-12T11:51:00","FM-15","7","0.0",null,"2016-09-12T16:51:00.000+0000","2016091216",52,76,62,30.2,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2016-09-12T11:54:00","FM-15","7","0.0",null,"2016-09-12T16:54:00.000+0000",47,69,57,30.19,110,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,4,7,"2016-09-04","B6",20409,"B6","N337JB",185,14576,1457604,34576,"ROC","Rochester, NY","NY",36,"New York",22,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,545,535,-10,0,0,-1,"0001-0559",8,543,633,8,658,641,-17,0,0,-2,"0600-0659",0,null,0,73,66,50,1,264,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KROC","ROC","Greater Rochester International Airport","Rochester","New York","US",559,43.1189002991,-77.6724014282,"America/New_York",572033,"2016-09-04T09:45:00.000+0000","2016090407","2016-09-04T07:45:00.000+0000","2016090406","2016090405","72529014768","ROCHESTER GREATER INTERNATIONAL, NY US","164.3","43.11722","-77.67541","2016-09-04T01:54:00","FM-15","7","0.0",null,"2016-09-04T06:54:00.000+0000","2016090406",49,51,50,29.65,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2016-09-04T01:51:00","FM-15","7","0.0",null,"2016-09-04T06:51:00.000+0000",60,67,63,30.14,20,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,25,4,"2021-02-25 00:00:00","DL",19790,"DL","N815DN",354,12892,1289208,32575,"LAX","Los Angeles, CA","CA",6,"California",91,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,530,538,8,8,0,0,"0001-0559",17,555,1226,5,1235,1231,-4,0,0,-1,"1200-1259",0,null,0,245,233,211,1,1947,8,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles",572262,"2021-02-25T13:30:00.000+0000","2021022511","2021-02-25T11:30:00.000+0000","2021022510","2021022509","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-02-25T02:53:00","FM-15","7","0.0","BR:1 ||","2021-02-25T10:53:00.000+0000","2021022510",50,52,51,29.72,20,5,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-02-25T05:52:00","FM-15","7","0.0",null,"2021-02-25T10:52:00.000+0000",41,54,48,29.01,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,10,3,"2021-02-10 00:00:00","9E",20363,"9E","N832AY",4833,11308,1130802,31308,"DHN","Dothan, AL","AL",1,"Alabama",51,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1150,1147,-3,0,0,-1,"1100-1159",5,1152,1324,9,1401,1333,-28,0,0,-2,"1400-1459",0,null,0,71,46,32,1,170,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDHN","DHN","Dothan Regional Airport","Dothan","Alabama","US",401,31.3213005066,-85.4496002197,"America/Chicago",572442,"2021-02-10T17:50:00.000+0000","2021021015","2021-02-10T15:50:00.000+0000","2021021014","2021021013","72226813839","DOTHAN REGIONAL AIRPORT, AL US","112.1","31.31767","-85.44324","2021-02-10T08:53:00","FM-15","6","0.0","BR:1 ||","2021-02-10T14:53:00.000+0000","2021021014",61,62,61,29.82,70,3,1.25,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-02-10T09:52:00","FM-15","7","0.0",null,"2021-02-10T14:52:00.000+0000",48,59,53,29.1,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,2,4,"2020-07-02 00:00:00","OH",20397,"OH","N611NN",5577,14685,1468502,34685,"SAV","Savannah, GA","GA",13,"Georgia",34,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,700,656,-4,0,0,-1,"0700-0759",22,718,804,5,812,809,-3,0,0,-1,"0800-0859",0,null,0,72,73,46,1,213,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York",572849,"2020-07-02T11:00:00.000+0000","2020070209","2020-07-02T09:00:00.000+0000","2020070208","2020070207","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","14.0","32.13133","-81.20237","2020-07-02T03:53:00","FM-15","7","0.0",null,"2020-07-02T08:53:00.000+0000","2020070208",70,75,72,29.81,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2020-07-02T03:52:00","FM-15","7","0.0",null,"2020-07-02T08:52:00.000+0000",68,72,69,29.05,350,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,17,5,"2020-07-17 00:00:00","OO",20304,"OO","N766SK",3036,10693,1069302,30693,"BNA","Nashville, TN","TN",47,"Tennessee",54,13930,1393007,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,600,554,-6,0,0,-1,"0600-0659",18,612,721,5,746,726,-20,0,0,-2,"0700-0759",0,null,0,106,92,69,1,409,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",573075,"2020-07-17T11:00:00.000+0000","2020071709","2020-07-17T09:00:00.000+0000","2020071708","2020071707","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","182.9","36.11889","-86.68917","2020-07-17T02:53:00","FM-15","7","0.0",null,"2020-07-17T08:53:00.000+0000","2020071708",72,77,74,29.49,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2020-07-17T02:51:00","FM-15","7","0.0",null,"2020-07-17T08:51:00.000+0000",65,69,66,29.38,220,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,6,1,"2020-07-06 00:00:00","DL",19790,"DL","N368NB",1359,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,15380,1538005,35380,"TVC","Traverse City, MI","MI",26,"Michigan",43,1620,1618,-2,0,0,-1,"1600-1659",10,1628,1708,3,1720,1711,-9,0,0,-1,"1700-1759",0,null,0,60,53,40,1,207,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York",574782,"2020-07-06T20:20:00.000+0000","2020070618","2020-07-06T18:20:00.000+0000","2020070617","2020070616","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2020-07-06T12:53:00","FM-15","7","0.0",null,"2020-07-06T17:53:00.000+0000","2020070617",62,91,72,29.32,null,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTVC","TVC","Cherry Capital Airport","Traverse City","Michigan","US",624,44.7414016724,-85.5821990967,"America/New_York","72638714850","TRAVERSE CITY CHERRY CAPITAL AIRPORT, MI US","188.4","44.74083","-85.5825","2020-07-06T13:16:00","FM-16","7","0.0","TS:7 |TS TS |","2020-07-06T18:16:00.000+0000",62,94,73,29.28,null,9,10,"TS:7 ","TS TS ","",0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0],[4,10,4,7,"2020-10-04 00:00:00","AA",19805,"AA","N979NN",2216,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,600,551,-9,0,0,-1,"0600-0659",11,602,1120,6,1140,1126,-14,0,0,-1,"1100-1159",0,null,0,220,215,198,1,1616,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",574919,"2020-10-04T13:00:00.000+0000","2020100411","2020-10-04T11:00:00.000+0000","2020100410","2020100409","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2020-10-04T02:53:00","FM-15","7","0.0",null,"2020-10-04T10:53:00.000+0000","2020100410",56,60,58,29.94,340,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2020-10-04T04:53:00","FM-15","7","0.0",null,"2020-10-04T10:53:00.000+0000",56,66,60,29.49,20,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,13,2,"2020-10-13 00:00:00","WN",19393,"WN","N440LV",2101,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,14730,1473004,33044,"SDF","Louisville, KY","KY",21,"Kentucky",52,1345,1343,-2,0,0,-1,"1300-1359",7,1350,1534,6,1555,1540,-15,0,0,-1,"1500-1559",0,null,0,70,57,44,1,271,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",575030,"2020-10-13T18:45:00.000+0000","2020101316","2020-10-13T16:45:00.000+0000","2020101315","2020101314","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2020-10-13T09:53:00","FM-15","7","0.0",null,"2020-10-13T15:53:00.000+0000","2020101315",33,63,49,29.41,210,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSDF","SDF","Louisville International Standiford Field","Louisville","Kentucky","US",501,38.1744003296,-85.736000061,"America/Kentucky/Louisville","72423093821","LOUISVILLE INTERNATIONAL AIRPORT, KY US","148.7","38.1811","-85.7391","2020-10-13T10:56:00","FM-15","7","0.0",null,"2020-10-13T15:56:00.000+0000",42,64,53,29.67,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,22,1,"2015-06-22","AS",19930,"AS","N413AS",31,14100,1410002,34100,"PHL","Philadelphia, PA","PA",42,"Pennsylvania",23,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,1805,1802,-3,0,0,-1,"1800-1859",18,1820,2057,5,2115,2102,-13,0,0,-1,"2100-2159",0,null,0,370,360,337,1,2378,10,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York",575894,"2015-06-22T22:05:00.000+0000","2015062220","2015-06-22T20:05:00.000+0000","2015062219","2015062218","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","3.0","39.87327","-75.22678","2015-06-22T14:54:00","FM-15","7","0.0",null,"2015-06-22T19:54:00.000+0000","2015062219",60,89,70,29.97,280,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2015-06-22T11:53:00","FM-15","7","0.0",null,"2015-06-22T19:53:00.000+0000",48,70,58,29.64,210,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,16,5,"2020-10-16 00:00:00","WN",19393,"WN","N750SA",6537,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,11481,1148102,31481,"ECP","Panama City, FL","FL",12,"Florida",33,1350,1350,0,0,0,0,"1300-1359",12,1402,1518,2,1525,1520,-5,0,0,-1,"1500-1559",0,null,0,95,90,76,1,571,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",576274,"2020-10-16T18:50:00.000+0000","2020101616","2020-10-16T16:50:00.000+0000","2020101615","2020101614","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2020-10-16T10:26:00","FM-16","7","0.02","-RA:02 BR:1 |RA |RA","2020-10-16T16:26:00.000+0000","2020101616",54,58,56,30.23,20,15,3,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KECP","ECP","Northwest Florida Beaches International Airport","Panama City Beach","Florida","US",69,30.3417,-85.7973,"America/New_York","72073573805","NORTHWEST FLORIDA BEACHES INTERNATIONAL AIRPORT, FL US","17.4","30.349","-85.788","2020-10-16T10:53:00","FM-15","7","0.0",null,"2020-10-16T15:53:00.000+0000",69,82,73,30.01,null,null,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,26,5,"2015-06-26","EV",20366,"EV","N858AS",5527,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,10731,1073103,30731,"BQK","Brunswick, GA","GA",13,"Georgia",34,1459,1503,4,4,0,0,"1400-1459",14,1517,1604,4,1608,1608,0,0,0,0,"1600-1659",0,null,0,69,65,47,1,238,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",577269,"2015-06-26T18:59:00.000+0000","2015062616","2015-06-26T16:59:00.000+0000","2015062615","2015062614","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-06-26T11:52:00","FM-15","7","0.0",null,"2015-06-26T16:52:00.000+0000","2015062616",72,88,77,28.91,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBQK","BQK","Brunswick Golden Isles Airport","Brunswick","Georgia","US",26,31.2588005066,-81.4664993286,"America/New_York","72213653883","BRUNSWICK GLYNCO JETPORT AIRPORT, GA US","7.9","31.25889","-81.46611","2015-06-26T11:55:00","FM-15","7","0.0",null,"2015-06-26T16:55:00.000+0000",73,90,78,30.02,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,10,1,"2016-10-10","AS",19930,"AS","N434AS",791,15304,1530402,33195,"TPA","Tampa, FL","FL",12,"Florida",33,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,1815,1909,54,54,1,3,"1800-1859",12,1921,2141,4,2125,2145,20,20,1,1,"2100-2159",0,null,0,370,336,320,1,2520,11,0,0,0,0,20,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",578016,"2016-10-10T22:15:00.000+0000","2016101020","2016-10-10T20:15:00.000+0000","2016101019","2016101018","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","5.8","27.96194","-82.5403","2016-10-10T14:53:00","FM-15","7","0.0",null,"2016-10-10T19:53:00.000+0000","2016101019",58,83,67,30.09,40,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2016-10-10T12:10:00","FM-16","7","0.0",null,"2016-10-10T20:10:00.000+0000",45,55,50,29.61,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,7,1,"2020-09-07 00:00:00","YX",20452,"YX","N202JQ",5591,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12124,1212402,32124,"HHH","Hilton Head, SC","SC",45,"South Carolina",37,1513,1507,-6,0,0,-1,"1500-1559",14,1521,1605,5,1629,1610,-19,0,0,-2,"1600-1659",0,null,0,76,63,44,1,238,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",578727,"2020-09-07T19:13:00.000+0000","2020090717","2020-09-07T17:13:00.000+0000","2020090716","2020090715","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2020-09-07T11:52:00","FM-15","7","0.0",null,"2020-09-07T16:52:00.000+0000","2020090716",57,81,66,28.97,100,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHXD","HHH","Hilton Head Airport","Hilton Head Island","South Carolina","US",19,32.2243995667,-80.6975021362,"America/New_York","72012063837","HILTON HEAD ISLAND AIRPORT, SC US","7.3","32.21667","-80.7","2020-09-07T11:50:00","FM-15","7","0.0",null,"2020-09-07T16:50:00.000+0000",75,82,77,29.98,60,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,10,30,7,"2016-10-30","EV",20366,"EV","N920EV",5338,12323,1232303,32323,"ILM","Wilmington, NC","NC",37,"North Carolina",36,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,605,555,-10,0,0,-1,"0600-0659",8,603,703,5,735,708,-27,0,0,-2,"0700-0759",0,null,0,90,73,60,1,377,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York",579023,"2016-10-30T10:05:00.000+0000","2016103008","2016-10-30T08:05:00.000+0000","2016103007","2016103006","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","10.1","34.2675","-77.8997","2016-10-30T02:53:00","FM-15","7","0.0",null,"2016-10-30T07:53:00.000+0000","2016103007",57,57,57,30.1,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-10-30T02:52:00","FM-15","7","0.0",null,"2016-10-30T07:52:00.000+0000",54,60,57,29.07,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,12,2,"2019-02-12","YX",20452,"YX","N415YX",4323,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,1300,null,null,null,null,null,"1300-1359",null,null,null,null,1425,null,null,null,null,null,"1400-1459",1,"C",0,85,null,null,1,214,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",580281,"2019-02-12T18:00:00.000+0000","2019021216","2019-02-12T16:00:00.000+0000","2019021215","2019021214","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2019-02-12T10:52:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2019-02-12T15:52:00.000+0000","2019021215",35,38,37,30.09,30,6,3,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2019-02-12T10:58:00","FM-16","7","0.01","-FZ:8 RA:02 SN:03 PL:06 |FZRA RA |PL","2019-02-12T15:58:00.000+0000",22,26,25,30.33,70,16,2,"-FZ:8 RA:02 SN:03 PL:06 ","FZRA RA ","PL",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0],[1,1,28,2,"2020-01-28 00:00:00","WN",19393,"WN","N956WN",2008,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,1855,1855,0,0,0,0,"1800-1859",14,1909,2053,10,2115,2103,-12,0,0,-1,"2100-2159",0,null,0,80,68,44,1,255,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",581018,"2020-01-29T02:55:00.000+0000","2020012900","2020-01-29T00:55:00.000+0000","2020012823","2020012822","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2020-01-28T15:56:00","FM-15","7","0.0",null,"2020-01-28T23:56:00.000+0000","2020012823",26,62,46,27.79,80,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2020-01-28T17:51:00","FM-15","7","0.0",null,"2020-01-29T00:51:00.000+0000",20,68,47,28.84,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,6,1,"2021-12-06 00:00:00","YX",20452,"YX","N237JQ",5791,11278,1127805,30852,"DCA","Washington, DC","VA",51,"Virginia",38,12953,1295304,31703,"LGA","New York, NY","NY",36,"New York",22,2005,2317,192,192,1,12,"2000-2059",18,2335,21,8,2132,29,177,177,1,11,"2100-2159",0,null,0,87,72,46,1,214,1,171,0,0,0,6,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",584063,"2021-12-07T01:05:00.000+0000","2021120623","2021-12-06T23:05:00.000+0000","2021120622","2021120621","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-12-06T17:52:00","FM-15","7","0.0",null,"2021-12-06T22:52:00.000+0000","2021120622",51,67,58,29.63,200,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-12-06T17:51:00","FM-15","7","0.0",null,"2021-12-06T22:51:00.000+0000",51,60,55,29.59,210,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,10,2,"2021-08-10 00:00:00","UA",19977,"UA","N69840",405,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,11042,1104205,30647,"CLE","Cleveland, OH","OH",39,"Ohio",44,955,1007,12,12,0,0,"0900-0959",20,1027,1443,6,1443,1449,6,6,0,0,"1400-1459",0,null,0,168,162,136,1,1201,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",586139,"2021-08-10T15:55:00.000+0000","2021081013","2021-08-10T13:55:00.000+0000","2021081012","2021081011","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-08-10T06:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-08-10T13:53:00.000+0000","2021081013",40,72,54,24.69,200,9,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-08-10T08:51:00","FM-15","7","0.0",null,"2021-08-10T13:51:00.000+0000",70,74,71,29.11,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,20,5,"2021-08-20 00:00:00","MQ",20398,"MQ","N932AE",4166,11298,1129806,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,11140,1114008,31140,"CRP","Corpus Christi, TX","TX",48,"Texas",74,1635,1631,-4,0,0,-1,"1600-1659",12,1643,1741,4,1803,1745,-18,0,0,-2,"1800-1859",0,null,0,88,74,58,1,354,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",586268,"2021-08-20T21:35:00.000+0000","2021082019","2021-08-20T19:35:00.000+0000","2021082018","2021082017","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-08-20T12:53:00","FM-15","7","0.0",null,"2021-08-20T18:53:00.000+0000","2021082018",70,94,77,29.24,200,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCRP","CRP","Corpus Christi International Airport","Corpus Christi","Texas","US",44,27.7703990936,-97.5011978149,"America/Chicago","72251012924","CORPUS CHRISTI INTERNATIONAL AIRPORT, TX US","12.5","27.77335","-97.51302","2021-08-20T12:51:00","FM-15","7","0.0",null,"2021-08-20T18:51:00.000+0000",74,97,80,29.86,120,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,7,2,"2021-12-07 00:00:00","OO",20304,"OO","N604CZ",3873,12156,1215605,32156,"HLN","Helena, MT","MT",30,"Montana",84,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1331,1324,-7,0,0,-1,"1300-1359",12,1336,1434,3,1456,1437,-19,0,0,-2,"1400-1459",0,null,0,85,73,58,1,402,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KHLN","HLN","Helena Regional Airport","Helena","Montana","US",3877,46.6068000793,-111.983001709,"America/Denver",586641,"2021-12-07T20:31:00.000+0000","2021120718","2021-12-07T18:31:00.000+0000","2021120717","2021120716","72772024144","HELENA AIRPORT ASOS, MT US","1178.1","46.60444","-111.98921","2021-12-07T10:53:00","FM-15","7","0.0",null,"2021-12-07T17:53:00.000+0000","2021120717",28,41,36,25.91,280,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-12-07T10:54:00","FM-15","7","0.0",null,"2021-12-07T17:54:00.000+0000",27,44,37,25.79,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,20,5,"2020-03-20 00:00:00","UA",19977,"UA",null,740,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,955,null,null,null,null,null,"0900-0959",null,null,null,null,1334,null,null,null,null,null,"1300-1359",1,"D",0,159,null,null,1,1062,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",587720,"2020-03-20T15:55:00.000+0000","2020032013","2020-03-20T13:55:00.000+0000","2020032012","2020032011","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2020-03-20T06:53:00","FM-15","7","0.0","BR:1 ||","2020-03-20T13:53:00.000+0000","2020032013",15,17,16,24.84,100,10,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2020-03-20T07:53:00","FM-15","7","0.0",null,"2020-03-20T13:53:00.000+0000",71,78,73,30.21,170,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,27,7,"2021-06-27 00:00:00","B6",20409,"B6","N978JB",15,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,745,740,-5,0,0,-1,"0700-0759",19,759,1021,7,1100,1028,-32,0,0,-2,"1100-1159",0,null,0,375,348,322,1,2586,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",589486,"2021-06-27T11:45:00.000+0000","2021062709","2021-06-27T09:45:00.000+0000","2021062708","2021062707","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-06-27T03:51:00","FM-15","7","0.0",null,"2021-06-27T08:51:00.000+0000","2021062708",68,69,68,30.16,190,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-06-27T00:56:00","FM-15","7","0.0",null,"2021-06-27T08:56:00.000+0000",55,61,58,29.84,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,20,3,"2016-04-20","AA",19805,"AA","N3MHAA",2470,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1010,1006,-4,0,0,-1,"1000-1059",12,1018,1140,5,1207,1145,-22,0,0,-2,"1200-1259",0,null,0,237,219,202,1,1514,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",592522,"2016-04-20T15:10:00.000+0000","2016042013","2016-04-20T13:10:00.000+0000","2016042012","2016042011","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2016-04-20T06:51:00","FM-15","7","0.0",null,"2016-04-20T12:51:00.000+0000","2016042012",38,55,47,29.38,130,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2016-04-20T04:56:00","FM-15","7","0.0",null,"2016-04-20T12:56:00.000+0000",27,64,47,27.6,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,17,4,"2017-08-17","OO",20304,"OO","N460SW",4675,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,10408,1040803,30408,"ATW","Appleton, WI","WI",55,"Wisconsin",45,1300,1254,-6,0,0,-1,"1300-1359",14,1308,1346,5,1412,1351,-21,0,0,-2,"1400-1459",0,null,0,72,57,38,1,236,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",593858,"2017-08-17T18:00:00.000+0000","2017081716","2017-08-17T16:00:00.000+0000","2017081715","2017081714","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-08-17T09:53:00","FM-15","7","0.0",null,"2017-08-17T15:53:00.000+0000","2017081715",62,66,64,28.73,320,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATW","ATW","Outagamie County Regional Airport","Appleton","Wisconsin","US",918,44.2580986023,-88.5190963745,"America/Chicago","72645704825","APPLETON OUTAGAMIE CO AIRPORT, WI US","279.5","44.26667","-88.51667","2017-08-17T09:45:00","FM-15","7","0.0",null,"2017-08-17T15:45:00.000+0000",64,75,68,28.67,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,5,3,"2021-05-05 00:00:00","OH",20397,"OH","N563NN",5618,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,15016,1501606,31123,"STL","St. Louis, MO","MO",29,"Missouri",64,730,732,2,2,0,0,"0700-0759",18,750,824,3,837,827,-10,0,0,-1,"0800-0859",0,null,0,127,115,94,1,575,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",594676,"2021-05-05T11:30:00.000+0000","2021050509","2021-05-05T09:30:00.000+0000","2021050508","2021050507","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-05-05T03:52:00","FM-15","7","0.0",null,"2021-05-05T08:52:00.000+0000","2021050508",62,64,63,29,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","162.0","38.75246","-90.37342","2021-05-05T02:51:00","FM-15","7","0.0",null,"2021-05-05T08:51:00.000+0000",42,47,45,29.27,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,5,3,"2021-05-05 00:00:00","AA",19805,"AA","N901AA",305,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,2125,2118,-7,0,0,-1,"2100-2159",18,2136,53,9,112,102,-10,0,0,-1,"0001-0559",0,null,0,407,404,377,1,2724,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",595097,"2021-05-06T01:25:00.000+0000","2021050523","2021-05-05T23:25:00.000+0000","2021050522","2021050521","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-05-05T17:53:00","FM-15","7","0.0",null,"2021-05-05T22:53:00.000+0000","2021050522",72,85,76,29.99,140,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-05-05T14:53:00","FM-15","7","0.0",null,"2021-05-05T22:53:00.000+0000",46,70,57,29.47,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,6,2,"2021-04-06 00:00:00","WN",19393,"WN","N8694E",300,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,12954,1295407,32575,"LGB","Long Beach, CA","CA",6,"California",91,830,828,-2,0,0,-1,"0800-0859",7,835,1037,2,1100,1039,-21,0,0,-2,"1100-1159",0,null,0,270,251,242,1,1741,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",595513,"2021-04-06T13:30:00.000+0000","2021040611","2021-04-06T11:30:00.000+0000","2021040610","2021040609","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-04-06T04:53:00","FM-15","7","0.0",null,"2021-04-06T10:53:00.000+0000","2021040610",46,59,52,29.22,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","10.2","33.81177","-118.14718","2021-04-06T02:53:00","FM-15","7","0.0",null,"2021-04-06T10:53:00.000+0000",51,56,53,29.88,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,28,5,"2021-05-28 00:00:00","G4",20368,"G4","221NV",2961,10994,1099402,30994,"CHS","Charleston, SC","SC",45,"South Carolina",37,10676,1067602,30676,"BLV","Belleville, IL","IL",17,"Illinois",41,1705,1700,-5,0,0,-1,"1700-1759",17,1717,1747,7,1802,1754,-8,0,0,-1,"1800-1859",0,null,0,117,114,90,1,674,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York",596422,"2021-05-28T21:05:00.000+0000","2021052819","2021-05-28T19:05:00.000+0000","2021052818","2021052817","72208013880","CHARLESTON INTL. AIRPORT, SC US","11.8","32.89945","-80.0407","2021-05-28T13:56:00","FM-15","7","0.01","RA:02 |RA |RA","2021-05-28T18:56:00.000+0000","2021052818",67,85,73,29.87,270,9,9,"RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBLV","BLV","Scott AFB/Midamerica Airport","Belleville","Illinois","US",459,38.54520035,-89.83519745,"America/Chicago","72433813802","BELLEVILLE SCOTT AFB, IL US","135.0","38.55","-89.85","2021-05-28T12:56:00","FM-15","7","0.0",null,"2021-05-28T18:56:00.000+0000",56,56,56,29.46,300,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,19,5,"2020-06-19 00:00:00","YX",20452,"YX","N109HQ",4295,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,11066,1106606,31066,"CMH","Columbus, OH","OH",39,"Ohio",44,842,834,-8,0,0,-1,"0800-0859",12,846,1056,6,1132,1102,-30,0,0,-2,"1100-1159",0,null,0,170,148,130,1,990,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",598642,"2020-06-19T12:42:00.000+0000","2020061910","2020-06-19T10:42:00.000+0000","2020061909","2020061908","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2020-06-19T04:53:00","FM-15","7","0.0",null,"2020-06-19T09:53:00.000+0000","2020061909",77,81,78,29.97,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","248.7","39.9907","-82.877","2020-06-19T04:51:00","FM-15","7","0.0","BR:1 ||","2020-06-19T09:51:00.000+0000",60,61,60,29.16,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,19,2,"2019-03-19","DL",19790,"DL","N304DQ",2850,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,625,619,-6,0,0,-1,"0600-0659",17,636,842,11,854,853,-1,0,0,-1,"0800-0859",0,null,0,149,154,126,1,760,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",599034,"2019-03-19T10:25:00.000+0000","2019031908","2019-03-19T08:25:00.000+0000","2019031907","2019031906","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-03-19T02:51:00","FM-15","7","0.0",null,"2019-03-19T07:51:00.000+0000","2019031907",25,35,31,30.35,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-03-19T02:52:00","FM-15","7","0.0",null,"2019-03-19T07:52:00.000+0000",18,43,34,29.18,30,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,20,4,"2019-06-20","WN",19393,"WN","N8503A",2091,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1140,1214,34,34,1,2,"1100-1159",24,1238,1901,5,1840,1906,26,26,1,1,"1800-1859",0,null,0,240,232,203,1,1747,7,25,0,0,0,1,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",599159,"2019-06-20T18:40:00.000+0000","2019062016","2019-06-20T16:40:00.000+0000","2019062015","2019062014","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2019-06-20T07:56:00","FM-15","7","0.0",null,"2019-06-20T15:56:00.000+0000","2019062015",48,92,65,27.49,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-06-20T10:52:00","FM-15","7","0.0",null,"2019-06-20T15:52:00.000+0000",68,80,72,28.8,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,2,5,"2019-08-02","DL",19790,"DL","N967AT",1445,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12951,1295106,32951,"LFT","Lafayette, LA","LA",22,"Louisiana",72,2119,2116,-3,0,0,-1,"2100-2159",12,2128,2137,7,2200,2144,-16,0,0,-2,"2200-2259",0,null,0,101,88,69,1,503,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",600214,"2019-08-03T01:19:00.000+0000","2019080223","2019-08-02T23:19:00.000+0000","2019080222","2019080221","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2019-08-02T17:52:00","FM-15","7","0.0",null,"2019-08-02T22:52:00.000+0000","2019080222",65,83,71,28.9,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLFT","LFT","Lafayette Regional Airport","Lafayette","Louisiana","US",42,30.20529938,-91.98760223,"America/Chicago","72240513976","LAFAYETTE REGIONAL AIRPORT, LA US","11.6","30.205","-91.9875","2019-08-02T16:53:00","FM-15","7","0.0",null,"2019-08-02T22:53:00.000+0000",72,86,76,29.85,20,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,17,1,"2019-06-17","YV",20378,"YV","N82314",6266,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,10713,1071302,30713,"BOI","Boise, ID","ID",16,"Idaho",83,1620,1834,134,134,1,8,"1600-1659",22,1856,2112,3,1904,2115,131,131,1,8,"1900-1959",0,null,0,224,221,196,1,1482,6,131,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",600896,"2019-06-17T21:20:00.000+0000","2019061719","2019-06-17T19:20:00.000+0000","2019061718","2019061717","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2019-06-17T12:53:00","FM-15","7","0.0",null,"2019-06-17T18:53:00.000+0000","2019061718",72,83,75,29.81,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","857.7","43.5666","-116.2405","2019-06-17T11:53:00","FM-15","7","0.0",null,"2019-06-17T18:53:00.000+0000",50,82,63,27,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,10,7,"2019-11-10","OO",20304,"OO","N820SK",3501,13486,1348602,33486,"MSO","Missoula, MT","MT",30,"Montana",84,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,1500,1458,-2,0,0,-1,"1500-1559",9,1507,1803,14,1840,1817,-23,0,0,-2,"1800-1859",0,null,0,160,139,116,1,1013,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMSO","MSO","Missoula International Airport","Missoula","Montana","US",3206,46.91630173,-114.0910034,"America/Denver",603751,"2019-11-10T22:00:00.000+0000","2019111020","2019-11-10T20:00:00.000+0000","2019111019","2019111018","72773024153","MISSOULA INTERNATIONAL AIRPORT, MT US","972.9","46.9208","-114.0925","2019-11-10T12:53:00","FM-15","7","0.0",null,"2019-11-10T19:53:00.000+0000","2019111019",42,47,45,26.79,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2019-11-10T13:53:00","FM-15","7","0.0",null,"2019-11-10T19:53:00.000+0000",14,28,24,29.29,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,13,6,"2019-04-13","OH",20397,"OH","N592NN",5635,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,11423,1142307,31423,"DSM","Des Moines, IA","IA",19,"Iowa",61,2215,128,193,193,1,12,"2200-2259",19,147,239,5,2349,244,175,175,1,11,"2300-2359",0,null,0,154,136,112,1,815,4,0,171,0,0,4,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",603802,"2019-04-14T02:15:00.000+0000","2019041400","2019-04-14T00:15:00.000+0000","2019041323","2019041322","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-04-13T18:52:00","FM-15","7","0.0",null,"2019-04-13T23:52:00.000+0000","2019041323",63,69,65,29.18,80,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","291.7","41.5338","-93.653","2019-04-13T17:54:00","FM-15","7","0.0",null,"2019-04-13T23:54:00.000+0000",26,46,38,29.05,20,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,28,7,"2019-04-28","YV",20378,"YV","N86324",6024,14635,1463502,31714,"RSW","Fort Myers, FL","FL",12,"Florida",33,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1200,620,1100,1100,1,12,"1200-1259",20,640,752,6,1338,758,1100,1100,1,12,"1300-1359",0,null,0,158,158,132,1,861,4,1100,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",605169,"2019-04-28T16:00:00.000+0000","2019042814","2019-04-28T14:00:00.000+0000","2019042813","2019042812","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","9.4","26.53611","-81.755","2019-04-28T08:53:00","FM-15","7","0.0",null,"2019-04-28T13:53:00.000+0000","2019042813",67,77,70,30.03,100,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2019-04-28T07:53:00","FM-15","7","0.0",null,"2019-04-28T13:53:00.000+0000",68,73,70,29.88,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,16,6,"2016-07-16","EV",20366,"EV","N860AS",5472,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,13795,1379502,33795,"OAJ","Jacksonville/Camp Lejeune, NC","NC",37,"North Carolina",36,1434,1425,-9,0,0,-1,"1400-1459",18,1443,1546,4,1602,1550,-12,0,0,-1,"1600-1659",0,null,0,88,85,63,1,399,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",606347,"2016-07-16T18:34:00.000+0000","2016071616","2016-07-16T16:34:00.000+0000","2016071615","2016071614","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-07-16T10:52:00","FM-15","7","0.0",null,"2016-07-16T15:52:00.000+0000","2016071615",70,86,75,29.03,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAJ","OAJ","Albert J Ellis Airport","Jacksonville","North Carolina","US",94,34.8292007446,-77.6120986938,"America/New_York","72306993753","JACKSONVILLE ALBERT ELLIS AIRPORT, NC US","29.3","34.83333","-77.61667","2016-07-16T11:26:00","FM-15","7","0.0",null,"2016-07-16T16:26:00.000+0000",75,88,79,30.02,240,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,24,3,"2016-02-24","WN",19393,"WN","N269WN",953,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,12892,1289203,32575,"LAX","Los Angeles, CA","CA",6,"California",91,1020,1021,1,1,0,0,"1000-1059",21,1042,1123,7,1125,1130,5,5,0,0,"1100-1159",0,null,0,65,69,41,1,236,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",607801,"2016-02-24T18:20:00.000+0000","2016022416","2016-02-24T16:20:00.000+0000","2016022415","2016022414","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2016-02-24T07:56:00","FM-15","7","0.0",null,"2016-02-24T15:56:00.000+0000","2016022415",17,50,37,27.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.6","33.938","-118.3888","2016-02-24T07:53:00","FM-15","7","0.0",null,"2016-02-24T15:53:00.000+0000",23,65,47,29.77,10,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,9,5,"2016-12-09","WN",19393,"WN","N253WN",1681,13232,1323202,30977,"MDW","Chicago, IL","IL",17,"Illinois",41,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,815,809,-6,0,0,-1,"0800-0859",19,828,1105,11,1110,1116,6,6,0,0,"1100-1159",0,null,0,115,127,97,1,711,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",607836,"2016-12-09T14:15:00.000+0000","2016120912","2016-12-09T12:15:00.000+0000","2016120911","2016120910","72534014819","CHICAGO MIDWAY AIRPORT, IL US","186.5","41.78611","-87.75222","2016-12-09T05:53:00","FM-15","7","0.0","-SN:03 |SN |","2016-12-09T11:53:00.000+0000","2016120911",15,23,21,29.81,290,9,10,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2016-12-09T06:51:00","FM-15","7","0.0",null,"2016-12-09T11:51:00.000+0000",17,31,26,30.05,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,21,4,"2016-07-21","WN",19393,"WN","N7875A",1941,13931,1393102,33667,"ORF","Norfolk, VA","VA",51,"Virginia",38,10821,1082104,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,545,null,null,null,null,null,"0001-0559",null,null,null,null,645,null,null,null,null,null,"0600-0659",1,"A",0,60,null,null,1,159,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",608020,"2016-07-21T09:45:00.000+0000","2016072107","2016-07-21T07:45:00.000+0000","2016072106","2016072105","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","9.1","36.9033","-76.1922","2016-07-21T01:51:00","FM-15","7","0.0",null,"2016-07-21T06:51:00.000+0000","2016072106",73,75,74,30.12,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2016-07-21T01:54:00","FM-15","7","0.0",null,"2016-07-21T06:54:00.000+0000",62,65,63,30,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,19,1,"2016-09-19","AA",19805,"AA","N704US",2044,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,13495,1349503,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,1432,1427,-5,0,0,-1,"1400-1459",13,1440,1510,4,1534,1514,-20,0,0,-2,"1500-1559",0,null,0,122,107,90,1,651,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",608892,"2016-09-19T18:32:00.000+0000","2016091916","2016-09-19T16:32:00.000+0000","2016091915","2016091914","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2016-09-19T10:52:00","FM-15","7","0.0",null,"2016-09-19T15:52:00.000+0000","2016091915",67,84,73,29.17,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2016-09-19T09:53:00","FM-15","7","0.0",null,"2016-09-19T15:53:00.000+0000",76,91,80,30.02,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,29,5,"2016-01-29","UA",19977,"UA","N33714",647,11986,1198603,31986,"GRR","Grand Rapids, MI","MI",26,"Michigan",43,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,921,928,7,7,0,0,"0900-0959",21,949,1013,9,1040,1022,-18,0,0,-2,"1000-1059",0,null,0,199,174,144,1,1015,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",608940,"2016-01-29T14:21:00.000+0000","2016012912","2016-01-29T12:21:00.000+0000","2016012911","2016012910","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","244.8","42.8825","-85.52389","2016-01-29T06:53:00","FM-15","7","0.0","-SN:03 |SN |","2016-01-29T11:53:00.000+0000","2016012911",13,22,19,29.02,320,11,9,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2016-01-29T04:53:00","FM-15","7","0.0",null,"2016-01-29T11:53:00.000+0000",17,42,32,24.37,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,22,5,"2016-07-22","AA",19805,"AA","N799AA",1,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,12478,1247803,31703,"JFK","New York, NY","NY",36,"New York",22,600,553,-7,0,0,-1,"0600-0659",17,610,654,12,711,706,-5,0,0,-1,"0700-0759",0,null,0,71,73,44,1,187,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",609192,"2016-07-22T10:00:00.000+0000","2016072208","2016-07-22T08:00:00.000+0000","2016072207","2016072206","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2016-07-22T02:54:00","FM-15","7","0.0",null,"2016-07-22T07:54:00.000+0000","2016072207",63,73,67,29.88,220,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2016-07-22T02:51:00","FM-15","7","0.0",null,"2016-07-22T07:51:00.000+0000",69,73,70,29.98,230,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,7,"2015-03-15","EV",20366,"EV","N14916",5898,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,15096,1509602,35096,"SYR","Syracuse, NY","NY",36,"New York",22,2206,2247,41,41,1,2,"2200-2259",15,2302,2343,5,2312,2348,36,36,1,2,"2300-2359",0,null,0,66,61,41,1,195,1,0,0,0,0,36,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York",610089,"2015-03-16T02:06:00.000+0000","2015031600","2015-03-16T00:06:00.000+0000","2015031523","2015031522","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2015-03-15T18:51:00","FM-15","7","0.0",null,"2015-03-15T23:51:00.000+0000","2015031523",25,40,34,29.89,320,28,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","125.9","43.1111","-76.1038","2015-03-15T18:54:00","FM-15","7","0.0",null,"2015-03-15T23:54:00.000+0000",26,33,30,29.64,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,18,3,"2015-02-18","EV",20366,"EV","N14907",4542,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,12217,1221702,30255,"HSV","Huntsville, AL","AL",1,"Alabama",51,1544,1544,0,0,0,0,"1500-1559",11,1555,1725,5,1731,1730,-1,0,0,-1,"1700-1759",0,null,0,107,106,90,1,595,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",610411,"2015-02-18T21:44:00.000+0000","2015021819","2015-02-18T19:44:00.000+0000","2015021818","2015021817","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2015-02-18T12:53:00","FM-15","7","0.0",null,"2015-02-18T18:53:00.000+0000","2015021818",32,59,47,30.22,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.2","34.6441","-86.7869","2015-02-18T12:53:00","FM-15","7","0.0",null,"2015-02-18T18:53:00.000+0000",19,32,28,29.46,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,5,2,"2019-11-05","OO",20304,"OO","N8968E",3809,10434,1043405,30434,"AVP","Scranton/Wilkes-Barre, PA","PA",42,"Pennsylvania",23,11433,1143302,31295,"DTW","Detroit, MI","MI",26,"Michigan",43,1245,1241,-4,0,0,-1,"1200-1259",7,1248,1402,8,1438,1410,-28,0,0,-2,"1400-1459",0,null,0,113,89,74,1,399,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KAVP","AVP","Wilkes Barre Scranton International Airport","Wilkes-Barre/Scranton","Pennsylvania","US",962,41.3385009766,-75.7233963013,"America/New_York",611541,"2019-11-05T17:45:00.000+0000","2019110515","2019-11-05T15:45:00.000+0000","2019110514","2019110513","72513014777","WILKES BARRE SCRANTON INTERNATIONAL AIRPORT, PA US","283.5","41.3336","-75.7269","2019-11-05T09:54:00","FM-15","7","0.0",null,"2019-11-05T14:54:00.000+0000","2019110514",40,53,47,29.12,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","192.3","42.2313","-83.3308","2019-11-05T09:53:00","FM-15","7","0.0",null,"2019-11-05T14:53:00.000+0000",32,43,38,29.47,250,15,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,5,2,"2015-05-05","AA",19805,"AA","N424AA",103,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,13891,1389101,32575,"ONT","Ontario, CA","CA",6,"California",91,852,843,-9,0,0,-1,"0800-0859",11,854,941,6,1007,947,-20,0,0,-2,"1000-1059",0,null,0,195,184,167,1,1188,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",612749,"2015-05-05T13:52:00.000+0000","2015050511","2015-05-05T11:52:00.000+0000","2015050510","2015050509","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2015-05-05T04:53:00","FM-15","7","0.0",null,"2015-05-05T10:53:00.000+0000","2015050510",57,61,59,29.36,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","289.3","34.05611","-117.60028","2015-05-05T02:53:00","FM-15","7","0.0",null,"2015-05-05T10:53:00.000+0000",48,55,51,29.01,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,11,3,"2018-04-11","F9",20436,"F9","N328FR",1088,11109,1110902,30189,"COS","Colorado Springs, CO","CO",8,"Colorado",82,14683,1468305,33214,"SAT","San Antonio, TX","TX",48,"Texas",74,1249,1255,6,6,0,0,"1200-1259",27,1322,1600,7,1549,1607,18,18,1,1,"1500-1559",0,null,0,120,132,98,1,732,3,0,0,18,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver",615626,"2018-04-11T18:49:00.000+0000","2018041116","2018-04-11T16:49:00.000+0000","2018041115","2018041114","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.0","38.81","-104.6884","2018-04-11T08:54:00","FM-15","6","0.0",null,"2018-04-11T15:54:00.000+0000","2018041115",14,63,42,23.85,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","240.5","29.5443","-98.4839","2018-04-11T09:51:00","FM-15","6","0.0",null,"2018-04-11T15:51:00.000+0000",48,70,58,29.35,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,26,1,"2019-08-26","AA",19805,"AA","N546UW",2059,10721,1072102,30721,"BOS","Boston, MA","MA",25,"Massachusetts",13,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,500,455,-5,0,0,-1,"0001-0559",15,510,653,3,714,656,-18,0,0,-2,"0700-0759",0,null,0,134,121,103,1,728,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",616707,"2019-08-26T09:00:00.000+0000","2019082607","2019-08-26T07:00:00.000+0000","2019082606","2019082605","72509014739","BOSTON, MA US","3.7","42.3606","-71.0097","2019-08-26T01:54:00","FM-15","7","0.0",null,"2019-08-26T06:54:00.000+0000","2019082606",50,58,54,30.24,350,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2019-08-26T01:52:00","FM-15","7","0.0",null,"2019-08-26T06:52:00.000+0000",60,63,61,29.28,360,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,14,6,"2019-09-14","DL",19790,"DL","N345NB",2750,13495,1349505,33495,"MSY","New Orleans, LA","LA",22,"Louisiana",72,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,701,658,-3,0,0,-1,"0700-0759",18,716,1053,17,1059,1110,11,11,0,0,"1000-1059",0,null,0,178,192,157,1,1182,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",617583,"2019-09-14T12:01:00.000+0000","2019091410","2019-09-14T10:01:00.000+0000","2019091409","2019091408","72231012916","NEW ORLEANS AIRPORT, LA US","1.2","29.99691","-90.27751","2019-09-14T03:53:00","FM-15","7","0.0",null,"2019-09-14T09:53:00.000+0000","2019091409",72,78,74,30.03,70,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2019-09-14T04:51:00","FM-15","7","0.0",null,"2019-09-14T09:51:00.000+0000",58,66,61,30.32,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,22,5,"2017-09-22","AA",19805,"AA","N3PBAA",2377,15376,1537602,30436,"TUS","Tucson, AZ","AZ",4,"Arizona",81,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1055,1048,-7,0,0,-1,"1000-1059",16,1104,1447,8,1509,1455,-14,0,0,-1,"1500-1559",0,null,0,134,127,103,1,813,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",619464,"2017-09-22T17:55:00.000+0000","2017092215","2017-09-22T15:55:00.000+0000","2017092214","2017092213","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","776.9","32.1313","-110.9552","2017-09-22T08:53:00","FM-15","7","0.0",null,"2017-09-22T15:53:00.000+0000","2017092215",41,77,57,27.2,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2017-09-22T09:53:00","FM-15","7","0.0",null,"2017-09-22T15:53:00.000+0000",72,83,75,29.34,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,22,5,"2017-09-22","WN",19393,"WN","N951WN",894,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,2105,2101,-4,0,0,-1,"2100-2159",10,2111,2221,2,2235,2223,-12,0,0,-1,"2200-2259",0,null,0,90,82,70,1,460,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",619761,"2017-09-23T02:05:00.000+0000","2017092300","2017-09-23T00:05:00.000+0000","2017092223","2017092222","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-09-22T17:53:00","FM-15","7","0.0",null,"2017-09-22T23:53:00.000+0000","2017092223",60,90,71,29.36,140,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2017-09-22T17:53:00","FM-15","7","0.0",null,"2017-09-22T23:53:00.000+0000",69,81,73,28.84,180,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,18,1,"2017-12-18","WN",19393,"WN","N225WN",252,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,1550,1552,2,2,0,0,"1500-1559",13,1605,1739,6,1750,1745,-5,0,0,-1,"1700-1759",0,null,0,180,173,154,1,926,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",620144,"2017-12-18T20:50:00.000+0000","2017121818","2017-12-18T18:50:00.000+0000","2017121817","2017121816","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2017-12-18T12:52:00","FM-15","7","0.0",null,"2017-12-18T17:52:00.000+0000","2017121817",48,62,54,29.28,240,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-12-18T11:53:00","FM-15","7","0.0","BR:1 ||","2017-12-18T17:53:00.000+0000",47,50,48,29.67,150,7,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,29,6,"2017-04-29","B6",20409,"B6","N353JB",371,12953,1295302,31703,"LGA","New York, NY","NY",36,"New York",22,11697,1169704,32467,"FLL","Fort Lauderdale, FL","FL",12,"Florida",33,600,603,3,3,0,0,"0600-0659",12,615,852,6,859,858,-1,0,0,-1,"0800-0859",0,null,0,179,175,157,1,1076,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York",621633,"2017-04-29T10:00:00.000+0000","2017042908","2017-04-29T08:00:00.000+0000","2017042907","2017042906","72503014732","LAGUARDIA AIRPORT, NY US","3.4","40.77944","-73.88035","2017-04-29T02:51:00","FM-15","7","0.0",null,"2017-04-29T07:51:00.000+0000","2017042907",59,72,64,29.98,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","3.4","26.07875","-80.16217","2017-04-29T02:53:00","FM-15","7","0.0",null,"2017-04-29T07:53:00.000+0000",73,79,75,30.07,110,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,15,5,"2017-12-15","DL",19790,"DL","N975DL",1390,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,1633,1642,9,9,0,0,"1600-1659",13,1655,1758,4,1800,1802,2,2,0,0,"1800-1859",0,null,0,147,140,123,1,696,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",622752,"2017-12-15T21:33:00.000+0000","2017121519","2017-12-15T19:33:00.000+0000","2017121518","2017121517","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-12-15T13:52:00","FM-15","7","0.0",null,"2017-12-15T18:52:00.000+0000","2017121518",25,40,34,28.98,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2017-12-15T12:53:00","FM-15","7","0.0",null,"2017-12-15T18:53:00.000+0000",36,52,45,30.22,40,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,9,22,2,"2015-09-22","EV",20366,"EV","N917EV",4958,12323,1232303,32323,"ILM","Wilmington, NC","NC",37,"North Carolina",36,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,556,-4,0,0,-1,"0600-0659",11,607,717,7,732,724,-8,0,0,-1,"0700-0759",0,null,0,92,88,70,1,377,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York",623349,"2015-09-22T10:00:00.000+0000","2015092208","2015-09-22T08:00:00.000+0000","2015092207","2015092206","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","10.1","34.2675","-77.8997","2015-09-22T02:53:00","FM-15","7","0.0",null,"2015-09-22T07:53:00.000+0000","2015092207",68,72,69,29.93,20,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2015-09-22T02:52:00","FM-15","7","0.01",null,"2015-09-22T07:52:00.000+0000",64,69,66,28.94,50,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,20,3,"2018-06-20","B6",20409,"B6","N827JB",167,12478,1247805,31703,"JFK","New York, NY","NY",36,"New York",22,13796,1379608,32457,"OAK","Oakland, CA","CA",6,"California",91,1720,1736,16,16,1,1,"1700-1759",31,1807,2102,6,2059,2108,9,9,0,0,"2000-2059",0,null,0,399,392,355,1,2576,11,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",623813,"2018-06-20T21:20:00.000+0000","2018062019","2018-06-20T19:20:00.000+0000","2018062018","2018062017","74486094789","JFK INTERNATIONAL AIRPORT, NY US","3.4","40.63915","-73.76401","2018-06-20T13:51:00","FM-15","7","0.0",null,"2018-06-20T18:51:00.000+0000","2018062018",59,76,66,29.83,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND METROPOLITAN, CA US","1.8","37.7214","-122.2208","2018-06-20T10:53:00","FM-15","7","0.0",null,"2018-06-20T18:53:00.000+0000",51,60,55,29.96,260,8,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,18,1,"2018-06-18","OH",20397,"OH","N508AE",5629,11057,1105703,31057,"CLT","Charlotte, NC","NC",37,"North Carolina",36,12217,1221702,30255,"HSV","Huntsville, AL","AL",1,"Alabama",51,2230,null,null,null,null,null,"2200-2259",null,null,null,null,2254,null,null,null,null,null,"2200-2259",1,"A",0,84,null,null,1,333,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",625290,"2018-06-19T02:30:00.000+0000","2018061900","2018-06-19T00:30:00.000+0000","2018061823","2018061822","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","221.9","35.2236","-80.9552","2018-06-18T18:52:00","FM-15","7","0.0",null,"2018-06-18T23:52:00.000+0000","2018061823",73,89,78,29.21,240,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.2","34.6441","-86.7869","2018-06-18T17:53:00","FM-15","7","0.0",null,"2018-06-18T23:53:00.000+0000",72,86,76,29.38,250,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,23,4,"2018-08-23","DL",19790,"DL","N985DL",1481,12992,1299206,32600,"LIT","Little Rock, AR","AR",5,"Arkansas",71,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,600,553,-7,0,0,-1,"0600-0659",15,608,810,9,831,819,-12,0,0,-1,"0800-0859",0,null,0,91,86,62,1,453,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",625402,"2018-08-23T11:00:00.000+0000","2018082309","2018-08-23T09:00:00.000+0000","2018082308","2018082307","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","78.6","34.7273","-92.2389","2018-08-23T02:53:00","FM-15","7","0.0",null,"2018-08-23T08:53:00.000+0000","2018082308",67,68,67,29.85,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-08-23T03:52:00","FM-15","7","0.0",null,"2018-08-23T08:52:00.000+0000",64,68,65,28.93,320,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,26,3,"2018-12-26","YX",20452,"YX","N429YX",4371,13303,1330303,32467,"MIA","Miami, FL","FL",12,"Florida",33,10994,1099402,30994,"CHS","Charleston, SC","SC",45,"South Carolina",37,2145,2143,-2,0,0,-1,"2100-2159",16,2159,2321,5,2335,2326,-9,0,0,-1,"2300-2359",0,null,0,110,103,82,1,489,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York",629187,"2018-12-27T02:45:00.000+0000","2018122700","2018-12-27T00:45:00.000+0000","2018122623","2018122622","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","8.8","25.7881","-80.3169","2018-12-26T18:53:00","FM-15","7","0.0",null,"2018-12-26T23:53:00.000+0000","2018122623",63,75,67,30.14,80,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York","72208013880","CHARLESTON INTL. AIRPORT, SC US","12.2","32.89943","-80.04075","2018-12-26T18:56:00","FM-15","7","0.0",null,"2018-12-26T23:56:00.000+0000",39,49,44,30.39,60,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,31,6,"2018-03-31","B6",20409,"B6","N708JB",1822,12954,1295406,32575,"LGB","Long Beach, CA","CA",6,"California",91,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,1927,1930,3,3,0,0,"1900-1959",13,1943,2142,4,2148,2146,-2,0,0,-1,"2100-2159",0,null,0,141,136,119,1,846,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles",630714,"2018-04-01T02:27:00.000+0000","2018040100","2018-04-01T00:27:00.000+0000","2018033123","2018033122","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","9.4","33.8116","-118.1463","2018-03-31T15:53:00","FM-15","7","0.0",null,"2018-03-31T23:53:00.000+0000","2018033123",53,71,61,29.93,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2018-03-31T15:53:00","FM-15","4","0.0",null,"2018-03-31T23:53:00.000+0000",33,64,null,null,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,2,5,"2018-03-02","OO",20304,"OO","N120SY",5357,13930,1393006,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1225,1222,-3,0,0,-1,"1200-1259",20,1242,1509,5,1530,1514,-16,0,0,-2,"1500-1559",0,null,0,125,112,87,1,606,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago",631106,"2018-03-02T18:25:00.000+0000","2018030216","2018-03-02T16:25:00.000+0000","2018030215","2018030214","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2018-03-02T09:51:00","FM-15","7","0.0",null,"2018-03-02T15:51:00.000+0000","2018030215",22,39,33,29.69,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2018-03-02T10:52:00","FM-15","7","0.0",null,"2018-03-02T15:52:00.000+0000",28,52,42,29.13,320,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,17,6,"2018-03-17","WN",19393,"WN","N7843A",2,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,10821,1082106,30852,"BWI","Baltimore, MD","MD",24,"Maryland",35,810,818,8,8,0,0,"0800-0859",9,827,1144,3,1200,1147,-13,0,0,-1,"1200-1259",0,null,0,170,149,137,1,1209,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",632438,"2018-03-17T13:10:00.000+0000","2018031711","2018-03-17T11:10:00.000+0000","2018031710","2018031709","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2018-03-17T04:53:00","FM-15","7","0.0",null,"2018-03-17T10:53:00.000+0000","2018031710",34,58,47,29.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","47.5","39.1733","-76.684","2018-03-17T05:54:00","FM-15","7","0.0",null,"2018-03-17T10:54:00.000+0000",14,29,24,29.84,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,19,1,"2018-03-19","YV",20378,"YV","N935LR",5910,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14698,1469802,34236,"SBP","San Luis Obispo, CA","CA",6,"California",91,1020,1059,39,39,1,2,"1000-1059",21,1120,1242,4,1206,1246,40,40,1,2,"1200-1259",0,null,0,106,107,82,1,509,3,39,0,1,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",632757,"2018-03-19T17:20:00.000+0000","2018031915","2018-03-19T15:20:00.000+0000","2018031914","2018031913","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2018-03-19T07:51:00","FM-15","7","0.0",null,"2018-03-19T14:51:00.000+0000","2018031914",18,55,40,28.88,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBP","SBP","San Luis County Regional Airport","San Luis Obispo","California","US",212,35.2368011475,-120.641998291,"America/Los_Angeles","72289793206","SAN LUIS OBISPO MCCHESNEY FIELD, CA US","61.0","35.23722","-120.64139","2018-03-19T06:56:00","FM-15","7","0.0",null,"2018-03-19T14:56:00.000+0000",36,39,38,29.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,10,3,"2016-08-10","DL",19790,"DL","N949AT",1884,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1743,1748,5,5,0,0,"1700-1759",15,1803,1839,9,1854,1848,-6,0,0,-1,"1800-1859",0,null,0,131,120,96,1,689,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York",633613,"2016-08-10T21:43:00.000+0000","2016081019","2016-08-10T19:43:00.000+0000","2016081018","2016081017","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-08-10T13:52:00","FM-15","7","0.0",null,"2016-08-10T18:52:00.000+0000","2016081018",72,86,76,29,120,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-08-10T12:53:00","FM-15","7","0.0",null,"2016-08-10T18:53:00.000+0000",69,97,77,29.87,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,29,1,"2017-05-29","WN",19393,"WN","N426WN",4040,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,11259,1125903,30194,"DAL","Dallas, TX","TX",48,"Texas",74,745,740,-5,0,0,-1,"0700-0759",14,754,1145,3,1200,1148,-12,0,0,-1,"1200-1259",0,null,0,135,128,111,1,879,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",634181,"2017-05-29T14:45:00.000+0000","2017052912","2017-05-29T12:45:00.000+0000","2017052911","2017052910","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2017-05-29T04:51:00","FM-15","7","0.0",null,"2017-05-29T11:51:00.000+0000","2017052911",34,74,54,28.62,110,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","134.1","32.8519","-96.8555","2017-05-29T05:53:00","FM-15","7","0.0",null,"2017-05-29T11:53:00.000+0000",61,69,64,29.45,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,6,6,"2017-05-06","OO",20304,"OO","N948SW",5024,10431,1043103,30431,"AVL","Asheville, NC","NC",37,"North Carolina",36,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1035,1026,-9,0,0,-1,"1000-1059",12,1038,1110,11,1133,1121,-12,0,0,-1,"1100-1159",0,null,0,118,115,92,1,536,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",634587,"2017-05-06T14:35:00.000+0000","2017050612","2017-05-06T12:35:00.000+0000","2017050611","2017050610","72315003812","ASHEVILLE AIRPORT, NC US","645.3","35.4319","-82.5375","2017-05-06T06:54:00","FM-15","7","0.0",null,"2017-05-06T11:54:00.000+0000","2017050611",33,47,41,27.41,330,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-05-06T05:51:00","FM-15","7","0.0",null,"2017-05-06T11:51:00.000+0000",36,46,42,29.06,20,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,20,4,"2017-07-20","OO",20304,"OO","N783SK",5885,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,10372,1037203,30372,"ASE","Aspen, CO","CO",8,"Colorado",82,1748,1746,-2,0,0,-1,"1700-1759",17,1803,1906,2,1922,1908,-14,0,0,-1,"1900-1959",0,null,0,154,142,123,1,913,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",635768,"2017-07-20T22:48:00.000+0000","2017072020","2017-07-20T20:48:00.000+0000","2017072019","2017072018","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2017-07-20T13:53:00","FM-15","7","0.0",null,"2017-07-20T19:53:00.000+0000","2017072019",71,94,78,29.94,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2353.1","39.23","-106.87056","2017-07-20T13:06:00","FM-16","7","0.0","VCTS:7 ||","2017-07-20T20:06:00.000+0000",41,77,56,22.78,null,8,10,"VCTS:7 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,30,2,"2017-05-30","UA",19977,"UA","N27477",679,14057,1405702,34057,"PDX","Portland, OR","OR",41,"Oregon",92,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,1025,1022,-3,0,0,-1,"1000-1059",8,1030,1556,13,1627,1609,-18,0,0,-2,"1600-1659",0,null,0,242,227,206,1,1739,7,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",637209,"2017-05-30T17:25:00.000+0000","2017053015","2017-05-30T15:25:00.000+0000","2017053014","2017053013","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","5.8","45.5958","-122.6093","2017-05-30T06:57:00","FM-16","7","0.0","-DZ:01 BR:1 |DZ |","2017-05-30T14:57:00.000+0000","2017053014",51,54,52,29.88,0,0,5,"-DZ:01 BR:1 ","DZ ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2017-05-30T08:51:00","FM-15","7","0.0",null,"2017-05-30T14:51:00.000+0000",45,66,55,29.24,260,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,15,6,"2018-12-15","EV",20366,"EV","N15574",4132,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,1110,1104,-6,0,0,-1,"1100-1159",9,1113,1244,7,1321,1251,-30,0,0,-2,"1300-1359",0,null,0,131,107,91,1,643,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",639231,"2018-12-15T17:10:00.000+0000","2018121515","2018-12-15T15:10:00.000+0000","2018121514","2018121513","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2018-12-15T08:53:00","FM-15","7","0.0",null,"2018-12-15T14:53:00.000+0000","2018121514",22,32,28,29.11,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2018-12-15T08:53:00","FM-15","7","0.0",null,"2018-12-15T14:53:00.000+0000",35,50,43,30.06,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,23,3,"2018-05-23","WN",19393,"WN","N8686A",1034,13204,1320402,31454,"MCO","Orlando, FL","FL",12,"Florida",33,12191,1219102,31453,"HOU","Houston, TX","TX",48,"Texas",74,1805,1807,2,2,0,0,"1800-1859",8,1815,1912,5,1935,1917,-18,0,0,-2,"1900-1959",0,null,0,150,130,117,1,849,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York",639430,"2018-05-23T22:05:00.000+0000","2018052320","2018-05-23T20:05:00.000+0000","2018052319","2018052318","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.4","28.4339","-81.325","2018-05-23T14:53:00","FM-15","7","0.0",null,"2018-05-23T19:53:00.000+0000","2018052319",63,87,71,29.94,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.4","29.63806","-95.28194","2018-05-23T13:53:00","FM-15","7","0.0",null,"2018-05-23T19:53:00.000+0000",70,78,73,29.98,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,10,3,"2019-04-10","AA",19805,"AA","N587UW",1880,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14771,1477104,32457,"SFO","San Francisco, CA","CA",6,"California",91,745,805,20,20,1,1,"0700-0759",15,820,1004,2,957,1006,9,9,0,0,"0900-0959",0,null,0,132,121,104,1,651,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",640791,"2019-04-10T14:45:00.000+0000","2019041012","2019-04-10T12:45:00.000+0000","2019041011","2019041010","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2019-04-10T04:51:00","FM-15","7","0.0",null,"2019-04-10T11:51:00.000+0000","2019041011",24,61,45,28.6,240,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","2.4","37.6197","-122.3647","2019-04-10T03:56:00","FM-15","7","0.0",null,"2019-04-10T11:56:00.000+0000",42,52,47,30.26,280,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,21,4,"2019-03-21","UA",19977,"UA","N837UA",1697,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,1818,1815,-3,0,0,-1,"1800-1859",18,1833,2025,3,2039,2028,-11,0,0,-1,"2000-2059",0,null,0,201,193,172,1,1195,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",641495,"2019-03-21T23:18:00.000+0000","2019032121","2019-03-21T21:18:00.000+0000","2019032120","2019032119","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2019-03-21T14:53:00","FM-15","7","0.0",null,"2019-03-21T20:53:00.000+0000","2019032120",37,77,56,30.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2019-03-21T13:54:00","FM-15","7","0.0",null,"2019-03-21T20:54:00.000+0000",30,53,42,25.61,10,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,11,24,6,"2018-11-24","UA",19977,"UA","N14242",1811,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,11618,1161802,31703,"EWR","Newark, NJ","NJ",34,"New Jersey",21,1230,1309,39,39,1,2,"1200-1259",47,1356,1437,6,1400,1443,43,43,1,2,"1400-1459",0,null,0,90,94,41,1,212,1,0,0,43,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",646628,"2018-11-24T17:30:00.000+0000","2018112415","2018-11-24T15:30:00.000+0000","2018112414","2018112413","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2018-11-24T09:52:00","FM-15","7","0.0","FG:2 |FG |","2018-11-24T14:52:00.000+0000","2018112414",34,34,34,29.64,360,5,0.5,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","2.1","40.6825","-74.1694","2018-11-24T09:51:00","FM-15","7","0.0",null,"2018-11-24T14:51:00.000+0000",18,35,29,30.13,30,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,2,24,3,"2016-02-24","AA",19805,"AA","N4YBAA",35,13244,1324402,33244,"MEM","Memphis, TN","TN",47,"Tennessee",54,11298,1129804,30194,"DFW","Dallas/Fort Worth, TX","TX",48,"Texas",74,1850,1847,-3,0,0,-1,"1800-1859",9,1856,2003,4,2033,2007,-26,0,0,-2,"2000-2059",0,null,0,103,80,67,1,431,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KMEM","MEM","Memphis International Airport","Memphis","Tennessee","US",341,35.0424003601,-89.9766998291,"America/Chicago",646852,"2016-02-25T00:50:00.000+0000","2016022422","2016-02-24T22:50:00.000+0000","2016022421","2016022420","72334013893","MEMPHIS INTERNATIONAL AIRPORT, TN US","77.4","35.0564","-89.9865","2016-02-24T16:24:00","FM-16","7","0.0",null,"2016-02-24T22:24:00.000+0000","2016022422",34,46,41,29.48,300,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","170.7","32.8978","-97.0189","2016-02-24T15:53:00","FM-15","7","0.0",null,"2016-02-24T21:53:00.000+0000",25,60,45,29.46,320,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,6,16,4,"2016-06-16","DL",19790,"DL","N904DE",796,12339,1233904,32337,"IND","Indianapolis, IN","IN",18,"Indiana",42,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,947,2321,814,814,1,12,"0900-0959",15,2336,43,5,1118,48,810,810,1,12,"1100-1159",0,null,0,91,87,67,1,432,2,810,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York",646911,"2016-06-16T13:47:00.000+0000","2016061611","2016-06-16T11:47:00.000+0000","2016061610","2016061609","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.1","39.72517","-86.28168","2016-06-16T05:54:00","FM-15","7","0.0","BR:1 ||","2016-06-16T10:54:00.000+0000","2016061610",67,69,68,28.92,240,10,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2016-06-16T05:52:00","FM-15","7","0.0",null,"2016-06-16T10:52:00.000+0000",65,71,67,28.85,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,3,7,"2016-04-03","AS",19930,"AS","N474AS",637,14107,1410702,30466,"PHX","Phoenix, AZ","AZ",4,"Arizona",81,14747,1474703,30559,"SEA","Seattle, WA","WA",53,"Washington",93,800,755,-5,0,0,-1,"0800-0859",14,809,1039,8,1100,1047,-13,0,0,-1,"1100-1159",0,null,0,180,172,150,1,1107,5,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",647378,"2016-04-03T15:00:00.000+0000","2016040313","2016-04-03T13:00:00.000+0000","2016040312","2016040311","72278023183","PHOENIX AIRPORT, AZ US","337.4","33.4277","-112.0038","2016-04-03T05:51:00","FM-15","7","0.0",null,"2016-04-03T12:51:00.000+0000","2016040312",27,60,45,28.88,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.8","47.4444","-122.3138","2016-04-03T04:53:00","FM-15","7","0.0",null,"2016-04-03T12:53:00.000+0000",43,45,44,29.63,280,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,10,2,"2016-05-10","UA",19977,"UA","N73291",454,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,11278,1127803,30852,"DCA","Washington, DC","VA",51,"Virginia",38,1804,1906,62,62,1,4,"1800-1859",11,1917,2239,9,2203,2248,45,45,1,3,"2200-2259",0,null,0,179,162,142,1,1208,5,45,0,0,0,0,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",649464,"2016-05-10T23:04:00.000+0000","2016051021","2016-05-10T21:04:00.000+0000","2016051020","2016051019","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","29.0","29.98","-95.36","2016-05-10T14:53:00","FM-15","7","0.0",null,"2016-05-10T20:53:00.000+0000","2016051020",70,86,75,29.81,170,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","3.0","38.8472","-77.03454","2016-05-10T15:52:00","FM-15","7","0.0",null,"2016-05-10T20:52:00.000+0000",49,64,56,30.15,50,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,5,5,4,"2016-05-05","OO",20304,"OO","N926SW",5292,11109,1110902,30189,"COS","Colorado Springs, CO","CO",8,"Colorado",82,13930,1393004,30977,"ORD","Chicago, IL","IL",17,"Illinois",41,919,917,-2,0,0,-1,"0900-0959",16,933,1239,14,1259,1253,-6,0,0,-1,"1200-1259",0,null,0,160,156,126,1,911,4,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver",649683,"2016-05-05T15:19:00.000+0000","2016050513","2016-05-05T13:19:00.000+0000","2016050512","2016050511","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.0","38.81","-104.6884","2016-05-05T05:54:00","FM-15","7","0.0",null,"2016-05-05T12:54:00.000+0000","2016050512",36,50,43,24.05,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","201.8","41.96019","-87.93162","2016-05-05T06:51:00","FM-15","7","0.0",null,"2016-05-05T12:51:00.000+0000",35,44,40,29.25,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,3,15,2,"2016-03-15","OO",20304,"OO","N603SK",4706,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,12441,1244102,32441,"JAC","Jackson, WY","WY",56,"Wyoming",88,1345,1344,-1,0,0,-1,"1300-1359",17,1401,1441,4,1448,1445,-3,0,0,-1,"1400-1459",0,null,0,63,61,40,1,205,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",650758,"2016-03-15T19:45:00.000+0000","2016031517","2016-03-15T17:45:00.000+0000","2016031516","2016031515","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2016-03-15T09:54:00","FM-15","7","0.0",null,"2016-03-15T16:54:00.000+0000","2016031516",24,38,32,25.89,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAC","JAC","Jackson Hole Airport","Jackson","Wyoming","US",6451,43.6072998047,-110.7379989624,"America/Denver","72577624166","JACKSON HOLE AIRPORT, WY US","1956.5","43.6","-110.73333","2016-03-15T10:35:00","FM-15","7","0.0",null,"2016-03-15T17:35:00.000+0000",19,25,23,23.65,180,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,21,4,"2016-04-21","OO",20304,"OO","N454SW",7421,11921,1192102,31921,"GJT","Grand Junction, CO","CO",8,"Colorado",82,14869,1486903,34614,"SLC","Salt Lake City, UT","UT",49,"Utah",87,650,646,-4,0,0,-1,"0600-0659",9,655,736,3,758,739,-19,0,0,-2,"0700-0759",0,null,0,68,53,41,1,216,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,"KGJT","GJT","Grand Junction Regional Airport","Grand Junction","Colorado","US",4858,39.1223983765,-108.527000427,"America/Denver",651508,"2016-04-21T12:50:00.000+0000","2016042110","2016-04-21T10:50:00.000+0000","2016042109","2016042108","72476023066","GRAND JUNCTION WALKER FIELD, CO US","1480.7","39.1342","-108.54","2016-04-21T02:53:00","FM-15","7","0.0",null,"2016-04-21T09:53:00.000+0000","2016042109",37,43,40,25.22,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1287.8","40.7781","-111.9694","2016-04-21T02:54:00","FM-15","7","0.0",null,"2016-04-21T09:54:00.000+0000",33,56,45,25.69,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[4,12,13,7,"2015-12-13","WN",19393,"WN","N442WN",5511,12264,1226402,30852,"IAD","Washington, DC","VA",51,"Virginia",38,12889,1288903,32211,"LAS","Las Vegas, NV","NV",32,"Nevada",85,1250,1245,-5,0,0,-1,"1200-1259",18,1303,1457,7,1505,1504,-1,0,0,-1,"1500-1559",0,null,0,315,319,294,1,2065,9,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York",652526,"2015-12-13T17:50:00.000+0000","2015121315","2015-12-13T15:50:00.000+0000","2015121314","2015121313","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","88.4","38.93486","-77.44728","2015-12-13T09:52:00","FM-15","7","0.0","BR:1 ||","2015-12-13T14:52:00.000+0000","2015121314",52,54,53,29.84,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","664.5","36.0719","-115.1634","2015-12-13T06:56:00","FM-15","7","0.0",null,"2015-12-13T14:56:00.000+0000",18,40,32,27.7,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,7,9,7,"2017-07-09","OO",20304,"OO","N742SK",5430,10372,1037203,30372,"ASE","Aspen, CO","CO",8,"Colorado",82,11292,1129202,30325,"DEN","Denver, CO","CO",8,"Colorado",82,935,935,0,0,0,0,"0900-0959",16,951,1021,4,1032,1025,-7,0,0,-1,"1000-1059",0,null,0,57,50,30,1,125,1,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver",653293,"2017-07-09T15:35:00.000+0000","2017070913","2017-07-09T13:35:00.000+0000","2017070912","2017070911","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2353.1","39.23","-106.87056","2017-07-09T05:53:00","FM-15","7","0.0",null,"2017-07-09T12:53:00.000+0000","2017070912",40,53,46,22.84,180,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1650.2","39.8328","-104.6575","2017-07-09T05:53:00","FM-15","7","0.0",null,"2017-07-09T12:53:00.000+0000",46,68,55,24.74,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,16,3,"2017-08-16","DL",19790,"DL","N943DN",2484,13487,1348702,31650,"MSP","Minneapolis, MN","MN",27,"Minnesota",63,13198,1319801,33198,"MCI","Kansas City, MO","MO",29,"Missouri",64,1503,1503,0,0,0,0,"1500-1559",16,1519,1621,7,1631,1628,-3,0,0,-1,"1600-1659",0,null,0,88,85,62,1,393,2,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",653561,"2017-08-16T20:03:00.000+0000","2017081618","2017-08-16T18:03:00.000+0000","2017081617","2017081616","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","265.8","44.8831","-93.2289","2017-08-16T12:00:00","FM-16","7","0.0",null,"2017-08-16T18:00:00.000+0000","2017081618",64,72,67,28.97,120,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","306.3","39.2972","-94.7306","2017-08-16T11:53:00","FM-15","7","0.0",null,"2017-08-16T17:53:00.000+0000",73,83,76,28.7,230,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[2,4,17,6,"2021-04-17 00:00:00","9E",20363,"9E","N195PQ",5232,14783,1478302,34783,"SGF","Springfield, MO","MO",29,"Missouri",64,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1730,1727,-3,0,0,-1,"1700-1759",10,1737,1948,6,2021,1954,-27,0,0,-2,"2000-2059",0,null,0,111,87,71,1,563,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",656207,"2021-04-17T22:30:00.000+0000","2021041720","2021-04-17T20:30:00.000+0000","2021041719","2021041718","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-04-17T14:21:00","FM-16","7","0.0",null,"2021-04-17T20:21:00.000+0000","2021041720",40,48,44,28.69,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-04-17T14:52:00","FM-15","7","0.0",null,"2021-04-17T19:52:00.000+0000",43,70,56,28.74,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[1,1,22,5,"2021-01-22 00:00:00","UA",19977,"UA","N877UA",300,12266,1226603,31453,"IAH","Houston, TX","TX",48,"Texas",74,10397,1039707,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,1635,1629,-6,0,0,-1,"1600-1659",11,1640,1903,6,1930,1909,-21,0,0,-2,"1900-1959",0,null,0,115,100,83,1,689,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago",662204,"2021-01-22T22:35:00.000+0000","2021012220","2021-01-22T20:35:00.000+0000","2021012219","2021012218","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-22T13:53:00","FM-15","7","0.0",null,"2021-01-22T19:53:00.000+0000","2021012219",62,66,64,29.81,60,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-22T14:52:00","FM-15","7","0.0",null,"2021-01-22T19:52:00.000+0000",38,57,48,28.85,330,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,8,28,1,"2017-08-28","DL",19790,"DL","N936AT",863,10135,1013503,30135,"ABE","Allentown/Bethlehem/Easton, PA","PA",42,"Pennsylvania",23,10397,1039705,30397,"ATL","Atlanta, GA","GA",13,"Georgia",34,610,608,-2,0,0,-1,"0600-0659",11,619,759,5,820,804,-16,0,0,-2,"0800-0859",0,null,0,130,116,100,1,692,3,null,null,null,null,null,null,null,null,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,"KABE","ABE","Lehigh Valley International Airport","Allentown","Pennsylvania","US",393,40.6520996094,-75.4408035278,"America/New_York",662371,"2017-08-28T10:10:00.000+0000","2017082808","2017-08-28T08:10:00.000+0000","2017082807","2017082806","72517014737","ALLENTOWN LEHIGH VALLEY INTERNATIONAL AIRPORT, PA US","118.9","40.64985","-75.44771","2017-08-28T02:51:00","FM-15","7","0.0",null,"2017-08-28T07:51:00.000+0000","2017082807",51,55,53,29.83,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","307.8","33.6301","-84.4418","2017-08-28T02:52:00","FM-15","7","0.0",null,"2017-08-28T07:52:00.000+0000",60,70,64,28.92,80,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"QUARTER","type":"\"integer\""},{"metadata":"{}","name":"MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_MONTH","type":"\"integer\""},{"metadata":"{}","name":"DAY_OF_WEEK","type":"\"integer\""},{"metadata":"{}","name":"FL_DATE","type":"\"string\""},{"metadata":"{}","name":"OP_UNIQUE_CARRIER","type":"\"string\""},{"metadata":"{}","name":"OP_CARRIER_AIRLINE_ID","type":"\"integer\""},{"metadata":"{}","name":"OP_CARRIER","type":"\"string\""},{"metadata":"{}","name":"TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"OP_CARRIER_FL_NUM","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AIRPORT_SEQ_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_CITY_MARKET_ID","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_CITY_NAME","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATE_FIPS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_STATE_NM","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WAC","type":"\"integer\""},{"metadata":"{}","name":"DEST_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST_AIRPORT_SEQ_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST_CITY_MARKET_ID","type":"\"integer\""},{"metadata":"{}","name":"DEST","type":"\"string\""},{"metadata":"{}","name":"DEST_CITY_NAME","type":"\"string\""},{"metadata":"{}","name":"DEST_STATE_ABR","type":"\"string\""},{"metadata":"{}","name":"DEST_STATE_FIPS","type":"\"integer\""},{"metadata":"{}","name":"DEST_STATE_NM","type":"\"string\""},{"metadata":"{}","name":"DEST_WAC","type":"\"integer\""},{"metadata":"{}","name":"CRS_DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"DEP_DELAY","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"DEP_DEL15","type":"\"double\""},{"metadata":"{}","name":"DEP_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"DEP_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"TAXI_OUT","type":"\"double\""},{"metadata":"{}","name":"WHEELS_OFF","type":"\"integer\""},{"metadata":"{}","name":"WHEELS_ON","type":"\"integer\""},{"metadata":"{}","name":"TAXI_IN","type":"\"double\""},{"metadata":"{}","name":"CRS_ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME","type":"\"integer\""},{"metadata":"{}","name":"ARR_DELAY","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_NEW","type":"\"double\""},{"metadata":"{}","name":"ARR_DEL15","type":"\"double\""},{"metadata":"{}","name":"ARR_DELAY_GROUP","type":"\"integer\""},{"metadata":"{}","name":"ARR_TIME_BLK","type":"\"string\""},{"metadata":"{}","name":"CANCELLED","type":"\"double\""},{"metadata":"{}","name":"CANCELLATION_CODE","type":"\"string\""},{"metadata":"{}","name":"DIVERTED","type":"\"double\""},{"metadata":"{}","name":"CRS_ELAPSED_TIME","type":"\"double\""},{"metadata":"{}","name":"ACTUAL_ELAPSED_TIME","type":"\"double\""},{"metadata":"{}","name":"AIR_TIME","type":"\"double\""},{"metadata":"{}","name":"FLIGHTS","type":"\"double\""},{"metadata":"{}","name":"DISTANCE","type":"\"double\""},{"metadata":"{}","name":"DISTANCE_GROUP","type":"\"integer\""},{"metadata":"{}","name":"CARRIER_DELAY","type":"\"double\""},{"metadata":"{}","name":"WEATHER_DELAY","type":"\"double\""},{"metadata":"{}","name":"NAS_DELAY","type":"\"double\""},{"metadata":"{}","name":"SECURITY_DELAY","type":"\"double\""},{"metadata":"{}","name":"LATE_AIRCRAFT_DELAY","type":"\"double\""},{"metadata":"{}","name":"FIRST_DEP_TIME","type":"\"integer\""},{"metadata":"{}","name":"TOTAL_ADD_GTIME","type":"\"double\""},{"metadata":"{}","name":"LONGEST_ADD_GTIME","type":"\"double\""},{"metadata":"{}","name":"DIV_AIRPORT_LANDINGS","type":"\"integer\""},{"metadata":"{}","name":"DIV_REACHED_DEST","type":"\"double\""},{"metadata":"{}","name":"DIV_ACTUAL_ELAPSED_TIME","type":"\"double\""},{"metadata":"{}","name":"DIV_ARR_DELAY","type":"\"double\""},{"metadata":"{}","name":"DIV_DISTANCE","type":"\"double\""},{"metadata":"{}","name":"DIV1_AIRPORT","type":"\"string\""},{"metadata":"{}","name":"DIV1_AIRPORT_ID","type":"\"integer\""},{"metadata":"{}","name":"DIV1_AIRPORT_SEQ_ID","type":"\"integer\""},{"metadata":"{}","name":"DIV1_WHEELS_ON","type":"\"integer\""},{"metadata":"{}","name":"DIV1_TOTAL_GTIME","type":"\"double\""},{"metadata":"{}","name":"DIV1_LONGEST_GTIME","type":"\"double\""},{"metadata":"{}","name":"DIV1_WHEELS_OFF","type":"\"integer\""},{"metadata":"{}","name":"DIV1_TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"DIV2_AIRPORT","type":"\"string\""},{"metadata":"{}","name":"DIV2_AIRPORT_ID","type":"\"string\""},{"metadata":"{}","name":"DIV2_AIRPORT_SEQ_ID","type":"\"string\""},{"metadata":"{}","name":"DIV2_WHEELS_ON","type":"\"string\""},{"metadata":"{}","name":"DIV2_TOTAL_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV2_LONGEST_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV2_WHEELS_OFF","type":"\"string\""},{"metadata":"{}","name":"DIV2_TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"DIV3_AIRPORT","type":"\"string\""},{"metadata":"{}","name":"DIV3_AIRPORT_ID","type":"\"string\""},{"metadata":"{}","name":"DIV3_AIRPORT_SEQ_ID","type":"\"string\""},{"metadata":"{}","name":"DIV3_WHEELS_ON","type":"\"string\""},{"metadata":"{}","name":"DIV3_TOTAL_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV3_LONGEST_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV3_WHEELS_OFF","type":"\"string\""},{"metadata":"{}","name":"DIV3_TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"DIV4_AIRPORT","type":"\"string\""},{"metadata":"{}","name":"DIV4_AIRPORT_ID","type":"\"string\""},{"metadata":"{}","name":"DIV4_AIRPORT_SEQ_ID","type":"\"string\""},{"metadata":"{}","name":"DIV4_WHEELS_ON","type":"\"string\""},{"metadata":"{}","name":"DIV4_TOTAL_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV4_LONGEST_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV4_WHEELS_OFF","type":"\"string\""},{"metadata":"{}","name":"DIV4_TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"DIV5_AIRPORT","type":"\"string\""},{"metadata":"{}","name":"DIV5_AIRPORT_ID","type":"\"string\""},{"metadata":"{}","name":"DIV5_AIRPORT_SEQ_ID","type":"\"string\""},{"metadata":"{}","name":"DIV5_WHEELS_ON","type":"\"string\""},{"metadata":"{}","name":"DIV5_TOTAL_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV5_LONGEST_GTIME","type":"\"string\""},{"metadata":"{}","name":"DIV5_WHEELS_OFF","type":"\"string\""},{"metadata":"{}","name":"DIV5_TAIL_NUM","type":"\"string\""},{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_icao","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_iata","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_name","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_city","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_subd","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_airport_country","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_elevation","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_airport_lat","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_airport_lon","type":"\"double\""},{"metadata":"{}","name":"ORIGIN_airport_tz","type":"\"string\""},{"metadata":"{}","name":"flight_id","type":"\"long\""},{"metadata":"{}","name":"ORIGIN_FLIGHT_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"HOUR_WEATHER_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"WEATHER_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"TWO_HOUR_WEATHER_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"THREE_HOUR_WEATHER_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_ID","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_NAME","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_ELEVATION","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_LATITUDE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_LONGITUDE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WEATHER_DATE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WEATHER_REPORT_TYPE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_WEATHER_SOURCE","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_HourlyPrecipitation","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_HourlyPresentWeatherType","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_STATION_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"HOUR_TIMESTAMP","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_HourlyDewPointTemperature","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyDryBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyWetBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyStationPressure","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyWindDirection","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyWindSpeed","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_HourlyVisibility","type":"\"float\""},{"metadata":"{}","name":"ORIGIN_AU_code","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AW_code","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_MW_code","type":"\"string\""},{"metadata":"{}","name":"ORIGIN_AU_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AU_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AU_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AU_FOG","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_AW_FOG","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_MW_FOG","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_TS","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_ICE","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_SNOW","type":"\"integer\""},{"metadata":"{}","name":"ORIGIN_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_icao","type":"\"string\""},{"metadata":"{}","name":"DEST_iata","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_name","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_city","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_subd","type":"\"string\""},{"metadata":"{}","name":"DEST_airport_country","type":"\"string\""},{"metadata":"{}","name":"DEST_elevation","type":"\"double\""},{"metadata":"{}","name":"DEST_airport_lat","type":"\"double\""},{"metadata":"{}","name":"DEST_airport_lon","type":"\"double\""},{"metadata":"{}","name":"DEST_airport_tz","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_ID","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_NAME","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_ELEVATION","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_LATITUDE","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_LONGITUDE","type":"\"string\""},{"metadata":"{}","name":"DEST_WEATHER_DATE","type":"\"string\""},{"metadata":"{}","name":"DEST_WEATHER_REPORT_TYPE","type":"\"string\""},{"metadata":"{}","name":"DEST_WEATHER_SOURCE","type":"\"string\""},{"metadata":"{}","name":"DEST_HourlyPrecipitation","type":"\"string\""},{"metadata":"{}","name":"DEST_HourlyPresentWeatherType","type":"\"string\""},{"metadata":"{}","name":"DEST_STATION_TIMESTAMP","type":"\"timestamp\""},{"metadata":"{}","name":"DEST_HourlyDewPointTemperature","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyDryBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyWetBulbTemperature","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyStationPressure","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyWindDirection","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyWindSpeed","type":"\"float\""},{"metadata":"{}","name":"DEST_HourlyVisibility","type":"\"float\""},{"metadata":"{}","name":"DEST_AU_code","type":"\"string\""},{"metadata":"{}","name":"DEST_AW_code","type":"\"string\""},{"metadata":"{}","name":"DEST_MW_code","type":"\"string\""},{"metadata":"{}","name":"DEST_AU_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_AU_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_AU_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_AU_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_AW_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_MW_FOG","type":"\"integer\""},{"metadata":"{}","name":"DEST_TS","type":"\"integer\""},{"metadata":"{}","name":"DEST_ICE","type":"\"integer\""},{"metadata":"{}","name":"DEST_SNOW","type":"\"integer\""},{"metadata":"{}","name":"DEST_FOG","type":"\"integer\""}],"type":"table"}},"output_type":"display_data"}],"source":["join_df_origin_dest = spark.read.parquet(f\"{blob_url}/joined_df_full_dest\") # 184162262\n","display(join_df_origin_dest)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"767fcf5c-2952-48cc-a0f5-60445899f41d","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[16]: 193037"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[16]: 193037","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["df_airlines.where(\"ORIGIN in ('PSE', 'PPG', 'OGS', 'SPN', 'SJU', 'GUM', 'XWA')\").count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c8d5d534-0b11-4f9e-8358-571fb33afe4d","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["+----+------------------+------------------+------------------+\n","|IATA|CLOSEST_STATION_ID| DISTANCE in KM| DISTANCE in Miles|\n","+----+------------------+------------------+------------------+\n","| GUM| 70414045715| 5074.661619495768| 3151.053424380044|\n","| XWA| 72767094014|12.720358338679711| 7.898561856508701|\n","| PPG| 91197521510|4113.6394938583635| 2554.317664056457|\n","| SPN| 70414045715| 4867.467580900914| 3022.398642292264|\n","| OGS| 72622394725| 56.45093250281826|35.052564586587515|\n","| SJU| 78526500494|10.334183951503903| 6.416894005987983|\n","| PSE| 78514511653| 67.68333842958074| 42.02719931367468|\n","+----+------------------+------------------+------------------+\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"+----+------------------+------------------+------------------+\n|IATA|CLOSEST_STATION_ID| DISTANCE in KM| DISTANCE in Miles|\n+----+------------------+------------------+------------------+\n| GUM| 70414045715| 5074.661619495768| 3151.053424380044|\n| XWA| 72767094014|12.720358338679711| 7.898561856508701|\n| PPG| 91197521510|4113.6394938583635| 2554.317664056457|\n| SPN| 70414045715| 4867.467580900914| 3022.398642292264|\n| OGS| 72622394725| 56.45093250281826|35.052564586587515|\n| SJU| 78526500494|10.334183951503903| 6.416894005987983|\n| PSE| 78514511653| 67.68333842958074| 42.02719931367468|\n+----+------------------+------------------+------------------+\n\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["from pyspark.sql.functions import countDistinct\n","import numpy as np\n","from math import radians, cos, sin, asin, sqrt\n","\n","# Find missing airports\n","\n","matched_airpoorts = clean_full.select(\"ORIGIN\").withColumnRenamed(\"ORIGIN\", \"MATCHED_ORIGIN\").distinct()\n","\n","original_airports = df_airlines.select(\"ORIGIN\").distinct()\n","\n","missing_airports = original_airports.join(matched_airpoorts, original_airports.ORIGIN == matched_airpoorts.MATCHED_ORIGIN, \"left\").where(\"MATCHED_ORIGIN is NULL\")\n","\n","# Find neirest stations to each airport\n","just_stations = df_stations.select(\"station_id\", \"lon\", \"lat\").distinct()\n","\n","# Get airport data for missing airports\n","missing_airports_coords = missing_airports.join(df_airport_timezone, missing_airports.ORIGIN == df_airport_timezone.iata, \"left\")\n","\n","def haversine_distance(lon1, lat1, lon2, lat2):\n"," lon1, lat1, lon2, lat2 = map(radians, [lon1, lat1, lon2, lat2])\n"," \n"," d_lon = lon2 - lon1 \n"," d_lat = lat2 - lat1 \n"," a = sin(d_lat/2)**2 + cos(lat1) * cos(lat2) * sin(d_lon/2)**2\n"," c = 2 * asin(sqrt(a)) \n"," rkm = 6371\n"," rm = 3956\n"," return c * rkm, c * rm\n","\n","stations_sc = sc.broadcast(just_stations.rdd.collect())\n"," \n","def calc_distances(airport):\n"," airport_lon = float(airport['airport_lon'])\n"," airport_lat = float(airport['airport_lat'])\n","\n"," for station in stations_sc.value:\n"," if not station['lon'] or not station['lat']:\n"," continue\n"," station_lon = float(station['lon'])\n"," station_lat = float(station['lat'])\n"," station_id = station['station_id']\n"," yield (airport['iata'], (station_id, haversine_distance(airport_lon, airport_lat, station_lon, station_lat)))\n","\n","def find_minimum(a, b):\n"," minimum_index = np.argmin([a[1][0], b[1][0]])\n"," if minimum_index == 0:\n"," return a\n"," else:\n"," return b\n"," \n","def map_values(a):\n"," return (a[0], a[1][0], a[1][1][0], a[1][1][1])\n","result = missing_airports_coords.rdd.flatMap(calc_distances).reduceByKey(find_minimum).map(map_values).collect()\n","new_stations = spark.createDataFrame(result, [\"IATA\", \"CLOSEST_STATION_ID\", \"DISTANCE in KM\", \"DISTANCE in Miles\"])\n","new_stations.show()"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":2},"notebookName":"w261_joins_flight_weather_phase_3","notebookOrigID":1013197717890714,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_3_feature_engineering/w261_phase_3_JOINS.ipynb b/phase_3_feature_engineering/w261_phase_3_JOINS.ipynb new file mode 100644 index 0000000..93b48d7 --- /dev/null +++ b/phase_3_feature_engineering/w261_phase_3_JOINS.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"b11b7123-94c0-4131-9491-cba306ab1a25","showTitle":false,"title":""}},"source":["# Phase 3"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"25741fd1-9536-4937-9044-de060c92b791","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1d4241e4-da76-4f56-8ecb-83dcdf827eb6","showTitle":false,"title":""}},"outputs":[],"source":["blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\"\n","\n","spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"37319579-4bbe-43ad-bd1f-2d1bb9d05414","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import col, when, to_timestamp, unix_timestamp, round, concat, lit, min, max"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"b11a9ed1-7ffd-4844-9ce3-f4babbf18fca","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# Clean the joined data set\n","dataset = spark.read.parquet(f\"{blob_url}/joined_df_full_dest\")\n","\n","# Keep flights that are cancelled but ALSO ARE characterized as being delayed.\n","dataset = dataset.filter(~((dataset.CANCELLED == 1) & (dataset.DEP_DEL15.isNull())))\n","\n","# Features to drop primarily relate to diverted flights and features that are considered after the fact.\n","feature_to_drop = ('FIRST_DEP_TIME', 'TOTAL_ADD_GTIME', 'LONGEST_ADD_GTIME', 'DIV_AIRPORT_LANDINGS', 'DIV_REACHED_DEST','DIV_ACTUAL_ELAPSED_TIME',\n"," 'DIV_ARR_DELAY','DIV_DISTANCE', 'DIV1_AIRPORT', 'DIV1_AIRPORT_ID', 'DIV1_AIRPORT_SEQ_ID', 'DIV1_WHEELS_ON',\n"," 'DIV1_TOTAL_GTIME','DIV1_LONGEST_GTIME', 'DIV1_WHEELS_OFF','DIV1_TAIL_NUM', 'DIV2_AIRPORT', 'DIV2_AIRPORT_ID', 'DIV2_AIRPORT_SEQ_ID',\n"," 'DIV2_WHEELS_ON', 'DIV2_TOTAL_GTIME','DIV2_LONGEST_GTIME', 'DIV2_WHEELS_OFF','DIV2_TAIL_NUM', 'DIV3_AIRPORT', 'DIV3_AIRPORT_ID',\n"," 'DIV3_AIRPORT_SEQ_ID', 'DIV3_WHEELS_ON', 'DIV3_TOTAL_GTIME','DIV3_LONGEST_GTIME', 'DIV3_WHEELS_OFF','DIV3_TAIL_NUM', 'DIV4_AIRPORT',\n"," 'DIV4_AIRPORT_ID','DIV4_AIRPORT_SEQ_ID','DIV4_WHEELS_ON','DIV4_TOTAL_GTIME','DIV4_LONGEST_GTIME','DIV4_WHEELS_OFF',\n"," 'DIV4_TAIL_NUM','DIV5_AIRPORT','DIV5_AIRPORT_ID','DIV5_AIRPORT_SEQ_ID','DIV5_WHEELS_ON','DIV5_TOTAL_GTIME','DIV5_LONGEST_GTIME',\n"," 'DIV5_WHEELS_OFF','DIV5_TAIL_NUM', 'OP_CARRIER','OP_CARRIER_FL_NUM','ORIGIN_AIRPORT_SEQ_ID',\n"," 'ORIGIN_CITY_MARKET_ID','ORIGIN_CITY_NAME','ORIGIN_STATE_FIPS','ORIGIN_STATE_NM','ORIGIN_WAC','DEST_AIRPORT_SEQ_ID',\n"," 'DEST_CITY_MARKET_ID','DEST_CITY_NAME','DEST_STATE_FIPS','DEST_STATE_NM','DEST_WAC','TAXI_OUT','WHEELS_OFF','WHEELS_ON',\n"," 'TAXI_IN','CANCELLATION_CODE','CRS_ELAPSED_TIME','ACTUAL_ELAPSED_TIME','AIR_TIME','FLIGHTS')\n","\n","dataset = dataset.drop(*feature_to_drop)\n","\n","# Drop observations where values cannot be imputed or inferred (i.e scheduled departure arrival times, actual arrival and departure times)\n","\n","dataset = dataset.na.drop(subset=[\"CRS_DEP_TIME\"]).na.drop(subset=[\"CRS_ARR_TIME\"]).na.drop(subset=[\"ARR_TIME\"]).na.drop(subset=[\"DEP_TIME\"]).na.drop(subset=[\"DEP_DELAY\"]).fillna(0, subset=[\"CARRIER_DELAY\",\"WEATHER_DELAY\",\"NAS_DELAY\",\"SECURITY_DELAY\",\"LATE_AIRCRAFT_DELAY\"]).filter(col('DIVERTED') == 0)\n","\n","# Remaining observations are flights where the flight arrived on-time and happen to have NULL values for ARR_DELAY data\n","dataset = dataset.fillna(0, subset=[\"ARR_DELAY\",\"ARR_DELAY_NEW\",\"ARR_DEL15\",\"ARR_DELAY_GROUP\"])\n","\n","dataset.write.mode(\"overwrite\").parquet(f\"{blob_url}/joined_df_full_dest\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ab7b1b12-8a2c-49e1-8e45-da4076c71830","showTitle":false,"title":""}},"outputs":[],"source":["from datetime import datetime, timedelta\n","from pytz import timezone\n","\n","# Add timestamp for arrival\n","dataset = spark.read.parquet(f\"{blob_url}/joined_df_full_dest\")\n","\n","def get_hour_minutes(depature_time):\n"," depature_time = str(depature_time)\n"," hour = ''\n"," minutes = ''\n"," if len(depature_time) <= 2:\n"," hour = '00'\n"," minutes = depature_time\n"," elif len(depature_time) == 3:\n"," hour = depature_time[0]\n"," minutes = depature_time[1:]\n"," elif len(depature_time) == 4:\n"," hour = depature_time[:2]\n"," minutes = depature_time[2:]\n"," if int(hour) > 23:\n"," hour = '00'\n"," return hour, minutes\n"," \n","def get_timestamp(year, month, day, hour_minutes, tz, dep_time):\n"," hour, minutes = get_hour_minutes(hour_minutes)\n"," utc = timezone('UTC')\n"," tz = timezone(tz)\n"," timestamp = tz.localize(datetime(int(year), int(month), int(day), hour=int(hour), minute=int(minutes)))\n"," arr_timestamp = timestamp.astimezone(utc)\n"," dep_timestamp = utc.localize(dep_time)\n"," if arr_timestamp < dep_timestamp:\n"," return (arr_timestamp + timedelta(hours=24)).strftime(\"%Y%m%d%H%M\")\n"," return arr_timestamp.strftime(\"%Y%m%d%H%M\")\n","\n","get_timestamp = udf(get_timestamp)\n","\n","dataset = dataset.withColumn(\"ARRIVAL_FLIGHT_TIMESTAMP\", get_timestamp(\"YEAR\", \"MONTH\", \"DAY_OF_MONTH\", \"CRS_ARR_TIME\", \"DEST_airport_tz\", \"ORIGIN_FLIGHT_TIMESTAMP\")).withColumn(\"ARRIVAL_FLIGHT_TIMESTAMP\", to_timestamp(col(\"ARRIVAL_FLIGHT_TIMESTAMP\"), \"yyyyMMddHHmm\"))\n","\n","dataset.write.mode(\"overwrite\").parquet(f\"{blob_url}/dataset_timestamps\")\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"92405589-1e85-4cc8-8675-7d0179b728b2","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import lag\n","from pyspark.sql.window import Window\n","\n","dataset = spark.read.parquet(f\"{blob_url}/dataset_timestamps\")\n","\n","# Grouped window to calculate n hour moving average\n","w = Window.partitionBy('TAIL_NUM').orderBy(col(\"ORIGIN_FLIGHT_TIMESTAMP\"))\n","dataset_with_prev = dataset.withColumn('PREV_DEP_DELAY', lag(\"DEP_DELAY_NEW\",1).over(w))\\\n"," .withColumn('PREV_DEPARTURE_TIMESTAMP', lag(\"ORIGIN_FLIGHT_TIMESTAMP\",1).over(w))\\\n"," .withColumn('PREV_ARR_DELAY', lag(\"ARR_DELAY_NEW\",1).over(w))\\\n"," .withColumn('PREV_ARRIVAL_TIMESTAMP', lag(\"ARRIVAL_FLIGHT_TIMESTAMP\",1).over(w))\n","\n","def was_delayed(dep_ts, weather_ts, is_delayed):\n"," if is_delayed == None:\n"," return 0.0\n"," if dep_ts <= weather_ts:\n"," return is_delayed\n"," return 0.0\n","\n","was_delayed = udf(was_delayed)\n","\n","dataset_with_prev = dataset_with_prev.withColumn('PREV_DEP_DELAY', was_delayed('PREV_DEPARTURE_TIMESTAMP', 'WEATHER_TIMESTAMP', 'PREV_DEP_DELAY'))\n","dataset_with_prev = dataset_with_prev.withColumn('PREV_ARR_DELAY', was_delayed('PREV_ARRIVAL_TIMESTAMP', 'WEATHER_TIMESTAMP', 'PREV_ARR_DELAY'))\n","\n","dataset_with_prev = dataset_with_prev.withColumn(\"time_between_flights\", round((unix_timestamp(\"ORIGIN_FLIGHT_TIMESTAMP\") - unix_timestamp(\"PREV_ARRIVAL_TIMESTAMP\"))/60))\n","\n","dataset_with_prev.write.mode(\"overwrite\").parquet(f\"{blob_url}/clean_full_dataset\")\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e722c886-318e-4ac1-957c-f1e41741c459","showTitle":false,"title":""}},"outputs":[],"source":["from pyspark.sql.functions import lag, avg, col, when\n","from pyspark.sql.window import Window\n","\n","dataset = spark.read.parquet(f\"{blob_url}/clean_full_dataset\")\n","\n","hours = lambda i: i * 3600\n","\n","# Grouped window to calculate n hour moving average\n","w_12 = Window.partitionBy('ORIGIN').orderBy(col(\"ORIGIN_FLIGHT_TIMESTAMP\").cast('long')).rangeBetween(-hours(14), -hours(2))\n","w_6 = Window.partitionBy('ORIGIN').orderBy(col(\"ORIGIN_FLIGHT_TIMESTAMP\").cast('long')).rangeBetween(-hours(8), -hours(2))\n","w_3 = Window.partitionBy('ORIGIN').orderBy(col(\"ORIGIN_FLIGHT_TIMESTAMP\").cast('long')).rangeBetween(-hours(5), -hours(2))\n","w_1 = Window.partitionBy('ORIGIN').orderBy(col(\"ORIGIN_FLIGHT_TIMESTAMP\").cast('long')).rangeBetween(-hours(3), -hours(2))\n","\n","dataset = dataset.withColumn('PREV_DEP_15', when(col('PREV_DEP_DELAY') >= 15, 1).otherwise(0))\n","dataset = dataset.withColumn('AVG_DELAY_ORIGIN_LAST_12', avg(\"DEP_DELAY_NEW\").over(w_12)).na.fill(value=0,subset=[\"AVG_DELAY_ORIGIN_LAST_12\"])\n","dataset = dataset.withColumn('PER_DELAY_15_ORIGIN_LAST_12', avg(\"DEP_DEL15\").over(w_12)).na.fill(value=0,subset=[\"PER_DELAY_15_ORIGIN_LAST_12\"])\n","dataset = dataset.withColumn('AVG_DELAY_ORIGIN_LAST_6', avg(\"DEP_DELAY_NEW\").over(w_6)).na.fill(value=0,subset=[\"AVG_DELAY_ORIGIN_LAST_6\"])\n","dataset = dataset.withColumn('PER_DELAY_15_ORIGIN_LAST_6', avg(\"DEP_DEL15\").over(w_6)).na.fill(value=0,subset=[\"PER_DELAY_15_ORIGIN_LAST_6\"])\n","dataset = dataset.withColumn('AVG_DELAY_ORIGIN_LAST_3', avg(\"DEP_DELAY_NEW\").over(w_3)).na.fill(value=0,subset=[\"AVG_DELAY_ORIGIN_LAST_3\"])\n","dataset = dataset.withColumn('PER_DELAY_15_ORIGIN_LAST_3', avg(\"DEP_DEL15\").over(w_3)).na.fill(value=0,subset=[\"PER_DELAY_15_ORIGIN_LAST_3\"])\n","dataset = dataset.withColumn('AVG_DELAY_ORIGIN_LAST_1', avg(\"DEP_DELAY_NEW\").over(w_1)).na.fill(value=0,subset=[\"AVG_DELAY_ORIGIN_LAST_1\"])\n","dataset = dataset.withColumn('PER_DELAY_15_ORIGIN_LAST_1', avg(\"DEP_DEL15\").over(w_1)).na.fill(value=0,subset=[\"PER_DELAY_15_ORIGIN_LAST_1\"])\n","dataset.write.mode(\"overwrite\").parquet(f\"{blob_url}/clean_full_dataset_ori_delay\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"de67829c-e222-41eb-b4d4-0992ba442100","showTitle":false,"title":""}},"outputs":[],"source":["dataset = spark.read.parquet(f\"{blob_url}/clean_full_dataset_ori_delay\")\n","# Split test and train data set\n","dataset_2021 = dataset.where(\"YEAR == '2021'\")\n","dataset_2021.write.mode(\"overwrite\").parquet(f\"{blob_url}/test_set\")\n","\n","dataset_2015_2020 = dataset.where(\"YEAR != '2021'\")\n","dataset_2015_2020.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"97dd87d3-beac-4b8f-a2e6-f2b6e12fda0e","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Correlation with 12 hour delay ratio in Origin Airport 0.12216519883229544\n","Correlation with 6 hour delay ratio in Origin Airport 0.21077215134158905\n","Correlation with 3 hour delay ratio in Origin Airport 0.257984686955184\n","Correlation with 1 hour delay ratio in Origin Airport 0.24283098426761895\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Correlation with 12 hour delay ratio in Origin Airport 0.12216519883229544\nCorrelation with 6 hour delay ratio in Origin Airport 0.21077215134158905\nCorrelation with 3 hour delay ratio in Origin Airport 0.257984686955184\nCorrelation with 1 hour delay ratio in Origin Airport 0.24283098426761895\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["dataset = spark.read.parquet(f\"{blob_url}/train_set\")\n","print('Correlation with 12 hour delay ratio in Origin Airport', dataset.stat.corr(\"DEP_DEL15\", \"PER_DELAY_15_ORIGIN_LAST_12\"))\n","print('Correlation with 6 hour delay ratio in Origin Airport', dataset.stat.corr(\"DEP_DEL15\", \"PER_DELAY_15_ORIGIN_LAST_6\"))\n","print('Correlation with 3 hour delay ratio in Origin Airport', dataset.stat.corr(\"DEP_DEL15\", \"PER_DELAY_15_ORIGIN_LAST_3\"))\n","print('Correlation with 1 hour delay ratio in Origin Airport', dataset.stat.corr(\"DEP_DEL15\", \"PER_DELAY_15_ORIGIN_LAST_1\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9b2d07ab-71c2-496e-af95-2a957fe14ccf","showTitle":false,"title":""}},"outputs":[],"source":["train_set = spark.read.parquet(f\"{blob_url}/train_set\")\n","\n","train_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-01-01'\")\n","dev_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-01-01'\")\n","\n","train_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_1\")\n","dev_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_1\")\n","\n","train_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-03-01'\")\n","dev_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-05-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-03-01'\")\n","\n","train_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_2\")\n","dev_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_2\")\n","\n","train_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-07-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-05-01'\")\n","dev_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-07-01'\")\n","\n","train_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_3\")\n","dev_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_3\")\n","\n","train_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-09-01'\")\n","dev_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-11-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-09-01'\")\n","\n","train_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_4\")\n","dev_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_4\")\n","\n","train_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2020-10-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-11-01'\")\n","dev_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP >= '2020-10-01'\")\n","\n","train_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_set_5\")\n","dev_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_set_5\")"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"46052f7e-10ac-43bf-97af-9ff27b669583","showTitle":false,"title":""}},"source":["## Helper Function"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5f68a692-76d2-4f47-a428-9529e932e8a1","showTitle":false,"title":""}},"outputs":[],"source":["def read_clean(parquet_string): \n"," dataset = spark.read.parquet(f\"{blob_url}/{parquet_string}\")\n","\n"," # Make sure the target variable is not null\n","\n"," dataset = dataset.where(\"label is not NULL\")\n","\n"," dataset = dataset.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n"," dataset= dataset.withColumnRenamed(\"DEP_DEL15\", \"label\")\n","\n"," for col_name in cont_feat:\n"," dataset = dataset.withColumn(col_name, col(col_name).cast('float'))\n","\n"," dataset = dataset.na.drop(subset=[\"ORIGIN_HourlyStationPressure\",\n"," \"DEST_HourlyStationPressure\",\n"," \"ORIGIN_HourlyDryBulbTemperature\",\n"," \"DEST_HourlyDryBulbTemperature\",\n"," \"ORIGIN_HourlyVisibility\",\n"," \"DEST_HourlyVisibility\"])\\\n"," .fillna(0, subset=[\"ORIGIN_HourlyPrecipitation\",\n"," \"ORIGIN_HourlyWindDirection\",\n"," \"ORIGIN_HourlyWindSpeed\",\n"," \"DEST_HourlyPrecipitation\",\n"," \"DEST_HourlyWindDirection\",\n"," \"DEST_HourlyWindSpeed\"]) \n"," \n"," return dataset"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6fd250ae-af2c-4bd7-811f-1fe02ad14d48","showTitle":false,"title":""}},"source":["## Join Joined Dataset with QRN (Javier To Include)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e24e183d-059c-4917-9eaa-3897a1925415","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"23e62268-ee54-4b3c-97a5-910dee898955","showTitle":false,"title":""}},"source":["## Join Page Rank Features to Fully Joined Dataset"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c121ed2f-a33b-4983-99dc-49a43c8e65d7","showTitle":false,"title":""}},"outputs":[],"source":["qrn_full_set = spark.read.parquet(f\"{blob_url}/QRN_fullset_V3\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fc8d424e-a272-48e6-a52c-9a841460970c","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Dimensions of Full Set are: 41061381, 209\n","Dimensions of Full Set are: 41017808, 209\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Dimensions of Full Set are: 41061381, 209\nDimensions of Full Set are: 41017808, 209\n","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# TO JOIN FULL DATA SET WITH PAGE RANK FEATURES\n","page_rank = spark.read.parquet(f\"{blob_url}/df_PageRank\")\n","page_rank.cache().count()\n","\n","qrn_full_set = spark.read.parquet(f\"{blob_url}/QRN_fullset_V3\")\n","qrn_full_set.cache().count()\n","\n","joined_rank = qrn_full_set.withColumn(\"key_origin\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"ORIGIN\")))\n","print(f'Dimensions of Full Set are: {joined_rank.count()}, {len(joined_rank.columns)}')\n","joined_rank = joined_rank.withColumn(\"key_dest\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"DEST\")) )\n","joined_rank = joined_rank.join(page_rank, joined_rank.key_origin == page_rank.key)\n","joined_rank = joined_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_origin\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_origin\")\n","joined_rank = joined_rank.join(page_rank, joined_rank.key_dest == page_rank.key)\n","joined_rank = joined_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_dest\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_dest\")\n","\n","print(f'Dimensions of Full Set are: {joined_rank.count()}, {len(joined_rank.columns)}')\n","joined_rank.write.mode(\"overwrite\").parquet(f\"{blob_url}/rank_set\")"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0d8a2894-78b6-4dc6-9a91-a21bbd35768b","showTitle":false,"title":""}},"source":["## RANK SPLIT"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"315ed385-c4a3-47d0-8281-0fc2cf7a3840","showTitle":false,"title":""}},"outputs":[],"source":["test_ = spark.read.parquet(f\"{blob_url}/train_delay_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a886a8f4-ed47-4bdc-ac86-42c6ca2f3e8d","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[11]: ['hour_stamp',\n"," 'ORIGIN',\n"," 'MONTH',\n"," 'DAY_OF_MONTH',\n"," 'DAY_OF_WEEK',\n"," 'FL_DATE',\n"," 'OP_UNIQUE_CARRIER',\n"," 'OP_CARRIER_AIRLINE_ID',\n"," 'TAIL_NUM',\n"," 'ORIGIN_AIRPORT_ID',\n"," 'ORIGIN_STATE_ABR',\n"," 'DEST_AIRPORT_ID',\n"," 'DEST',\n"," 'DEST_STATE_ABR',\n"," 'CRS_DEP_TIME',\n"," 'DEP_TIME',\n"," 'DEP_DELAY',\n"," 'DEP_DELAY_NEW',\n"," 'DEP_DEL15',\n"," 'DEP_DELAY_GROUP',\n"," 'DEP_TIME_BLK',\n"," 'CRS_ARR_TIME',\n"," 'ARR_TIME',\n"," 'ARR_DELAY',\n"," 'ARR_DELAY_NEW',\n"," 'ARR_DEL15',\n"," 'ARR_DELAY_GROUP',\n"," 'ARR_TIME_BLK',\n"," 'CANCELLED',\n"," 'DIVERTED',\n"," 'DISTANCE',\n"," 'DISTANCE_GROUP',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY',\n"," 'YEAR',\n"," 'ORIGIN_icao',\n"," 'ORIGIN_iata',\n"," 'ORIGIN_airport_name',\n"," 'ORIGIN_airport_city',\n"," 'ORIGIN_airport_subd',\n"," 'ORIGIN_airport_country',\n"," 'ORIGIN_elevation',\n"," 'ORIGIN_airport_lat',\n"," 'ORIGIN_airport_lon',\n"," 'ORIGIN_airport_tz',\n"," 'flight_id',\n"," 'ORIGIN_FLIGHT_TIMESTAMP',\n"," 'HOUR_WEATHER_TIMESTAMP',\n"," 'WEATHER_TIMESTAMP',\n"," 'TWO_HOUR_WEATHER_TIMESTAMP',\n"," 'THREE_HOUR_WEATHER_TIMESTAMP',\n"," 'ORIGIN_STATION_ID',\n"," 'ORIGIN_STATION_NAME',\n"," 'ORIGIN_STATION_ELEVATION',\n"," 'ORIGIN_STATION_LATITUDE',\n"," 'ORIGIN_STATION_LONGITUDE',\n"," 'ORIGIN_WEATHER_DATE',\n"," 'ORIGIN_WEATHER_REPORT_TYPE',\n"," 'ORIGIN_WEATHER_SOURCE',\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyPresentWeatherType',\n"," 'ORIGIN_STATION_TIMESTAMP',\n"," 'HOUR_TIMESTAMP',\n"," 'ORIGIN_HourlyDewPointTemperature',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyWetBulbTemperature',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyVisibility',\n"," 'ORIGIN_AU_code',\n"," 'ORIGIN_AW_code',\n"," 'ORIGIN_MW_code',\n"," 'ORIGIN_AU_TS',\n"," 'ORIGIN_AU_ICE',\n"," 'ORIGIN_AU_SNOW',\n"," 'ORIGIN_AU_FOG',\n"," 'ORIGIN_AW_TS',\n"," 'ORIGIN_AW_ICE',\n"," 'ORIGIN_AW_SNOW',\n"," 'ORIGIN_AW_FOG',\n"," 'ORIGIN_MW_TS',\n"," 'ORIGIN_MW_ICE',\n"," 'ORIGIN_MW_SNOW',\n"," 'ORIGIN_MW_FOG',\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_icao',\n"," 'DEST_iata',\n"," 'DEST_airport_name',\n"," 'DEST_airport_city',\n"," 'DEST_airport_subd',\n"," 'DEST_airport_country',\n"," 'DEST_elevation',\n"," 'DEST_airport_lat',\n"," 'DEST_airport_lon',\n"," 'DEST_airport_tz',\n"," 'DEST_STATION_ID',\n"," 'DEST_STATION_NAME',\n"," 'DEST_STATION_ELEVATION',\n"," 'DEST_STATION_LATITUDE',\n"," 'DEST_STATION_LONGITUDE',\n"," 'DEST_WEATHER_DATE',\n"," 'DEST_WEATHER_REPORT_TYPE',\n"," 'DEST_WEATHER_SOURCE',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyPresentWeatherType',\n"," 'DEST_STATION_TIMESTAMP',\n"," 'DEST_HourlyDewPointTemperature',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyWetBulbTemperature',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyVisibility',\n"," 'DEST_AU_code',\n"," 'DEST_AW_code',\n"," 'DEST_MW_code',\n"," 'DEST_AU_TS',\n"," 'DEST_AU_ICE',\n"," 'DEST_AU_SNOW',\n"," 'DEST_AU_FOG',\n"," 'DEST_AW_TS',\n"," 'DEST_AW_ICE',\n"," 'DEST_AW_SNOW',\n"," 'DEST_AW_FOG',\n"," 'DEST_MW_TS',\n"," 'DEST_MW_ICE',\n"," 'DEST_MW_SNOW',\n"," 'DEST_MW_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG',\n"," 'ARRIVAL_FLIGHT_TIMESTAMP',\n"," 'PREV_DEP_DELAY',\n"," 'PREV_DEPARTURE_TIMESTAMP',\n"," 'PREV_ARR_DELAY',\n"," 'PREV_ARRIVAL_TIMESTAMP',\n"," 'time_between_flights',\n"," 'PREV_DEP_15',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1',\n"," 'ORIGIN_FLIGHT_TIMESTAMP_ACT',\n"," 'hour_stamp_act',\n"," 'Q',\n"," 'Qs',\n"," 'Q1h_sum',\n"," 'Qs1h_sum',\n"," 'R1h',\n"," 'Q2h_sum',\n"," 'Qs2h_sum',\n"," 'R2h',\n"," 'Q3h_sum',\n"," 'Qs3h_sum',\n"," 'R3h',\n"," 'Q4h_sum',\n"," 'Qs4h_sum',\n"," 'R4h',\n"," 'Q5h_sum',\n"," 'Qs5h_sum',\n"," 'R5h',\n"," 'Q6h_sum',\n"," 'Qs6h_sum',\n"," 'R6h',\n"," 'Q7h_sum',\n"," 'Qs7h_sum',\n"," 'R7h',\n"," 'Q8h_sum',\n"," 'Qs8h_sum',\n"," 'R8h',\n"," 'Q9h_sum',\n"," 'Qs9h_sum',\n"," 'R9h',\n"," 'Q10h_sum',\n"," 'Qs10h_sum',\n"," 'R10h',\n"," 'Q11h_sum',\n"," 'Qs11h_sum',\n"," 'R11h',\n"," 'Q12h_sum',\n"," 'Qs12h_sum',\n"," 'R12h',\n"," 'N',\n"," 'N1h_sum',\n"," 'N2h_sum',\n"," 'N3h_sum',\n"," 'N4h_sum',\n"," 'N5h_sum',\n"," 'N6h_sum',\n"," 'N7h_sum',\n"," 'N8h_sum',\n"," 'N9h_sum',\n"," 'N10h_sum',\n"," 'N11h_sum',\n"," 'N12h_sum',\n"," 'PageRank_origin',\n"," 'PageRank_dest',\n"," 'delay_state']"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[11]: ['hour_stamp',\n 'ORIGIN',\n 'MONTH',\n 'DAY_OF_MONTH',\n 'DAY_OF_WEEK',\n 'FL_DATE',\n 'OP_UNIQUE_CARRIER',\n 'OP_CARRIER_AIRLINE_ID',\n 'TAIL_NUM',\n 'ORIGIN_AIRPORT_ID',\n 'ORIGIN_STATE_ABR',\n 'DEST_AIRPORT_ID',\n 'DEST',\n 'DEST_STATE_ABR',\n 'CRS_DEP_TIME',\n 'DEP_TIME',\n 'DEP_DELAY',\n 'DEP_DELAY_NEW',\n 'DEP_DEL15',\n 'DEP_DELAY_GROUP',\n 'DEP_TIME_BLK',\n 'CRS_ARR_TIME',\n 'ARR_TIME',\n 'ARR_DELAY',\n 'ARR_DELAY_NEW',\n 'ARR_DEL15',\n 'ARR_DELAY_GROUP',\n 'ARR_TIME_BLK',\n 'CANCELLED',\n 'DIVERTED',\n 'DISTANCE',\n 'DISTANCE_GROUP',\n 'CARRIER_DELAY',\n 'WEATHER_DELAY',\n 'NAS_DELAY',\n 'SECURITY_DELAY',\n 'LATE_AIRCRAFT_DELAY',\n 'YEAR',\n 'ORIGIN_icao',\n 'ORIGIN_iata',\n 'ORIGIN_airport_name',\n 'ORIGIN_airport_city',\n 'ORIGIN_airport_subd',\n 'ORIGIN_airport_country',\n 'ORIGIN_elevation',\n 'ORIGIN_airport_lat',\n 'ORIGIN_airport_lon',\n 'ORIGIN_airport_tz',\n 'flight_id',\n 'ORIGIN_FLIGHT_TIMESTAMP',\n 'HOUR_WEATHER_TIMESTAMP',\n 'WEATHER_TIMESTAMP',\n 'TWO_HOUR_WEATHER_TIMESTAMP',\n 'THREE_HOUR_WEATHER_TIMESTAMP',\n 'ORIGIN_STATION_ID',\n 'ORIGIN_STATION_NAME',\n 'ORIGIN_STATION_ELEVATION',\n 'ORIGIN_STATION_LATITUDE',\n 'ORIGIN_STATION_LONGITUDE',\n 'ORIGIN_WEATHER_DATE',\n 'ORIGIN_WEATHER_REPORT_TYPE',\n 'ORIGIN_WEATHER_SOURCE',\n 'ORIGIN_HourlyPrecipitation',\n 'ORIGIN_HourlyPresentWeatherType',\n 'ORIGIN_STATION_TIMESTAMP',\n 'HOUR_TIMESTAMP',\n 'ORIGIN_HourlyDewPointTemperature',\n 'ORIGIN_HourlyDryBulbTemperature',\n 'ORIGIN_HourlyWetBulbTemperature',\n 'ORIGIN_HourlyStationPressure',\n 'ORIGIN_HourlyWindDirection',\n 'ORIGIN_HourlyWindSpeed',\n 'ORIGIN_HourlyVisibility',\n 'ORIGIN_AU_code',\n 'ORIGIN_AW_code',\n 'ORIGIN_MW_code',\n 'ORIGIN_AU_TS',\n 'ORIGIN_AU_ICE',\n 'ORIGIN_AU_SNOW',\n 'ORIGIN_AU_FOG',\n 'ORIGIN_AW_TS',\n 'ORIGIN_AW_ICE',\n 'ORIGIN_AW_SNOW',\n 'ORIGIN_AW_FOG',\n 'ORIGIN_MW_TS',\n 'ORIGIN_MW_ICE',\n 'ORIGIN_MW_SNOW',\n 'ORIGIN_MW_FOG',\n 'ORIGIN_TS',\n 'ORIGIN_ICE',\n 'ORIGIN_SNOW',\n 'ORIGIN_FOG',\n 'DEST_icao',\n 'DEST_iata',\n 'DEST_airport_name',\n 'DEST_airport_city',\n 'DEST_airport_subd',\n 'DEST_airport_country',\n 'DEST_elevation',\n 'DEST_airport_lat',\n 'DEST_airport_lon',\n 'DEST_airport_tz',\n 'DEST_STATION_ID',\n 'DEST_STATION_NAME',\n 'DEST_STATION_ELEVATION',\n 'DEST_STATION_LATITUDE',\n 'DEST_STATION_LONGITUDE',\n 'DEST_WEATHER_DATE',\n 'DEST_WEATHER_REPORT_TYPE',\n 'DEST_WEATHER_SOURCE',\n 'DEST_HourlyPrecipitation',\n 'DEST_HourlyPresentWeatherType',\n 'DEST_STATION_TIMESTAMP',\n 'DEST_HourlyDewPointTemperature',\n 'DEST_HourlyDryBulbTemperature',\n 'DEST_HourlyWetBulbTemperature',\n 'DEST_HourlyStationPressure',\n 'DEST_HourlyWindDirection',\n 'DEST_HourlyWindSpeed',\n 'DEST_HourlyVisibility',\n 'DEST_AU_code',\n 'DEST_AW_code',\n 'DEST_MW_code',\n 'DEST_AU_TS',\n 'DEST_AU_ICE',\n 'DEST_AU_SNOW',\n 'DEST_AU_FOG',\n 'DEST_AW_TS',\n 'DEST_AW_ICE',\n 'DEST_AW_SNOW',\n 'DEST_AW_FOG',\n 'DEST_MW_TS',\n 'DEST_MW_ICE',\n 'DEST_MW_SNOW',\n 'DEST_MW_FOG',\n 'DEST_TS',\n 'DEST_ICE',\n 'DEST_SNOW',\n 'DEST_FOG',\n 'ARRIVAL_FLIGHT_TIMESTAMP',\n 'PREV_DEP_DELAY',\n 'PREV_DEPARTURE_TIMESTAMP',\n 'PREV_ARR_DELAY',\n 'PREV_ARRIVAL_TIMESTAMP',\n 'time_between_flights',\n 'PREV_DEP_15',\n 'AVG_DELAY_ORIGIN_LAST_12',\n 'PER_DELAY_15_ORIGIN_LAST_12',\n 'AVG_DELAY_ORIGIN_LAST_6',\n 'PER_DELAY_15_ORIGIN_LAST_6',\n 'AVG_DELAY_ORIGIN_LAST_3',\n 'PER_DELAY_15_ORIGIN_LAST_3',\n 'AVG_DELAY_ORIGIN_LAST_1',\n 'PER_DELAY_15_ORIGIN_LAST_1',\n 'ORIGIN_FLIGHT_TIMESTAMP_ACT',\n 'hour_stamp_act',\n 'Q',\n 'Qs',\n 'Q1h_sum',\n 'Qs1h_sum',\n 'R1h',\n 'Q2h_sum',\n 'Qs2h_sum',\n 'R2h',\n 'Q3h_sum',\n 'Qs3h_sum',\n 'R3h',\n 'Q4h_sum',\n 'Qs4h_sum',\n 'R4h',\n 'Q5h_sum',\n 'Qs5h_sum',\n 'R5h',\n 'Q6h_sum',\n 'Qs6h_sum',\n 'R6h',\n 'Q7h_sum',\n 'Qs7h_sum',\n 'R7h',\n 'Q8h_sum',\n 'Qs8h_sum',\n 'R8h',\n 'Q9h_sum',\n 'Qs9h_sum',\n 'R9h',\n 'Q10h_sum',\n 'Qs10h_sum',\n 'R10h',\n 'Q11h_sum',\n 'Qs11h_sum',\n 'R11h',\n 'Q12h_sum',\n 'Qs12h_sum',\n 'R12h',\n 'N',\n 'N1h_sum',\n 'N2h_sum',\n 'N3h_sum',\n 'N4h_sum',\n 'N5h_sum',\n 'N6h_sum',\n 'N7h_sum',\n 'N8h_sum',\n 'N9h_sum',\n 'N10h_sum',\n 'N11h_sum',\n 'N12h_sum',\n 'PageRank_origin',\n 'PageRank_dest',\n 'delay_state']","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["test_.columns"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5b8906b1-69e6-47a2-9bb5-8ff4840cc88f","showTitle":false,"title":""}},"outputs":[],"source":["full_rank_set = spark.read.parquet(f\"{blob_url}/rank_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8112e286-42c4-4fdf-af4c-8ec29d9064d0","showTitle":false,"title":""}},"outputs":[],"source":["full_set_2021 = full_rank_set.where(\"YEAR == '2021'\")\n","full_set_2021.write.mode(\"overwrite\").parquet(f\"{blob_url}/test_rank_set\")\n","\n","full_set_2015_2020 = full_rank_set.where(\"YEAR != '2021'\")\n","full_set_2015_2020.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_rank_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e9116b77-34d6-47c3-aa44-1ed02f0e7d0f","showTitle":false,"title":""}},"outputs":[],"source":["train_set = full_set_2015_2020\n","\n","train_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-01-01'\")\n","dev_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-01-01'\")\n","\n","train_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_qrn_set1\")\n","dev_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_qrn_set1\")\n","\n","train_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-03-01'\")\n","dev_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-05-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-03-01'\")\n","\n","train_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_qrn_set2\")\n","dev_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_qrn_set2\")\n","\n","train_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-07-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-05-01'\")\n","dev_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-07-01'\")\n","\n","train_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_qrn_set3\")\n","dev_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_qrn_set3\")\n","\n","train_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-09-01'\")\n","dev_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-11-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-09-01'\")\n","\n","train_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_qrn_set4\")\n","dev_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_qrn_set4\")\n","\n","train_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2020-10-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-11-01'\")\n","dev_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP >= '2020-10-01'\")\n","\n","train_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_qrn_set5\")\n","dev_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_qrn_set5\")"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6edb57b9-2519-41aa-8fa7-36fbbeee3d84","showTitle":false,"title":""}},"source":["## Join Delay States"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0b87eeda-adfc-4ad5-988c-47cff622346e","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d13e7e22-d897-4ab0-8d49-27cf86066125","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[3]: 41017808"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[3]: 41017808","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["full_rank_set = spark.read.parquet(f\"{blob_url}/rank_set\")\n","full_rank_set.cache().count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"508e5719-0f4a-4029-a11a-a1b7290c2b18","showTitle":false,"title":""}},"outputs":[],"source":["delay = spark.read.parquet(f\"{blob_url}/df_delay_stateCV\") #df_delay_state\n","delay.cache().count()\n","\n","delay = delay.withColumnRenamed(\"hour_stamp\", \"delay_hour_stamp\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8457e75b-ed41-4394-b946-3a589111e018","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[8]: 35207356"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[8]: 35207356","datasetInfos":[],"metadata":{},"name":null,"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["full_delay_set = full_rank_set.join(delay, full_rank_set.hour_stamp == delay.delay_hour_stamp)\n","full_delay_set = full_delay_set.drop(\"delay_hour_stamp\").withColumnRenamed(\"prediction\",\"delay_state\")\n","full_delay_set.cache().count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"09a4bd79-8f39-47f0-9629-050ae4d2a5a0","showTitle":false,"title":""}},"outputs":[],"source":["full_delay_set_2021 = full_delay_set.where(\"YEAR == '2021'\")\n","#full_delay_set_2021.write.mode(\"overwrite\").parquet(f\"{blob_url}/test_delay_set\")\n","\n","full_delay_set_2015_2020 = full_delay_set.where(\"YEAR != '2021'\")\n","#full_delay_set_2015_2020.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set\")"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2adf0099-8181-4b6c-868d-43eaa52414bb","showTitle":false,"title":""}},"source":["## Split Delay States"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"650e9882-7ecf-4f79-b689-ec265cba8ee6","showTitle":false,"title":""}},"outputs":[],"source":["# train_set = spark.read.parquet(f\"{blob_url}/train_delay_set\")\n","# train_set.cache().count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0c321e63-d139-4842-a4d8-c91f34951be6","showTitle":false,"title":""}},"outputs":[],"source":["train_set = full_delay_set_2015_2020\n","train_set.cache().count()\n","\n","train_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-01-01'\")\n","dev_set_1 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2016-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-01-01'\")\n","\n","train_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set1\")\n","dev_set_1.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set1\")\n","\n","train_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-03-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2016-03-01'\")\n","dev_set_2 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2017-05-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-03-01'\")\n","\n","train_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set2\")\n","dev_set_2.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set2\")\n","\n","train_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-07-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2017-05-01'\")\n","dev_set_3 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2018-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-07-01'\")\n","\n","train_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set3\")\n","dev_set_3.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set3\")\n","\n","train_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-09-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2018-09-01'\")\n","dev_set_4 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2019-11-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-09-01'\")\n","\n","train_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set4\")\n","dev_set_4.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set4\")\n","\n","train_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP < '2020-10-01' and ORIGIN_FLIGHT_TIMESTAMP >= '2019-11-01'\")\n","dev_set_5 = train_set.where(\"ORIGIN_FLIGHT_TIMESTAMP >= '2020-10-01'\")\n","\n","train_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set5\")\n","dev_set_5.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_delay_set5\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"13456214-18db-41f3-af79-35521a9900fa","showTitle":false,"title":""}},"outputs":[],"source":["# TO JOIN FULL DATA SET WITH PAGE RANK FEATURES\n","# page_rank = spark.read.parquet(f\"{blob_url}/df_PageRank\")\n","\n","# for i in range(1,6):\n","# split_train = read_clean(f\"train_set_{i}\")\n","# split_dev = read_clean(f\"dev_set_{i}\")\n"," \n","# print(f'Dimensions of Train Set {i} are: {split_train.count()}, {len(split_train.columns)}')\n","# split_train_rank = split_train.withColumn(\"key_origin\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"ORIGIN\")))\n","# split_train_rank = split_train_rank.withColumn(\"key_dest\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"DEST\")) )\n","# split_train_rank = split_train_rank.join(page_rank, split_train_rank.key_origin == page_rank.key)\n","# split_train_rank = split_train_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_origin\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_origin\")\n","# split_train_rank = split_train_rank.join(page_rank, split_train_rank.key_dest == page_rank.key)\n","# split_train_rank = split_train_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_dest\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_dest\")\n","# print(f'Dimensions of Train Set {i} are: {split_train_rank.count()}, {len(split_train_rank.columns)}')\n"," \n","# split_train_rank.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_rank_set_{i}\")\n"," \n","# print(f'Dimensions of Test Set {i} are: {split_dev.count()}, {len(split_dev.columns)}')\n","# split_dev_rank = split_dev.withColumn(\"key_origin\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"ORIGIN\")))\n","# split_dev_rank = split_dev_rank.withColumn(\"key_dest\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"DEST\")) )\n","# split_dev_rank = split_dev_rank.join(page_rank, split_dev_rank.key_origin == page_rank.key)\n","# split_dev_rank = split_dev_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_origin\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_origin\")\n","# split_dev_rank = split_dev_rank.join(page_rank, split_dev_rank.key_dest == page_rank.key)\n","# split_dev_rank = split_dev_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_dest\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_dest\")\n","# print(f'Dimensions of Test Set {i} are: {split_dev_rank.count()}, {len(split_dev_rank.columns)}')\n"," \n","# split_dev_rank.write.mode(\"overwrite\").parquet(f\"{blob_url}/dev_rank_set_{i}\")\n","\n","# full_train_df = read_clean(\"train_set\")\n","\n","# train_rank = full_train_df.withColumn(\"key_origin\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"ORIGIN\")))\n","# print(f'Dimensions of Full Train Set are: {train_rank.count()}, {len(train_rank.columns)}')\n","# train_rank = train_rank.withColumn(\"key_dest\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"DEST\")) )\n","# train_rank = train_rank.join(page_rank, train_rank.key_origin == page_rank.key)\n","# train_rank = train_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_origin\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_origin\")\n","# train_rank = train_rank.join(page_rank, train_rank.key_dest == page_rank.key)\n","# train_rank = train_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_dest\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_dest\")\n","# print(f'Dimensions of Full Train Set are: {train_rank.count()}, {len(train_rank.columns)}')\n","# train_rank.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_rank_set\")\n","\n","# full_test_df = read_clean(\"test_set\")\n","\n","# test_rank = full_test_df.withColumn(\"key_origin\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"ORIGIN\")))\n","# print(f'Dimensions of Full Test Set are: {test_rank.count()}, {len(test_rank.columns)}')\n","# test_rank = test_rank.withColumn(\"key_dest\", concat(col(\"QUARTER\"),lit('-'),col(\"YEAR\"),lit('-'),col(\"DEST\")) )\n","# test_rank = test_rank.join(page_rank, test_rank.key_origin == page_rank.key)\n","# test_rank = test_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_origin\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_origin\")\n","# test_rank = test_rank.join(page_rank, test_rank.key_dest == page_rank.key)\n","# test_rank = test_rank.drop(\"PageRank\", \"quarter\",\"node\", \"key_dest\",\"key\").withColumnRenamed(\"PageRank_use\", \"PageRank_dest\")\n","# print(f'Dimensions of Full Test Set are: {test_rank.count()}, {len(test_rank.columns)}')\n","# test_rank.write.mode(\"overwrite\").parquet(f\"{blob_url}/test_rank_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d9a7e32a-b6e5-42c1-b359-15b0c02d0b10","showTitle":false,"title":""}},"outputs":[],"source":["df_delay_cv\n","df_delay_full"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1d770a37-96b1-4f8f-b2cf-3ba7d6375c8c","showTitle":false,"title":""}},"outputs":[],"source":["delay_state_1, delay_state_2, delay_state_3\n","delay_state_full"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4aa6de7c-75c7-4366-9616-aeacf0532572","showTitle":false,"title":""}},"outputs":[],"source":["delay_state_full.join(df_delay_full) --> feature: delay_state"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2bad5d6d-e13b-4b63-bee8-9e02a9456431","showTitle":false,"title":""}},"outputs":[],"source":["delay_state_1.join(df_delay_cv) --> feature: delay_state"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"463d03a8-716b-4337-9580-94d47a7579dc","showTitle":false,"title":""}},"source":["###Full train and test set delay"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"b233640c-531d-424b-9370-412fbd3ed538","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in 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\u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n","\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\n","\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o430.parquet.\n",": org.apache.spark.SparkException: Job aborted.\n","\tat org.apache.spark.sql.errors.QueryExecutionErrors$.jobAbortedError(QueryExecutionErrors.scala:882)\n","\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$1(FileFormatWriter.scala:334)\n","\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n","\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.write(FileFormatWriter.scala:154)\n","\tat org.apache.spark.sql.execution.datasources.InsertIntoHadoopFsRelationCommand.run(InsertIntoHadoopFsRelationCommand.scala:207)\n","\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult$lzycompute(commands.scala:126)\n","\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult(commands.scala:124)\n","\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.executeCollect(commands.scala:138)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$2(QueryExecution.scala:241)\n","\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$8(SQLExecution.scala:243)\n","\tat org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:392)\n","\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$1(SQLExecution.scala:188)\n","\tat org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:985)\n","\tat org.apache.spark.sql.execution.SQLExecution$.withCustomExecutionEnv(SQLExecution.scala:142)\n","\tat org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:342)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$1(QueryExecution.scala:241)\n","\tat org.apache.spark.sql.execution.QueryExecution.org$apache$spark$sql$execution$QueryExecution$$withMVTagsIfNecessary(QueryExecution.scala:226)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:239)\n","\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:232)\n","\tat org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDownWithPruning$1(TreeNode.scala:512)\n","\tat org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:99)\n","\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDownWithPruning(TreeNode.scala:512)\n","\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.org$apache$spark$sql$catalyst$plans$logical$AnalysisHelper$$super$transformDownWithPruning(LogicalPlan.scala:31)\n","\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning(AnalysisHelper.scala:268)\n","\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning$(AnalysisHelper.scala:264)\n","\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n","\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n","\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:488)\n","\tat org.apache.spark.sql.execution.QueryExecution.$anonfun$eagerlyExecuteCommands$1(QueryExecution.scala:232)\n","\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper$.allowInvokingTransformsInAnalyzer(AnalysisHelper.scala:324)\n","\tat org.apache.spark.sql.execution.QueryExecution.eagerlyExecuteCommands(QueryExecution.scala:232)\n","\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted$lzycompute(QueryExecution.scala:186)\n","\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted(QueryExecution.scala:177)\n","\tat org.apache.spark.sql.execution.QueryExecution.assertCommandExecuted(QueryExecution.scala:268)\n","\tat org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:965)\n","\tat org.apache.spark.sql.DataFrameWriter.saveToV1Source(DataFrameWriter.scala:430)\n","\tat org.apache.spark.sql.DataFrameWriter.saveInternal(DataFrameWriter.scala:397)\n","\tat org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:251)\n","\tat org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:898)\n","\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n","\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\n","\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\n","\tat java.lang.reflect.Method.invoke(Method.java:498)\n","\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\n","\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:380)\n","\tat py4j.Gateway.invoke(Gateway.java:306)\n","\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n","\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n","\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n","\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n","\tat java.lang.Thread.run(Thread.java:750)\n","Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 47 in stage 12.0 failed 4 times, most recent failure: Lost task 47.3 in stage 12.0 (TID 286) (10.139.64.115 executor 1): java.lang.NullPointerException\n","\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n","\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n","\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n","\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n","\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n","\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n","\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n","\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n","\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n","\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n","\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n","\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n","\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\tat java.lang.Thread.run(Thread.java:750)\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3312)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3244)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3235)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3235)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1424)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1424)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1424)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3524)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3462)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3450)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$runJob$1(DAGScheduler.scala:1169)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n","\tat org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:1157)\n","\tat org.apache.spark.SparkContext.runJobInternal(SparkContext.scala:2713)\n","\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2696)\n","\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$1(FileFormatWriter.scala:299)\n","\t... 49 more\n","Caused by: java.lang.NullPointerException\n","\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n","\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n","\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n","\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n","\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n","\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n","\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n","\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n","\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n","\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n","\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n","\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n","\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\t... 1 more\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mfull_delay_set_2021\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfull_delay_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"YEAR == '2021'\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0mfull_delay_set_2021\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"overwrite\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparquet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{blob_url}/test_delay_set\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0mfull_delay_set_2015_2020\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfull_delay_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"YEAR != '2021'\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 47\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 48\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 49\u001b[0m logger.log_success(\n\u001b[1;32m 50\u001b[0m \u001b[0mmodule_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclass_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfunction_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msignature\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/readwriter.py\u001b[0m in \u001b[0;36mparquet\u001b[0;34m(self, path, mode, partitionBy, compression)\u001b[0m\n\u001b[1;32m 1138\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartitionBy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpartitionBy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1139\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_opts\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcompression\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcompression\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1140\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jwrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparquet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1141\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1142\u001b[0m def text(\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\n\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o430.parquet.\n: org.apache.spark.SparkException: Job aborted.\n\tat org.apache.spark.sql.errors.QueryExecutionErrors$.jobAbortedError(QueryExecutionErrors.scala:882)\n\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$1(FileFormatWriter.scala:334)\n\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.write(FileFormatWriter.scala:154)\n\tat org.apache.spark.sql.execution.datasources.InsertIntoHadoopFsRelationCommand.run(InsertIntoHadoopFsRelationCommand.scala:207)\n\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult$lzycompute(commands.scala:126)\n\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.sideEffectResult(commands.scala:124)\n\tat org.apache.spark.sql.execution.command.DataWritingCommandExec.executeCollect(commands.scala:138)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$2(QueryExecution.scala:241)\n\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$8(SQLExecution.scala:243)\n\tat org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:392)\n\tat org.apache.spark.sql.execution.SQLExecution$.$anonfun$withCustomExecutionEnv$1(SQLExecution.scala:188)\n\tat org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:985)\n\tat org.apache.spark.sql.execution.SQLExecution$.withCustomExecutionEnv(SQLExecution.scala:142)\n\tat org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:342)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.$anonfun$applyOrElse$1(QueryExecution.scala:241)\n\tat org.apache.spark.sql.execution.QueryExecution.org$apache$spark$sql$execution$QueryExecution$$withMVTagsIfNecessary(QueryExecution.scala:226)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:239)\n\tat org.apache.spark.sql.execution.QueryExecution$$anonfun$$nestedInanonfun$eagerlyExecuteCommands$1$1.applyOrElse(QueryExecution.scala:232)\n\tat org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDownWithPruning$1(TreeNode.scala:512)\n\tat org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:99)\n\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDownWithPruning(TreeNode.scala:512)\n\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.org$apache$spark$sql$catalyst$plans$logical$AnalysisHelper$$super$transformDownWithPruning(LogicalPlan.scala:31)\n\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning(AnalysisHelper.scala:268)\n\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning$(AnalysisHelper.scala:264)\n\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n\tat org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:31)\n\tat org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:488)\n\tat org.apache.spark.sql.execution.QueryExecution.$anonfun$eagerlyExecuteCommands$1(QueryExecution.scala:232)\n\tat org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper$.allowInvokingTransformsInAnalyzer(AnalysisHelper.scala:324)\n\tat org.apache.spark.sql.execution.QueryExecution.eagerlyExecuteCommands(QueryExecution.scala:232)\n\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted$lzycompute(QueryExecution.scala:186)\n\tat org.apache.spark.sql.execution.QueryExecution.commandExecuted(QueryExecution.scala:177)\n\tat org.apache.spark.sql.execution.QueryExecution.assertCommandExecuted(QueryExecution.scala:268)\n\tat org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:965)\n\tat org.apache.spark.sql.DataFrameWriter.saveToV1Source(DataFrameWriter.scala:430)\n\tat org.apache.spark.sql.DataFrameWriter.saveInternal(DataFrameWriter.scala:397)\n\tat org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:251)\n\tat org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:898)\n\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\n\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\n\tat java.lang.reflect.Method.invoke(Method.java:498)\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:380)\n\tat py4j.Gateway.invoke(Gateway.java:306)\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n\tat java.lang.Thread.run(Thread.java:750)\nCaused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 47 in stage 12.0 failed 4 times, most recent failure: Lost task 47.3 in stage 12.0 (TID 286) (10.139.64.115 executor 1): java.lang.NullPointerException\n\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:750)\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3312)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3244)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3235)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3235)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1424)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1424)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1424)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3524)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3462)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3450)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$runJob$1(DAGScheduler.scala:1169)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n\tat org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:1157)\n\tat org.apache.spark.SparkContext.runJobInternal(SparkContext.scala:2713)\n\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2696)\n\tat org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$1(FileFormatWriter.scala:299)\n\t... 49 more\nCaused by: java.lang.NullPointerException\n\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\t... 1 more\n","errorSummary":"org.apache.spark.SparkException: Job aborted.","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["delay = spark.read.parquet(f\"{blob_url}/df_delay_state_2015_2020\") #df_delay_state\n","delay.cache().count()\n","\n","delay = delay.withColumnRenamed(\"hour_stamp\", \"delay_hour_stamp\")\n","\n","full_delay_set = full_rank_set.join(delay, full_rank_set.hour_stamp == delay.delay_hour_stamp)\n","full_delay_set = full_delay_set.drop(\"delay_hour_stamp\").withColumnRenamed(\"prediction\",\"delay_state\")\n","full_delay_set.cache().count()\n","\n","full_delay_set_2021 = full_delay_set.where(\"YEAR == '2021'\")\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a6b6a4f1-0776-41b5-a8db-c1e9cadb71b1","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 1\u001b[0m \u001b[0;31m#full_delay_set_2021.count()\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 2\u001b[0;31m \u001b[0mmin_date\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_date\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfull_delay_set_2021\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"hour_stamp\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"hour_stamp\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfirst\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mmin_date\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_date\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n","\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n","\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\n","\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o508.collectToPythonFile.\n",": org.apache.spark.SparkException: Job aborted due to stage failure: Task 63 in stage 17.0 failed 4 times, most recent failure: Lost task 63.3 in stage 17.0 (TID 444) (10.139.64.79 executor 17): java.lang.NullPointerException\n","\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n","\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n","\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n","\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n","\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n","\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n","\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n","\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n","\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n","\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$3(ShuffleMapTask.scala:81)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$1(ShuffleMapTask.scala:81)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:41)\n","\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n","\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n","\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\tat java.lang.Thread.run(Thread.java:750)\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3312)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3244)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3235)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3235)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1424)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1424)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1424)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3524)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3462)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3450)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","Caused by: java.lang.NullPointerException\n","\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n","\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n","\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n","\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n","\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n","\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n","\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n","\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n","\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n","\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n","\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n","\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n","\tat org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$3(ShuffleMapTask.scala:81)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$1(ShuffleMapTask.scala:81)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)\n","\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:41)\n","\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n","\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n","\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\tat java.lang.Thread.run(Thread.java:750)\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m#full_delay_set_2021.count()\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mmin_date\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_date\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfull_delay_set_2021\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mselect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"hour_stamp\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"hour_stamp\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfirst\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mmin_date\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_date\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/instrumentation_utils.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[0mstart\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 47\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 48\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 49\u001b[0m logger.log_success(\n\u001b[1;32m 50\u001b[0m \u001b[0mmodule_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclass_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfunction_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mperf_counter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m 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\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\n\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o508.collectToPythonFile.\n: org.apache.spark.SparkException: Job aborted due to stage failure: Task 63 in stage 17.0 failed 4 times, most recent failure: Lost task 63.3 in stage 17.0 (TID 444) (10.139.64.79 executor 17): java.lang.NullPointerException\n\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)\n\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$3(ShuffleMapTask.scala:81)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$1(ShuffleMapTask.scala:81)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)\n\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:41)\n\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:750)\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3312)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3244)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3235)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3235)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1424)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1424)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1424)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3524)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3462)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3450)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\nCaused by: java.lang.NullPointerException\n\tat org.apache.spark.unsafe.map.BytesToBytesMap.safeLookup(BytesToBytesMap.java:534)\n\tat org.apache.spark.sql.execution.joins.UnsafeHashedRelation.getValue(HashedRelation.scala:252)\n\tat org.apache.spark.sql.execution.joins.HashJoin.$anonfun$innerJoin$1(HashJoin.scala:173)\n\tat scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:486)\n\tat scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:492)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.sql.execution.columnar.DefaultCachedBatchSerializer$$anon$1.hasNext(InMemoryRelation.scala:120)\n\tat scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)\n\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:223)\n\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:60)\n\tat org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:372)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:336)\n\tat org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)\n\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$3(ShuffleMapTask.scala:81)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ShuffleMapTask.$anonfun$runTask$1(ShuffleMapTask.scala:81)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)\n\tat org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:41)\n\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:750)\n","errorSummary":"org.apache.spark.SparkException: Job aborted due to stage failure: Task 63 in stage 17.0 failed 4 times, most recent failure: Lost task 63.3 in stage 17.0 (TID 444) (10.139.64.79 executor 17): java.lang.NullPointerException","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["#full_delay_set_2021.count()\n","min_date, max_date = full_delay_set_2021.select(min(\"hour_stamp\"), max(\"hour_stamp\")).first()\n","min_date, max_date"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e478f558-d7ba-4d1c-9bdc-a9ebec83dc2c","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
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Showing the first 599 rows.
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s ","RA s",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T12:37:00.000+0000","0.0","2021-01-01T06:10:00.000+0000","0.0","2021-01-01T10:25:00.000+0000",45,0,9.233333333333333,0.16666666666666666,0,0,0,0,0,0,"2021-01-01T11:30:00.000+0000","2021-01-01T11:00:00.000+0000",11,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,3,2,1.5,4,4,1,11,10,1.1,16,16,1,24,25,0.96,33,33,1,301,19,51,82,114,154,284,558,802,1132,1666,2188,2833,0.011367584658505027,0.06086473773696765,0],["2021-01-01T11:00:00.000+0000","TPA",1,1,5,"2021-01-01 00:00:00","AA",19805,"N582UW",15304,"FL",11057,"CLT","NC",615,610,-5,0,0,-1,"0600-0659",800,745,-15,0,0,-1,"0800-0859",0,0,507,3,0,0,0,0,0,2021,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",266288081116,"2021-01-01T11:15:00.000+0000","2021010109","2021-01-01T09:15:00.000+0000","2021010108","2021010107","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T08:53:00.000+0000","2021010108",66,71,68,30.1,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-01T03:52:00","FM-15","7","0.0","FG:2 |FG |","2021-01-01T08:52:00.000+0000",53,54,53,29.41,30,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-01T13:00:00.000+0000","0.0","2020-12-31T21:47:00.000+0000","0.0","2020-12-31T23:35:00.000+0000",700,0,9.551724137931034,0.1724137931034483,0,0,0,0,0,0,"2021-01-01T11:10:00.000+0000","2021-01-01T11:00:00.000+0000",11,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,3,2,1.5,4,4,1,11,10,1.1,16,16,1,24,25,0.96,33,33,1,301,19,51,82,114,154,284,558,802,1132,1666,2188,2833,0.011367584658505027,0.03797957033883184,0],["2021-01-01T11:00:00.000+0000","TPA",1,1,5,"2021-01-01 00:00:00","NK",20416,"N620NK",15304,"FL",11697,"FLL","FL",630,627,-3,0,0,-1,"0600-0659",735,738,3,3,0,0,"0700-0759",0,0,197,1,0,0,0,0,0,2021,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",94489286872,"2021-01-01T11:30:00.000+0000","2021010109","2021-01-01T09:30:00.000+0000","2021010108","2021010107","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T08:53:00.000+0000","2021010108",66,71,68,30.1,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T08:53:00.000+0000",71,75,72,30.12,130,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T12:35:00.000+0000","0.0","2021-01-01T02:20:00.000+0000","0.0","2021-01-01T04:59:00.000+0000",391,0,9.551724137931034,0.1724137931034483,0,0,0,0,0,0,"2021-01-01T11:27:00.000+0000","2021-01-01T11:00:00.000+0000",11,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,3,2,1.5,4,4,1,11,10,1.1,16,16,1,24,25,0.96,33,33,1,301,19,51,82,114,154,284,558,802,1132,1666,2188,2833,0.011367584658505027,0.014253267169950753,0],["2021-01-01T11:00:00.000+0000","TPA",1,1,5,"2021-01-01 00:00:00","AA",19805,"N163AA",15304,"FL",13303,"MIA","FL",630,621,-9,0,0,-1,"0600-0659",731,714,-17,0,0,-2,"0700-0759",0,0,204,1,0,0,0,0,0,2021,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",240518423745,"2021-01-01T11:30:00.000+0000","2021010109","2021-01-01T09:30:00.000+0000","2021010108","2021010107","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T08:53:00.000+0000","2021010108",66,71,68,30.1,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-01-01T04:27:00","FM-16","7","0.0",null,"2021-01-01T09:27:00.000+0000",69,75,71,30.11,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T12:31:00.000+0000","6.0","2021-01-01T01:11:00.000+0000","0.0","2021-01-01T02:21:00.000+0000",549,0,9.551724137931034,0.1724137931034483,0,0,0,0,0,0,"2021-01-01T11:21:00.000+0000","2021-01-01T11:00:00.000+0000",11,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,3,2,1.5,4,4,1,11,10,1.1,16,16,1,24,25,0.96,33,33,1,301,19,51,82,114,154,284,558,802,1132,1666,2188,2833,0.011367584658505027,0.011631323396790074,0],["2021-01-01T11:00:00.000+0000","TPA",1,1,5,"2021-01-01 00:00:00","AA",19805,"N868NN",15304,"FL",14100,"PHL","PA",630,622,-8,0,0,-1,"0600-0659",855,836,-19,0,0,-2,"0800-0859",0,0,920,4,0,0,0,0,0,2021,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",214748538450,"2021-01-01T11:30:00.000+0000","2021010109","2021-01-01T09:30:00.000+0000","2021010108","2021010107","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T08:53:00.000+0000","2021010108",66,71,68,30.1,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-01T03:54:00","FM-15","7","0.0",null,"2021-01-01T08:54:00.000+0000",21,30,27,30.45,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T13:55:00.000+0000","0.0","2020-12-31T20:45:00.000+0000","6.0","2020-12-31T23:07:00.000+0000",743,0,9.551724137931034,0.1724137931034483,0,0,0,0,0,0,"2021-01-01T11:22:00.000+0000","2021-01-01T11:00:00.000+0000",11,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,3,2,1.5,4,4,1,11,10,1.1,16,16,1,24,25,0.96,33,33,1,301,19,51,82,114,154,284,558,802,1132,1666,2188,2833,0.011367584658505027,0.014371656062937348,0],["2021-01-01T11:00:00.000+0000","TPA",1,1,5,"2021-01-01 00:00:00","DL",19790,"N874DN",15304,"FL",12892,"LAX","CA",655,655,0,0,0,0,"0600-0659",920,921,1,1,0,0,"0900-0959",0,0,2158,9,0,0,0,0,0,2021,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York",171799943403,"2021-01-01T11:55:00.000+0000","2021010109","2021-01-01T09:55:00.000+0000","2021010108","2021010107","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T09:53:00.000+0000","2021010109",66,71,68,30.1,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-01T01:53:00","FM-15","7","0.0",null,"2021-01-01T09:53:00.000+0000",33,49,42,29.65,100,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T17:20:00.000+0000","0.0","2020-12-31T19:00:00.000+0000","0.0","2020-12-31T23:23:00.000+0000",752,0,10.653846153846153,0.19230769230769232,0,0,0,0,0,0,"2021-01-01T11:55:00.000+0000","2021-01-01T11:00:00.000+0000",11,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,3,2,1.5,4,4,1,11,10,1.1,16,16,1,24,25,0.96,33,33,1,301,19,51,82,114,154,284,558,802,1132,1666,2188,2833,0.011367584658505027,0.025922698918111255,0],["2021-01-01T12:00:00.000+0000","ABR",1,1,5,"2021-01-01 00:00:00","OO",20304,"N446SW",10141,"SD",13487,"MSP","MN",610,615,5,5,0,0,"0600-0659",727,721,-6,0,0,-1,"0700-0759",0,0,257,2,0,0,0,0,0,2021,"KABR","ABR","Aberdeen Regional Airport","Aberdeen","South Dakota","US",1302,45.4491004944,-98.4217987061,"America/Chicago",85900030351,"2021-01-01T12:10:00.000+0000","2021010110","2021-01-01T10:10:00.000+0000","2021010109","2021010108","72659014929","ABERDEEN REGIONAL AIRPORT, SD US","395.6","45.44358","-98.41384","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T09:53:00.000+0000","2021010109",1,5,4,28.69,180,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T09:53:00.000+0000",12,15,14,29.3,120,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T13:27:00.000+0000","0.0","2020-12-31T21:27:00.000+0000","0.0","2020-12-31T22:45:00.000+0000",805,0,0,0,0,0,0,0,0,0,"2021-01-01T12:15:00.000+0000","2021-01-01T12:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,404,18,37,69,100,132,172,302,576,820,1150,1684,2206,0.0002129666915478473,0.02390247119715781,0],["2021-01-01T12:00:00.000+0000","DVL",1,1,5,"2021-01-01 00:00:00","OO",20304,"N910SW",11447,"ND",12519,"JMS","ND",630,622,-8,0,0,-1,"0600-0659",727,719,-8,0,0,-1,"0700-0759",0,0,83,1,0,0,0,0,0,2021,"KDVL","DVL","Devils Lake Regional Airport","Devils Lake","North Dakota","US",1456,48.11420059,-98.90879822,"America/Chicago",120259271509,"2021-01-01T12:30:00.000+0000","2021010110","2021-01-01T10:30:00.000+0000","2021010109","2021010108","72757394928","DEVILS LAKE MUNICIPAL AIRPORT, ND US","439.2","48.11667","-98.9","2021-01-01T04:08:00","FM-15","7","0.0","BR:1 ||","2021-01-01T10:08:00.000+0000","2021010110",27,28,28,28.48,300,5,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJMS","JMS","Jamestown Regional Airport","Jamestown","North Dakota","US",1500,46.92969894,-98.67819977,"America/Chicago","72753514919","JAMESTOWN MUNICIPAL AIRPORT, ND US","455.7","46.92586","-98.67037","2021-01-01T04:12:00","FM-16","7","0.0",null,"2021-01-01T10:12:00.000+0000",23,27,26,28.43,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T13:27:00.000+0000","0.0","2021-01-01T04:46:00.000+0000","0.0","2021-01-01T05:32:00.000+0000",418,0,0,0,0,0,0,0,0,0,"2021-01-01T12:22:00.000+0000","2021-01-01T12:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,404,18,37,69,100,132,172,302,576,820,1150,1684,2206,0.0002084750936330215,0.00028789914792995837,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","WN",19393,"N417WN",11042,"OH",14635,"RSW","FL",800,757,-3,0,0,-1,"0800-0859",1055,1100,5,5,0,0,"1000-1059",0,0,1025,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",146029774887,"2021-01-01T13:00:00.000+0000","2021010111","2021-01-01T11:00:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T05:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",66,68,67,30.1,100,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:55:00.000+0000","6.0","2020-12-31T21:35:00.000+0000","0.0","2020-12-31T23:00:00.000+0000",840,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T12:57:00.000+0000","2021-01-01T12:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.007178033094651204,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","UA",19977,"N27213",11042,"OH",14635,"RSW","FL",800,755,-5,0,0,-1,"0800-0859",1050,1044,-6,0,0,-1,"1000-1059",0,0,1025,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",77310436043,"2021-01-01T13:00:00.000+0000","2021010111","2021-01-01T11:00:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T05:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",66,68,67,30.1,100,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:50:00.000+0000","0.0","2020-12-31T22:40:00.000+0000","0.0","2021-01-01T01:26:00.000+0000",694,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T12:55:00.000+0000","2021-01-01T12:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.007178033094651204,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","DL",19790,"N346NB",11042,"OH",10397,"ATL","GA",800,755,-5,0,0,-1,"0800-0859",945,1000,15,15,1,1,"0900-0959",0,0,554,3,0,0,15,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",188979240649,"2021-01-01T13:00:00.000+0000","2021010111","2021-01-01T11:00:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T05:52:00","FM-15","7","0.0","BR:1 |s |","2021-01-01T10:52:00.000+0000",58,59,58,28.96,130,9,0.25,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T14:45:00.000+0000","0.0","2020-12-31T23:20:00.000+0000","7.0","2021-01-01T00:57:00.000+0000",723,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T12:55:00.000+0000","2021-01-01T12:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.06086473773696765,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","F9",20436,"N710FR",11042,"OH",14107,"PHX","AZ",801,750,-11,0,0,-1,"0800-0859",1040,1012,-28,0,0,-2,"1000-1059",0,0,1737,7,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",77310008105,"2021-01-01T13:01:00.000+0000","2021010111","2021-01-01T11:01:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-01T03:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000",21,47,37,28.72,260,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T17:40:00.000+0000","0.0","2020-12-31T21:14:00.000+0000","0.0","2021-01-01T01:01:00.000+0000",720,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T12:50:00.000+0000","2021-01-01T12:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.02722961443343419,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","UA",19977,"N14214",11042,"OH",15304,"TPA","FL",805,758,-7,0,0,-1,"0800-0859",1046,1055,9,9,0,0,"1000-1059",0,0,927,4,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",94489879901,"2021-01-01T13:05:00.000+0000","2021010111","2021-01-01T11:05:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T05:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",66,70,67,30.11,130,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:46:00.000+0000","0.0","2020-12-31T14:00:00.000+0000","0.0","2020-12-31T16:52:00.000+0000",1213,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T12:58:00.000+0000","2021-01-01T12:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.011367584658505027,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","YX",20452,"N444YX",11042,"OH",11057,"CLT","NC",806,804,-2,0,0,-1,"0800-0859",1005,950,-15,0,0,-1,"1000-1059",0,0,430,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",94490307090,"2021-01-01T13:06:00.000+0000","2021010111","2021-01-01T11:06:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-01T05:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-01T10:52:00.000+0000",53,54,53,29.41,60,9,0.75,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-01T15:05:00.000+0000","9.0","2021-01-01T02:05:00.000+0000","0.0","2021-01-01T04:59:00.000+0000",487,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T13:04:00.000+0000","2021-01-01T13:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.03797957033883184,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","UA",19977,"N37427",11042,"OH",12264,"IAD","VA",810,758,-12,0,0,-1,"0800-0859",921,905,-16,0,0,-2,"0900-0959",0,0,288,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",180389316015,"2021-01-01T13:10:00.000+0000","2021010111","2021-01-01T11:10:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-01T05:52:00","FM-15","7","0.0",null,"2021-01-01T10:52:00.000+0000",25,35,31,30.14,10,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T14:21:00.000+0000","0.0","2020-12-31T22:40:00.000+0000","0.0","2020-12-31T23:56:00.000+0000",794,0,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T12:58:00.000+0000","2021-01-01T12:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.00909745843772686,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","WN",19393,"N437WN",11042,"OH",13232,"MDW","IL",810,806,-4,0,0,-1,"0800-0859",835,829,-6,0,0,-1,"0800-0859",0,0,307,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",214749020931,"2021-01-01T13:10:00.000+0000","2021010111","2021-01-01T11:10:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",21,28,26,29.58,80,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T14:35:00.000+0000","49.0","2020-12-31T01:10:00.000+0000","26.0","2020-12-31T04:00:00.000+0000",1990,1,1.1666666666666667,0,0,0,0,0,0,0,"2021-01-01T13:06:00.000+0000","2021-01-01T13:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.011854452744306992,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","OO",20304,"N826SK",11042,"OH",13487,"MSP","MN",820,815,-5,0,0,-1,"0800-0859",927,914,-13,0,0,-1,"0900-0959",0,0,622,3,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",249109277839,"2021-01-01T13:20:00.000+0000","2021010111","2021-01-01T11:20:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",11,13,12,29.3,120,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:27:00.000+0000","14.0","2020-12-31T21:15:00.000+0000","0.0","2020-12-31T23:07:00.000+0000",853,0,1,0,0,0,0,0,0,0,"2021-01-01T13:15:00.000+0000","2021-01-01T13:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.02390247119715781,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","UA",19977,"N26208",11042,"OH",13204,"MCO","FL",830,823,-7,0,0,-1,"0800-0859",1105,1048,-17,0,0,-2,"1100-1159",0,0,895,4,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",240518531482,"2021-01-01T13:30:00.000+0000","2021010111","2021-01-01T11:30:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-01T05:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",66,67,66,30.05,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T16:05:00.000+0000","0.0","2020-12-31T17:00:00.000+0000","0.0","2020-12-31T19:29:00.000+0000",1081,0,0.7,0,0,0,0,0,0,0,"2021-01-01T13:23:00.000+0000","2021-01-01T13:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.021278235025477266,0],["2021-01-01T13:00:00.000+0000","CLE",1,1,5,"2021-01-01 00:00:00","UA",19977,"N68823",11042,"OH",11292,"DEN","CO",850,841,-9,0,0,-1,"0800-0859",1017,1000,-17,0,0,-2,"1000-1059",0,0,1201,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",163208975293,"2021-01-01T13:50:00.000+0000","2021010111","2021-01-01T11:50:00.000+0000","2021010110","2021010109","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T05:51:00","FM-15","7","0.0",null,"2021-01-01T10:51:00.000+0000","2021010110",23,28,26,29.43,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",16,24,21,24.6,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T17:17:00.000+0000","0.0","2021-01-01T01:15:00.000+0000","0.0","2021-01-01T04:05:00.000+0000",585,0,0.6363636363636364,0,0,0,0,0,0,0,"2021-01-01T13:41:00.000+0000","2021-01-01T13:00:00.000+0000",7,11,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,1,1,3,2,1.5,5,4,1.25,5,4,1.25,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.005491243843251518,0.04989895874421001,0],["2021-01-01T13:00:00.000+0000","MSP",1,1,5,"2021-01-01 00:00:00","DL",19790,"N906DN",13487,"MN",10397,"ATL","GA",700,654,-6,0,0,-1,"0700-0759",1025,1031,6,6,0,0,"1000-1059",0,0,907,4,0,0,0,0,0,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",171798716410,"2021-01-01T13:00:00.000+0000","2021010111","2021-01-01T11:00:00.000+0000","2021010110","2021010109","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000","2021010110",11,13,12,29.3,120,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T05:52:00","FM-15","7","0.0","BR:1 |s |","2021-01-01T10:52:00.000+0000",58,59,58,28.96,130,9,0.25,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:25:00.000+0000","0.0","2020-12-31T19:59:00.000+0000","0.0","2020-12-31T23:11:00.000+0000",829,0,0.42857142857142855,0,0,0,0,0,0,0,"2021-01-01T12:54:00.000+0000","2021-01-01T12:00:00.000+0000",13,5,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,3,2,1.5,3,2,1.5,6,4,1.5,9,7,1.2857142857142858,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.02390247119715781,0.06086473773696765,0],["2021-01-01T13:00:00.000+0000","MSP",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8543Z",13487,"MN",11292,"DEN","CO",710,710,0,0,0,0,"0700-0759",830,826,-4,0,0,-1,"0800-0859",0,0,680,3,0,0,0,0,0,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",85900133591,"2021-01-01T13:10:00.000+0000","2021010111","2021-01-01T11:10:00.000+0000","2021010110","2021010109","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000","2021010110",11,13,12,29.3,120,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-01T03:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",16,24,21,24.6,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:30:00.000+0000","0.0","2020-12-31T22:30:00.000+0000","0.0","2021-01-01T00:25:00.000+0000",765,0,0.42857142857142855,0,0,0,0,0,0,0,"2021-01-01T13:10:00.000+0000","2021-01-01T13:00:00.000+0000",13,5,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,3,2,1.5,3,2,1.5,6,4,1.5,9,7,1.2857142857142858,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.02390247119715781,0.04989895874421001,0],["2021-01-01T13:00:00.000+0000","MSP",1,1,5,"2021-01-01 00:00:00","OO",20304,"N213SY",13487,"MN",14771,"SFO","CA",715,706,-9,0,0,-1,"0700-0759",950,938,-12,0,0,-1,"0900-0959",0,0,1589,7,0,0,0,0,0,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",1302899,"2021-01-01T13:15:00.000+0000","2021010111","2021-01-01T11:15:00.000+0000","2021010110","2021010109","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000","2021010110",11,13,12,29.3,120,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-01T02:56:00","FM-15","7","0.0",null,"2021-01-01T10:56:00.000+0000",41,46,44,30.1,170,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T17:50:00.000+0000","0.0","2021-01-01T00:18:00.000+0000","0.0","2021-01-01T04:00:00.000+0000",555,0,0.42857142857142855,0,0,0,0,0,0,0,"2021-01-01T13:06:00.000+0000","2021-01-01T13:00:00.000+0000",13,5,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,3,2,1.5,3,2,1.5,6,4,1.5,9,7,1.2857142857142858,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.02390247119715781,0.01685893952188654,0],["2021-01-01T13:00:00.000+0000","MSP",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8501V",13487,"MN",13232,"MDW","IL",715,711,-4,0,0,-1,"0700-0759",900,853,-7,0,0,-1,"0900-0959",0,0,349,2,0,0,0,0,0,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",34360509177,"2021-01-01T13:15:00.000+0000","2021010111","2021-01-01T11:15:00.000+0000","2021010110","2021010109","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000","2021010110",11,13,12,29.3,120,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000",21,28,26,29.58,80,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T15:00:00.000+0000","0.0","2021-01-01T00:55:00.000+0000","0.0","2021-01-01T02:55:00.000+0000",620,0,0.42857142857142855,0,0,0,0,0,0,0,"2021-01-01T13:11:00.000+0000","2021-01-01T13:00:00.000+0000",13,5,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,3,2,1.5,3,2,1.5,6,4,1.5,9,7,1.2857142857142858,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.02390247119715781,0.011854452744306992,0],["2021-01-01T13:00:00.000+0000","MSP",1,1,5,"2021-01-01 00:00:00","YX",20452,"N124HQ",13487,"MN",14100,"PHL","PA",730,724,-6,0,0,-1,"0700-0759",1119,1105,-14,0,0,-1,"1100-1159",0,0,980,4,0,0,0,0,0,2021,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago",60129996510,"2021-01-01T13:30:00.000+0000","2021010111","2021-01-01T11:30:00.000+0000","2021010110","2021010109","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T04:53:00","FM-15","7","0.0",null,"2021-01-01T10:53:00.000+0000","2021010110",11,13,12,29.3,120,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-01T05:54:00","FM-15","7","0.0",null,"2021-01-01T10:54:00.000+0000",21,29,26,30.47,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T16:19:00.000+0000","0.0","2020-12-31T17:50:00.000+0000","0.0","2020-12-31T21:01:00.000+0000",989,0,0.42857142857142855,0,0,0,0,0,0,0,"2021-01-01T13:24:00.000+0000","2021-01-01T13:00:00.000+0000",13,5,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,2,2,1,3,2,1.5,3,2,1.5,6,4,1.5,9,7,1.2857142857142858,566,80,98,117,149,180,212,252,382,656,900,1230,1764,0.02390247119715781,0.014371656062937348,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N378DN",14869,"UT",15304,"TPA","FL",1000,955,-5,0,0,-1,"1000-1059",1601,1620,19,19,1,1,"1600-1659",0,0,1888,8,0,0,19,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",240518784692,"2021-01-01T17:00:00.000+0000","2021010115","2021-01-01T15:00:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T07:54:00","FM-15","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T14:54:00.000+0000","2021010114",16,17,17,25.93,360,3,1,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T09:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",68,76,71,30.17,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:01:00.000+0000","0.0","2021-01-01T16:05:00.000+0000","0.0","2021-01-01T19:10:00.000+0000",-130,0,15.666666666666666,0.16666666666666666,17.09090909090909,0.18181818181818182,17.09090909090909,0.18181818181818182,36.6,0.4,"2021-01-01T16:55:00.000+0000","2021-01-01T16:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.011367584658505027,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","OO",20304,"N824SK",14869,"UT",14683,"SAT","TX",1000,957,-3,0,0,-1,"1000-1059",1347,1425,38,38,1,2,"1300-1359",0,0,1087,5,38,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",231929271197,"2021-01-01T17:00:00.000+0000","2021010115","2021-01-01T15:00:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T07:54:00","FM-15","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T14:54:00.000+0000","2021010114",16,17,17,25.93,360,3,1,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","243.6","29.54429","-98.48395","2021-01-01T08:51:00","FM-15","7","0.0",null,"2021-01-01T14:51:00.000+0000",34,42,39,29.15,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T19:47:00.000+0000","0.0","2021-01-01T13:30:00.000+0000","4.0","2021-01-01T14:48:00.000+0000",132,0,15.666666666666666,0.16666666666666666,17.09090909090909,0.18181818181818182,17.09090909090909,0.18181818181818182,36.6,0.4,"2021-01-01T16:57:00.000+0000","2021-01-01T16:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.004478827828243327,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","OO",20304,"N288SY",14869,"UT",12280,"IDA","ID",1000,955,-5,0,0,-1,"1000-1059",1107,1059,-8,0,0,-1,"1100-1159",0,0,188,1,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",77310199191,"2021-01-01T17:00:00.000+0000","2021010115","2021-01-01T15:00:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T07:54:00","FM-15","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T14:54:00.000+0000","2021010114",16,17,17,25.93,360,3,1,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-01-01T07:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",20,23,22,25.44,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T18:07:00.000+0000","0.0","2021-01-01T14:40:00.000+0000","0.0","2021-01-01T15:38:00.000+0000",82,0,15.666666666666666,0.16666666666666666,17.09090909090909,0.18181818181818182,17.09090909090909,0.18181818181818182,36.6,0.4,"2021-01-01T16:55:00.000+0000","2021-01-01T16:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.0006487580744689642,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","OO",20304,"N477CA",14869,"UT",15389,"TWF","ID",1000,959,-1,0,0,-1,"1000-1059",1100,1102,2,2,0,0,"1100-1159",0,0,175,1,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",34360995925,"2021-01-01T17:00:00.000+0000","2021010115","2021-01-01T15:00:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T07:54:00","FM-15","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T14:54:00.000+0000","2021010114",16,17,17,25.93,360,3,1,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KTWF","TWF","Joslin Field Magic Valley Regional Airport","Twin Falls","Idaho","US",4154,42.48180008,-114.487999,"America/Boise","72586694178","TWIN FALLS SUN VALLEY REGIONAL AIRPORT, ID US","1269.8","42.47849","-114.47744","2021-01-01T07:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",26,29,28,25.95,130,7,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T18:00:00.000+0000","0.0","2021-01-01T14:20:00.000+0000","0.0","2021-01-01T15:46:00.000+0000",74,0,15.666666666666666,0.16666666666666666,17.09090909090909,0.18181818181818182,17.09090909090909,0.18181818181818182,36.6,0.4,"2021-01-01T16:59:00.000+0000","2021-01-01T16:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.0002868490061500048,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","OO",20304,"N449SW",14869,"UT",14113,"PIH","ID",1005,1000,-5,0,0,-1,"1000-1059",1107,1124,17,17,1,1,"1100-1159",0,0,150,1,17,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",171799544116,"2021-01-01T17:05:00.000+0000","2021010115","2021-01-01T15:05:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KPIH","PIH","Pocatello Regional Airport","Pocatello","Idaho","US",4452,42.9098014832,-112.5960006714,"America/Denver","72578024156","POCATELLO REGIONAL AIRPORT, ID US","1356.6","42.91969","-112.57232","2021-01-01T07:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",20,26,24,25.7,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T18:07:00.000+0000","0.0","2021-01-01T14:40:00.000+0000","0.0","2021-01-01T15:49:00.000+0000",76,0,15.23076923076923,0.15384615384615385,16.5,0.16666666666666666,16.5,0.16666666666666666,38.4,0.4,"2021-01-01T17:00:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.0002896034321633682,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","OO",20304,"N295SY",14869,"UT",13198,"MCI","MO",1009,1005,-4,0,0,-1,"1000-1059",1327,1401,34,34,1,2,"1300-1359",0,0,920,4,34,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",188978989050,"2021-01-01T17:09:00.000+0000","2021010115","2021-01-01T15:09:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-01T08:53:00","FM-15","7","0.09","SN:03 FZ:8 FG:2 |FG SN |","2021-01-01T14:53:00.000+0000",25,28,27,28.82,10,16,0.5,"SN:03 FZ:8 FG:2 ","FG SN ","",0,0,0,1,0,0,1,1,0,0,0,0,0,0,1,1,"2021-01-01T19:27:00.000+0000","0.0","2021-01-01T14:05:00.000+0000","0.0","2021-01-01T16:01:00.000+0000",68,0,15.23076923076923,0.15384615384615385,16.5,0.16666666666666666,16.5,0.16666666666666666,38.4,0.4,"2021-01-01T17:05:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.006209304769692481,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N774DE",14869,"UT",10821,"BWI","MD",1015,1018,3,3,0,0,"1000-1059",1610,1639,29,29,1,1,"1600-1659",0,0,1865,8,0,0,29,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",8590173076,"2021-01-01T17:15:00.000+0000","2021010115","2021-01-01T15:15:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-01T09:54:00","FM-15","7","0.0",null,"2021-01-01T14:54:00.000+0000",24,36,32,30.3,70,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:10:00.000+0000","8.0","2021-01-01T14:00:00.000+0000","0.0","2021-01-01T15:20:00.000+0000",115,0,15.23076923076923,0.15384615384615385,16.5,0.16666666666666666,16.5,0.16666666666666666,38.4,0.4,"2021-01-01T17:18:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.014276830762040374,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N386DN",14869,"UT",11697,"FLL","FL",1015,1015,0,0,0,0,"1000-1059",1645,1637,-8,0,0,-1,"1600-1659",0,0,2084,9,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",197568688050,"2021-01-01T17:15:00.000+0000","2021010115","2021-01-01T15:15:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-01T09:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",72,78,74,30.21,150,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:45:00.000+0000","14.0","2021-01-01T14:00:00.000+0000","0.0","2021-01-01T15:55:00.000+0000",80,0,15.23076923076923,0.15384615384615385,16.5,0.16666666666666666,16.5,0.16666666666666666,38.4,0.4,"2021-01-01T17:15:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.014253267169950753,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N927DZ",14869,"UT",12892,"LAX","CA",1019,1021,2,2,0,0,"1000-1059",1122,1113,-9,0,0,-1,"1100-1159",0,0,590,3,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",206158770524,"2021-01-01T17:19:00.000+0000","2021010115","2021-01-01T15:19:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-01T06:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",34,47,41,29.73,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T19:22:00.000+0000","0.0","2020-12-31T18:12:00.000+0000","0.0","2020-12-31T19:58:00.000+0000",1281,0,15.23076923076923,0.15384615384615385,16.5,0.16666666666666666,16.5,0.16666666666666666,38.4,0.4,"2021-01-01T17:21:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.025922698918111255,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N333DX",14869,"UT",10721,"BOS","MA",1019,1023,4,4,0,0,"1000-1059",1639,1649,10,10,0,0,"1600-1659",0,0,2105,9,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",60130628750,"2021-01-01T17:19:00.000+0000","2021010115","2021-01-01T15:19:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-01T09:54:00","FM-15","7","0.0",null,"2021-01-01T14:54:00.000+0000",19,34,29,30.51,320,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:39:00.000+0000","0.0","2021-01-01T14:20:00.000+0000","0.0","2021-01-01T15:59:00.000+0000",80,0,15.23076923076923,0.15384615384615385,16.5,0.16666666666666666,16.5,0.16666666666666666,38.4,0.4,"2021-01-01T17:23:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.012432786085475737,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N859DN",14869,"UT",13204,"MCO","FL",1020,1015,-5,0,0,-1,"1000-1059",1625,1641,16,16,1,1,"1600-1659",0,0,1931,8,0,0,16,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",214749105206,"2021-01-01T17:20:00.000+0000","2021010115","2021-01-01T15:20:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:01:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:01:00.000+0000","2021010115",16,17,17,25.94,360,3,0.75,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-01T09:53:00","FM-15","7","0.0",null,"2021-01-01T14:53:00.000+0000",68,74,70,30.1,160,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:25:00.000+0000","0.0","2021-01-01T14:00:00.000+0000","0.0","2021-01-01T15:57:00.000+0000",83,0,10.473684210526315,0.10526315789473684,11.055555555555555,0.1111111111111111,11.055555555555555,0.1111111111111111,17.545454545454547,0.18181818181818182,"2021-01-01T17:15:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.021278235025477266,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","DL",19790,"N375DA",14869,"UT",11193,"CVG","KY",1030,1028,-2,0,0,-1,"1000-1059",1542,1552,10,10,0,0,"1500-1559",0,0,1450,6,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",103079810770,"2021-01-01T17:30:00.000+0000","2021010115","2021-01-01T15:30:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:29:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:29:00.000+0000","2021010115",18,19,19,25.94,0,0,1,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-01-01T09:52:00","FM-15","7","0.21","RA:02 BR:1 |RA |RA","2021-01-01T14:52:00.000+0000",32,34,33,29.04,90,16,1.5,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T20:42:00.000+0000","1.0","2021-01-01T12:25:00.000+0000","0.0","2021-01-01T15:54:00.000+0000",96,0,9.545454545454545,0.09090909090909091,10,0.09523809523809523,10,0.09523809523809523,15.692307692307692,0.15384615384615385,"2021-01-01T17:28:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.005686467422394725,0],["2021-01-01T17:00:00.000+0000","SLC",1,1,5,"2021-01-01 00:00:00","OO",20304,"N197SY",14869,"UT",14057,"PDX","OR",1035,1027,-8,0,0,-1,"1000-1059",1143,1123,-20,0,0,-2,"1100-1159",0,0,630,3,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",60130798920,"2021-01-01T17:35:00.000+0000","2021010115","2021-01-01T15:35:00.000+0000","2021010114","2021010113","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T08:29:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-01T15:29:00.000+0000","2021010115",18,19,19,25.94,0,0,1,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-01T06:53:00","FM-15","7","0.0","-RA:02 BR:1 |RA |RA","2021-01-01T14:53:00.000+0000",43,46,45,29.91,110,11,6,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T19:43:00.000+0000","0.0","2021-01-01T15:00:00.000+0000","0.0","2021-01-01T16:52:00.000+0000",43,0,8.076923076923077,0.07692307692307693,8.4,0.08,8.4,0.08,3.7333333333333334,0.06666666666666667,"2021-01-01T17:27:00.000+0000","2021-01-01T17:00:00.000+0000",11,13,3,4,0.75,7,9,0.7777777777777778,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,9,10,0.9,10,10,1,11,11,1,11,11,1,11,11,1,12,11,1.0909090909090908,672,654,1220,1624,1925,2005,2023,2042,2074,2105,2137,2177,2307,0.023389003800428514,0.00798001234087441,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8565Z",14635,"FL",12339,"IND","IN",1300,1256,-4,0,0,-1,"1300-1359",1535,1510,-25,0,0,-2,"1500-1559",0,0,945,4,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",171799713744,"2021-01-01T18:00:00.000+0000","2021010116","2021-01-01T16:00:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T10:53:00","FM-15","7","0.0",null,"2021-01-01T15:53:00.000+0000","2021010115",67,79,71,30.14,160,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.3","39.72515","-86.2816","2021-01-01T10:54:00","FM-15","7","0.21","-RA:02 BR:1 |RA |RA","2021-01-01T15:54:00.000+0000",32,34,33,29.03,80,16,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T20:35:00.000+0000","4.0","2021-01-01T13:55:00.000+0000","0.0","2021-01-01T16:40:00.000+0000",80,0,13.837837837837839,0.10810810810810811,13.837837837837839,0.10810810810810811,21.25,0.16666666666666666,33,0.23076923076923078,"2021-01-01T17:56:00.000+0000","2021-01-01T17:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.006049868830697879,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N944WN",14635,"FL",13232,"MDW","IL",1315,1345,30,30,1,2,"1300-1359",1510,1526,16,16,1,1,"1500-1559",0,0,1105,5,2,0,0,0,14,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",163208972747,"2021-01-01T18:15:00.000+0000","2021010116","2021-01-01T16:15:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T10:53:00","FM-15","7","0.0",null,"2021-01-01T15:53:00.000+0000","2021010115",67,79,71,30.14,160,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T09:53:00","FM-15","7","0.0","-SN:03 |SN |","2021-01-01T15:53:00.000+0000",26,32,30,29.43,60,13,7,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-01T21:10:00.000+0000","0.0","2021-01-01T14:25:00.000+0000","0.0","2021-01-01T17:25:00.000+0000",50,0,13.128205128205128,0.10256410256410256,13.128205128205128,0.10256410256410256,21.25,0.16666666666666666,47.666666666666664,0.3333333333333333,"2021-01-01T18:45:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.011854452744306992,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","UA",19977,"N36247",14635,"FL",11042,"CLE","OH",1320,1311,-9,0,0,-1,"1300-1359",1602,1533,-29,0,0,-2,"1600-1659",0,0,1025,5,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",1162307,"2021-01-01T18:20:00.000+0000","2021010116","2021-01-01T16:20:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T10:53:00","FM-15","7","0.0",null,"2021-01-01T15:53:00.000+0000","2021010115",67,79,71,30.14,160,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T11:13:00","FM-16","7","0.0","-PL:06 |PL |PL","2021-01-01T16:13:00.000+0000",26,32,30,29.29,110,7,9,"-PL:06 ","PL ","PL",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:02:00.000+0000","0.0","2021-01-01T13:45:00.000+0000","0.0","2021-01-01T17:29:00.000+0000",51,0,13.128205128205128,0.10256410256410256,13.128205128205128,0.10256410256410256,22.17391304347826,0.17391304347826086,53.625,0.375,"2021-01-01T18:11:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.005491243843251518,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","YX",20452,"N745YX",14635,"FL",11066,"CMH","OH",1325,1319,-6,0,0,-1,"1300-1359",1556,1549,-7,0,0,-1,"1500-1559",0,0,930,4,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",42950502816,"2021-01-01T18:25:00.000+0000","2021010116","2021-01-01T16:25:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T10:53:00","FM-15","7","0.0",null,"2021-01-01T15:53:00.000+0000","2021010115",67,79,71,30.14,160,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","246.8","39.99068","-82.87703","2021-01-01T11:20:00","FM-16","7","0.06","+RA:02 BR:1 |RA |RA","2021-01-01T16:20:00.000+0000",32,34,33,29.18,90,8,2,"+RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T20:56:00.000+0000","0.0","2021-01-01T15:00:00.000+0000","0.0","2021-01-01T17:44:00.000+0000",41,0,13.128205128205128,0.10256410256410256,13.128205128205128,0.10256410256410256,22.17391304347826,0.17391304347826086,53.625,0.375,"2021-01-01T18:19:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.005180809403871019,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","NK",20416,"N916NK",14635,"FL",14122,"PIT","PA",1335,1332,-3,0,0,-1,"1300-1359",1605,1601,-4,0,0,-1,"1600-1659",0,0,966,4,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",146029967990,"2021-01-01T18:35:00.000+0000","2021010116","2021-01-01T16:35:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T11:35:00","FM-16","7","0.0",null,"2021-01-01T16:35:00.000+0000","2021010116",67,80,71,30.13,150,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-01T10:51:00","FM-15","7","0.08","-FZ:8 RA:02 BR:1 |FZRA |","2021-01-01T15:51:00.000+0000",28,31,30,28.91,90,8,5,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"2021-01-01T21:05:00.000+0000","0.0","2021-01-01T14:50:00.000+0000","0.0","2021-01-01T17:38:00.000+0000",57,0,12.44186046511628,0.09302325581395349,12.44186046511628,0.09302325581395349,19.74074074074074,0.14814814814814814,37.666666666666664,0.25,"2021-01-01T18:32:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.005303947036402629,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","F9",20436,"N317FR",14635,"FL",11042,"CLE","OH",1350,1344,-6,0,0,-1,"1300-1359",1637,1612,-25,0,0,-2,"1600-1659",0,0,1025,5,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",180388945823,"2021-01-01T18:50:00.000+0000","2021010116","2021-01-01T16:50:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T11:35:00","FM-16","7","0.0",null,"2021-01-01T16:35:00.000+0000","2021010116",67,80,71,30.13,150,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-01T11:43:00","FM-16","7","0.07","-FZ:8 RA:02 BR:1 |FZRA |","2021-01-01T16:43:00.000+0000",28,32,30,29.26,90,8,4,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"2021-01-01T21:37:00.000+0000","0.0","2021-01-01T15:15:00.000+0000","0.0","2021-01-01T18:05:00.000+0000",45,0,11.88888888888889,0.08888888888888889,11.88888888888889,0.08888888888888889,19.035714285714285,0.14285714285714285,30,0.15384615384615385,"2021-01-01T18:44:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.005491243843251518,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","NK",20416,"N918NK",14635,"FL",10158,"ACY","NJ",1350,1347,-3,0,0,-1,"1300-1359",1619,1603,-16,0,0,-2,"1600-1659",0,0,982,4,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",51539864703,"2021-01-01T18:50:00.000+0000","2021010116","2021-01-01T16:50:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T11:35:00","FM-16","7","0.0",null,"2021-01-01T16:35:00.000+0000","2021010116",67,80,71,30.13,150,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KACY","ACY","Atlantic City International Airport","Atlantic City","New Jersey","US",75,39.4575996399,-74.5772018433,"America/New_York","72407093730","ATLANTIC CITY INTERNATIONAL AIRPORT, NJ US","17.8","39.45203","-74.56701","2021-01-01T10:54:00","FM-15","7","0.0",null,"2021-01-01T15:54:00.000+0000",30,40,36,30.41,50,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:19:00.000+0000","0.0","2021-01-01T15:19:00.000+0000","0.0","2021-01-01T17:56:00.000+0000",54,0,11.88888888888889,0.08888888888888889,11.88888888888889,0.08888888888888889,19.035714285714285,0.14285714285714285,30,0.15384615384615385,"2021-01-01T18:47:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.00039730563617113664,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","AA",19805,"N107US",14635,"FL",11057,"CLT","NC",1351,1343,-8,0,0,-1,"1300-1359",1545,1525,-20,0,0,-2,"1500-1559",0,0,600,3,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",171799394888,"2021-01-01T18:51:00.000+0000","2021010116","2021-01-01T16:51:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T11:35:00","FM-16","7","0.0",null,"2021-01-01T16:35:00.000+0000","2021010116",67,80,71,30.13,150,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-01T10:52:00","FM-15","7","0.03","-RA:02 BR:1 |RA |RA","2021-01-01T15:52:00.000+0000",44,46,45,29.43,70,10,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T20:45:00.000+0000","4.0","2021-01-01T16:10:00.000+0000","0.0","2021-01-01T18:04:00.000+0000",47,0,11.88888888888889,0.08888888888888889,11.88888888888889,0.08888888888888889,19.035714285714285,0.14285714285714285,30,0.15384615384615385,"2021-01-01T18:43:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.03797957033883184,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","DL",19790,"N305DN",14635,"FL",10397,"ATL","GA",1352,1347,-5,0,0,-1,"1300-1359",1533,1519,-14,0,0,-1,"1500-1559",0,0,515,3,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",137440242062,"2021-01-01T18:52:00.000+0000","2021010116","2021-01-01T16:52:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T11:35:00","FM-16","7","0.0",null,"2021-01-01T16:35:00.000+0000","2021010116",67,80,71,30.13,150,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T11:52:00","FM-15","7","0.14","RA:02 BR:1 |RA |RA","2021-01-01T16:52:00.000+0000",65,67,66,28.91,160,10,3,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T20:33:00.000+0000","22.0","2021-01-01T15:55:00.000+0000","0.0","2021-01-01T17:30:00.000+0000",82,1,16.41304347826087,0.10869565217391304,16.41304347826087,0.10869565217391304,25.96551724137931,0.1724137931034483,43.57142857142857,0.21428571428571427,"2021-01-01T18:47:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.06086473773696765,0],["2021-01-01T18:00:00.000+0000","RSW",1,1,5,"2021-01-01 00:00:00","DL",19790,"N3734B",14635,"FL",11193,"CVG","KY",1355,1350,-5,0,0,-1,"1300-1359",1616,1605,-11,0,0,-1,"1600-1659",0,0,879,4,0,0,0,0,0,2021,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York",809614,"2021-01-01T18:55:00.000+0000","2021010116","2021-01-01T16:55:00.000+0000","2021010115","2021010114","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T16:53:00.000+0000","2021010116",67,81,72,30.12,150,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-01-01T11:52:00","FM-15","7","0.03","-RA:02 BR:1 |RA |RA","2021-01-01T16:52:00.000+0000",37,39,38,28.95,120,9,3,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:16:00.000+0000","0.0","2021-01-01T15:15:00.000+0000","0.0","2021-01-01T17:32:00.000+0000",83,0,16.41304347826087,0.10869565217391304,16.41304347826087,0.10869565217391304,25.96551724137931,0.1724137931034483,28.833333333333332,0.16666666666666666,"2021-01-01T18:50:00.000+0000","2021-01-01T18:00:00.000+0000",13,10,9,11,0.8181818181818182,18,18,1,21,22,0.9545454545454546,28,32,0.875,34,35,0.9714285714285714,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,36,35,1.0285714285714285,752,618,1272,1838,2242,2543,2623,2641,2660,2692,2723,2755,2795,0.007178033094651204,0.005686467422394725,0],["2021-01-01T20:00:00.000+0000","COS",1,1,5,"2021-01-01 00:00:00","OO",20304,"N969SW",11109,"CO",11292,"DEN","CO",1340,1344,4,4,0,0,"1300-1359",1449,1435,-14,0,0,-1,"1400-1459",0,0,73,1,0,0,0,0,0,2021,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver",223338575375,"2021-01-01T20:40:00.000+0000","2021010118","2021-01-01T18:40:00.000+0000","2021010117","2021010116","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.2","38.80949","-104.68873","2021-01-01T10:54:00","FM-15","7","0.0",null,"2021-01-01T17:54:00.000+0000","2021010117",19,34,28,23.98,330,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-01T10:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",21,35,30,24.69,270,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:49:00.000+0000","16.0","2021-01-01T16:10:00.000+0000","0.0","2021-01-01T19:09:00.000+0000",91,1,0,0,0,0,0,0,0,0,"2021-01-01T20:44:00.000+0000","2021-01-01T20:00:00.000+0000",2,2,0,0,null,2,2,1,3,4,0.75,4,5,0.8,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.001655711786194033,0.04989895874421001,2],["2021-01-01T20:00:00.000+0000","COS",1,1,5,"2021-01-01 00:00:00","F9",20436,"N346FR",11109,"CO",14107,"PHX","AZ",1359,1349,-10,0,0,-1,"1300-1359",1545,1536,-9,0,0,-1,"1500-1559",0,0,551,3,0,0,0,0,0,2021,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver",25770124438,"2021-01-01T20:59:00.000+0000","2021010118","2021-01-01T18:59:00.000+0000","2021010117","2021010116","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.2","38.80949","-104.68873","2021-01-01T11:54:00","FM-15","7","0.0",null,"2021-01-01T18:54:00.000+0000","2021010118",18,35,29,23.96,360,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-01T11:51:00","FM-15","7","0.0",null,"2021-01-01T18:51:00.000+0000",21,57,42,28.88,260,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T22:45:00.000+0000","0.0","2021-01-01T18:20:00.000+0000","0.0","2021-01-01T20:09:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-01T20:49:00.000+0000","2021-01-01T20:00:00.000+0000",2,2,0,0,null,2,2,1,3,4,0.75,4,5,0.8,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.001655711786194033,0.02722961443343419,2],["2021-01-01T20:00:00.000+0000","HOU",1,1,5,"2021-01-01 00:00:00","9E",20363,"N341PQ",12191,"TX",10397,"ATL","GA",1400,1357,-3,0,0,-1,"1400-1459",1652,1640,-12,0,0,-1,"1600-1659",0,0,696,3,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",257698215208,"2021-01-01T20:00:00.000+0000","2021010118","2021-01-01T18:00:00.000+0000","2021010117","2021010116","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",34,51,43,29.96,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T12:52:00","FM-15","7","0.38","-RA:02 |RA |RA","2021-01-01T17:52:00.000+0000",65,67,66,28.88,190,10,8,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:52:00.000+0000","0.0","2021-01-01T16:55:00.000+0000","0.0","2021-01-01T19:10:00.000+0000",50,0,12.147058823529411,0.23529411764705882,12.147058823529411,0.23529411764705882,11.208333333333334,0.2916666666666667,1,0,"2021-01-01T19:57:00.000+0000","2021-01-01T19:00:00.000+0000",4,5,4,4,1,17,13,1.3076923076923077,25,24,1.0416666666666667,27,28,0.9642857142857143,32,32,1,33,34,0.9705882352941176,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.0088343452409949,0.06086473773696765,2],["2021-01-01T20:00:00.000+0000","HOU",1,1,5,"2021-01-01 00:00:00","WN",19393,"N7853B",12191,"TX",10397,"ATL","GA",1400,1403,3,3,0,0,"1400-1459",1655,1647,-8,0,0,-1,"1600-1659",0,0,696,3,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",257698908014,"2021-01-01T20:00:00.000+0000","2021010118","2021-01-01T18:00:00.000+0000","2021010117","2021010116","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",34,51,43,29.96,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T12:52:00","FM-15","7","0.38","-RA:02 |RA |RA","2021-01-01T17:52:00.000+0000",65,67,66,28.88,190,10,8,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:55:00.000+0000","0.0","2021-01-01T13:15:00.000+0000","0.0","2021-01-01T14:20:00.000+0000",340,0,12.147058823529411,0.23529411764705882,12.147058823529411,0.23529411764705882,11.208333333333334,0.2916666666666667,1,0,"2021-01-01T20:03:00.000+0000","2021-01-01T20:00:00.000+0000",4,5,4,4,1,17,13,1.3076923076923077,25,24,1.0416666666666667,27,28,0.9642857142857143,32,32,1,33,34,0.9705882352941176,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.0088343452409949,0.06086473773696765,2],["2021-01-01T20:00:00.000+0000","HOU",1,1,5,"2021-01-01 00:00:00","YV",20378,"N907FJ",12191,"TX",11298,"DFW","TX",1414,1421,7,7,0,0,"1400-1459",1534,1552,18,18,1,1,"1500-1559",0,0,247,1,1,0,11,0,6,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",137439638648,"2021-01-01T20:14:00.000+0000","2021010118","2021-01-01T18:14:00.000+0000","2021010117","2021010116","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",34,51,43,29.96,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",32,38,36,29.31,290,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:34:00.000+0000","0.0","2021-01-01T18:22:00.000+0000","0.0","2021-01-01T19:44:00.000+0000",30,0,11.8,0.22857142857142856,12.147058823529411,0.23529411764705882,11.166666666666666,0.2916666666666667,0.8,0,"2021-01-01T20:21:00.000+0000","2021-01-01T20:00:00.000+0000",4,5,4,4,1,17,13,1.3076923076923077,25,24,1.0416666666666667,27,28,0.9642857142857143,32,32,1,33,34,0.9705882352941176,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.0088343452409949,0.05317469890719319,2],["2021-01-01T20:00:00.000+0000","HOU",1,1,5,"2021-01-01 00:00:00","WN",19393,"N7820L",12191,"TX",13495,"MSY","LA",1415,1413,-2,0,0,-1,"1400-1459",1520,1506,-14,0,0,-1,"1500-1559",0,0,302,2,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",188978839813,"2021-01-01T20:15:00.000+0000","2021010118","2021-01-01T18:15:00.000+0000","2021010117","2021010116","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",34,51,43,29.96,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:20:00.000+0000","26.0","2020-12-31T00:55:00.000+0000","29.0","2020-12-31T03:20:00.000+0000",2455,1,11.8,0.22857142857142856,12.147058823529411,0.23529411764705882,11.166666666666666,0.2916666666666667,0.8,0,"2021-01-01T20:13:00.000+0000","2021-01-01T20:00:00.000+0000",4,5,4,4,1,17,13,1.3076923076923077,25,24,1.0416666666666667,27,28,0.9642857142857143,32,32,1,33,34,0.9705882352941176,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.0088343452409949,0.005984135148356346,2],["2021-01-01T20:00:00.000+0000","HOU",1,1,5,"2021-01-01 00:00:00","WN",19393,"N254WN",12191,"TX",14107,"PHX","AZ",1415,1412,-3,0,0,-1,"1400-1459",1610,1546,-24,0,0,-2,"1600-1659",0,0,1020,5,0,0,0,0,0,2021,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago",103079813639,"2021-01-01T20:15:00.000+0000","2021010118","2021-01-01T18:15:00.000+0000","2021010117","2021010116","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",34,51,43,29.96,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-01T10:51:00","FM-15","7","0.0",null,"2021-01-01T17:51:00.000+0000",22,53,40,28.9,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T23:10:00.000+0000","0.0","2021-01-01T15:40:00.000+0000","0.0","2021-01-01T18:05:00.000+0000",130,0,11.8,0.22857142857142856,12.147058823529411,0.23529411764705882,11.166666666666666,0.2916666666666667,0.8,0,"2021-01-01T20:12:00.000+0000","2021-01-01T20:00:00.000+0000",4,5,4,4,1,17,13,1.3076923076923077,25,24,1.0416666666666667,27,28,0.9642857142857143,32,32,1,33,34,0.9705882352941176,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,34,34,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.0088343452409949,0.02722961443343419,2],["2021-01-01T20:00:00.000+0000","MSY",1,1,5,"2021-01-01 00:00:00","WN",19393,"N7720F",13495,"LA",13204,"MCO","FL",1400,1426,26,26,1,1,"1400-1459",1640,1700,20,20,1,1,"1600-1659",0,0,551,3,4,0,0,0,16,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",94489732922,"2021-01-01T20:00:00.000+0000","2021010118","2021-01-01T18:00:00.000+0000","2021010117","2021010116","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-01T12:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",66,81,71,30.03,170,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:40:00.000+0000","17.0","2021-01-01T17:45:00.000+0000","0.0","2021-01-01T19:25:00.000+0000",35,1,18.93548387096774,0.0967741935483871,19.566666666666666,0.1,2.642857142857143,0.07142857142857142,1.375,0,"2021-01-01T20:26:00.000+0000","2021-01-01T20:00:00.000+0000",3,6,5,6,0.8333333333333334,9,9,1,12,12,1,18,17,1.0588235294117647,23,23,1,27,28,0.9642857142857143,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.005984135148356346,0.021278235025477266,2],["2021-01-01T20:00:00.000+0000","MSY",1,1,5,"2021-01-01 00:00:00","YV",20378,"N85356",13495,"LA",12266,"IAH","TX",1400,1354,-6,0,0,-1,"1400-1459",1528,1513,-15,0,0,-1,"1500-1559",0,0,305,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",163209522748,"2021-01-01T20:00:00.000+0000","2021010118","2021-01-01T18:00:00.000+0000","2021010117","2021010116","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",35,50,43,29.91,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:28:00.000+0000","0.0","2021-01-01T15:35:00.000+0000","0.0","2021-01-01T18:38:00.000+0000",82,0,18.93548387096774,0.0967741935483871,19.566666666666666,0.1,2.642857142857143,0.07142857142857142,1.375,0,"2021-01-01T19:54:00.000+0000","2021-01-01T19:00:00.000+0000",3,6,5,6,0.8333333333333334,9,9,1,12,12,1,18,17,1.0588235294117647,23,23,1,27,28,0.9642857142857143,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.005984135148356346,0.02035804439442713,2],["2021-01-01T20:00:00.000+0000","MSY",1,1,5,"2021-01-01 00:00:00","NK",20416,"N645NK",13495,"LA",15304,"TPA","FL",1401,1356,-5,0,0,-1,"1400-1459",1627,1622,-5,0,0,-1,"1600-1659",0,0,488,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",111669854514,"2021-01-01T20:01:00.000+0000","2021010118","2021-01-01T18:01:00.000+0000","2021010117","2021010116","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T12:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",67,81,72,30.11,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:27:00.000+0000","0.0","2021-01-01T17:15:00.000+0000","0.0","2021-01-01T18:50:00.000+0000",71,0,18.93548387096774,0.0967741935483871,20.142857142857142,0.07142857142857142,2.642857142857143,0.07142857142857142,1.8333333333333333,0,"2021-01-01T19:56:00.000+0000","2021-01-01T19:00:00.000+0000",3,6,5,6,0.8333333333333334,9,9,1,12,12,1,18,17,1.0588235294117647,23,23,1,27,28,0.9642857142857143,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.005984135148356346,0.011367584658505027,2],["2021-01-01T20:00:00.000+0000","MSY",1,1,5,"2021-01-01 00:00:00","UA",19977,"N25705",13495,"LA",13930,"ORD","IL",1415,1759,224,224,1,12,"1400-1459",1637,2016,219,219,1,12,"1600-1659",0,0,836,4,0,0,219,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",214748725768,"2021-01-01T20:15:00.000+0000","2021010118","2021-01-01T18:15:00.000+0000","2021010117","2021010116","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-01T12:12:00","FM-16","7","0.05","-FZ:8 RA:02 PL:06 BR:1 |FZRA PL |PL","2021-01-01T18:12:00.000+0000",29,32,31,29.19,30,21,1.75,"-FZ:8 RA:02 PL:06 BR:1 ","FZRA PL ","PL",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"2021-01-01T22:37:00.000+0000","0.0","2021-01-01T16:50:00.000+0000","0.0","2021-01-01T19:14:00.000+0000",61,0,18.93548387096774,0.0967741935483871,20.88888888888889,0.07407407407407407,3.0833333333333335,0.08333333333333333,1.8333333333333333,0,"2021-01-01T23:59:00.000+0000","2021-01-01T23:00:00.000+0000",3,6,5,6,0.8333333333333334,9,9,1,12,12,1,18,17,1.0588235294117647,23,23,1,27,28,0.9642857142857143,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.005984135148356346,0.03551113735875623,2],["2021-01-01T20:00:00.000+0000","MSY",1,1,5,"2021-01-01 00:00:00","DL",19790,"N392DA",13495,"LA",10397,"ATL","GA",1415,1410,-5,0,0,-1,"1400-1459",1638,1623,-15,0,0,-1,"1600-1659",0,0,425,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",146029082315,"2021-01-01T20:15:00.000+0000","2021010118","2021-01-01T18:15:00.000+0000","2021010117","2021010116","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T13:04:00","FM-16","7","0.0","|RA |RA","2021-01-01T18:04:00.000+0000",65,67,66,28.88,180,10,10,"","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:38:00.000+0000","0.0","2021-01-01T17:16:00.000+0000","0.0","2021-01-01T18:45:00.000+0000",90,0,18.93548387096774,0.0967741935483871,20.88888888888889,0.07407407407407407,3.0833333333333335,0.08333333333333333,1.8333333333333333,0,"2021-01-01T20:10:00.000+0000","2021-01-01T20:00:00.000+0000",3,6,5,6,0.8333333333333334,9,9,1,12,12,1,18,17,1.0588235294117647,23,23,1,27,28,0.9642857142857143,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.005984135148356346,0.06086473773696765,2],["2021-01-01T20:00:00.000+0000","MSY",1,1,5,"2021-01-01 00:00:00","NK",20416,"N691NK",13495,"LA",13204,"MCO","FL",1427,1422,-5,0,0,-1,"1400-1459",1705,1651,-14,0,0,-1,"1700-1759",0,0,551,3,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",25770548668,"2021-01-01T20:27:00.000+0000","2021010118","2021-01-01T18:27:00.000+0000","2021010117","2021010116","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-01T11:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000","2021010117",48,68,57,29.97,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-01T12:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",66,81,71,30.03,170,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T22:05:00.000+0000","0.0","2021-01-01T16:21:00.000+0000","0.0","2021-01-01T19:37:00.000+0000",50,0,18.93548387096774,0.0967741935483871,21.692307692307693,0.07692307692307693,2.3636363636363638,0.09090909090909091,1.8333333333333333,0,"2021-01-01T20:22:00.000+0000","2021-01-01T20:00:00.000+0000",3,6,5,6,0.8333333333333334,9,9,1,12,12,1,18,17,1.0588235294117647,23,23,1,27,28,0.9642857142857143,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,29,29,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.005984135148356346,0.021278235025477266,2],["2021-01-01T20:00:00.000+0000","RAP",1,1,5,"2021-01-01 00:00:00","OO",20304,"N961SW",14457,"SD",11292,"DEN","CO",1337,1329,-8,0,0,-1,"1300-1359",1500,1441,-19,0,0,-2,"1500-1559",0,0,300,2,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",51539867513,"2021-01-01T20:37:00.000+0000","2021010118","2021-01-01T18:37:00.000+0000","2021010117","2021010116","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-01-01T10:52:00","FM-15","7","0.0",null,"2021-01-01T17:52:00.000+0000","2021010117",21,46,36,26.81,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-01T10:53:00","FM-15","7","0.0",null,"2021-01-01T17:53:00.000+0000",21,35,30,24.69,270,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T22:00:00.000+0000","0.0","2021-01-01T18:25:00.000+0000","0.0","2021-01-01T19:46:00.000+0000",51,0,0.25,0,0.25,0,0,0,0,0,"2021-01-01T20:29:00.000+0000","2021-01-01T20:00:00.000+0000",1,1,0,0,null,0,0,null,1,1,1,2,2,1,3,4,0.75,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.001046801627580141,0.04989895874421001,2],["2021-01-01T20:00:00.000+0000","TLH",1,1,5,"2021-01-01 00:00:00","9E",20363,"N137EV",15249,"FL",10397,"ATL","GA",1545,1543,-2,0,0,-1,"1500-1559",1656,1651,-5,0,0,-1,"1600-1659",0,0,223,1,0,0,0,0,0,2021,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York",103080384153,"2021-01-01T20:45:00.000+0000","2021010118","2021-01-01T18:45:00.000+0000","2021010117","2021010116","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","17.1","30.39354","-84.35136","2021-01-01T12:53:00","FM-15","7","0.0","-RA:02 BR:1 |RA |RA","2021-01-01T17:53:00.000+0000","2021010117",67,69,68,29.98,170,16,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T13:04:00","FM-16","7","0.0","|RA |RA","2021-01-01T18:04:00.000+0000",65,67,66,28.88,180,10,10,"","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T21:56:00.000+0000","0.0","2021-01-01T18:51:00.000+0000","0.0","2021-01-01T19:55:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-01T20:43:00.000+0000","2021-01-01T20:00:00.000+0000",1,1,1,0,null,2,1,2,2,1,2,2,2,1,4,4,1,5,4,1.25,7,6,1.1666666666666667,7,6,1.1666666666666667,7,6,1.1666666666666667,7,6,1.1666666666666667,7,6,1.1666666666666667,7,6,1.1666666666666667,794,672,1536,2154,2808,3374,3778,4079,4159,4177,4196,4228,4259,0.0009209840299273285,0.06086473773696765,2],["2021-01-01T21:00:00.000+0000","GRR",1,1,5,"2021-01-01 00:00:00","WN",19393,"N937WN",11986,"MI",10821,"BWI","MD",1600,1611,11,11,0,0,"1600-1659",1745,1836,51,51,1,3,"1700-1759",0,0,528,3,0,0,40,0,11,2021,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",51540725562,"2021-01-01T21:00:00.000+0000","2021010119","2021-01-01T19:00:00.000+0000","2021010118","2021010117","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-01-01T13:53:00","FM-15","7","0.01","-FZ:8 RA:02 BR:1 |FZRA |","2021-01-01T18:53:00.000+0000","2021010118",25,28,27,29.19,70,11,2.5,"-FZ:8 RA:02 BR:1 ","FZRA ","",0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-01T13:54:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-01-01T18:54:00.000+0000",31,36,34,30.12,50,11,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T22:45:00.000+0000","48.0","2021-01-01T16:15:00.000+0000","39.0","2021-01-01T18:05:00.000+0000",175,1,3.857142857142857,0.09523809523809523,4.909090909090909,0.09090909090909091,6.75,0.125,0,0,"2021-01-01T21:11:00.000+0000","2021-01-01T21:00:00.000+0000",2,2,4,3,1.3333333333333333,7,7,1,8,7,1.1428571428571428,9,8,1.125,9,8,1.125,11,10,1.1,16,16,1,20,20,1,21,20,1.05,21,20,1.05,21,20,1.05,21,20,1.05,737,752,1424,2288,2906,3560,4126,4530,4831,4911,4929,4948,4980,0.002774563217600324,0.014276830762040374,0],["2021-01-01T21:00:00.000+0000","GRR",1,1,5,"2021-01-01 00:00:00","9E",20363,"N398CA",11986,"MI",13487,"MSP","MN",1620,1824,124,124,1,8,"1600-1659",1655,1922,147,147,1,9,"1600-1659",0,0,408,2,0,0,23,0,124,2021,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York",68719586471,"2021-01-01T21:20:00.000+0000","2021010119","2021-01-01T19:20:00.000+0000","2021010118","2021010117","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-01-01T14:04:00","FM-16","7","0.01","-SN:03 PL:06 BR:1 |SN PL |PL","2021-01-01T19:04:00.000+0000","2021010119",25,28,27,29.17,60,14,2.5,"-SN:03 PL:06 BR:1 ","SN PL ","PL",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-01T12:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-01T18:53:00.000+0000",14,20,18,29.16,0,0,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-01T22:55:00.000+0000","0.0","2021-01-01T13:30:00.000+0000","0.0","2021-01-01T15:40:00.000+0000",340,0,3.857142857142857,0.09523809523809523,4.909090909090909,0.09090909090909091,6.75,0.125,0,0,"2021-01-01T23:24:00.000+0000","2021-01-01T23:00:00.000+0000",2,2,4,3,1.3333333333333333,7,7,1,8,7,1.1428571428571428,9,8,1.125,9,8,1.125,11,10,1.1,16,16,1,20,20,1,21,20,1.05,21,20,1.05,21,20,1.05,21,20,1.05,737,752,1424,2288,2906,3560,4126,4530,4831,4911,4929,4948,4980,0.002774563217600324,0.02390247119715781,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N493WN",13232,"IL",14635,"RSW","FL",1910,1905,-5,0,0,-1,"1900-1959",2255,2300,5,5,0,0,"2200-2259",0,0,1105,5,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",60129785821,"2021-01-02T01:10:00.000+0000","2021010123","2021-01-01T23:10:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-01T17:53:00","FM-15","7","0.0",null,"2021-01-01T22:53:00.000+0000",66,78,70,30.09,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:55:00.000+0000","0.0","2021-01-01T22:00:00.000+0000","0.0","2021-01-02T00:10:00.000+0000",60,0,5.538461538461538,0.1076923076923077,3.4324324324324325,0.05405405405405406,1.9375,0,3.7142857142857144,0,"2021-01-02T01:05:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.007178033094651204,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8628A",13232,"IL",15304,"TPA","FL",1930,1936,6,6,0,0,"1900-1959",2305,2300,-5,0,0,-1,"2300-2359",0,0,997,4,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",94489797037,"2021-01-02T01:30:00.000+0000","2021010123","2021-01-01T23:30:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-01T17:53:00","FM-15","7","0.0",null,"2021-01-01T22:53:00.000+0000",66,73,69,30.1,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T04:05:00.000+0000","12.0","2021-01-01T21:30:00.000+0000","0.0","2021-01-02T00:30:00.000+0000",60,0,6.044776119402985,0.11940298507462686,4.410256410256411,0.07692307692307693,4.222222222222222,0.05555555555555555,8.833333333333334,0.16666666666666666,"2021-01-02T01:36:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.011367584658505027,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8545V",13232,"IL",10821,"BWI","MD",1940,1944,4,4,0,0,"1900-1959",2225,2213,-12,0,0,-1,"2200-2259",0,0,611,3,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",8590555907,"2021-01-02T01:40:00.000+0000","2021010123","2021-01-01T23:40:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-01T17:54:00","FM-15","7","0.16","-RA:02 BR:1 |RA |RA","2021-01-01T22:54:00.000+0000",34,36,35,30.03,70,10,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:25:00.000+0000","0.0","2021-01-01T22:30:00.000+0000","0.0","2021-01-02T00:35:00.000+0000",65,0,6.338235294117647,0.1323529411764706,5.076923076923077,0.10256410256410256,5.666666666666667,0.1111111111111111,11.285714285714286,0.2857142857142857,"2021-01-02T01:44:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.014276830762040374,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N237WN",13232,"IL",10693,"BNA","TN",1945,1941,-4,0,0,-1,"1900-1959",2110,2114,4,4,0,0,"2100-2159",0,0,395,2,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",25770239564,"2021-01-02T01:45:00.000+0000","2021010123","2021-01-01T23:45:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-01T16:53:00","FM-15","7","0.0",null,"2021-01-01T22:53:00.000+0000",42,67,54,29.16,220,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:10:00.000+0000","0.0","2021-01-01T22:45:00.000+0000","0.0","2021-01-02T00:15:00.000+0000",90,0,6.338235294117647,0.1323529411764706,5.076923076923077,0.10256410256410256,5.666666666666667,0.1111111111111111,15.8,0.4,"2021-01-02T01:41:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.012626243194888033,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N754SW",13232,"IL",14869,"SLC","UT",1945,2052,67,67,1,4,"1900-1959",2215,2318,63,63,1,4,"2200-2259",0,0,1259,6,63,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",120260168317,"2021-01-02T01:45:00.000+0000","2021010123","2021-01-01T23:45:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-01T15:54:00","FM-15","7","0.0",null,"2021-01-01T22:54:00.000+0000",22,32,28,25.92,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T05:15:00.000+0000","2.0","2021-01-01T22:10:00.000+0000","0.0","2021-01-02T00:50:00.000+0000",55,0,6.338235294117647,0.1323529411764706,5.076923076923077,0.10256410256410256,5.666666666666667,0.1111111111111111,15.8,0.4,"2021-01-02T02:52:00.000+0000","2021-01-02T02:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.023389003800428514,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8684F",13232,"IL",13198,"MCI","MO",1945,1951,6,6,0,0,"1900-1959",2115,2127,12,12,0,0,"2100-2159",0,0,405,2,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",103079651225,"2021-01-02T01:45:00.000+0000","2021010123","2021-01-01T23:45:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-01T16:53:00","FM-15","7","0.0",null,"2021-01-01T22:53:00.000+0000",26,30,29,28.89,350,11,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:15:00.000+0000","0.0","2021-01-01T20:50:00.000+0000","0.0","2021-01-02T00:45:00.000+0000",60,0,6.338235294117647,0.1323529411764706,5.076923076923077,0.10256410256410256,5.666666666666667,0.1111111111111111,15.8,0.4,"2021-01-02T01:51:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.006209304769692481,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N500WR",13232,"IL",12191,"HOU","TX",1950,1959,9,9,0,0,"1900-1959",2235,2317,42,42,1,2,"2200-2259",0,0,937,4,9,0,33,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",197569454621,"2021-01-02T01:50:00.000+0000","2021010123","2021-01-01T23:50:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-01T16:53:00","FM-15","7","0.0",null,"2021-01-01T22:53:00.000+0000",38,53,46,29.99,320,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T04:35:00.000+0000","4.0","2021-01-01T22:20:00.000+0000","0.0","2021-01-02T00:50:00.000+0000",60,0,6.420289855072464,0.13043478260869565,5.384615384615385,0.10256410256410256,6,0.10526315789473684,15.166666666666666,0.3333333333333333,"2021-01-02T01:59:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.0088343452409949,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N7723E",13232,"IL",10397,"ATL","GA",1950,1957,7,7,0,0,"1900-1959",2245,2256,11,11,0,0,"2200-2259",0,0,591,3,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",223338534646,"2021-01-02T01:50:00.000+0000","2021010123","2021-01-01T23:50:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-01T17:52:00","FM-15","7","0.0",null,"2021-01-01T22:52:00.000+0000",62,65,63,28.87,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:45:00.000+0000","0.0","2021-01-01T23:30:00.000+0000","0.0","2021-01-02T00:40:00.000+0000",70,0,6.420289855072464,0.13043478260869565,5.384615384615385,0.10256410256410256,6,0.10526315789473684,15.166666666666666,0.3333333333333333,"2021-01-02T01:57:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.06086473773696765,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8551Q",13232,"IL",13204,"MCO","FL",1950,2111,81,81,1,5,"1900-1959",2325,108,103,103,1,6,"2300-2359",0,0,990,4,0,0,22,0,81,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",25770002332,"2021-01-02T01:50:00.000+0000","2021010123","2021-01-01T23:50:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-01T17:53:00","FM-15","7","0.0",null,"2021-01-01T22:53:00.000+0000",64,75,68,30.01,150,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T04:25:00.000+0000","98.0","2021-01-01T22:25:00.000+0000","0.0","2021-01-02T00:30:00.000+0000",80,1,6.420289855072464,0.13043478260869565,5.384615384615385,0.10256410256410256,6,0.10526315789473684,15.166666666666666,0.3333333333333333,"2021-01-02T03:11:00.000+0000","2021-01-02T03:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.021278235025477266,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8544Z",13232,"IL",14492,"RDU","NC",1950,1956,6,6,0,0,"1900-1959",2235,2251,16,16,1,1,"2200-2259",0,0,632,3,3,0,10,0,3,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",8590705853,"2021-01-02T01:50:00.000+0000","2021010123","2021-01-01T23:50:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T16:53:00","FM-15","7","0.0","-RA:02 SN:03 BR:1 |RA RA |RA","2021-01-01T22:53:00.000+0000","2021010122",32,35,34,29.13,60,15,2,"-RA:02 SN:03 BR:1 ","RA RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","120.5","35.89227","-78.78194","2021-01-01T17:51:00","FM-15","7","0.03","-DZ:01 BR:1 |DZ |DZ","2021-01-01T22:51:00.000+0000",43,44,44,29.7,20,5,1,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:35:00.000+0000","27.0","2020-12-31T23:35:00.000+0000","8.0","2021-01-01T02:15:00.000+0000",1415,1,6.420289855072464,0.13043478260869565,5.384615384615385,0.10256410256410256,6,0.10526315789473684,15.166666666666666,0.3333333333333333,"2021-01-02T01:56:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.006297846040573252,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8630B",13232,"IL",12889,"LAS","NV",1955,2043,48,48,1,3,"1900-1959",2155,2219,24,24,1,1,"2100-2159",0,0,1521,7,24,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",266287996997,"2021-01-02T01:55:00.000+0000","2021010123","2021-01-01T23:55:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T17:53:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2021-01-01T23:53:00.000+0000","2021010123",32,35,34,29.14,50,10,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-01T14:56:00","FM-15","7","0.0",null,"2021-01-01T22:56:00.000+0000",20,56,41,27.87,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T05:55:00.000+0000","0.0","2021-01-01T23:30:00.000+0000","0.0","2021-01-02T01:00:00.000+0000",55,0,6.23943661971831,0.1267605633802817,5.384615384615385,0.10256410256410256,5.7,0.1,11.375,0.25,"2021-01-02T02:43:00.000+0000","2021-01-02T02:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.024255567547980073,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N953WN",13232,"IL",13851,"OKC","OK",1955,1958,3,3,0,0,"1900-1959",2205,2229,24,24,1,1,"2200-2259",0,0,691,3,0,0,24,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",266287996998,"2021-01-02T01:55:00.000+0000","2021010123","2021-01-01T23:55:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T17:53:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2021-01-01T23:53:00.000+0000","2021010123",32,35,34,29.14,50,10,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-01T17:52:00","FM-15","7","0.0",null,"2021-01-01T23:52:00.000+0000",30,33,32,28.68,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T04:05:00.000+0000","1.0","2021-01-01T20:00:00.000+0000","0.0","2021-01-01T23:10:00.000+0000",165,0,6.23943661971831,0.1267605633802817,5.384615384615385,0.10256410256410256,5.7,0.1,11.375,0.25,"2021-01-02T01:58:00.000+0000","2021-01-02T01:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.003339086680379341,0],["2021-01-02T01:00:00.000+0000","MDW",1,1,5,"2021-01-01 00:00:00","WN",19393,"N8601C",13232,"IL",10423,"AUS","TX",1955,2007,12,12,0,0,"1900-1959",2240,2318,38,38,1,2,"2200-2259",0,0,972,4,7,0,26,0,5,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",137439638584,"2021-01-02T01:55:00.000+0000","2021010123","2021-01-01T23:55:00.000+0000","2021010122","2021010121","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-01T17:53:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2021-01-01T23:53:00.000+0000","2021010123",32,35,34,29.14,50,10,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-01-01T17:53:00","FM-15","7","0.0",null,"2021-01-01T23:53:00.000+0000",34,46,41,29.54,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T04:40:00.000+0000","6.0","2021-01-01T23:30:00.000+0000","0.0","2021-01-02T01:05:00.000+0000",50,0,6.23943661971831,0.1267605633802817,5.384615384615385,0.10256410256410256,5.7,0.1,11.375,0.25,"2021-01-02T02:07:00.000+0000","2021-01-02T02:00:00.000+0000",9,13,6,8,0.75,12,13,0.9230769230769231,14,15,0.9333333333333333,28,29,0.9655172413793104,31,32,0.96875,35,37,0.9459459459459459,44,44,1,57,57,1,59,60,0.9833333333333333,61,62,0.9838709677419355,62,64,0.96875,63,64,0.984375,451,730,1467,2261,2904,3656,4328,5192,5810,6464,7030,7434,7735,0.011854452744306992,0.007176700711664457,0],["2021-01-02T02:00:00.000+0000","JFK",1,1,5,"2021-01-01 00:00:00","B6",20409,"N279JB",12478,"NY",10721,"BOS","MA",2145,2141,-4,0,0,-1,"2100-2159",2245,2239,-6,0,0,-1,"2200-2259",0,0,187,1,0,0,0,0,0,2021,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York",51539843220,"2021-01-02T02:45:00.000+0000","2021010200","2021-01-02T00:45:00.000+0000","2021010123","2021010122","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-01-01T18:51:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-01-01T23:51:00.000+0000","2021010123",34,38,36,30.27,60,11,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-01T19:26:00","FM-16","7","0.0",null,"2021-01-02T00:26:00.000+0000",28,35,32,30.34,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T03:45:00.000+0000","0.0","2021-01-02T00:45:00.000+0000","0.0","2021-01-02T02:04:00.000+0000",41,0,15.705128205128204,0.1282051282051282,19.82051282051282,0.1794871794871795,25.833333333333332,0.3333333333333333,57,0.5,"2021-01-02T02:41:00.000+0000","2021-01-02T02:00:00.000+0000",1,1,4,3,1.3333333333333333,8,7,1.1428571428571428,16,14,1.1428571428571428,28,24,1.1666666666666667,34,33,1.0303030303030303,36,35,1.0285714285714285,38,38,1,48,47,1.0212765957446808,53,52,1.0192307692307692,63,64,0.984375,69,70,0.9857142857142858,81,81,1,471,591,1321,2058,2852,3495,4247,4919,5783,6401,7055,7621,8025,0.009816762346985915,0.012432786085475737,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","9E",20363,"N668CA",13931,"VA",11433,"DTW","MI",600,556,-4,0,0,-1,"0600-0659",759,754,-5,0,0,-1,"0700-0759",0,0,529,3,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",1526,"2021-01-02T11:00:00.000+0000","2021010209","2021-01-02T09:00:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T03:51:00","FM-15","7","0.03",null,"2021-01-02T08:51:00.000+0000","2021010208",47,49,48,29.89,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T08:53:00.000+0000",30,33,32,29.15,300,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T12:59:00.000+0000","0.0","2021-01-01T19:15:00.000+0000","60.0","2021-01-01T20:55:00.000+0000",845,0,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T10:56:00.000+0000","2021-01-02T10:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.02546134919761326,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","YX",20452,"N428YX",13931,"VA",13303,"MIA","FL",600,552,-8,0,0,-1,"0600-0659",817,814,-3,0,0,-1,"0800-0859",0,0,802,4,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",188979328496,"2021-01-02T11:00:00.000+0000","2021010209","2021-01-02T09:00:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T03:51:00","FM-15","7","0.03",null,"2021-01-02T08:51:00.000+0000","2021010208",47,49,48,29.89,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T08:53:00.000+0000",70,75,72,30.09,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T13:17:00.000+0000","0.0","2021-01-02T02:20:00.000+0000","1.0","2021-01-02T04:41:00.000+0000",379,0,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T10:52:00.000+0000","2021-01-02T10:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.011631323396790074,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","WN",19393,"N407WN",13931,"VA",10821,"BWI","MD",615,614,-1,0,0,-1,"0600-0659",715,712,-3,0,0,-1,"0700-0759",0,0,159,1,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",8590873802,"2021-01-02T11:15:00.000+0000","2021010209","2021-01-02T09:15:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T04:06:00","FM-16","7","0.0","BR:1 ||","2021-01-02T09:06:00.000+0000","2021010209",47,48,48,29.9,250,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-02T03:54:00","FM-15","7","0.0","BR:1 ||","2021-01-02T08:54:00.000+0000",37,39,38,29.67,230,3,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T12:15:00.000+0000","48.0","2021-01-02T01:00:00.000+0000","45.0","2021-01-02T01:55:00.000+0000",560,1,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T11:14:00.000+0000","2021-01-02T11:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.014276830762040374,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","AA",19805,"N539UW",13931,"VA",11057,"CLT","NC",625,623,-2,0,0,-1,"0600-0659",802,751,-11,0,0,-1,"0800-0859",0,0,290,2,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",137439296934,"2021-01-02T11:25:00.000+0000","2021010209","2021-01-02T09:25:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T04:06:00","FM-16","7","0.0","BR:1 ||","2021-01-02T09:06:00.000+0000","2021010209",47,48,48,29.9,250,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T03:52:00","FM-15","7","0.0","BR:1 ||","2021-01-02T08:52:00.000+0000",40,41,41,29.19,190,3,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T13:02:00.000+0000","0.0","2021-01-01T18:25:00.000+0000","0.0","2021-01-01T19:41:00.000+0000",944,0,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T11:23:00.000+0000","2021-01-02T11:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.03797957033883184,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","UA",19977,"N14231",13931,"VA",13930,"ORD","IL",630,645,15,15,1,1,"0600-0659",747,801,14,14,0,0,"0700-0759",0,0,717,3,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",68719508254,"2021-01-02T11:30:00.000+0000","2021010209","2021-01-02T09:30:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T04:06:00","FM-16","7","0.0","BR:1 ||","2021-01-02T09:06:00.000+0000","2021010209",47,48,48,29.9,250,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-02T02:51:00","FM-15","7","0.0","BR:1 ||","2021-01-02T08:51:00.000+0000",29,32,31,29.26,360,11,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T13:47:00.000+0000","5.0","2021-01-01T20:45:00.000+0000","34.0","2021-01-01T22:44:00.000+0000",766,0,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T11:45:00.000+0000","2021-01-02T11:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.03551113735875623,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","DL",19790,"N929DZ",13931,"VA",10397,"ATL","GA",630,625,-5,0,0,-1,"0600-0659",821,818,-3,0,0,-1,"0800-0859",0,0,516,3,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",8590170614,"2021-01-02T11:30:00.000+0000","2021010209","2021-01-02T09:30:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T04:06:00","FM-16","7","0.0","BR:1 ||","2021-01-02T09:06:00.000+0000","2021010209",47,48,48,29.9,250,9,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-02T03:52:00","FM-15","7","0.0",null,"2021-01-02T08:52:00.000+0000",56,58,57,28.93,220,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T13:21:00.000+0000","0.0","2021-01-01T21:00:00.000+0000","0.0","2021-01-01T22:24:00.000+0000",786,0,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T11:25:00.000+0000","2021-01-02T11:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.06086473773696765,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","OH",20397,"N502AE",13931,"VA",14100,"PHL","PA",645,641,-4,0,0,-1,"0600-0659",749,816,27,27,1,1,"0700-0759",0,0,212,1,0,0,27,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",188979634113,"2021-01-02T11:45:00.000+0000","2021010209","2021-01-02T09:45:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T04:34:00","FM-16","7","0.0","BR:1 ||","2021-01-02T09:34:00.000+0000","2021010209",47,48,48,29.89,250,7,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-02T03:54:00","FM-15","7","0.0","|FG |","2021-01-02T08:54:00.000+0000",40,41,null,null,0,0,0.25,"","FG ","",0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-02T12:49:00.000+0000","29.0","2021-01-02T02:12:00.000+0000","34.0","2021-01-02T03:03:00.000+0000",522,1,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T11:41:00.000+0000","2021-01-02T11:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.014371656062937348,0],["2021-01-02T11:00:00.000+0000","ORF",1,2,6,"2021-01-02 00:00:00","OH",20397,"N541EA",13931,"VA",11278,"DCA","VA",653,651,-2,0,0,-1,"0600-0659",750,735,-15,0,0,-1,"0700-0759",0,0,142,1,0,0,0,0,0,2021,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York",180389498110,"2021-01-02T11:53:00.000+0000","2021010209","2021-01-02T09:53:00.000+0000","2021010208","2021010207","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T04:51:00","FM-15","7","0.0","BR:1 ||","2021-01-02T09:51:00.000+0000","2021010209",47,49,48,29.89,230,8,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-01-02T04:52:00","FM-15","7","0.0",null,"2021-01-02T09:52:00.000+0000",38,39,39,29.76,200,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T12:50:00.000+0000","0.0","2021-01-01T20:10:00.000+0000","0.0","2021-01-01T21:24:00.000+0000",869,0,32,0.3333333333333333,0,0,0,0,0,0,"2021-01-02T11:51:00.000+0000","2021-01-02T11:00:00.000+0000",7,8,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,1,2,2,2,1,3,3,1,478,44,96,156,211,289,530,1001,1452,2011,2602,3332,4069,0.0029396923012835257,0.007804133218819671,0],["2021-01-02T13:00:00.000+0000","SYR",1,2,6,"2021-01-02 00:00:00","B6",20409,"N334JB",15096,"NY",12478,"JFK","NY",800,755,-5,0,0,-1,"0800-0859",905,932,27,27,1,1,"0900-0959",0,0,209,1,0,0,27,0,0,2021,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York",60129918702,"2021-01-02T13:00:00.000+0000","2021010211","2021-01-02T11:00:00.000+0000","2021010210","2021010209","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","124.9","43.1111","-76.10384","2021-01-02T05:54:00","FM-15","7","0.04","-DZ:01 BR:1 |DZ |DZ","2021-01-02T10:54:00.000+0000","2021010210",31,33,32,29.2,60,5,7,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-01-02T05:51:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |DZ","2021-01-02T10:51:00.000+0000",40,41,41,29.72,290,5,3,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T14:05:00.000+0000","0.0","2021-01-01T23:00:00.000+0000","13.0","2021-01-02T00:04:00.000+0000",776,0,88.66666666666667,0.6666666666666666,112.5,0.5,112.5,0.5,112.5,0.5,"2021-01-02T12:55:00.000+0000","2021-01-02T12:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,1,1,1,778,139,163,207,259,319,374,452,693,1164,1615,2174,2765,0.0012222536419280242,0.009816762346985915,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","AA",19805,"N849NN",14057,"OR",14107,"PHX","AZ",600,557,-3,0,0,-1,"0600-0659",940,919,-21,0,0,-2,"0900-0959",0,0,1009,5,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",60130481796,"2021-01-02T14:00:00.000+0000","2021010212","2021-01-02T12:00:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-02T04:51:00","FM-15","7","0.0",null,"2021-01-02T11:51:00.000+0000",25,41,35,29.03,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:40:00.000+0000","0.0","2021-01-02T01:50:00.000+0000","0.0","2021-01-02T04:50:00.000+0000",550,0,4.833333333333333,0.06666666666666667,9.625,0.125,0,0,0,0,"2021-01-02T13:57:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.02722961443343419,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","QX",19687,"N626QX",14057,"OR",12892,"LAX","CA",600,557,-3,0,0,-1,"0600-0659",820,805,-15,0,0,-1,"0800-0859",0,0,834,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",249108717458,"2021-01-02T14:00:00.000+0000","2021010212","2021-01-02T12:00:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000",35,47,42,29.85,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:20:00.000+0000","0.0","2021-01-02T03:35:00.000+0000","0.0","2021-01-02T05:30:00.000+0000",510,0,4.833333333333333,0.06666666666666667,9.625,0.125,0,0,0,0,"2021-01-02T13:57:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.025922698918111255,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","AA",19805,"N987AN",14057,"OR",13930,"ORD","IL",600,552,-8,0,0,-1,"0600-0659",1158,1146,-12,0,0,-1,"1100-1159",0,0,1739,7,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",77310408925,"2021-01-02T14:00:00.000+0000","2021010212","2021-01-02T12:00:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-02T05:51:00","FM-15","7","0.0","BR:1 ||","2021-01-02T11:51:00.000+0000",26,29,28,29.33,310,9,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T17:58:00.000+0000","5.0","2021-01-02T01:10:00.000+0000","1.0","2021-01-02T05:34:00.000+0000",506,0,4.833333333333333,0.06666666666666667,9.625,0.125,0,0,0,0,"2021-01-02T13:52:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.03551113735875623,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","WN",19393,"N922WN",14057,"OR",14107,"PHX","AZ",600,559,-1,0,0,-1,"0600-0659",930,921,-9,0,0,-1,"0900-0959",0,0,1009,5,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",206159109755,"2021-01-02T14:00:00.000+0000","2021010212","2021-01-02T12:00:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-02T04:51:00","FM-15","7","0.0",null,"2021-01-02T11:51:00.000+0000",25,41,35,29.03,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:30:00.000+0000","0.0","2021-01-02T03:45:00.000+0000","0.0","2021-01-02T06:05:00.000+0000",475,0,4.833333333333333,0.06666666666666667,9.625,0.125,0,0,0,0,"2021-01-02T13:59:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.02722961443343419,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","OO",20304,"N274SY",14057,"OR",14747,"SEA","WA",600,557,-3,0,0,-1,"0600-0659",703,701,-2,0,0,-1,"0700-0759",0,0,129,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",154619139610,"2021-01-02T14:00:00.000+0000","2021010212","2021-01-02T12:00:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-02T03:53:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-01-02T11:53:00.000+0000",43,49,46,29.38,180,18,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T15:03:00.000+0000","0.0","2021-01-01T23:34:00.000+0000","0.0","2021-01-02T00:28:00.000+0000",812,0,4.833333333333333,0.06666666666666667,9.625,0.125,0,0,0,0,"2021-01-02T13:57:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.024352086269695063,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","DL",19790,"N3772H",14057,"OR",14869,"SLC","UT",600,551,-9,0,0,-1,"0600-0659",848,827,-21,0,0,-2,"0800-0859",0,0,630,3,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",240518369125,"2021-01-02T14:00:00.000+0000","2021010212","2021-01-02T12:00:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-02T04:54:00","FM-15","7","0.0",null,"2021-01-02T11:54:00.000+0000",20,27,25,25.86,150,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T15:48:00.000+0000","0.0","2021-01-02T04:26:00.000+0000","0.0","2021-01-02T06:25:00.000+0000",455,0,4.833333333333333,0.06666666666666667,9.625,0.125,0,0,0,0,"2021-01-02T13:51:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.023389003800428514,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","OO",20304,"N279SY",14057,"OR",12892,"LAX","CA",601,558,-3,0,0,-1,"0600-0659",825,803,-22,0,0,-2,"0800-0859",0,0,834,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",68719506105,"2021-01-02T14:01:00.000+0000","2021010212","2021-01-02T12:01:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000",35,47,42,29.85,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:25:00.000+0000","104.0","2021-01-01T21:16:00.000+0000","82.0","2021-01-01T23:45:00.000+0000",856,1,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T13:58:00.000+0000","2021-01-02T13:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.025922698918111255,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","WN",19393,"N452WN",14057,"OR",13232,"MDW","IL",610,606,-4,0,0,-1,"0600-0659",1205,1208,3,3,0,0,"1200-1259",0,0,1751,8,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",231929399144,"2021-01-02T14:10:00.000+0000","2021010212","2021-01-02T12:10:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-02T05:53:00","FM-15","7","0.0","BR:1 ||","2021-01-02T11:53:00.000+0000",29,32,31,29.38,330,11,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T18:05:00.000+0000","0.0","2021-01-02T02:40:00.000+0000","0.0","2021-01-02T04:25:00.000+0000",585,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:06:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.011854452744306992,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8663A",14057,"OR",11292,"DEN","CO",615,617,2,2,0,0,"0600-0659",940,924,-16,0,0,-2,"0900-0959",0,0,991,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",77310327162,"2021-01-02T14:15:00.000+0000","2021010212","2021-01-02T12:15:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-02T04:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000",16,27,23,24.52,220,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:40:00.000+0000","12.0","2021-01-02T02:55:00.000+0000","5.0","2021-01-02T05:40:00.000+0000",515,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:17:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.04989895874421001,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8626B",14057,"OR",12889,"LAS","NV",625,621,-4,0,0,-1,"0600-0659",835,808,-27,0,0,-2,"0800-0859",0,0,763,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",257698213004,"2021-01-02T14:25:00.000+0000","2021010212","2021-01-02T12:25:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-02T03:56:00","FM-15","7","0.0",null,"2021-01-02T11:56:00.000+0000",21,38,32,27.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:35:00.000+0000","0.0","2021-01-02T02:30:00.000+0000","0.0","2021-01-02T04:05:00.000+0000",620,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:21:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.024255567547980073,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","QX",19687,"N648QX",14057,"OR",14747,"SEA","WA",630,624,-6,0,0,-1,"0600-0659",730,711,-19,0,0,-2,"0700-0759",0,0,129,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",188978755280,"2021-01-02T14:30:00.000+0000","2021010212","2021-01-02T12:30:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-02T03:53:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-01-02T11:53:00.000+0000",43,49,46,29.38,180,18,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T15:30:00.000+0000","0.0","2021-01-02T04:15:00.000+0000","0.0","2021-01-02T05:06:00.000+0000",564,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:24:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.024352086269695063,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","QX",19687,"N631QX",14057,"OR",14679,"SAN","CA",630,624,-6,0,0,-1,"0600-0659",858,833,-25,0,0,-2,"0800-0859",0,0,933,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",163208864602,"2021-01-02T14:30:00.000+0000","2021010212","2021-01-02T12:30:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-02T03:51:00","FM-15","7","0.0",null,"2021-01-02T11:51:00.000+0000",38,47,43,30.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:58:00.000+0000","12.0","2021-01-02T03:40:00.000+0000","3.0","2021-01-02T05:49:00.000+0000",521,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:24:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.010015606381076984,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","DL",19790,"N825DN",14057,"OR",13487,"MSP","MN",630,624,-6,0,0,-1,"0600-0659",1135,1128,-7,0,0,-1,"1100-1159",0,0,1426,6,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",231928466376,"2021-01-02T14:30:00.000+0000","2021010212","2021-01-02T12:30:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-02T05:53:00","FM-15","7","0.0","BR:1 ||","2021-01-02T11:53:00.000+0000",9,11,11,29.17,220,6,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T17:35:00.000+0000","0.0","2021-01-01T16:55:00.000+0000","0.0","2021-01-01T20:40:00.000+0000",1070,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:24:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.02390247119715781,0],["2021-01-02T14:00:00.000+0000","PDX",1,2,6,"2021-01-02 00:00:00","DL",19790,"N823DN",14057,"OR",10397,"ATL","GA",630,625,-5,0,0,-1,"0600-0659",1350,1407,17,17,1,1,"1300-1359",0,0,2172,9,0,0,17,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",17180969160,"2021-01-02T14:30:00.000+0000","2021010212","2021-01-02T12:30:00.000+0000","2021010211","2021010210","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-02T03:53:00","FM-15","7","0.0",null,"2021-01-02T11:53:00.000+0000","2021010211",43,49,46,29.86,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-02T07:23:00","FM-16","7","0.0",null,"2021-01-02T12:23:00.000+0000",52,55,53,28.94,250,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T18:50:00.000+0000","0.0","2021-01-01T14:40:00.000+0000","0.0","2021-01-01T19:59:00.000+0000",1111,0,5.178571428571429,0.07142857142857142,9.625,0.125,0,0,0,0,"2021-01-02T14:25:00.000+0000","2021-01-02T14:00:00.000+0000",11,14,0,0,null,0,0,null,0,0,null,3,3,1,3,5,0.6,7,8,0.875,9,10,0.9,10,11,0.9090909090909091,12,13,0.9230769230769231,17,18,0.9444444444444444,22,25,0.88,27,30,0.9,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.00798001234087441,0.06086473773696765,0],["2021-01-02T14:00:00.000+0000","RDM",1,2,6,"2021-01-02 00:00:00","OO",20304,"N764SK",14489,"OR",14107,"PHX","AZ",605,559,-6,0,0,-1,"0600-0659",948,916,-32,0,0,-2,"0900-0959",0,0,893,4,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",1708,"2021-01-02T14:05:00.000+0000","2021010212","2021-01-02T12:05:00.000+0000","2021010211","2021010210","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-02T03:56:00","FM-15","7","0.0",null,"2021-01-02T11:56:00.000+0000","2021010211",29,40,35,26.79,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-02T04:51:00","FM-15","7","0.0",null,"2021-01-02T11:51:00.000+0000",25,41,35,29.03,90,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:48:00.000+0000","0.0","2021-01-02T01:41:00.000+0000","0.0","2021-01-02T04:29:00.000+0000",576,0,0,0,0,0,0,0,0,0,"2021-01-02T13:59:00.000+0000","2021-01-02T13:00:00.000+0000",3,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,1,1,1,1,1,1,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.0011494627556957319,0.02722961443343419,0],["2021-01-02T14:00:00.000+0000","RDM",1,2,6,"2021-01-02 00:00:00","OO",20304,"N809SK",14489,"OR",14869,"SLC","UT",615,600,-15,0,0,-1,"0600-0659",901,833,-28,0,0,-2,"0900-0959",0,0,525,3,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",60129862232,"2021-01-02T14:15:00.000+0000","2021010212","2021-01-02T12:15:00.000+0000","2021010211","2021010210","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-02T03:56:00","FM-15","7","0.0",null,"2021-01-02T11:56:00.000+0000","2021010211",29,40,35,26.79,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-02T04:54:00","FM-15","7","0.0",null,"2021-01-02T11:54:00.000+0000",20,27,25,25.86,150,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T16:01:00.000+0000","0.0","2021-01-02T04:00:00.000+0000","23.0","2021-01-02T05:44:00.000+0000",511,0,0,0,0,0,0,0,0,0,"2021-01-02T14:00:00.000+0000","2021-01-02T14:00:00.000+0000",3,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,1,1,1,1,1,1,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.0011494627556957319,0.023389003800428514,0],["2021-01-02T14:00:00.000+0000","RDM",1,2,6,"2021-01-02 00:00:00","QX",19687,"N400QX",14489,"OR",14747,"SEA","WA",630,616,-14,0,0,-1,"0600-0659",752,736,-16,0,0,-2,"0700-0759",0,0,228,1,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",197569026297,"2021-01-02T14:30:00.000+0000","2021010212","2021-01-02T12:30:00.000+0000","2021010211","2021010210","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-02T03:56:00","FM-15","7","0.0",null,"2021-01-02T11:56:00.000+0000","2021010211",29,40,35,26.79,190,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-02T03:53:00","FM-15","7","0.01","-RA:02 |RA |RA","2021-01-02T11:53:00.000+0000",43,49,46,29.38,180,18,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T15:52:00.000+0000","0.0","2021-01-02T01:55:00.000+0000","0.0","2021-01-02T03:00:00.000+0000",690,0,0,0,0,0,0,0,0,0,"2021-01-02T14:16:00.000+0000","2021-01-02T14:00:00.000+0000",3,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,1,1,1,1,1,1,887,478,617,641,685,737,797,852,930,1171,1642,2093,2652,0.0011494627556957319,0.024352086269695063,0],["2021-01-02T17:00:00.000+0000","ILM",1,2,6,"2021-01-02 00:00:00","OH",20397,"N605NN",12323,"NC",11057,"CLT","NC",1251,1348,57,57,1,3,"1200-1259",1403,1453,50,50,1,3,"1400-1459",0,0,185,1,7,0,0,0,43,2021,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York",77309655298,"2021-01-02T17:51:00.000+0000","2021010215","2021-01-02T15:51:00.000+0000","2021010214","2021010213","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","7.0","34.26678","-77.89987","2021-01-02T10:51:00","FM-16","6","0.0",null,"2021-01-02T15:51:00.000+0000","2021010215",64,70,66,30.01,250,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T10:30:00","FM-16","7","0.0","BC:3 FG:2 |FG |","2021-01-02T15:30:00.000+0000",50,51,50,29.23,240,7,1,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-02T19:03:00.000+0000","0.0","2021-01-02T16:20:00.000+0000","0.0","2021-01-02T17:21:00.000+0000",30,0,1.5,0,1.5,0,3,0,0,0,"2021-01-02T18:48:00.000+0000","2021-01-02T18:00:00.000+0000",0,1,1,0,null,1,1,1,2,3,0.6666666666666666,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,800,887,1665,2279,2757,2896,2920,2964,3016,3076,3131,3209,3450,0.0009797402021951953,0.03797957033883184,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N530EA",11057,"NC",14576,"ROC","NY",1500,1457,-3,0,0,-1,"1500-1559",1653,1653,0,0,0,0,"1600-1659",0,0,573,3,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",85899947531,"2021-01-02T20:00:00.000+0000","2021010218","2021-01-02T18:00:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KROC","ROC","Greater Rochester International Airport","Rochester","New York","US",559,43.1189002991,-77.6724014282,"America/New_York","72529014768","ROCHESTER GREATER INTERNATIONAL, NY US","164.5","43.11723","-77.67539","2021-01-02T12:54:00","FM-15","7","0.0",null,"2021-01-02T17:54:00.000+0000",31,35,33,29.41,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:53:00.000+0000","15.0","2021-01-02T13:02:00.000+0000","0.0","2021-01-02T15:15:00.000+0000",285,1,6.666666666666667,0.08974358974358974,5.868421052631579,0.08552631578947369,6.833333333333333,0.11904761904761904,9.176470588235293,0.11764705882352941,"2021-01-02T19:57:00.000+0000","2021-01-02T19:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.0012451969347146627,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","AA",19805,"N538UW",11057,"NC",14107,"PHX","AZ",1500,1458,-2,0,0,-1,"1500-1559",1744,1729,-15,0,0,-1,"1700-1759",0,0,1773,8,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",17180357711,"2021-01-02T20:00:00.000+0000","2021010218","2021-01-02T18:00:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-02T10:51:00","FM-15","7","0.0",null,"2021-01-02T17:51:00.000+0000",21,52,40,29.09,80,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:44:00.000+0000","0.0","2021-01-02T14:15:00.000+0000","0.0","2021-01-02T18:54:00.000+0000",66,0,6.666666666666667,0.08974358974358974,5.868421052631579,0.08552631578947369,6.833333333333333,0.11904761904761904,9.176470588235293,0.11764705882352941,"2021-01-02T19:58:00.000+0000","2021-01-02T19:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.02722961443343419,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N594NN",11057,"NC",11278,"DCA","VA",1501,1455,-6,0,0,-1,"1500-1559",1624,1606,-18,0,0,-2,"1600-1659",0,0,331,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",206158855433,"2021-01-02T20:01:00.000+0000","2021010218","2021-01-02T18:01:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000",44,54,49,29.9,90,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:24:00.000+0000","18.0","2021-01-02T16:35:00.000+0000","0.0","2021-01-02T19:00:00.000+0000",61,1,6.591194968553459,0.0880503144654088,5.921052631578948,0.08552631578947369,6.689655172413793,0.11494252873563218,8.2,0.1,"2021-01-02T19:55:00.000+0000","2021-01-02T19:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.007804133218819671,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N605NN",11057,"NC",13360,"MLB","FL",1504,1523,19,19,1,1,"1500-1559",1648,1703,15,15,1,1,"1600-1659",0,0,490,2,0,0,0,0,15,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",206159257532,"2021-01-02T20:04:00.000+0000","2021010218","2021-01-02T18:04:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMLB","MLB","Melbourne International Airport","Melbourne","Florida","US",33,28.1028003693,-80.6453018188,"America/New_York","72204012838","MELBOURNE INTERNATIONAL AIRPORT, FL US","6.7","28.09969","-80.6356","2021-01-02T13:00:00","FM-16","7","0.0",null,"2021-01-02T18:00:00.000+0000",71,81,74,30.07,190,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:48:00.000+0000","57.0","2021-01-02T17:51:00.000+0000","0.0","2021-01-02T19:03:00.000+0000",61,1,6.55,0.0875,5.882352941176471,0.08496732026143791,6.613636363636363,0.11363636363636363,7.809523809523809,0.09523809523809523,"2021-01-02T20:23:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.0005356156879449122,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","AA",19805,"N823AW",11057,"NC",10721,"BOS","MA",1504,1501,-3,0,0,-1,"1500-1559",1716,1703,-13,0,0,-1,"1700-1759",0,0,728,3,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",120260165684,"2021-01-02T20:04:00.000+0000","2021010218","2021-01-02T18:04:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-02T12:54:00","FM-15","7","0.0",null,"2021-01-02T17:54:00.000+0000",37,39,38,29.64,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T22:16:00.000+0000","0.0","2020-12-31T11:18:00.000+0000","0.0","2020-12-31T13:23:00.000+0000",3281,0,6.55,0.0875,5.882352941176471,0.08496732026143791,6.613636363636363,0.11363636363636363,7.809523809523809,0.09523809523809523,"2021-01-02T20:01:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.012432786085475737,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N562NN",11057,"NC",12264,"IAD","VA",1504,1457,-7,0,0,-1,"1500-1559",1629,1616,-13,0,0,-1,"1600-1659",0,0,322,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",42949759869,"2021-01-02T20:04:00.000+0000","2021010218","2021-01-02T18:04:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000",40,56,48,29.61,310,22,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:29:00.000+0000","0.0","2021-01-02T11:00:00.000+0000","0.0","2021-01-02T13:20:00.000+0000",404,0,6.55,0.0875,5.882352941176471,0.08496732026143791,6.613636363636363,0.11363636363636363,7.809523809523809,0.09523809523809523,"2021-01-02T19:57:00.000+0000","2021-01-02T19:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.00909745843772686,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","AA",19805,"N182UW",11057,"NC",14100,"PHL","PA",1505,1459,-6,0,0,-1,"1500-1559",1645,1643,-2,0,0,-1,"1600-1659",0,0,449,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",51540013883,"2021-01-02T20:05:00.000+0000","2021010218","2021-01-02T18:05:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-02T12:54:00","FM-15","7","0.0",null,"2021-01-02T17:54:00.000+0000",39,53,46,29.87,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:45:00.000+0000","0.0","2021-01-02T14:45:00.000+0000","0.0","2021-01-02T18:36:00.000+0000",89,0,6.469135802469136,0.08641975308641975,5.806451612903226,0.08387096774193549,6.466666666666667,0.1111111111111111,7.130434782608695,0.08695652173913043,"2021-01-02T19:59:00.000+0000","2021-01-02T19:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.014371656062937348,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","AA",19805,"N914UY",11057,"NC",12889,"LAS","NV",1505,1502,-3,0,0,-1,"1500-1559",1707,1642,-25,0,0,-2,"1700-1759",0,0,1916,8,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",17181148916,"2021-01-02T20:05:00.000+0000","2021010218","2021-01-02T18:05:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-02T09:56:00","FM-15","7","0.0",null,"2021-01-02T17:56:00.000+0000",22,45,36,27.97,190,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:07:00.000+0000","0.0","2021-01-02T16:57:00.000+0000","0.0","2021-01-02T18:49:00.000+0000",76,0,6.469135802469136,0.08641975308641975,5.806451612903226,0.08387096774193549,6.466666666666667,0.1111111111111111,7.130434782608695,0.08695652173913043,"2021-01-02T20:02:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.024255567547980073,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N602NN",11057,"NC",11042,"CLE","OH",1508,1506,-2,0,0,-1,"1500-1559",1653,1635,-18,0,0,-2,"1600-1659",0,0,430,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",111670320980,"2021-01-02T20:08:00.000+0000","2021010218","2021-01-02T18:08:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-02T12:51:00","FM-15","7","0.0",null,"2021-01-02T17:51:00.000+0000",33,36,35,29.19,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:53:00.000+0000","0.0","2021-01-02T16:42:00.000+0000","0.0","2021-01-02T19:23:00.000+0000",45,0,6.429447852760736,0.08588957055214724,5.769230769230769,0.08333333333333333,6.53932584269663,0.11235955056179775,6.833333333333333,0.08333333333333333,"2021-01-02T20:06:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.005491243843251518,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N527EA",11057,"NC",13931,"ORF","VA",1510,1503,-7,0,0,-1,"1500-1559",1624,1631,7,7,0,0,"1600-1659",0,0,290,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",34360335879,"2021-01-02T20:10:00.000+0000","2021010218","2021-01-02T18:10:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-02T12:51:00","FM-15","7","0.0",null,"2021-01-02T17:51:00.000+0000",51,60,55,29.94,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:24:00.000+0000","0.0","2021-01-02T16:42:00.000+0000","0.0","2021-01-02T18:15:00.000+0000",115,0,6.295857988165681,0.08875739644970414,5.654320987654321,0.08641975308641975,6.294736842105263,0.11578947368421053,6,0.1,"2021-01-02T20:03:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.0029396923012835257,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N603NN",11057,"NC",15624,"VPS","FL",1510,1503,-7,0,0,-1,"1500-1559",1603,1544,-19,0,0,-2,"1600-1659",0,0,460,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",60129994123,"2021-01-02T20:10:00.000+0000","2021010218","2021-01-02T18:10:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KVPS","VPS","Eglin Air Force Base","Valparaiso","Florida","US",87,30.4832000732,-86.5253982544,"America/Chicago","72221013858","VALPARAISO EGLIN AFB, FL US","20.1","30.48333","-86.51667","2021-01-02T11:56:00","FM-15","7","0.0",null,"2021-01-02T17:56:00.000+0000",57,60,58,29.94,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T22:03:00.000+0000","14.0","2021-01-02T18:05:00.000+0000","0.0","2021-01-02T19:25:00.000+0000",45,0,6.295857988165681,0.08875739644970414,5.654320987654321,0.08641975308641975,6.294736842105263,0.11578947368421053,6,0.1,"2021-01-02T20:03:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.0017868353284950169,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","YX",20452,"N128HQ",11057,"NC",15249,"TLH","FL",1519,1514,-5,0,0,-1,"1500-1559",1657,1707,10,10,0,0,"1600-1659",0,0,386,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",51539700366,"2021-01-02T20:19:00.000+0000","2021010218","2021-01-02T18:19:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","17.1","30.39354","-84.35136","2021-01-02T12:53:00","FM-15","7","0.46","RA:02 BR:1 |RA |RA","2021-01-02T17:53:00.000+0000",67,67,67,29.96,0,0,2,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:57:00.000+0000","17.0","2021-01-02T18:05:00.000+0000","0.0","2021-01-02T19:34:00.000+0000",45,1,6.271186440677966,0.0903954802259887,5.658823529411765,0.08823529411764706,6.336633663366337,0.1188118811881188,5.918918918918919,0.10810810810810811,"2021-01-02T20:14:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.0009209840299273285,0],["2021-01-02T20:00:00.000+0000","CLT",1,2,6,"2021-01-02 00:00:00","OH",20397,"N575NN",11057,"NC",11193,"CVG","KY",1524,1546,22,22,1,1,"1500-1559",1650,1656,6,6,0,0,"1600-1659",0,0,335,2,0,0,0,0,0,2021,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York",197569028366,"2021-01-02T20:24:00.000+0000","2021010218","2021-01-02T18:24:00.000+0000","2021010217","2021010216","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000","2021010217",52,55,53,29.2,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-01-02T12:52:00","FM-15","7","0.0",null,"2021-01-02T17:52:00.000+0000",31,38,35,29.1,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T21:50:00.000+0000","0.0","2021-01-02T18:08:00.000+0000","0.0","2021-01-02T19:35:00.000+0000",49,0,6.404371584699454,0.09836065573770492,5.91907514450867,0.09826589595375723,6.5607476635514015,0.1308411214953271,6.534883720930233,0.13953488372093023,"2021-01-02T20:46:00.000+0000","2021-01-02T20:00:00.000+0000",16,13,19,14,1.3571428571428572,75,75,1,80,81,0.9876543209876543,139,138,1.0072463768115942,142,140,1.0142857142857142,149,149,1,153,153,1,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,154,153,1.0065359477124183,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.03797957033883184,0.005686467422394725,0],["2021-01-02T20:00:00.000+0000","FAT",1,2,6,"2021-01-02 00:00:00","AA",19805,"N703UW",11638,"CA",11298,"DFW","TX",1213,1207,-6,0,0,-1,"1200-1259",1726,1707,-19,0,0,-2,"1700-1759",0,0,1313,6,0,0,0,0,0,2021,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles",180389923570,"2021-01-02T20:13:00.000+0000","2021010218","2021-01-02T18:13:00.000+0000","2021010217","2021010216","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-01-02T09:53:00","FM-15","7","0.0",null,"2021-01-02T17:53:00.000+0000","2021010217",39,49,44,29.95,110,5,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-02T11:53:00","FM-15","7","0.0",null,"2021-01-02T17:53:00.000+0000",29,48,40,29.52,null,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T23:26:00.000+0000","0.0","2021-01-02T15:09:00.000+0000","0.0","2021-01-02T18:57:00.000+0000",76,0,12.5,0.3333333333333333,12.5,0.3333333333333333,4.333333333333333,0.16666666666666666,0,0,"2021-01-02T20:07:00.000+0000","2021-01-02T20:00:00.000+0000",3,3,1,2,0.5,5,4,1.25,6,7,0.8571428571428571,12,11,1.0909090909090908,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.001898233648336071,0.05317469890719319,0],["2021-01-02T20:00:00.000+0000","FAT",1,2,6,"2021-01-02 00:00:00","OO",20304,"N177SY",11638,"CA",14747,"SEA","WA",1225,1221,-4,0,0,-1,"1200-1259",1443,1445,2,2,0,0,"1400-1459",0,0,748,3,0,0,0,0,0,2021,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles",249108104829,"2021-01-02T20:25:00.000+0000","2021010218","2021-01-02T18:25:00.000+0000","2021010217","2021010216","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-01-02T09:53:00","FM-15","7","0.0",null,"2021-01-02T17:53:00.000+0000","2021010217",39,49,44,29.95,110,5,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-02T09:53:00","FM-15","7","0.02","-RA:02 |RA |RA","2021-01-02T17:53:00.000+0000",44,48,46,29.36,180,17,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T22:43:00.000+0000","0.0","2021-01-02T17:35:00.000+0000","0.0","2021-01-02T19:41:00.000+0000",44,0,12.5,0.3333333333333333,12.5,0.3333333333333333,4.333333333333333,0.16666666666666666,0,0,"2021-01-02T20:21:00.000+0000","2021-01-02T20:00:00.000+0000",3,3,1,2,0.5,5,4,1.25,6,7,0.8571428571428571,12,11,1.0909090909090908,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.001898233648336071,0.024352086269695063,0],["2021-01-02T20:00:00.000+0000","FAT",1,2,6,"2021-01-02 00:00:00","OO",20304,"N625CA",11638,"CA",14869,"SLC","UT",1253,1247,-6,0,0,-1,"1200-1259",1534,1534,0,0,0,0,"1500-1559",0,0,501,3,0,0,0,0,0,2021,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles",231928853056,"2021-01-02T20:53:00.000+0000","2021010218","2021-01-02T18:53:00.000+0000","2021010217","2021010216","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-01-02T10:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-02T18:53:00.000+0000","2021010218",40,51,46,29.95,0,0,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-02T10:54:00","FM-15","7","0.0",null,"2021-01-02T17:54:00.000+0000",19,31,27,25.89,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-02T22:34:00.000+0000","0.0","2021-01-02T18:10:00.000+0000","0.0","2021-01-02T20:03:00.000+0000",50,0,12.5,0.3333333333333333,12.5,0.3333333333333333,2.2,0,0,0,"2021-01-02T20:47:00.000+0000","2021-01-02T20:00:00.000+0000",3,3,1,2,0.5,5,4,1.25,6,7,0.8571428571428571,12,11,1.0909090909090908,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,985,800,1829,2660,3547,4325,4939,5417,5556,5580,5624,5676,5736,0.001898233648336071,0.023389003800428514,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N217JC",10693,"TN",11066,"CMH","OH",1700,1729,29,29,1,1,"1700-1759",1915,1940,25,25,1,1,"1900-1959",0,0,337,2,8,0,0,0,17,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",111670169937,"2021-01-02T23:00:00.000+0000","2021010221","2021-01-02T21:00:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCMH","CMH","Port Columbus International Airport","Columbus","Ohio","US",815,39.9980010986,-82.8918991089,"America/New_York","72428014821","JOHN GLENN INTERNATIONAL AIRPORT, OH US","246.8","39.99068","-82.87703","2021-01-02T15:51:00","FM-15","7","0.0",null,"2021-01-02T20:51:00.000+0000",34,39,37,29.18,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:15:00.000+0000","16.0","2021-01-02T19:55:00.000+0000","0.0","2021-01-02T22:20:00.000+0000",40,1,7.541284403669724,0.1743119266055046,4.396825396825397,0.14285714285714285,4.555555555555555,0.18518518518518517,4.2727272727272725,0.18181818181818182,"2021-01-02T23:29:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.005180809403871019,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","OO",20304,"N120SY",10693,"TN",13930,"ORD","IL",1701,1700,-1,0,0,-1,"1700-1759",1854,1835,-19,0,0,-2,"1800-1859",0,0,409,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",120260188792,"2021-01-02T23:01:00.000+0000","2021010221","2021-01-02T21:01:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-02T14:51:00","FM-15","7","0.0","BR:1 ||","2021-01-02T20:51:00.000+0000",29,35,33,29.31,90,6,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:54:00.000+0000","3.0","2021-01-02T20:25:00.000+0000","0.0","2021-01-02T22:25:00.000+0000",36,0,7.541284403669724,0.1743119266055046,4.467741935483871,0.14516129032258066,4.555555555555555,0.18518518518518517,4.5,0.2,"2021-01-02T23:00:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.03551113735875623,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8693A",10693,"TN",12889,"LAS","NV",1710,1748,38,38,1,2,"1700-1759",1920,1943,23,23,1,1,"1900-1959",0,0,1587,7,0,0,0,0,23,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",570367,"2021-01-02T23:10:00.000+0000","2021010221","2021-01-02T21:10:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-02T12:56:00","FM-15","7","0.0",null,"2021-01-02T20:56:00.000+0000",22,51,39,27.92,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T03:20:00.000+0000","53.0","2021-01-02T20:35:00.000+0000","0.0","2021-01-02T22:05:00.000+0000",65,1,7.891891891891892,0.18018018018018017,5.171875,0.15625,6.321428571428571,0.21428571428571427,8.25,0.25,"2021-01-02T23:48:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.024255567547980073,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N284WN",10693,"TN",13204,"MCO","FL",1720,1726,6,6,0,0,"1700-1759",2010,2024,14,14,0,0,"2000-2059",0,0,616,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",25770678028,"2021-01-02T23:20:00.000+0000","2021010221","2021-01-02T21:20:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",66,79,71,29.94,180,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:10:00.000+0000","13.0","2021-01-02T20:50:00.000+0000","0.0","2021-01-02T22:50:00.000+0000",30,0,7.821428571428571,0.17857142857142858,5.171875,0.15625,6.103448275862069,0.20689655172413793,7.615384615384615,0.23076923076923078,"2021-01-02T23:26:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.021278235025477266,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","MQ",20398,"N211NN",10693,"TN",11298,"DFW","TX",1721,1721,0,0,0,0,"1700-1759",1944,1934,-10,0,0,-1,"1900-1959",0,0,631,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",42950982915,"2021-01-02T23:21:00.000+0000","2021010221","2021-01-02T21:21:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",29,54,43,29.45,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:44:00.000+0000","0.0","2021-01-02T20:36:00.000+0000","0.0","2021-01-02T22:25:00.000+0000",56,0,7.821428571428571,0.17857142857142858,5.171875,0.15625,6.321428571428571,0.21428571428571427,8.25,0.25,"2021-01-02T23:21:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.05317469890719319,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","YX",20452,"N233JQ",10693,"TN",11433,"DTW","MI",1724,1720,-4,0,0,-1,"1700-1759",2000,1951,-9,0,0,-1,"2000-2059",0,0,456,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",60130287843,"2021-01-02T23:24:00.000+0000","2021010221","2021-01-02T21:24:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",31,35,33,29.39,40,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:00:00.000+0000","0.0","2021-01-02T20:45:00.000+0000","0.0","2021-01-02T22:33:00.000+0000",51,0,7.821428571428571,0.17857142857142858,5.253968253968254,0.15873015873015872,6.321428571428571,0.21428571428571427,8.25,0.25,"2021-01-02T23:20:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.02546134919761326,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","YX",20452,"N442YX",10693,"TN",13303,"MIA","FL",1730,1736,6,6,0,0,"1700-1759",2048,2102,14,14,0,0,"2000-2059",0,0,806,4,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",94489797125,"2021-01-02T23:30:00.000+0000","2021010221","2021-01-02T21:30:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",67,79,71,30.08,160,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:48:00.000+0000","0.0","2021-01-02T20:33:00.000+0000","0.0","2021-01-02T23:00:00.000+0000",30,0,7.991304347826087,0.1826086956521739,5.666666666666667,0.16666666666666666,7.096774193548387,0.22580645161290322,10.923076923076923,0.3076923076923077,"2021-01-02T23:36:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.011631323396790074,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","YX",20452,"N815MD",10693,"TN",12953,"LGA","NY",1730,1724,-6,0,0,-1,"1700-1759",2045,2017,-28,0,0,-2,"2000-2059",0,0,764,4,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",111669583040,"2021-01-02T23:30:00.000+0000","2021010221","2021-01-02T21:30:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-01-02T15:51:00","FM-15","7","0.0",null,"2021-01-02T20:51:00.000+0000",30,48,40,29.89,300,24,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:45:00.000+0000","8.0","2021-01-02T19:50:00.000+0000","0.0","2021-01-02T22:30:00.000+0000",60,0,7.991304347826087,0.1826086956521739,5.666666666666667,0.16666666666666666,7.096774193548387,0.22580645161290322,10.923076923076923,0.3076923076923077,"2021-01-02T23:24:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.009699126198496767,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N412WN",10693,"TN",11697,"FLL","FL",1745,1755,10,10,0,0,"1700-1759",2100,2112,12,12,0,0,"2100-2159",0,0,793,4,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",120259694651,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",68,80,72,30.08,160,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T02:00:00.000+0000","17.0","2021-01-02T21:20:00.000+0000","0.0","2021-01-02T23:00:00.000+0000",45,1,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-02T23:55:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.014253267169950753,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8536Z",10693,"TN",14908,"SNA","CA",1745,1809,24,24,1,1,"1700-1759",2020,2022,2,2,0,0,"2000-2059",0,0,1772,8,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",60130875577,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-02T12:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",49,63,55,30.16,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T04:20:00.000+0000","2.0","2021-01-02T19:55:00.000+0000","0.0","2021-01-02T22:55:00.000+0000",50,0,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-03T00:09:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.004759288065263952,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","DL",19790,"N355NB",10693,"TN",12892,"LAX","CA",1745,1739,-6,0,0,-1,"1700-1759",2020,2004,-16,0,0,-2,"2000-2059",0,0,1797,8,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",214748897072,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-02T12:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",50,60,55,29.87,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T04:20:00.000+0000","0.0","2021-01-02T18:25:00.000+0000","0.0","2021-01-02T22:11:00.000+0000",94,0,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-02T23:39:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.025922698918111255,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N7844A",10693,"TN",14193,"PNS","FL",1745,1811,26,26,1,1,"1700-1759",1905,1933,28,28,1,1,"1900-1959",0,0,391,2,26,0,2,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",206158770714,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPNS","PNS","Pensacola Regional Airport","Pensacola","Florida","US",121,30.473400116,-87.1865997314,"America/Chicago","72222313899","PENSACOLA REGIONAL AIRPORT, FL US","34.1","30.4781","-87.1869","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",52,63,57,29.87,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:05:00.000+0000","0.0","2021-01-02T19:05:00.000+0000","0.0","2021-01-02T22:50:00.000+0000",55,0,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-03T00:11:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.0021150100062527796,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N7730A",10693,"TN",13851,"OKC","OK",1745,1826,41,41,1,2,"1700-1759",1945,2005,20,20,1,1,"1900-1959",0,0,616,3,20,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",128849147834,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-02T14:52:00","FM-15","7","0.0",null,"2021-01-02T20:52:00.000+0000",33,41,38,28.64,190,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:45:00.000+0000","0.0","2021-01-02T21:55:00.000+0000","0.0","2021-01-02T23:35:00.000+0000",10,0,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-03T00:26:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.003339086680379341,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N487WN",10693,"TN",11259,"DAL","TX",1745,1854,69,69,1,4,"1700-1759",1950,2048,58,58,1,3,"1900-1959",0,0,623,3,2,0,0,0,56,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",197568923650,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",30,53,43,29.57,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:50:00.000+0000","65.0","2021-01-02T21:45:00.000+0000","0.0","2021-01-02T23:05:00.000+0000",40,1,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-03T00:54:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.009997078614003872,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8503A",10693,"TN",10423,"AUS","TX",1745,1759,14,14,0,0,"1700-1759",2010,2011,1,1,0,0,"2000-2059",0,0,756,4,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",662237,"2021-01-02T23:45:00.000+0000","2021010221","2021-01-02T21:45:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",24,64,47,29.59,280,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T02:10:00.000+0000","11.0","2021-01-02T20:40:00.000+0000","0.0","2021-01-02T23:00:00.000+0000",45,0,8.474576271186441,0.1864406779661017,6.951612903225806,0.1774193548387097,8.838709677419354,0.22580645161290322,15.23076923076923,0.3076923076923077,"2021-01-02T23:59:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.007176700711664457,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8519R",10693,"TN",11292,"DEN","CO",1750,1830,40,40,1,2,"1700-1759",1945,2005,20,20,1,1,"1900-1959",0,0,1014,5,9,0,0,0,11,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",231929020169,"2021-01-02T23:50:00.000+0000","2021010221","2021-01-02T21:50:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-02T13:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",6,51,35,24.39,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T02:45:00.000+0000","16.0","2021-01-02T21:30:00.000+0000","0.0","2021-01-02T23:05:00.000+0000",45,1,8.474576271186441,0.1864406779661017,7.15,0.18333333333333332,9.133333333333333,0.23333333333333334,16.5,0.3333333333333333,"2021-01-03T00:30:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.04989895874421001,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N716SW",10693,"TN",11481,"ECP","FL",1750,1759,9,9,0,0,"1700-1759",1910,1924,14,14,0,0,"1900-1959",0,0,401,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",171799179342,"2021-01-02T23:50:00.000+0000","2021010221","2021-01-02T21:50:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KECP","ECP","Northwest Florida Beaches International Airport","Panama City Beach","Florida","US",69,30.3417,-85.7973,"America/New_York","72073573805","NORTHWEST FLORIDA BEACHES INTERNATIONAL AIRPORT, FL US","17.1","30.34869","-85.78835","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",59,61,60,29.93,260,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:10:00.000+0000","0.0","2021-01-02T21:00:00.000+0000","0.0","2021-01-02T23:00:00.000+0000",50,0,8.474576271186441,0.1864406779661017,7.15,0.18333333333333332,9.133333333333333,0.23333333333333334,16.5,0.3333333333333333,"2021-01-02T23:59:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.0015529075395098997,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8653A",10693,"TN",14679,"SAN","CA",1750,1800,10,10,0,0,"1700-1759",2020,2011,-9,0,0,-1,"2000-2059",0,0,1751,8,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",77309498299,"2021-01-02T23:50:00.000+0000","2021010221","2021-01-02T21:50:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",37,52,45,29.34,200,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-02T12:51:00","FM-15","7","0.0",null,"2021-01-02T20:51:00.000+0000",49,65,56,30.21,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T04:20:00.000+0000","0.0","2021-01-02T20:10:00.000+0000","0.0","2021-01-02T22:45:00.000+0000",65,0,8.474576271186441,0.1864406779661017,7.15,0.18333333333333332,9.133333333333333,0.23333333333333334,16.5,0.3333333333333333,"2021-01-03T00:00:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.010015606381076984,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N8682B",10693,"TN",14831,"SJC","CA",1755,1759,4,4,0,0,"1700-1759",2055,2024,-31,0,0,-2,"2000-2059",0,0,1947,8,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",231928804868,"2021-01-02T23:55:00.000+0000","2021010221","2021-01-02T21:55:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T21:53:00.000+0000","2021010221",37,52,45,29.32,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-02T13:53:00","FM-15","7","0.0",null,"2021-01-02T21:53:00.000+0000",45,57,51,30.18,300,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T04:55:00.000+0000","2.0","2021-01-02T21:30:00.000+0000","0.0","2021-01-02T23:05:00.000+0000",50,0,8.474576271186441,0.1864406779661017,7.327586206896552,0.1896551724137931,9.448275862068966,0.2413793103448276,16.5,0.3333333333333333,"2021-01-02T23:59:00.000+0000","2021-01-02T23:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.005429040729677161,0],["2021-01-02T23:00:00.000+0000","BNA",1,2,6,"2021-01-02 00:00:00","WN",19393,"N411WN",10693,"TN",13495,"MSY","LA",1755,1845,50,50,1,3,"1700-1759",1930,2028,58,58,1,3,"1900-1959",0,0,471,2,4,0,8,0,46,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",197569368570,"2021-01-02T23:55:00.000+0000","2021010221","2021-01-02T21:55:00.000+0000","2021010220","2021010219","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T21:53:00.000+0000","2021010221",37,52,45,29.32,270,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T21:53:00.000+0000",41,57,49,30.07,280,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:30:00.000+0000","58.0","2021-01-02T21:25:00.000+0000","0.0","2021-01-02T23:10:00.000+0000",45,1,8.474576271186441,0.1864406779661017,7.327586206896552,0.1896551724137931,9.448275862068966,0.2413793103448276,16.5,0.3333333333333333,"2021-01-03T00:45:00.000+0000","2021-01-03T00:00:00.000+0000",14,20,11,9,1.2222222222222223,20,18,1.1111111111111112,29,25,1.16,35,37,0.9459459459459459,49,47,1.0425531914893618,62,61,1.0163934426229508,74,70,1.0571428571428572,91,91,1,101,103,0.9805825242718447,108,107,1.0093457943925233,108,107,1.0093457943925233,108,107,1.0093457943925233,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.012626243194888033,0.005984135148356346,0],["2021-01-02T23:00:00.000+0000","FAR",1,2,6,"2021-01-02 00:00:00","OO",20304,"N435SW",11637,"ND",11292,"DEN","CO",1725,1828,63,63,1,4,"1700-1759",1837,1924,47,47,1,3,"1800-1859",0,0,627,3,47,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",249108445824,"2021-01-02T23:25:00.000+0000","2021010221","2021-01-02T21:25:00.000+0000","2021010220","2021010219","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",22,28,26,28.8,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-02T13:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000",6,51,35,24.39,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:37:00.000+0000","66.0","2021-01-02T20:55:00.000+0000","0.0","2021-01-02T22:53:00.000+0000",32,1,11.818181818181818,0.2727272727272727,19.6,0.4,1.5,0,0,0,"2021-01-03T00:28:00.000+0000","2021-01-03T00:00:00.000+0000",1,2,1,1,1,2,1,2,3,2,1.5,3,3,1,5,5,1,5,6,0.8333333333333334,7,7,1,8,8,1,10,10,1,11,11,1,11,11,1,11,11,1,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.0012821391281822294,0.04989895874421001,0],["2021-01-02T23:00:00.000+0000","FAR",1,2,6,"2021-01-02 00:00:00","9E",20363,"N331PQ",11637,"ND",13487,"MSP","MN",1735,1730,-5,0,0,-1,"1700-1759",1848,1831,-17,0,0,-2,"1800-1859",0,0,223,1,0,0,0,0,0,2021,"KFAR","FAR","Hector International Airport","Fargo","North Dakota","US",902,46.9207000732,-96.8158035278,"America/Chicago",206158773185,"2021-01-02T23:35:00.000+0000","2021010221","2021-01-02T21:35:00.000+0000","2021010220","2021010219","72753014914","FARGO HECTOR INTERNATIONAL AIRPORT, ND US","272.8","46.92424","-96.81186","2021-01-02T14:53:00","FM-15","7","0.0",null,"2021-01-02T20:53:00.000+0000","2021010220",22,28,26,28.8,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-02T14:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-02T20:53:00.000+0000",18,23,21,29.1,170,6,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:48:00.000+0000","0.0","2021-01-02T21:35:00.000+0000","0.0","2021-01-02T22:45:00.000+0000",50,0,11.818181818181818,0.2727272727272727,19.6,0.4,1.5,0,0,0,"2021-01-02T23:30:00.000+0000","2021-01-02T23:00:00.000+0000",1,2,1,1,1,2,1,2,3,2,1.5,3,3,1,5,5,1,5,6,0.8333333333333334,7,7,1,8,8,1,10,10,1,11,11,1,11,11,1,11,11,1,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.0012821391281822294,0.02390247119715781,0],["2021-01-02T23:00:00.000+0000","JAX",1,2,6,"2021-01-02 00:00:00","DL",19790,"N679DA",12451,"FL",10397,"ATL","GA",1800,1756,-4,0,0,-1,"1800-1859",1918,1853,-25,0,0,-2,"1900-1959",0,0,270,2,0,0,0,0,0,2021,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",51540557426,"2021-01-02T23:00:00.000+0000","2021010221","2021-01-02T21:00:00.000+0000","2021010220","2021010219","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.2","30.49529","-81.69374","2021-01-02T15:56:00","FM-15","7","0.0",null,"2021-01-02T20:56:00.000+0000","2021010220",66,77,70,29.98,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-02T15:52:00","FM-15","7","0.0",null,"2021-01-02T20:52:00.000+0000",53,63,57,28.87,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:18:00.000+0000","0.0","2021-01-02T20:38:00.000+0000","0.0","2021-01-02T21:40:00.000+0000",80,0,4.1891891891891895,0.10810810810810811,7.470588235294118,0.17647058823529413,4.8,0.2,0,0,"2021-01-02T22:56:00.000+0000","2021-01-02T22:00:00.000+0000",4,4,2,2,1,4,4,1,5,5,1,10,9,1.1111111111111112,16,15,1.0666666666666667,17,17,1,19,19,1,26,26,1,31,32,0.96875,35,36,0.9722222222222222,37,37,1,37,37,1,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.003520017426522118,0.06086473773696765,0],["2021-01-02T23:00:00.000+0000","JAX",1,2,6,"2021-01-02 00:00:00","B6",20409,"N339JB",12451,"FL",11618,"EWR","NJ",1800,1821,21,21,1,1,"1800-1859",2006,2017,11,11,0,0,"2000-2059",0,0,820,4,0,0,0,0,0,2021,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",257698987052,"2021-01-02T23:00:00.000+0000","2021010221","2021-01-02T21:00:00.000+0000","2021010220","2021010219","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.2","30.49529","-81.69374","2021-01-02T15:56:00","FM-15","7","0.0",null,"2021-01-02T20:56:00.000+0000","2021010220",66,77,70,29.98,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","1.9","40.68275","-74.16927","2021-01-02T15:51:00","FM-15","7","0.0",null,"2021-01-02T20:51:00.000+0000",32,47,41,29.92,290,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:06:00.000+0000","22.0","2021-01-02T19:40:00.000+0000","0.0","2021-01-02T22:02:00.000+0000",58,1,4.1891891891891895,0.10810810810810811,7.470588235294118,0.17647058823529413,4.8,0.2,0,0,"2021-01-02T23:21:00.000+0000","2021-01-02T23:00:00.000+0000",4,4,2,2,1,4,4,1,5,5,1,10,9,1.1111111111111112,16,15,1.0666666666666667,17,17,1,19,19,1,26,26,1,31,32,0.96875,35,36,0.9722222222222222,37,37,1,37,37,1,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.003520017426522118,0.013779943276424083,0],["2021-01-02T23:00:00.000+0000","JAX",1,2,6,"2021-01-02 00:00:00","B6",20409,"N605JB",12451,"FL",12478,"JFK","NY",1815,1813,-2,0,0,-1,"1800-1859",2030,2009,-21,0,0,-2,"2000-2059",0,0,828,4,0,0,0,0,0,2021,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",188979497499,"2021-01-02T23:15:00.000+0000","2021010221","2021-01-02T21:15:00.000+0000","2021010220","2021010219","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.2","30.49529","-81.69374","2021-01-02T15:56:00","FM-15","7","0.0",null,"2021-01-02T20:56:00.000+0000","2021010220",66,77,70,29.98,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-01-02T15:51:00","FM-15","7","0.0",null,"2021-01-02T20:51:00.000+0000",32,48,41,29.91,320,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:30:00.000+0000","8.0","2021-01-02T19:29:00.000+0000","0.0","2021-01-02T21:54:00.000+0000",81,0,4.1891891891891895,0.10810810810810811,7.470588235294118,0.17647058823529413,4.8,0.2,0,0,"2021-01-02T23:13:00.000+0000","2021-01-02T23:00:00.000+0000",4,4,2,2,1,4,4,1,5,5,1,10,9,1.1111111111111112,16,15,1.0666666666666667,17,17,1,19,19,1,26,26,1,31,32,0.96875,35,36,0.9722222222222222,37,37,1,37,37,1,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.003520017426522118,0.009816762346985915,0],["2021-01-02T23:00:00.000+0000","JAX",1,2,6,"2021-01-02 00:00:00","WN",19393,"N203WN",12451,"FL",10397,"ATL","GA",1815,1806,-9,0,0,-1,"1800-1859",1930,1906,-24,0,0,-2,"1900-1959",0,0,270,2,0,0,0,0,0,2021,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York",180389729138,"2021-01-02T23:15:00.000+0000","2021010221","2021-01-02T21:15:00.000+0000","2021010220","2021010219","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.2","30.49529","-81.69374","2021-01-02T15:56:00","FM-15","7","0.0",null,"2021-01-02T20:56:00.000+0000","2021010220",66,77,70,29.98,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-02T15:52:00","FM-15","7","0.0",null,"2021-01-02T20:52:00.000+0000",53,63,57,28.87,190,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T00:30:00.000+0000","3.0","2021-01-02T20:20:00.000+0000","0.0","2021-01-02T22:15:00.000+0000",60,0,4.1891891891891895,0.10810810810810811,7.470588235294118,0.17647058823529413,4.8,0.2,0,0,"2021-01-02T23:06:00.000+0000","2021-01-02T23:00:00.000+0000",4,4,2,2,1,4,4,1,5,5,1,10,9,1.1111111111111112,16,15,1.0666666666666667,17,17,1,19,19,1,26,26,1,31,32,0.96875,35,36,0.9722222222222222,37,37,1,37,37,1,877,985,1841,2742,3542,4571,5402,6289,7067,7681,8159,8298,8322,0.003520017426522118,0.06086473773696765,0],["2021-01-03T00:00:00.000+0000","HSV",1,2,6,"2021-01-02 00:00:00","9E",20363,"N538CA",12217,"AL",10397,"ATL","GA",1830,1826,-4,0,0,-1,"1800-1859",2030,2037,7,7,0,0,"2000-2059",0,0,151,1,0,0,0,0,0,2021,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago",188978752927,"2021-01-03T00:30:00.000+0000","2021010222","2021-01-02T22:30:00.000+0000","2021010221","2021010220","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.0","34.64406","-86.78615","2021-01-02T15:53:00","FM-15","7","0.0",null,"2021-01-02T21:53:00.000+0000","2021010221",42,55,49,29.27,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-02T16:52:00","FM-15","7","0.0",null,"2021-01-02T21:52:00.000+0000",52,62,56,28.87,160,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T01:30:00.000+0000","0.0","2021-01-02T22:41:00.000+0000","0.0","2021-01-02T23:40:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-03T00:26:00.000+0000","2021-01-03T00:00:00.000+0000",1,1,0,0,null,1,1,1,3,3,1,3,3,1,4,4,1,4,4,1,6,6,1,6,7,0.8571428571428571,9,9,1,9,10,0.9,11,11,1,11,11,1,815,954,1939,2795,3696,4496,5525,6356,7243,8021,8635,9113,9252,0.0011744026963212357,0.06086473773696765,0],["2021-01-03T01:00:00.000+0000","RDM",1,2,6,"2021-01-02 00:00:00","OO",20304,"N294SY",14489,"OR",14747,"SEA","WA",1705,1715,10,10,0,0,"1700-1759",1825,1825,0,0,0,0,"1800-1859",0,0,228,1,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",77309696236,"2021-01-03T01:05:00.000+0000","2021010223","2021-01-02T23:05:00.000+0000","2021010222","2021010221","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-02T14:56:00","FM-15","7","0.0",null,"2021-01-02T22:56:00.000+0000","2021010222",32,48,41,26.72,200,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-02T14:53:00","FM-15","7","0.11","RA:02 BR:1 |RA |RA","2021-01-02T22:53:00.000+0000",44,48,46,29.21,170,23,6,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T02:25:00.000+0000","23.0","2021-01-02T22:27:00.000+0000","0.0","2021-01-03T00:15:00.000+0000",50,1,0.7647058823529411,0,1.8571428571428572,0,2.6,0,4,0,"2021-01-03T01:15:00.000+0000","2021-01-03T01:00:00.000+0000",2,1,1,1,1,4,4,1,5,5,1,6,6,1,6,6,1,7,7,1,7,8,0.875,10,11,0.9090909090909091,13,14,0.9285714285714286,17,17,1,17,17,1,17,17,1,775,921,1875,2860,3716,4617,5417,6446,7277,8164,8942,9556,10034,0.0011494627556957319,0.024352086269695063,0],["2021-01-03T03:00:00.000+0000","SAV",1,2,6,"2021-01-02 00:00:00","B6",20409,"N348JB",14685,"GA",10721,"BOS","MA",2200,2246,46,46,1,3,"2200-2259",7,41,34,34,1,2,"0001-0559",0,0,901,4,4,0,0,0,30,2021,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York",240518595559,"2021-01-03T03:00:00.000+0000","2021010301","2021-01-03T01:00:00.000+0000","2021010300","2021010223","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","8.7","32.13133","-81.2023","2021-01-02T19:53:00","FM-15","7","0.0",null,"2021-01-03T00:53:00.000+0000","2021010300",65,68,66,29.95,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-02T19:54:00","FM-15","7","0.0",null,"2021-01-03T00:54:00.000+0000",26,36,32,29.98,320,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T05:07:00.000+0000","58.0","2021-01-02T23:25:00.000+0000","0.0","2021-01-03T02:04:00.000+0000",56,1,6.076923076923077,0.07692307692307693,3.75,0.08333333333333333,0,0,0,0,"2021-01-03T03:46:00.000+0000","2021-01-03T03:00:00.000+0000",1,1,3,2,1.5,5,4,1.25,6,5,1.2,8,7,1.1428571428571428,11,9,1.2222222222222223,12,11,1.0909090909090908,15,14,1.0714285714285714,18,16,1.125,20,19,1.0526315789473684,22,21,1.0476190476190477,23,23,1,25,25,1,408,815,1692,2613,3567,4552,5408,6309,7109,8138,8969,9856,10634,0.0023906499654914536,0.012432786085475737,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","NK",20416,"N934NK",10721,"MA",13577,"MYR","SC",500,451,-9,0,0,-1,"0001-0559",705,712,7,7,0,0,"0700-0759",0,0,738,3,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",8590873698,"2021-01-03T10:00:00.000+0000","2021010308","2021-01-03T08:00:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMYR","MYR","Myrtle Beach International Airport","Myrtle Beach","South Carolina","US",25,33.6796989441,-78.9282989502,"America/New_York","74791013717","MYRTLE BEACH AFB, SC US","7.6","33.68333","-78.93333","2021-01-03T02:56:00","FM-15","7","0.0","FG:2 |FG |","2021-01-03T07:56:00.000+0000",60,60,60,29.88,150,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-03T12:05:00.000+0000","30.0","2021-01-03T03:45:00.000+0000","17.0","2021-01-03T05:40:00.000+0000",260,1,15.339285714285714,0.21428571428571427,0,0,0,0,0,0,"2021-01-03T09:51:00.000+0000","2021-01-03T09:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.0017306143482059921,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","AA",19805,"N149AN",10721,"MA",13930,"ORD","IL",520,515,-5,0,0,-1,"0001-0559",720,719,-1,0,0,-1,"0700-0759",0,0,867,4,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",231929503929,"2021-01-03T10:20:00.000+0000","2021010308","2021-01-03T08:20:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-03T01:51:00","FM-15","7","0.0","BR:1 ||","2021-01-03T07:51:00.000+0000",28,31,30,29.2,350,7,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T13:20:00.000+0000","0.0","2021-01-03T00:30:00.000+0000","0.0","2021-01-03T03:45:00.000+0000",395,0,14.294117647058824,0.19607843137254902,0,0,0,0,0,0,"2021-01-03T10:15:00.000+0000","2021-01-03T10:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.03551113735875623,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N7880D",10721,"MA",13232,"MDW","IL",525,526,1,1,0,0,"0001-0559",720,703,-17,0,0,-2,"0700-0759",0,0,861,4,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",68719926858,"2021-01-03T10:25:00.000+0000","2021010308","2021-01-03T08:25:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-03T02:07:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-03T08:07:00.000+0000",31,33,32,29.26,0,0,1.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-03T13:20:00.000+0000","5.0","2021-01-03T01:45:00.000+0000","0.0","2021-01-03T04:05:00.000+0000",380,0,14.58,0.2,0,0,0,0,0,0,"2021-01-03T10:26:00.000+0000","2021-01-03T10:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.011854452744306992,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","B6",20409,"N633JB",10721,"MA",14635,"RSW","FL",530,527,-3,0,0,-1,"0001-0559",903,904,1,1,0,0,"0900-0959",0,0,1249,5,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",154619420798,"2021-01-03T10:30:00.000+0000","2021010308","2021-01-03T08:30:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-03T02:53:00","FM-15","7","0.0",null,"2021-01-03T07:53:00.000+0000",65,68,66,30.02,170,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T14:03:00.000+0000","0.0","2021-01-03T02:44:00.000+0000","0.0","2021-01-03T05:32:00.000+0000",298,0,14.714285714285714,0.20408163265306123,0,0,0,0,0,0,"2021-01-03T10:27:00.000+0000","2021-01-03T10:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.007178033094651204,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","B6",20409,"N267JB",10721,"MA",12478,"JFK","NY",545,542,-3,0,0,-1,"0001-0559",702,638,-24,0,0,-2,"0700-0759",0,0,187,1,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",206159388826,"2021-01-03T10:45:00.000+0000","2021010308","2021-01-03T08:45:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJFK","JFK","John F Kennedy International Airport","New York","New York","US",13,40.63980103,-73.77890015,"America/New_York","74486094789","JFK INTERNATIONAL AIRPORT, NY US","2.7","40.63915","-73.7639","2021-01-03T02:51:00","FM-15","7","0.0",null,"2021-01-03T07:51:00.000+0000",27,35,32,30.09,20,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T12:02:00.000+0000","0.0","2021-01-02T20:29:00.000+0000","0.0","2021-01-02T23:27:00.000+0000",678,0,15.844444444444445,0.2222222222222222,0,0,0,0,0,0,"2021-01-03T10:42:00.000+0000","2021-01-03T10:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.009816762346985915,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","AA",19805,"N185UW",10721,"MA",11057,"CLT","NC",550,543,-7,0,0,-1,"0001-0559",835,811,-24,0,0,-2,"0800-0859",0,0,728,3,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",8590876434,"2021-01-03T10:50:00.000+0000","2021010308","2021-01-03T08:50:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-03T03:32:00","FM-16","7","0.0","-RA:02 BR:1 |RA |RA","2021-01-03T08:32:00.000+0000",51,51,51,29.09,340,5,0.75,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T13:35:00.000+0000","0.0","2021-01-03T03:19:00.000+0000","0.0","2021-01-03T05:27:00.000+0000",323,0,15.25,0.20454545454545456,0,0,0,0,0,0,"2021-01-03T10:43:00.000+0000","2021-01-03T10:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.03797957033883184,0],["2021-01-03T10:00:00.000+0000","BOS",1,3,7,"2021-01-03 00:00:00","DL",19790,"N323NB",10721,"MA",11433,"DTW","MI",550,546,-4,0,0,-1,"0001-0559",800,808,8,8,0,0,"0800-0859",0,0,632,3,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",34360508987,"2021-01-03T10:50:00.000+0000","2021010308","2021-01-03T08:50:00.000+0000","2021010307","2021010306","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-03T02:54:00","FM-15","7","0.0",null,"2021-01-03T07:54:00.000+0000","2021010307",23,30,28,30.15,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-03T02:53:00","FM-15","7","0.0","-DZ:01 BR:1 |DZ |DZ","2021-01-03T07:53:00.000+0000",32,34,33,29.23,70,7,4,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T13:00:00.000+0000","15.0","2021-01-02T21:15:00.000+0000","9.0","2021-01-02T23:01:00.000+0000",709,1,15.25,0.20454545454545456,0,0,0,0,0,0,"2021-01-03T10:46:00.000+0000","2021-01-03T10:00:00.000+0000",14,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,8,4,2,14,11,1.2727272727272727,24,21,1.1428571428571428,33,30,1.1,48,42,1.1428571428571428,60,56,1.0714285714285714,138,68,135,250,345,753,1420,2195,3010,3887,4808,5762,6747,0.012432786085475737,0.02546134919761326,0],["2021-01-03T12:00:00.000+0000","DAY",1,3,7,"2021-01-03 00:00:00","MQ",20398,"N900AE",11267,"OH",13930,"ORD","IL",700,651,-9,0,0,-1,"0700-0759",724,659,-25,0,0,-2,"0700-0759",0,0,240,1,0,0,0,0,0,2021,"KDAY","DAY","James M Cox Dayton International Airport","Dayton","Ohio","US",1009,39.9024009705,-84.2193984985,"America/New_York",103080449705,"2021-01-03T12:00:00.000+0000","2021010310","2021-01-03T10:00:00.000+0000","2021010309","2021010308","72429093815","DAYTON INTERNATIONAL AIRPORT, OH US","302.6","39.90638","-84.21853","2021-01-03T04:56:00","FM-15","7","0.0","BR:1 ||","2021-01-03T09:56:00.000+0000","2021010309",37,37,37,28.84,180,5,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-03T03:51:00","FM-15","7","0.01","-SN:03 BR:1 |SN |","2021-01-03T09:51:00.000+0000",28,31,30,29.2,330,6,1.75,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-03T13:24:00.000+0000","0.0","2021-01-03T02:30:00.000+0000","0.0","2021-01-03T05:22:00.000+0000",398,0,0,0,0,0,0,0,0,0,"2021-01-03T11:51:00.000+0000","2021-01-03T11:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,3,2,1.5,650,22,83,151,218,333,428,836,1503,2278,3093,3970,4891,0.0013498907723006792,0.03551113735875623,0],["2021-01-03T13:00:00.000+0000","OMA",1,3,7,"2021-01-03 00:00:00","WN",19393,"N227WN",13871,"NE",11292,"DEN","CO",705,657,-8,0,0,-1,"0700-0759",750,744,-6,0,0,-1,"0700-0759",0,0,472,2,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",94490243591,"2021-01-03T13:05:00.000+0000","2021010311","2021-01-03T11:05:00.000+0000","2021010310","2021010309","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-03T05:02:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-03T11:02:00.000+0000","2021010311",13,14,14,28.86,140,8,0.25,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T03:53:00","FM-15","7","0.0",null,"2021-01-03T10:53:00.000+0000",11,31,24,24.46,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T14:50:00.000+0000","0.0","2021-01-03T02:25:00.000+0000","0.0","2021-01-03T04:30:00.000+0000",515,0,4.777777777777778,0.1111111111111111,0,0,0,0,0,0,"2021-01-03T12:57:00.000+0000","2021-01-03T12:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,2,1,2,4,5,0.8,9,9,1,786,138,160,221,289,356,471,566,974,1641,2416,3231,4108,0.0036071262705164977,0.04989895874421001,0],["2021-01-03T13:00:00.000+0000","OMA",1,3,7,"2021-01-03 00:00:00","WN",19393,"N8625A",13871,"NE",12889,"LAS","NV",715,709,-6,0,0,-1,"0700-0759",820,759,-21,0,0,-2,"0800-0859",0,0,1099,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",120259443609,"2021-01-03T13:15:00.000+0000","2021010311","2021-01-03T11:15:00.000+0000","2021010310","2021010309","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-03T05:02:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-03T11:02:00.000+0000","2021010311",13,14,14,28.86,140,8,0.25,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T02:56:00","FM-15","7","0.0",null,"2021-01-03T10:56:00.000+0000",22,38,32,27.88,220,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T16:20:00.000+0000","0.0","2021-01-03T01:50:00.000+0000","0.0","2021-01-03T03:20:00.000+0000",595,0,4.777777777777778,0.1111111111111111,0,0,0,0,0,0,"2021-01-03T13:09:00.000+0000","2021-01-03T13:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,2,1,2,4,5,0.8,9,9,1,786,138,160,221,289,356,471,566,974,1641,2416,3231,4108,0.0036071262705164977,0.024255567547980073,0],["2021-01-03T13:00:00.000+0000","OMA",1,3,7,"2021-01-03 00:00:00","MQ",20398,"N262NN",13871,"NE",11298,"DFW","TX",727,725,-2,0,0,-1,"0700-0759",939,946,7,7,0,0,"0900-0959",0,0,583,3,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",206158855404,"2021-01-03T13:27:00.000+0000","2021010311","2021-01-03T11:27:00.000+0000","2021010310","2021010309","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-03T05:02:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-03T11:02:00.000+0000","2021010311",13,14,14,28.86,140,8,0.25,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-03T04:53:00","FM-15","7","0.0",null,"2021-01-03T10:53:00.000+0000",31,39,36,29.33,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T15:39:00.000+0000","13.0","2021-01-02T22:40:00.000+0000","7.0","2021-01-03T00:36:00.000+0000",771,0,4.777777777777778,0.1111111111111111,0,0,0,0,0,0,"2021-01-03T13:25:00.000+0000","2021-01-03T13:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,2,1,2,4,5,0.8,9,9,1,786,138,160,221,289,356,471,566,974,1641,2416,3231,4108,0.0036071262705164977,0.05317469890719319,0],["2021-01-03T13:00:00.000+0000","OMA",1,3,7,"2021-01-03 00:00:00","WN",19393,"N7852A",13871,"NE",13232,"MDW","IL",730,725,-5,0,0,-1,"0700-0759",905,919,14,14,0,0,"0900-0959",0,0,423,2,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",240518698281,"2021-01-03T13:30:00.000+0000","2021010311","2021-01-03T11:30:00.000+0000","2021010310","2021010309","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-03T05:02:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-03T11:02:00.000+0000","2021010311",13,14,14,28.86,140,8,0.25,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-03T05:16:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-03T11:16:00.000+0000",30,32,31,29.26,330,6,3,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-03T15:05:00.000+0000","0.0","2021-01-03T01:15:00.000+0000","0.0","2021-01-03T02:45:00.000+0000",645,0,5.375,0.125,0,0,0,0,0,0,"2021-01-03T13:25:00.000+0000","2021-01-03T13:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,2,1,2,4,5,0.8,9,9,1,786,138,160,221,289,356,471,566,974,1641,2416,3231,4108,0.0036071262705164977,0.011854452744306992,0],["2021-01-03T13:00:00.000+0000","OMA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N302SY",13871,"NE",13487,"MSP","MN",745,741,-4,0,0,-1,"0700-0759",909,907,-2,0,0,-1,"0900-0959",0,0,282,2,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",223338831517,"2021-01-03T13:45:00.000+0000","2021010311","2021-01-03T11:45:00.000+0000","2021010310","2021010309","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-03T05:32:00","FM-16","7","0.0","BR:1 |s |","2021-01-03T11:32:00.000+0000","2021010311",13,15,14,28.85,140,9,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-03T04:53:00","FM-15","7","0.0",null,"2021-01-03T10:53:00.000+0000",12,15,14,29,100,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T15:09:00.000+0000","0.0","2021-01-03T03:05:00.000+0000","0.0","2021-01-03T04:22:00.000+0000",563,0,4.777777777777778,0.1111111111111111,0,0,0,0,0,0,"2021-01-03T13:41:00.000+0000","2021-01-03T13:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,2,1,2,4,5,0.8,9,9,1,786,138,160,221,289,356,471,566,974,1641,2416,3231,4108,0.0036071262705164977,0.02390247119715781,0],["2021-01-03T14:00:00.000+0000","DRO",1,3,7,"2021-01-03 00:00:00","OO",20304,"N755EV",11413,"CO",14107,"PHX","AZ",700,655,-5,0,0,-1,"0700-0759",844,833,-11,0,0,-1,"0800-0859",0,0,351,2,0,0,0,0,0,2021,"KDRO","DRO","Durango La Plata County Airport","Durango","Colorado","US",6685,37.1515007019,-107.753997803,"America/Denver",137440001157,"2021-01-03T14:00:00.000+0000","2021010312","2021-01-03T12:00:00.000+0000","2021010311","2021010310","72462593005","DURANGO LA PLATA CO AIRPORT, CO US","2020.6","37.1431","-107.76023","2021-01-03T04:53:00","FM-15","7","0.0",null,"2021-01-03T11:53:00.000+0000","2021010311",4,6,6,23.54,30,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-03T04:51:00","FM-15","7","0.0",null,"2021-01-03T11:51:00.000+0000",23,42,35,28.98,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T15:44:00.000+0000","0.0","2021-01-03T03:10:00.000+0000","0.0","2021-01-03T04:39:00.000+0000",561,0,94,1,0,0,0,0,0,0,"2021-01-03T13:55:00.000+0000","2021-01-03T13:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,1,0,null,1,1,1,928,501,639,661,722,790,857,972,1067,1475,2142,2917,3732,0.0008076447457976868,0.02722961443343419,0],["2021-01-03T16:00:00.000+0000","AVL",1,3,7,"2021-01-03 00:00:00","OH",20397,"N531EG",10431,"NC",11057,"CLT","NC",1110,1110,0,0,0,0,"1100-1159",1224,1222,-2,0,0,-1,"1200-1259",0,0,91,1,0,0,0,0,0,2021,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",257698819133,"2021-01-03T16:10:00.000+0000","2021010314","2021-01-03T14:10:00.000+0000","2021010313","2021010312","72315003812","ASHEVILLE AIRPORT, NC US","645.6","35.43178","-82.53787","2021-01-03T08:54:00","FM-15","7","0.0",null,"2021-01-03T13:54:00.000+0000","2021010313",42,44,43,27.67,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-03T09:06:00","FM-16","7","0.0","BR:1 ||","2021-01-03T14:06:00.000+0000",51,52,51,29.12,0,0,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T17:24:00.000+0000","0.0","2021-01-03T14:35:00.000+0000","0.0","2021-01-03T15:33:00.000+0000",37,0,64,0.2857142857142857,38.833333333333336,0.16666666666666666,38.833333333333336,0.16666666666666666,0,0,"2021-01-03T16:10:00.000+0000","2021-01-03T16:00:00.000+0000",3,2,2,2,1,3,5,0.6,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,6,6,1,6,7,0.8571428571428571,1090,786,1436,1937,2075,2097,2158,2226,2293,2408,2503,2911,3578,0.0013771779654646033,0.03797957033883184,0],["2021-01-03T16:00:00.000+0000","AVL",1,3,7,"2021-01-03 00:00:00","YX",20452,"N432YX",10431,"NC",14100,"PHL","PA",1131,1123,-8,0,0,-1,"1100-1159",1319,1249,-30,0,0,-2,"1300-1359",0,0,504,3,0,0,0,0,0,2021,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",42950613444,"2021-01-03T16:31:00.000+0000","2021010314","2021-01-03T14:31:00.000+0000","2021010313","2021010312","72315003812","ASHEVILLE AIRPORT, NC US","645.6","35.43178","-82.53787","2021-01-03T08:54:00","FM-15","7","0.0",null,"2021-01-03T13:54:00.000+0000","2021010313",42,44,43,27.67,10,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-03T09:19:00","FM-16","7","0.01","-RA:02 |RA |RA","2021-01-03T14:19:00.000+0000",33,36,35,30.04,50,13,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:19:00.000+0000","0.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T16:01:00.000+0000",30,0,38.833333333333336,0.16666666666666666,38.833333333333336,0.16666666666666666,38.833333333333336,0.16666666666666666,0,0,"2021-01-03T16:23:00.000+0000","2021-01-03T16:00:00.000+0000",3,2,2,2,1,3,5,0.6,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,5,6,0.8333333333333334,6,6,1,6,7,0.8571428571428571,1090,786,1436,1937,2075,2097,2158,2226,2293,2408,2503,2911,3578,0.0013771779654646033,0.014371656062937348,0],["2021-01-03T16:00:00.000+0000","SBN",1,3,7,"2021-01-03 00:00:00","OO",20304,"N461SW",14696,"IN",11433,"DTW","MI",1155,1154,-1,0,0,-1,"1100-1159",1301,1254,-7,0,0,-1,"1300-1359",0,0,157,1,0,0,0,0,0,2021,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis",120259572098,"2021-01-03T16:55:00.000+0000","2021010314","2021-01-03T14:55:00.000+0000","2021010313","2021010312","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-01-03T09:54:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:54:00.000+0000","2021010314",31,33,32,29.1,0,0,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-03T09:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",31,33,32,29.22,0,0,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:01:00.000+0000","0.0","2021-01-03T15:10:00.000+0000","0.0","2021-01-03T16:10:00.000+0000",45,0,2.6666666666666665,0.16666666666666666,2.6666666666666665,0.16666666666666666,3.2,0.2,0,0,"2021-01-03T16:54:00.000+0000","2021-01-03T16:00:00.000+0000",2,1,3,3,1,4,4,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,1090,786,1436,1937,2075,2097,2158,2226,2293,2408,2503,2911,3578,0.0012391829215694405,0.02546134919761326,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","UA",19977,"N66848",14747,"WA",11292,"DEN","CO",900,852,-8,0,0,-1,"0900-0959",1241,1230,-11,0,0,-1,"1200-1259",0,0,1024,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",180389874867,"2021-01-03T17:00:00.000+0000","2021010315","2021-01-03T15:00:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",12,31,25,24.44,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:41:00.000+0000","11.0","2021-01-02T22:15:00.000+0000","0.0","2021-01-03T02:58:00.000+0000",842,0,9.919191919191919,0.15151515151515152,25.458333333333332,0.20833333333333334,26.565217391304348,0.21739130434782608,32.05263157894737,0.2631578947368421,"2021-01-03T16:52:00.000+0000","2021-01-03T16:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.04989895874421001,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N625QX",14747,"WA",11540,"ELP","TX",900,857,-3,0,0,-1,"0900-0959",1317,1254,-23,0,0,-2,"1300-1359",0,0,1368,6,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",188979494851,"2021-01-03T17:00:00.000+0000","2021010315","2021-01-03T15:00:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1202.1","31.81234","-106.37737","2021-01-03T07:51:00","FM-15","7","0.0",null,"2021-01-03T14:51:00.000+0000",8,30,23,26.13,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:17:00.000+0000","0.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T15:55:00.000+0000",65,0,9.919191919191919,0.15151515151515152,25.458333333333332,0.20833333333333334,26.565217391304348,0.21739130434782608,32.05263157894737,0.2631578947368421,"2021-01-03T16:57:00.000+0000","2021-01-03T16:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.00222984956187118,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N430QX",14747,"WA",14057,"PDX","OR",900,855,-5,0,0,-1,"0900-0959",954,944,-10,0,0,-1,"0900-0959",0,0,129,1,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",103079471159,"2021-01-03T17:00:00.000+0000","2021010315","2021-01-03T15:00:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-03T06:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",42,43,43,29.89,100,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T17:54:00.000+0000","0.0","2021-01-03T13:37:00.000+0000","1.0","2021-01-03T14:50:00.000+0000",130,0,9.919191919191919,0.15151515151515152,25.458333333333332,0.20833333333333334,26.565217391304348,0.21739130434782608,32.05263157894737,0.2631578947368421,"2021-01-03T16:55:00.000+0000","2021-01-03T16:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.00798001234087441,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N281AK",14747,"WA",14122,"PIT","PA",900,855,-5,0,0,-1,"0900-0959",1630,1623,-7,0,0,-1,"1600-1659",0,0,2125,9,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",257699357397,"2021-01-03T17:00:00.000+0000","2021010315","2021-01-03T15:00:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-03T09:51:00","FM-15","7","0.01","-RA:02 BR:1 |RA |RA","2021-01-03T14:51:00.000+0000",35,37,36,28.58,330,3,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:30:00.000+0000","0.0","2021-01-03T13:00:00.000+0000","0.0","2021-01-03T16:14:00.000+0000",46,0,9.919191919191919,0.15151515151515152,25.458333333333332,0.20833333333333334,26.565217391304348,0.21739130434782608,32.05263157894737,0.2631578947368421,"2021-01-03T16:55:00.000+0000","2021-01-03T16:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.005303947036402629,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N427QX",14747,"WA",15041,"SUN","ID",900,1140,160,160,1,10,"0900-0959",1147,1431,164,164,1,10,"1100-1159",0,0,475,2,0,0,164,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",77310411938,"2021-01-03T17:00:00.000+0000","2021010315","2021-01-03T15:00:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSUN","SUN","Friedman Memorial Airport","Hailey","Idaho","US",5318,43.50439835,-114.2959976,"America/Denver","72586594161","HAILEY FRIEDMAN MEMORIAL AIRPORT, ID US","1617.3","43.5","-114.3","2021-01-03T07:50:00","FM-15","7","0.0","-SN:03 |SN |","2021-01-03T14:50:00.000+0000",25,27,26,24.67,0,0,4,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-03T18:47:00.000+0000","0.0","2021-01-03T14:30:00.000+0000","0.0","2021-01-03T15:30:00.000+0000",90,0,9.919191919191919,0.15151515151515152,25.458333333333332,0.20833333333333334,26.565217391304348,0.21739130434782608,32.05263157894737,0.2631578947368421,"2021-01-03T19:40:00.000+0000","2021-01-03T19:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0002917865795427252,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N436QX",14747,"WA",10713,"BOI","ID",905,903,-2,0,0,-1,"0900-0959",1135,1124,-11,0,0,-1,"1100-1159",0,0,399,2,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",120259658480,"2021-01-03T17:05:00.000+0000","2021010315","2021-01-03T15:05:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-01-03T07:53:00","FM-15","7","0.05","-RA:02 |RA |RA","2021-01-03T14:53:00.000+0000",36,38,37,27.04,110,11,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:35:00.000+0000","0.0","2021-01-03T02:45:00.000+0000","0.0","2021-01-03T04:24:00.000+0000",761,0,9.555555555555555,0.1414141414141414,24.44,0.2,24.44,0.2,34.5,0.1875,"2021-01-03T17:03:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.003826511322471923,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N486AS",14747,"WA",11433,"DTW","MI",905,1000,55,55,1,3,"0900-0959",1619,1715,56,56,1,3,"1600-1659",0,0,1927,8,55,0,1,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",231928550850,"2021-01-03T17:05:00.000+0000","2021010315","2021-01-03T15:05:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-03T09:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",31,33,32,29.22,0,0,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:19:00.000+0000","0.0","2021-01-03T15:00:00.000+0000","0.0","2021-01-03T16:00:00.000+0000",65,0,9.555555555555555,0.1414141414141414,24.44,0.2,24.44,0.2,34.5,0.1875,"2021-01-03T18:00:00.000+0000","2021-01-03T18:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.02546134919761326,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N649QX",14747,"WA",14689,"SBA","CA",905,859,-6,0,0,-1,"0900-0959",1133,1118,-15,0,0,-1,"1100-1159",0,0,908,4,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",154620117316,"2021-01-03T17:05:00.000+0000","2021010315","2021-01-03T15:05:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.5","34.4241","-119.84249","2021-01-03T06:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",43,45,44,30.18,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:33:00.000+0000","2.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T16:14:00.000+0000",51,0,9.555555555555555,0.1414141414141414,24.44,0.2,24.44,0.2,34.5,0.1875,"2021-01-03T16:59:00.000+0000","2021-01-03T16:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0007254317109080672,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N647QX",14747,"WA",12278,"ICT","KS",905,902,-3,0,0,-1,"0900-0959",1421,1406,-15,0,0,-1,"1400-1459",0,0,1430,6,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",206159722989,"2021-01-03T17:05:00.000+0000","2021010315","2021-01-03T15:05:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-01-03T08:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",26,27,27,28.55,0,0,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:21:00.000+0000","0.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T16:21:00.000+0000",44,0,9.555555555555555,0.1414141414141414,24.44,0.2,24.44,0.2,34.5,0.1875,"2021-01-03T17:02:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0018035222199880296,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N493AS",14747,"WA",12889,"LAS","NV",910,857,-13,0,0,-1,"0900-0959",1140,1117,-23,0,0,-2,"1100-1159",0,0,867,4,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",171799098573,"2021-01-03T17:10:00.000+0000","2021010315","2021-01-03T15:10:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T06:56:00","FM-15","7","0.0",null,"2021-01-03T14:56:00.000+0000",22,38,32,27.92,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:40:00.000+0000","0.0","2021-01-02T23:50:00.000+0000","0.0","2021-01-03T06:10:00.000+0000",660,0,9.336633663366337,0.13861386138613863,21.06896551724138,0.1724137931034483,21.06896551724138,0.1724137931034483,29.05263157894737,0.15789473684210525,"2021-01-03T16:57:00.000+0000","2021-01-03T16:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.024255567547980073,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N437QX",14747,"WA",11884,"GEG","WA",910,907,-3,0,0,-1,"0900-0959",1011,1025,14,14,0,0,"1000-1059",0,0,224,1,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",85899883403,"2021-01-03T17:10:00.000+0000","2021010315","2021-01-03T15:10:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-01-03T06:53:00","FM-15","7","0.02",null,"2021-01-03T14:53:00.000+0000",36,39,38,27.19,210,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:11:00.000+0000","0.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T15:04:00.000+0000",126,0,9.336633663366337,0.13861386138613863,21.06896551724138,0.1724137931034483,21.06896551724138,0.1724137931034483,29.05263157894737,0.15789473684210525,"2021-01-03T17:07:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0027999928520327684,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","WN",19393,"N938WN",14747,"WA",13796,"OAK","CA",915,912,-3,0,0,-1,"0900-0959",1115,1112,-3,0,0,-1,"1100-1159",0,0,672,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",137440239862,"2021-01-03T17:15:00.000+0000","2021010315","2021-01-03T15:15:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-03T06:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",49,53,51,30.18,0,0,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:15:00.000+0000","1.0","2021-01-03T14:25:00.000+0000","0.0","2021-01-03T16:25:00.000+0000",50,0,11.317757009345794,0.14018691588785046,24.416666666666668,0.16666666666666666,24.416666666666668,0.16666666666666666,20.166666666666668,0.125,"2021-01-03T17:12:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.005897437334667352,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N588AS",14747,"WA",14679,"SAN","CA",915,903,-12,0,0,-1,"0900-0959",1204,1140,-24,0,0,-2,"1200-1259",0,0,1050,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",223339149560,"2021-01-03T17:15:00.000+0000","2021010315","2021-01-03T15:15:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-03T06:51:00","FM-15","7","0.0",null,"2021-01-03T14:51:00.000+0000",39,47,43,30.21,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:04:00.000+0000","0.0","2021-01-02T22:30:00.000+0000","0.0","2021-01-03T04:34:00.000+0000",761,0,11.317757009345794,0.14018691588785046,24.416666666666668,0.16666666666666666,24.416666666666668,0.16666666666666666,20.166666666666668,0.125,"2021-01-03T17:03:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.010015606381076984,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N585AS",14747,"WA",14683,"SAT","TX",920,906,-14,0,0,-1,"0900-0959",1515,1507,-8,0,0,-1,"1500-1559",0,0,1774,8,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",137439255007,"2021-01-03T17:20:00.000+0000","2021010315","2021-01-03T15:20:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","243.6","29.54429","-98.48395","2021-01-03T08:51:00","FM-15","7","0.0",null,"2021-01-03T14:51:00.000+0000",34,48,42,29.28,250,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:15:00.000+0000","0.0","2021-01-02T23:35:00.000+0000","0.0","2021-01-03T04:35:00.000+0000",765,0,11.00900900900901,0.13513513513513514,21.70731707317073,0.14634146341463414,21.70731707317073,0.14634146341463414,17.06896551724138,0.10344827586206896,"2021-01-03T17:06:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.004478827828243327,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N303SY",14747,"WA",14893,"SMF","CA",925,921,-4,0,0,-1,"0900-0959",1119,1143,24,24,1,1,"1100-1159",0,0,605,3,24,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",17180434131,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-03T07:11:00","FM-16","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-03T15:11:00.000+0000",46,47,47,30.22,150,6,1.5,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-03T19:19:00.000+0000","0.0","2021-01-03T15:10:00.000+0000","0.0","2021-01-03T16:27:00.000+0000",58,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:21:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.006825443714971051,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N577AS",14747,"WA",15376,"TUS","AZ",925,914,-11,0,0,-1,"0900-0959",1325,1254,-31,0,0,-2,"1300-1359",0,0,1216,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",51540268681,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",14,36,28,27.53,140,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:25:00.000+0000","0.0","2021-01-03T14:15:00.000+0000","0.0","2021-01-03T16:20:00.000+0000",65,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:14:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0027798645898897134,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N286SY",14747,"WA",14831,"SJC","CA",925,921,-4,0,0,-1,"0900-0959",1135,1132,-3,0,0,-1,"1100-1159",0,0,696,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",137439826704,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-03T06:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",48,51,49,30.22,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:35:00.000+0000","0.0","2021-01-03T15:35:00.000+0000","0.0","2021-01-03T16:38:00.000+0000",47,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:21:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.005429040729677161,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","DL",19790,"N391DA",14747,"WA",10299,"ANC","AK",925,938,13,13,0,0,"0900-0959",1203,1229,26,26,1,1,"1200-1259",0,0,1448,6,13,0,13,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",171799307889,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PANC","ANC","Ted Stevens Anchorage International Airport","Anchorage","Alaska","US",152,61.1744003296,-149.9960021973,"America/Anchorage","70273026451","ANCHORAGE TED STEVENS INTERNATIONAL AIRPORT, AK US","38.0","61.16916","-150.02771","2021-01-03T05:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",0,4,3,28.81,70,3,1.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:03:00.000+0000","0.0","2021-01-02T13:20:00.000+0000","0.0","2021-01-02T17:17:00.000+0000",1448,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:38:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.003056152809734895,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","DL",19790,"N811DZ",14747,"WA",13487,"MSP","MN",925,921,-4,0,0,-1,"0900-0959",1431,1426,-5,0,0,-1,"1400-1459",0,0,1399,6,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",206158449172,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-03T08:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",12,15,14,28.98,150,8,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:31:00.000+0000","0.0","2021-01-03T00:00:00.000+0000","22.0","2021-01-03T03:53:00.000+0000",812,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:21:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.02390247119715781,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N289SY",14747,"WA",13264,"MFR","OR",925,923,-2,0,0,-1,"0900-0959",1052,1048,-4,0,0,-1,"1000-1059",0,0,352,2,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",231929396610,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-01-03T06:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",39,42,41,28.65,0,0,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:52:00.000+0000","0.0","2021-01-03T15:10:00.000+0000","0.0","2021-01-03T16:27:00.000+0000",58,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:23:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0011906180441219989,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AA",19805,"N995AN",14747,"WA",14107,"PHX","AZ",925,918,-7,0,0,-1,"0900-0959",1317,1256,-21,0,0,-2,"1300-1359",0,0,1107,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",34359888699,"2021-01-03T17:25:00.000+0000","2021010315","2021-01-03T15:25:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-03T07:51:00","FM-15","7","0.0",null,"2021-01-03T14:51:00.000+0000",23,40,34,29,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:17:00.000+0000","5.0","2021-01-03T02:00:00.000+0000","0.0","2021-01-03T08:53:00.000+0000",512,0,11.00909090909091,0.12727272727272726,20.363636363636363,0.13636363636363635,20.363636363636363,0.13636363636363635,10.96551724137931,0.06896551724137931,"2021-01-03T17:18:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.02722961443343419,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N453AS",14747,"WA",11618,"EWR","NJ",930,928,-2,0,0,-1,"0900-0959",1750,1747,-3,0,0,-1,"1700-1759",0,0,2402,10,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",163209976922,"2021-01-03T17:30:00.000+0000","2021010315","2021-01-03T15:30:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","1.9","40.68275","-74.16927","2021-01-03T09:51:00","FM-15","7","0.05","-SN:03 PL:06 RA:02 |RA RA SN |RA PL","2021-01-03T14:51:00.000+0000",29,34,32,30.09,360,9,6,"-SN:03 PL:06 RA:02 ","RA RA SN ","RA PL",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-03T22:50:00.000+0000","0.0","2021-01-03T15:00:00.000+0000","0.0","2021-01-03T16:20:00.000+0000",70,0,11.126126126126126,0.12612612612612611,18.775510204081634,0.12244897959183673,18.775510204081634,0.12244897959183673,10.363636363636363,0.06060606060606061,"2021-01-03T17:28:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.013779943276424083,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N631QX",14747,"WA",14908,"SNA","CA",930,927,-3,0,0,-1,"0900-0959",1217,1212,-5,0,0,-1,"1200-1259",0,0,978,4,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",60129996376,"2021-01-03T17:30:00.000+0000","2021010315","2021-01-03T15:30:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-03T06:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",42,49,46,30.17,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:17:00.000+0000","0.0","2021-01-03T14:30:00.000+0000","0.0","2021-01-03T16:49:00.000+0000",41,0,11.126126126126126,0.12612612612612611,18.775510204081634,0.12244897959183673,18.775510204081634,0.12244897959183673,10.363636363636363,0.06060606060606061,"2021-01-03T17:27:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.004759288065263952,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AA",19805,"N809NN",14747,"WA",11298,"DFW","TX",933,931,-2,0,0,-1,"0900-0959",1527,1532,5,5,0,0,"1500-1559",0,0,1660,7,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",8590204392,"2021-01-03T17:33:00.000+0000","2021010315","2021-01-03T15:33:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-03T08:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",32,41,37,29.36,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:27:00.000+0000","0.0","2021-01-02T18:45:00.000+0000","0.0","2021-01-02T23:25:00.000+0000",1088,0,11.330275229357799,0.12844036697247707,18.775510204081634,0.12244897959183673,18.775510204081634,0.12244897959183673,10.6875,0.0625,"2021-01-03T17:31:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.05317469890719319,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N243SY",14747,"WA",11884,"GEG","WA",933,930,-3,0,0,-1,"0900-0959",1041,1037,-4,0,0,-1,"1000-1059",0,0,224,1,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",163209692246,"2021-01-03T17:33:00.000+0000","2021010315","2021-01-03T15:33:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-01-03T06:53:00","FM-15","7","0.02",null,"2021-01-03T14:53:00.000+0000",36,39,38,27.19,210,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:41:00.000+0000","0.0","2021-01-03T01:10:00.000+0000","0.0","2021-01-03T02:24:00.000+0000",909,0,11.330275229357799,0.12844036697247707,18.775510204081634,0.12244897959183673,18.775510204081634,0.12244897959183673,10.6875,0.0625,"2021-01-03T17:30:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0027999928520327684,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N171SY",14747,"WA",11638,"FAT","CA",935,925,-10,0,0,-1,"0900-0959",1141,1126,-15,0,0,-1,"1100-1159",0,0,748,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",51540949426,"2021-01-03T17:35:00.000+0000","2021010315","2021-01-03T15:35:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-01-03T06:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",44,50,47,29.9,290,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:41:00.000+0000","0.0","2021-01-03T03:00:00.000+0000","0.0","2021-01-03T04:02:00.000+0000",813,0,11.126126126126126,0.12612612612612611,18.03921568627451,0.11764705882352941,18.03921568627451,0.11764705882352941,10.058823529411764,0.058823529411764705,"2021-01-03T17:25:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.001898233648336071,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N265SY",14747,"WA",14489,"RDM","OR",935,925,-10,0,0,-1,"0900-0959",1044,1030,-14,0,0,-1,"1000-1059",0,0,228,1,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",180389729105,"2021-01-03T17:35:00.000+0000","2021010315","2021-01-03T15:35:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-03T06:56:00","FM-15","7","0.0",null,"2021-01-03T14:56:00.000+0000",33,44,39,26.76,290,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:44:00.000+0000","0.0","2021-01-03T15:05:00.000+0000","0.0","2021-01-03T16:39:00.000+0000",56,0,11.126126126126126,0.12612612612612611,18.03921568627451,0.11764705882352941,18.03921568627451,0.11764705882352941,10.058823529411764,0.058823529411764705,"2021-01-03T17:25:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0011494627556957319,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N287AK",14747,"WA",10693,"BNA","TN",935,935,0,0,0,0,"0900-0959",1555,1552,-3,0,0,-1,"1500-1559",0,0,1978,8,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",17180113806,"2021-01-03T17:35:00.000+0000","2021010315","2021-01-03T15:35:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-03T09:18:00","FM-16","7","0.0",null,"2021-01-03T15:18:00.000+0000",32,38,36,29.49,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:55:00.000+0000","0.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T16:53:00.000+0000",42,0,11.126126126126126,0.12612612612612611,18.03921568627451,0.11764705882352941,18.03921568627451,0.11764705882352941,10.058823529411764,0.058823529411764705,"2021-01-03T17:35:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.012626243194888033,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","AS",19930,"N303AS",14747,"WA",14107,"PHX","AZ",940,937,-3,0,0,-1,"0900-0959",1328,1323,-5,0,0,-1,"1300-1359",0,0,1107,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",77310324156,"2021-01-03T17:40:00.000+0000","2021010315","2021-01-03T15:40:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-03T07:51:00","FM-15","7","0.0",null,"2021-01-03T14:51:00.000+0000",23,40,34,29,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:28:00.000+0000","0.0","2020-11-19T23:30:00.000+0000","0.0","2020-11-20T02:34:00.000+0000",64266,0,10.843478260869565,0.12173913043478261,16.642857142857142,0.10714285714285714,16.642857142857142,0.10714285714285714,9.076923076923077,0.05128205128205128,"2021-01-03T17:37:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.02722961443343419,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","WN",19393,"N418WN",14747,"WA",11292,"DEN","CO",940,935,-5,0,0,-1,"0900-0959",1315,1303,-12,0,0,-1,"1300-1359",0,0,1024,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",223339065059,"2021-01-03T17:40:00.000+0000","2021010315","2021-01-03T15:40:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",12,31,25,24.44,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:15:00.000+0000","0.0","2021-01-03T14:30:00.000+0000","0.0","2021-01-03T17:00:00.000+0000",40,0,10.843478260869565,0.12173913043478261,16.642857142857142,0.10714285714285714,16.642857142857142,0.10714285714285714,9.076923076923077,0.05128205128205128,"2021-01-03T17:35:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.04989895874421001,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N241SY",14747,"WA",11603,"EUG","OR",941,939,-2,0,0,-1,"0900-0959",1048,1104,16,16,1,1,"1000-1059",0,0,234,1,16,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",163209800162,"2021-01-03T17:41:00.000+0000","2021010315","2021-01-03T15:41:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-01-03T06:54:00","FM-15","7","0.0",null,"2021-01-03T14:54:00.000+0000",40,42,41,29.66,170,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:48:00.000+0000","0.0","2021-01-03T15:30:00.000+0000","0.0","2021-01-03T16:54:00.000+0000",47,0,10.964601769911505,0.12389380530973451,16.642857142857142,0.10714285714285714,16.642857142857142,0.10714285714285714,9.076923076923077,0.05128205128205128,"2021-01-03T17:39:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.001266663994031428,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N298SY",14747,"WA",10713,"BOI","ID",945,1045,60,60,1,4,"0900-0959",1215,1251,36,36,1,2,"1200-1259",0,0,399,2,36,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",249108358438,"2021-01-03T17:45:00.000+0000","2021010315","2021-01-03T15:45:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-01-03T07:53:00","FM-15","7","0.05","-RA:02 |RA |RA","2021-01-03T14:53:00.000+0000",36,38,37,27.04,110,11,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:15:00.000+0000","87.0","2021-01-03T15:25:00.000+0000","0.0","2021-01-03T16:45:00.000+0000",60,1,10.703389830508474,0.1271186440677966,15.672131147540984,0.11475409836065574,15.672131147540984,0.11475409836065574,8.590909090909092,0.06818181818181818,"2021-01-03T18:45:00.000+0000","2021-01-03T18:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.003826511322471923,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","UA",19977,"N454UA",14747,"WA",14771,"SFO","CA",945,938,-7,0,0,-1,"0900-0959",1157,1147,-10,0,0,-1,"1100-1159",0,0,679,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",111669333765,"2021-01-03T17:45:00.000+0000","2021010315","2021-01-03T15:45:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-03T06:56:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:56:00.000+0000",48,50,49,30.24,0,0,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:57:00.000+0000","0.0","2021-01-03T01:55:00.000+0000","0.0","2021-01-03T06:56:00.000+0000",649,0,10.703389830508474,0.1271186440677966,15.672131147540984,0.11475409836065574,15.672131147540984,0.11475409836065574,8.590909090909092,0.06818181818181818,"2021-01-03T17:38:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.01685893952188654,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","HA",19690,"N360HA",14747,"WA",13830,"OGG","HI",945,931,-14,0,0,-1,"0900-0959",1405,1354,-11,0,0,-1,"1400-1459",0,0,2640,11,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",197568525135,"2021-01-03T17:45:00.000+0000","2021010315","2021-01-03T15:45:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu","91190022516","KAHULUI AIRPORT, HI US","14.0","20.88871","-156.43453","2021-01-03T04:54:00","FM-15","7","0.0",null,"2021-01-03T14:54:00.000+0000",63,72,66,30.07,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T00:05:00.000+0000","0.0","2021-01-03T00:30:00.000+0000","0.0","2021-01-03T06:00:00.000+0000",705,0,10.703389830508474,0.1271186440677966,15.672131147540984,0.11475409836065574,15.672131147540984,0.11475409836065574,8.590909090909092,0.06818181818181818,"2021-01-03T17:31:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0030143829649594564,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","DL",19790,"N3767",14747,"WA",12892,"LAX","CA",950,946,-4,0,0,-1,"0900-0959",1229,1220,-9,0,0,-1,"1200-1259",0,0,954,4,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",223338449428,"2021-01-03T17:50:00.000+0000","2021010315","2021-01-03T15:50:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-03T06:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T14:53:00.000+0000",49,51,50,29.89,30,6,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:29:00.000+0000","0.0","2021-01-03T13:25:00.000+0000","0.0","2021-01-03T16:34:00.000+0000",76,0,10.61344537815126,0.12605042016806722,14.9375,0.109375,14.9375,0.109375,8.042553191489361,0.06382978723404255,"2021-01-03T17:46:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.025922698918111255,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N635QX",14747,"WA",14869,"SLC","UT",950,945,-5,0,0,-1,"0900-0959",1245,1257,12,12,0,0,"1200-1259",0,0,689,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",42950233971,"2021-01-03T17:50:00.000+0000","2021010315","2021-01-03T15:50:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T07:54:00","FM-15","7","0.0",null,"2021-01-03T14:54:00.000+0000",20,29,26,25.8,150,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T19:45:00.000+0000","0.0","2021-01-03T15:25:00.000+0000","0.0","2021-01-03T17:06:00.000+0000",44,0,10.61344537815126,0.12605042016806722,14.9375,0.109375,14.9375,0.109375,8.042553191489361,0.06382978723404255,"2021-01-03T17:45:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.023389003800428514,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","OO",20304,"N300SY",14747,"WA",14252,"PSC","WA",950,949,-1,0,0,-1,"0900-0959",1052,1044,-8,0,0,-1,"1000-1059",0,0,172,1,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",146030189223,"2021-01-03T17:50:00.000+0000","2021010315","2021-01-03T15:50:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T06:53:00","FM-15","7","0.06","-RA:02 BR:1 |RA |RA","2021-01-03T14:53:00.000+0000","2021010314",39,41,40,29.42,140,9,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSC","PSC","Tri Cities Airport","Pasco","Washington","US",410,46.2647018433,-119.1190032959,"America/Los_Angeles","72784524163","PASCO TRI CITIES AIRPORT, WA US","122.1","46.2695","-119.11816","2021-01-03T06:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",37,45,41,29.43,270,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T18:52:00.000+0000","0.0","2021-01-03T15:00:00.000+0000","0.0","2021-01-03T16:50:00.000+0000",60,0,10.61344537815126,0.12605042016806722,14.9375,0.109375,14.9375,0.109375,8.042553191489361,0.06382978723404255,"2021-01-03T17:49:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.0008333555645593132,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","DL",19790,"N321NB",14747,"WA",11292,"DEN","CO",953,953,0,0,0,0,"0900-0959",1330,1325,-5,0,0,-1,"1300-1359",0,0,1024,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",180388942981,"2021-01-03T17:53:00.000+0000","2021010315","2021-01-03T15:53:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T15:53:00.000+0000","2021010315",39,43,41,29.42,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T08:53:00","FM-15","7","0.0",null,"2021-01-03T15:53:00.000+0000",12,39,29,24.46,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:30:00.000+0000","0.0","2021-01-03T12:05:00.000+0000","0.0","2021-01-03T16:43:00.000+0000",70,0,10.61344537815126,0.12605042016806722,14.9375,0.109375,14.9375,0.109375,8.042553191489361,0.06382978723404255,"2021-01-03T17:53:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.04989895874421001,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","DL",19790,"N110DU",14747,"WA",13930,"ORD","IL",955,1021,26,26,1,1,"0900-0959",1548,1609,21,21,1,1,"1500-1559",0,0,1721,7,0,0,0,0,21,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",171798842603,"2021-01-03T17:55:00.000+0000","2021010315","2021-01-03T15:55:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T15:53:00.000+0000","2021010315",39,43,41,29.42,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-03T09:51:00","FM-15","7","0.0","BR:1 ||","2021-01-03T15:51:00.000+0000",29,32,31,29.25,280,5,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T21:48:00.000+0000","6.0","2021-01-03T12:00:00.000+0000","0.0","2021-01-03T16:39:00.000+0000",76,0,10.525,0.125,14.707692307692307,0.1076923076923077,14.707692307692307,0.1076923076923077,7.875,0.0625,"2021-01-03T18:21:00.000+0000","2021-01-03T18:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.03551113735875623,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","QX",19687,"N441QX",14747,"WA",14893,"SMF","CA",955,954,-1,0,0,-1,"0900-0959",1200,1204,4,4,0,0,"1200-1259",0,0,605,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",180389249206,"2021-01-03T17:55:00.000+0000","2021010315","2021-01-03T15:55:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T15:53:00.000+0000","2021010315",39,43,41,29.42,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-03T07:53:00","FM-15","7","0.0","BR:1 BC:3 FG:2 |FG |","2021-01-03T15:53:00.000+0000",46,47,47,30.22,160,5,1.25,"BR:1 BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-03T20:00:00.000+0000","0.0","2021-01-03T14:30:00.000+0000","0.0","2021-01-03T16:30:00.000+0000",85,0,10.525,0.125,14.707692307692307,0.1076923076923077,14.707692307692307,0.1076923076923077,7.875,0.0625,"2021-01-03T17:54:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.006825443714971051,0],["2021-01-03T17:00:00.000+0000","SEA",1,3,7,"2021-01-03 00:00:00","DL",19790,"N814DN",14747,"WA",14869,"SLC","UT",959,959,0,0,0,0,"0900-0959",1303,1259,-4,0,0,-1,"1300-1359",0,0,689,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",60130396854,"2021-01-03T17:59:00.000+0000","2021010315","2021-01-03T15:59:00.000+0000","2021010314","2021010313","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T15:53:00.000+0000","2021010315",39,43,41,29.42,180,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T08:54:00","FM-15","7","0.0",null,"2021-01-03T15:54:00.000+0000",21,28,25,25.83,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:03:00.000+0000","0.0","2021-01-03T14:00:00.000+0000","0.0","2021-01-03T16:39:00.000+0000",80,0,10.605042016806722,0.12605042016806722,14.484848484848484,0.10606060606060606,14.484848484848484,0.10606060606060606,7.714285714285714,0.061224489795918366,"2021-01-03T17:59:00.000+0000","2021-01-03T17:00:00.000+0000",34,41,13,13,1,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,21,17,1.2352941176470589,23,18,1.2777777777777777,25,20,1.25,36,34,1.0588235294117647,42,39,1.0769230769230769,65,62,1.0483870967741935,74,70,1.0571428571428572,97,93,1.043010752688172,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.024352086269695063,0.023389003800428514,0],["2021-01-03T17:00:00.000+0000","SGF",1,3,7,"2021-01-03 00:00:00","OO",20304,"N594SW",14783,"MO",11292,"DEN","CO",1145,1144,-1,0,0,-1,"1100-1159",1302,1240,-22,0,0,-2,"1300-1359",0,0,637,3,0,0,0,0,0,2021,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago",223338642115,"2021-01-03T17:45:00.000+0000","2021010315","2021-01-03T15:45:00.000+0000","2021010314","2021010313","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-01-03T09:40:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-03T15:40:00.000+0000","2021010315",30,30,30,28.7,160,9,0.5,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T07:53:00","FM-15","7","0.0",null,"2021-01-03T14:53:00.000+0000",12,31,25,24.44,210,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T20:02:00.000+0000","0.0","2021-01-03T15:20:00.000+0000","0.0","2021-01-03T17:08:00.000+0000",37,0,29.857142857142858,0.5714285714285714,34.666666666666664,0.6666666666666666,39.333333333333336,0.6666666666666666,44,1,"2021-01-03T17:44:00.000+0000","2021-01-03T17:00:00.000+0000",1,1,1,0,null,1,2,0.5,4,4,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,6,6,1,844,928,1714,2364,2865,3003,3025,3086,3154,3221,3336,3431,3839,0.0015084558980645848,0.04989895874421001,0],["2021-01-03T21:00:00.000+0000","MHT",1,3,7,"2021-01-03 00:00:00","OH",20397,"N558NN",13296,"NH",11057,"CLT","NC",1618,1611,-7,0,0,-1,"1600-1659",1855,1845,-10,0,0,-1,"1800-1859",0,0,737,3,0,0,0,0,0,2021,"KMHT","MHT","Manchester Airport","Manchester","New Hampshire","US",266,42.932598114,-71.4356994629,"America/New_York",77310409066,"2021-01-03T21:18:00.000+0000","2021010319","2021-01-03T19:18:00.000+0000","2021010318","2021010317","74394514710","MANCHESTER AIRPORT, NH US","69.8","42.92963","-71.43559","2021-01-03T13:53:00","FM-15","7","0.0",null,"2021-01-03T18:53:00.000+0000","2021010318",24,33,30,29.81,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-03T13:52:00","FM-15","7","0.0",null,"2021-01-03T18:52:00.000+0000",49,56,52,29.07,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-03T23:55:00.000+0000","0.0","2021-01-03T18:29:00.000+0000","0.0","2021-01-03T20:45:00.000+0000",33,0,4.444444444444445,0.1111111111111111,8,0.2,13.333333333333334,0.3333333333333333,0,0,"2021-01-03T21:11:00.000+0000","2021-01-03T21:00:00.000+0000",1,2,1,1,1,2,1,2,3,3,1,3,3,1,3,3,1,5,5,1,6,6,1,6,8,0.75,9,9,1,9,9,1,9,9,1,9,9,1,1012,946,1790,2880,3699,4627,5413,6063,6564,6702,6724,6785,6853,0.0010033487180487665,0.03797957033883184,0],["2021-01-03T21:00:00.000+0000","MHT",1,3,7,"2021-01-03 00:00:00","WN",19393,"N966WN",13296,"NH",13204,"MCO","FL",1655,1704,9,9,0,0,"1600-1659",2020,2033,13,13,0,0,"2000-2059",0,0,1142,5,0,0,0,0,0,2021,"KMHT","MHT","Manchester Airport","Manchester","New Hampshire","US",266,42.932598114,-71.4356994629,"America/New_York",249109118378,"2021-01-03T21:55:00.000+0000","2021010319","2021-01-03T19:55:00.000+0000","2021010318","2021010317","74394514710","MANCHESTER AIRPORT, NH US","69.8","42.92963","-71.43559","2021-01-03T14:53:00","FM-15","7","0.0",null,"2021-01-03T19:53:00.000+0000","2021010319",25,33,30,29.81,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-03T14:53:00","FM-15","7","0.0",null,"2021-01-03T19:53:00.000+0000",58,66,61,29.9,230,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T01:20:00.000+0000","21.0","2021-01-03T19:20:00.000+0000","0.0","2021-01-03T21:20:00.000+0000",35,1,4.444444444444445,0.1111111111111111,13.333333333333334,0.3333333333333333,0,0,0,0,"2021-01-03T22:04:00.000+0000","2021-01-03T22:00:00.000+0000",1,2,1,1,1,2,1,2,3,3,1,3,3,1,3,3,1,5,5,1,6,6,1,6,8,0.75,9,9,1,9,9,1,9,9,1,9,9,1,1012,946,1790,2880,3699,4627,5413,6063,6564,6702,6724,6785,6853,0.0010033487180487665,0.021278235025477266,0],["2021-01-03T22:00:00.000+0000","CHO",1,3,7,"2021-01-03 00:00:00","9E",20363,"N8896A",10990,"VA",10397,"ATL","GA",1740,1809,29,29,1,1,"1700-1759",1927,1950,23,23,1,1,"1900-1959",0,0,457,2,0,0,0,0,23,2021,"KCHO","CHO","Charlottesville Albemarle Airport","Charlottesville","Virginia","US",639,38.1385993958,-78.4529037476,"America/New_York",146029376932,"2021-01-03T22:40:00.000+0000","2021010320","2021-01-03T20:40:00.000+0000","2021010319","2021010318","72401693736","CHARLOTTESVILLE ALBEMARLE AIRPORT, VA US","192.3","38.1374","-78.45513","2021-01-03T15:00:00","FM-16","7","0.0",null,"2021-01-03T20:00:00.000+0000","2021010320",41,45,43,29.19,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-03T14:52:00","FM-15","7","0.0",null,"2021-01-03T19:52:00.000+0000",34,49,42,28.93,290,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T00:27:00.000+0000","28.0","2021-01-03T20:20:00.000+0000","0.0","2021-01-03T21:54:00.000+0000",46,1,0,0,0,0,0,0,0,0,"2021-01-03T23:09:00.000+0000","2021-01-03T23:00:00.000+0000",0,1,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,0.5,3,3,1,3,3,1,3,3,1,3,3,1,917,869,1815,2659,3749,4568,5496,6282,6932,7433,7571,7593,7654,0.0005258824930526758,0.06086473773696765,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","OO",20304,"N936SW",14869,"UT",10779,"BTM","MT",1800,1756,-4,0,0,-1,"1800-1859",1923,1919,-4,0,0,-1,"1900-1959",0,0,358,2,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",103079366067,"2021-01-04T01:00:00.000+0000","2021010323","2021-01-03T23:00:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBTM","BTM","Bert Mooney Airport","Butte","Montana","US",5550,45.9547996521,-112.4970016479,"America/Denver","72774024135","BUTTE BERT MOONEY AIRPORT, MT US","1677.8","45.96436","-112.50147","2021-01-03T15:53:00","FM-15","7","0.0",null,"2021-01-03T22:53:00.000+0000",17,36,29,24.39,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T02:23:00.000+0000","0.0","2021-01-03T22:49:00.000+0000","0.0","2021-01-03T23:55:00.000+0000",65,0,17.06422018348624,0.28440366972477066,21.21476510067114,0.3691275167785235,22.76388888888889,0.375,18.285714285714285,0.42857142857142855,"2021-01-04T00:56:00.000+0000","2021-01-04T00:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.00018401710165110834,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","OO",20304,"N803SK",14869,"UT",10849,"BZN","MT",1800,1801,1,1,0,0,"1800-1859",1916,1925,9,9,0,0,"1900-1959",0,0,347,2,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",188979410289,"2021-01-04T01:00:00.000+0000","2021010323","2021-01-03T23:00:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-03T15:56:00","FM-15","7","0.0",null,"2021-01-03T22:56:00.000+0000",29,39,35,25.38,240,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T02:16:00.000+0000","0.0","2021-01-03T21:50:00.000+0000","0.0","2021-01-03T23:28:00.000+0000",92,0,17.06422018348624,0.28440366972477066,21.21476510067114,0.3691275167785235,22.76388888888889,0.375,18.285714285714285,0.42857142857142855,"2021-01-04T01:01:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.00140380310284129,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","DL",19790,"N867DN",14869,"UT",12892,"LAX","CA",1810,1811,1,1,0,0,"1800-1859",1905,1856,-9,0,0,-1,"1900-1959",0,0,590,3,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",51540430890,"2021-01-04T01:10:00.000+0000","2021010323","2021-01-03T23:10:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-03T14:53:00","FM-15","7","0.0",null,"2021-01-03T22:53:00.000+0000",51,60,55,29.81,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T03:05:00.000+0000","0.0","2021-01-03T21:50:00.000+0000","0.0","2021-01-03T23:32:00.000+0000",98,0,16.986301369863014,0.2831050228310502,21.792857142857144,0.38571428571428573,22.180555555555557,0.3611111111111111,16.58823529411765,0.4117647058823529,"2021-01-04T01:11:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.025922698918111255,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","DL",19790,"N586NW",14869,"UT",10397,"ATL","GA",1810,1843,33,33,1,2,"1800-1859",2331,21,50,50,1,3,"2300-2359",0,0,1590,7,0,0,17,0,33,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",25770239386,"2021-01-04T01:10:00.000+0000","2021010323","2021-01-03T23:10:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-03T17:52:00","FM-15","7","0.0",null,"2021-01-03T22:52:00.000+0000",33,45,40,28.96,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T04:31:00.000+0000","24.0","2021-01-03T19:35:00.000+0000","0.0","2021-01-03T23:40:00.000+0000",90,1,16.986301369863014,0.2831050228310502,21.792857142857144,0.38571428571428573,22.180555555555557,0.3611111111111111,16.58823529411765,0.4117647058823529,"2021-01-04T01:43:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.06086473773696765,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","DL",19790,"N352NB",14869,"UT",13198,"MCI","MO",1815,1835,20,20,1,1,"1800-1859",2129,2152,23,23,1,1,"2100-2159",0,0,920,4,0,0,3,0,20,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",257699359547,"2021-01-04T01:15:00.000+0000","2021010323","2021-01-03T23:15:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-03T16:53:00","FM-15","7","0.0","BR:1 ||","2021-01-03T22:53:00.000+0000",31,35,33,28.82,150,13,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T03:29:00.000+0000","0.0","2021-01-03T23:05:00.000+0000","0.0","2021-01-04T00:03:00.000+0000",72,0,16.986301369863014,0.2831050228310502,21.792857142857144,0.38571428571428573,22.180555555555557,0.3611111111111111,17.2,0.4,"2021-01-04T01:35:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.006209304769692481,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","DL",19790,"N372DN",14869,"UT",14107,"PHX","AZ",1815,1833,18,18,1,1,"1800-1859",1948,2015,27,27,1,1,"1900-1959",0,0,507,3,0,0,9,0,18,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",197569092624,"2021-01-04T01:15:00.000+0000","2021010323","2021-01-03T23:15:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-03T15:51:00","FM-15","7","0.0",null,"2021-01-03T22:51:00.000+0000",22,63,45,28.94,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T02:48:00.000+0000","25.0","2021-01-03T22:10:00.000+0000","0.0","2021-01-03T23:54:00.000+0000",81,1,16.986301369863014,0.2831050228310502,21.792857142857144,0.38571428571428573,22.180555555555557,0.3611111111111111,17.2,0.4,"2021-01-04T01:33:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.02722961443343419,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","DL",19790,"N324DX",14869,"UT",11433,"DTW","MI",1815,1811,-4,0,0,-1,"1800-1859",2334,2329,-5,0,0,-1,"2300-2359",0,0,1481,6,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",42949702186,"2021-01-04T01:15:00.000+0000","2021010323","2021-01-03T23:15:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-03T18:08:00","FM-16","7","0.0",null,"2021-01-03T23:08:00.000+0000",31,34,33,29.26,300,6,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T04:34:00.000+0000","0.0","2021-01-03T21:10:00.000+0000","0.0","2021-01-03T23:55:00.000+0000",80,0,16.986301369863014,0.2831050228310502,21.792857142857144,0.38571428571428573,22.180555555555557,0.3611111111111111,17.2,0.4,"2021-01-04T01:11:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.02546134919761326,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","OO",20304,"N194SY",14869,"UT",14747,"SEA","WA",1820,1814,-6,0,0,-1,"1800-1859",1943,1932,-11,0,0,-1,"1900-1959",0,0,689,3,0,0,0,0,0,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",17179891842,"2021-01-04T01:20:00.000+0000","2021010323","2021-01-03T23:20:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-03T14:53:00","FM-15","7","0.0",null,"2021-01-03T22:53:00.000+0000",43,48,46,29.52,160,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T03:43:00.000+0000","13.0","2021-01-03T22:40:00.000+0000","0.0","2021-01-04T00:38:00.000+0000",42,0,17.09090909090909,0.2863636363636364,22.201438848920862,0.39568345323741005,22.36111111111111,0.3611111111111111,15.607142857142858,0.35714285714285715,"2021-01-04T01:14:00.000+0000","2021-01-04T01:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.024352086269695063,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","OO",20304,"N744SK",14869,"UT",12892,"LAX","CA",1825,1944,79,79,1,5,"1800-1859",1930,2031,61,61,1,4,"1900-1959",0,0,590,3,0,0,0,0,61,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",163210031505,"2021-01-04T01:25:00.000+0000","2021010323","2021-01-03T23:25:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-03T14:53:00","FM-15","7","0.0",null,"2021-01-03T22:53:00.000+0000",51,60,55,29.81,240,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T03:30:00.000+0000","75.0","2021-01-03T23:02:00.000+0000","0.0","2021-01-04T00:55:00.000+0000",30,1,17.00900900900901,0.28378378378378377,22.15714285714286,0.39285714285714285,21.232876712328768,0.3424657534246575,17.782608695652176,0.34782608695652173,"2021-01-04T02:44:00.000+0000","2021-01-04T02:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.025922698918111255,0],["2021-01-04T01:00:00.000+0000","SLC",1,3,7,"2021-01-03 00:00:00","WN",19393,"N403WN",14869,"UT",12889,"LAS","NV",1850,2044,114,114,1,7,"1800-1859",1915,2055,100,100,1,6,"1900-1959",0,0,368,2,68,0,0,0,32,2021,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver",111669479373,"2021-01-04T01:50:00.000+0000","2021010323","2021-01-03T23:50:00.000+0000","2021010322","2021010321","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-03T15:54:00","FM-15","7","0.0",null,"2021-01-03T22:54:00.000+0000","2021010322",29,35,33,25.83,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T14:56:00","FM-15","7","0.0",null,"2021-01-03T22:56:00.000+0000",22,54,41,27.87,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T03:15:00.000+0000","1.0","2021-01-03T23:25:00.000+0000","0.0","2021-01-04T02:55:00.000+0000",-65,0,16.68122270742358,0.2794759825327511,21.636363636363637,0.3776223776223776,19.493333333333332,0.30666666666666664,13.235294117647058,0.23529411764705882,"2021-01-04T03:44:00.000+0000","2021-01-04T03:00:00.000+0000",17,10,28,35,0.8,54,57,0.9473684210526315,67,72,0.9305555555555556,83,83,1,124,130,0.9538461538461539,140,149,0.9395973154362416,167,176,0.9488636363636364,190,201,0.945273631840796,196,207,0.9468599033816425,203,216,0.9398148148148148,208,218,0.9541284403669725,208,218,0.9541284403669725,750,917,1929,2920,3789,4735,5579,6669,7488,8416,9202,9852,10353,0.023389003800428514,0.024255567547980073,0],["2021-01-04T02:00:00.000+0000","CVG",1,3,7,"2021-01-03 00:00:00","G4",20368,"313NV",11193,"KY",10466,"AZA","AZ",2100,2049,-11,0,0,-1,"2100-2159",2311,2232,-39,0,0,-2,"2300-2359",0,0,1553,7,0,0,0,0,0,2021,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York",8589993444,"2021-01-04T02:00:00.000+0000","2021010400","2021-01-04T00:00:00.000+0000","2021010323","2021010322","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-01-03T18:52:00","FM-15","7","0.0",null,"2021-01-03T23:52:00.000+0000","2021010323",29,35,33,29.1,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIWA","AZA","Phoenix-Mesa-Gateway Airport","Phoenix","Arizona","US",1382,33.30780029,-111.6549988,"America/Phoenix","72278623104","PHOENIX WILLIAMS GATEWAY AIRPORT, AZ US","421.2","33.3","-111.66667","2021-01-03T16:50:00","FM-15","7","0.0",null,"2021-01-03T23:50:00.000+0000",23,61,45,28.67,250,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:11:00.000+0000","6.0","2021-01-03T21:55:00.000+0000","0.0","2021-01-04T00:28:00.000+0000",92,0,9.226666666666667,0.21333333333333335,13.083333333333334,0.3333333333333333,17.285714285714285,0.47619047619047616,17.666666666666668,0.4444444444444444,"2021-01-04T01:49:00.000+0000","2021-01-04T01:00:00.000+0000",2,2,7,9,0.7777777777777778,14,14,1,19,21,0.9047619047619048,22,24,0.9166666666666666,29,30,0.9666666666666667,35,36,0.9722222222222222,38,41,0.926829268292683,47,49,0.9591836734693877,49,51,0.9607843137254902,51,52,0.9807692307692307,58,62,0.9354838709677419,70,75,0.9333333333333333,707,943,1860,2872,3863,4732,5678,6522,7612,8431,9359,10145,10795,0.005686467422394725,0.0013438653546032299,0],["2021-01-04T02:00:00.000+0000","CVG",1,3,7,"2021-01-03 00:00:00","F9",20436,"N339FR",11193,"KY",13204,"MCO","FL",2114,2115,1,1,0,0,"2100-2159",2329,2329,0,0,0,0,"2300-2359",0,0,757,4,0,0,0,0,0,2021,"KCVG","CVG","Cincinnati Northern Kentucky International Airport","Hebron","Kentucky","US",896,39.0488014221,-84.6678009033,"America/New_York",94490585422,"2021-01-04T02:14:00.000+0000","2021010400","2021-01-04T00:14:00.000+0000","2021010323","2021010322","72421093814","CINCINNATI NORTHERN KENTUCKY INTERNATIONAL AIRPORT, KY US","262.4","39.04443","-84.67241","2021-01-03T18:52:00","FM-15","7","0.0",null,"2021-01-03T23:52:00.000+0000","2021010323",29,35,33,29.1,260,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-03T18:53:00","FM-15","7","0.0",null,"2021-01-03T23:53:00.000+0000",56,64,59,29.93,260,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T04:29:00.000+0000","26.0","2021-01-03T23:05:00.000+0000","0.0","2021-01-04T01:18:00.000+0000",56,1,9.492753623188406,0.21739130434782608,12.837837837837839,0.32432432432432434,15.142857142857142,0.42857142857142855,11.333333333333334,0.3333333333333333,"2021-01-04T02:15:00.000+0000","2021-01-04T02:00:00.000+0000",2,2,7,9,0.7777777777777778,14,14,1,19,21,0.9047619047619048,22,24,0.9166666666666666,29,30,0.9666666666666667,35,36,0.9722222222222222,38,41,0.926829268292683,47,49,0.9591836734693877,49,51,0.9607843137254902,51,52,0.9807692307692307,58,62,0.9354838709677419,70,75,0.9333333333333333,707,943,1860,2872,3863,4732,5678,6522,7612,8431,9359,10145,10795,0.005686467422394725,0.021278235025477266,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N488WN",12889,"NV",10713,"BOI","ID",2000,2016,16,16,1,1,"2000-2059",2245,2253,8,8,0,0,"2200-2259",0,0,519,3,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",51540949474,"2021-01-04T04:00:00.000+0000","2021010402","2021-01-04T02:00:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-01-03T18:53:00","FM-15","7","0.0",null,"2021-01-04T01:53:00.000+0000",35,39,37,27.13,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T05:45:00.000+0000","28.0","2021-01-04T01:45:00.000+0000","0.0","2021-01-04T03:20:00.000+0000",40,1,6.014925373134329,0.13432835820895522,7.983739837398374,0.17886178861788618,5.3090909090909095,0.10909090909090909,3.4,0.06666666666666667,"2021-01-04T04:16:00.000+0000","2021-01-04T04:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.003826511322471923,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","F9",20436,"N710FR",12889,"NV",11292,"DEN","CO",2010,2010,0,0,0,0,"2000-2059",2307,2258,-9,0,0,-1,"2300-2359",0,0,628,3,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",42950613209,"2021-01-04T04:10:00.000+0000","2021010402","2021-01-04T02:10:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T18:53:00","FM-15","7","0.0",null,"2021-01-04T01:53:00.000+0000",19,42,33,24.48,260,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:07:00.000+0000","0.0","2021-01-04T01:01:00.000+0000","0.0","2021-01-04T02:39:00.000+0000",91,0,6.246031746031746,0.1388888888888889,7.760330578512397,0.1652892561983471,5.528301886792453,0.11320754716981132,1.5384615384615385,0,"2021-01-04T04:10:00.000+0000","2021-01-04T04:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.04989895874421001,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","NK",20416,"N918NK",12889,"NV",12266,"IAH","TX",2026,2021,-5,0,0,-1,"2000-2059",118,107,-11,0,0,-1,"0001-0559",0,0,1222,5,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",8590204510,"2021-01-04T04:26:00.000+0000","2021010402","2021-01-04T02:26:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-03T19:53:00","FM-15","7","0.0",null,"2021-01-04T01:53:00.000+0000",46,59,52,29.95,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T07:18:00.000+0000","358.0","2021-01-04T02:10:00.000+0000","0.0","2021-01-04T04:28:00.000+0000",-2,1,6.380952380952381,0.14682539682539683,7.809917355371901,0.17355371900826447,5.793103448275862,0.1206896551724138,4.647058823529412,0.11764705882352941,"2021-01-04T04:21:00.000+0000","2021-01-04T04:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.02035804439442713,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N8660A",12889,"NV",13796,"OAK","CA",2045,2056,11,11,0,0,"2000-2059",2215,2220,5,5,0,0,"2200-2259",0,0,407,2,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",77309763245,"2021-01-04T04:45:00.000+0000","2021010402","2021-01-04T02:45:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-03T17:53:00","FM-15","7","0.0","BR:1 ||","2021-01-04T01:53:00.000+0000",49,52,50,30.1,0,0,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:15:00.000+0000","24.0","2021-01-03T22:40:00.000+0000","0.0","2021-01-04T03:45:00.000+0000",60,1,6.669354838709677,0.1532258064516129,7.900826446280992,0.1652892561983471,4.637931034482759,0.1206896551724138,6.238095238095238,0.14285714285714285,"2021-01-04T04:56:00.000+0000","2021-01-04T04:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.005897437334667352,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N906WN",12889,"NV",10800,"BUR","CA",2050,2128,38,38,1,2,"2000-2059",2155,2220,25,25,1,1,"2100-2159",0,0,223,1,25,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",77310199259,"2021-01-04T04:50:00.000+0000","2021010402","2021-01-04T02:50:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","222.7","34.19966","-118.36543","2021-01-03T17:53:00","FM-15","7","0.0",null,"2021-01-04T01:53:00.000+0000",48,56,52,29.36,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T05:55:00.000+0000","0.0","2021-01-04T01:20:00.000+0000","0.0","2021-01-04T04:15:00.000+0000",35,0,6.710843373493976,0.1566265060240964,7.991666666666666,0.175,4.931034482758621,0.13793103448275862,7.833333333333333,0.2222222222222222,"2021-01-04T05:28:00.000+0000","2021-01-04T05:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.0026359316707458835,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N8309C",12889,"NV",14893,"SMF","CA",2050,2122,32,32,1,2,"2000-2059",2225,2245,20,20,1,1,"2200-2259",0,0,397,2,11,0,0,0,9,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",85899822541,"2021-01-04T04:50:00.000+0000","2021010402","2021-01-04T02:50:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-03T17:53:00","FM-15","7","0.0",null,"2021-01-04T01:53:00.000+0000",48,50,49,30.14,320,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:25:00.000+0000","25.0","2021-01-03T22:45:00.000+0000","0.0","2021-01-04T04:00:00.000+0000",50,1,6.710843373493976,0.1566265060240964,7.991666666666666,0.175,4.931034482758621,0.13793103448275862,7.833333333333333,0.2222222222222222,"2021-01-04T05:22:00.000+0000","2021-01-04T05:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.006825443714971051,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N7824A",12889,"NV",10140,"ABQ","NM",2050,2123,33,33,1,2,"2000-2059",2315,2341,26,26,1,1,"2300-2359",0,0,486,2,13,0,0,0,13,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",103080176878,"2021-01-04T04:50:00.000+0000","2021010402","2021-01-04T02:50:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.4","35.04189","-106.61545","2021-01-03T18:52:00","FM-15","7","0.0",null,"2021-01-04T01:52:00.000+0000",16,43,33,24.75,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:15:00.000+0000","35.0","2021-01-03T23:30:00.000+0000","0.0","2021-01-04T04:10:00.000+0000",40,1,6.710843373493976,0.1566265060240964,7.991666666666666,0.175,4.931034482758621,0.13793103448275862,7.833333333333333,0.2222222222222222,"2021-01-04T05:23:00.000+0000","2021-01-04T05:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.002850619359073829,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","NK",20416,"N601NK",12889,"NV",11298,"DFW","TX",2055,2119,24,24,1,1,"2000-2059",128,150,22,22,1,1,"0001-0559",0,0,1055,5,10,0,12,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",77310011022,"2021-01-04T04:55:00.000+0000","2021010402","2021-01-04T02:55:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-03T20:53:00","FM-15","7","0.0",null,"2021-01-04T02:53:00.000+0000",32,50,42,29.31,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T07:28:00.000+0000","35.0","2021-01-04T00:19:00.000+0000","0.0","2021-01-04T03:36:00.000+0000",79,1,6.7103174603174605,0.15873015873015872,7.959349593495935,0.17886178861788618,5.016393442622951,0.14754098360655737,7.45,0.25,"2021-01-04T05:19:00.000+0000","2021-01-04T05:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.05317469890719319,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N7866A",12889,"NV",14057,"PDX","OR",2055,2057,2,2,0,0,"2000-2059",2315,2315,0,0,0,0,"2300-2359",0,0,763,4,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",231929273381,"2021-01-04T04:55:00.000+0000","2021010402","2021-01-04T02:55:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-03T18:53:00","FM-15","7","0.03","-RA:02 |RA |RA","2021-01-04T02:53:00.000+0000",43,48,46,29.84,110,9,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T07:15:00.000+0000","0.0","2021-01-04T03:00:00.000+0000","0.0","2021-01-04T04:20:00.000+0000",35,0,6.7103174603174605,0.15873015873015872,7.959349593495935,0.17886178861788618,5.016393442622951,0.14754098360655737,7.45,0.25,"2021-01-04T04:57:00.000+0000","2021-01-04T04:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.00798001234087441,0],["2021-01-04T04:00:00.000+0000","LAS",1,3,7,"2021-01-03 00:00:00","WN",19393,"N8503A",12889,"NV",11292,"DEN","CO",2055,2054,-1,0,0,-1,"2000-2059",2345,2335,-10,0,0,-1,"2300-2359",0,0,628,3,0,0,0,0,0,2021,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles",85899947646,"2021-01-04T04:55:00.000+0000","2021010402","2021-01-04T02:55:00.000+0000","2021010401","2021010400","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000","2021010401",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-03T19:53:00","FM-15","7","0.0",null,"2021-01-04T02:53:00.000+0000",19,38,31,24.5,260,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:45:00.000+0000","1.0","2021-01-04T02:30:00.000+0000","0.0","2021-01-04T04:00:00.000+0000",55,0,6.7103174603174605,0.15873015873015872,7.959349593495935,0.17886178861788618,5.016393442622951,0.14754098360655737,7.45,0.25,"2021-01-04T04:54:00.000+0000","2021-01-04T04:00:00.000+0000",12,10,17,15,1.1333333333333333,37,39,0.9487179487179487,53,55,0.9636363636363636,77,76,1.013157894736842,102,104,0.9807692307692307,122,123,0.991869918699187,142,143,0.993006993006993,161,163,0.9877300613496932,183,183,1,203,205,0.9902439024390244,229,233,0.9828326180257511,258,268,0.9626865671641791,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.024255567547980073,0.04989895874421001,0],["2021-01-04T04:00:00.000+0000","RNO",1,3,7,"2021-01-03 00:00:00","G4",20368,"309NV",14570,"NV",12889,"LAS","NV",2007,1955,-12,0,0,-1,"2000-2059",2118,2101,-17,0,0,-2,"2100-2159",0,0,345,2,0,0,0,0,0,2021,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",240518369181,"2021-01-04T04:07:00.000+0000","2021010402","2021-01-04T02:07:00.000+0000","2021010401","2021010400","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-01-03T17:55:00","FM-15","7","0.0",null,"2021-01-04T01:55:00.000+0000","2021010401",31,46,39,25.68,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T05:18:00.000+0000","0.0","2021-01-04T01:59:00.000+0000","0.0","2021-01-04T03:22:00.000+0000",45,0,4.133333333333334,0.08888888888888889,9,0.2222222222222222,9.777777777777779,0.2222222222222222,25.666666666666668,0.6666666666666666,"2021-01-04T03:55:00.000+0000","2021-01-04T03:00:00.000+0000",0,2,1,4,0.25,5,6,0.8333333333333334,7,9,0.7777777777777778,11,12,0.9166666666666666,13,14,0.9285714285714286,17,19,0.8947368421052632,19,23,0.8260869565217391,26,30,0.8666666666666667,31,33,0.9393939393939394,32,35,0.9142857142857143,36,38,0.9473684210526315,44,47,0.9361702127659575,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.0027247933115696504,0.024255567547980073,0],["2021-01-04T04:00:00.000+0000","RNO",1,3,7,"2021-01-03 00:00:00","WN",19393,"N711HK",14570,"NV",12889,"LAS","NV",2045,2112,27,27,1,1,"2000-2059",2200,2222,22,22,1,1,"2200-2259",0,0,345,2,0,0,0,0,22,2021,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles",171799988145,"2021-01-04T04:45:00.000+0000","2021010402","2021-01-04T02:45:00.000+0000","2021010401","2021010400","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-01-03T17:55:00","FM-15","7","0.0",null,"2021-01-04T01:55:00.000+0000","2021010401",31,46,39,25.68,80,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-03T17:56:00","FM-15","7","0.0",null,"2021-01-04T01:56:00.000+0000",23,50,39,27.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T06:00:00.000+0000","0.0","2021-01-04T03:00:00.000+0000","0.0","2021-01-04T04:00:00.000+0000",45,0,4.769230769230769,0.10256410256410256,8.0625,0.1875,11,0.25,29,0.5,"2021-01-04T05:12:00.000+0000","2021-01-04T05:00:00.000+0000",0,2,1,4,0.25,5,6,0.8333333333333334,7,9,0.7777777777777778,11,12,0.9166666666666666,13,14,0.9285714285714286,17,19,0.8947368421052632,19,23,0.8260869565217391,26,30,0.8666666666666667,31,33,0.9393939393939394,32,35,0.9142857142857143,36,38,0.9473684210526315,44,47,0.9361702127659575,165,750,1600,2543,3460,4472,5463,6332,7278,8122,9212,10031,10959,0.0027247933115696504,0.024255567547980073,0],["2021-01-04T12:00:00.000+0000","MFE",1,4,1,"2021-01-04 00:00:00","MQ",20398,"N263NN",13256,"TX",11298,"DFW","TX",603,559,-4,0,0,-1,"0600-0659",745,753,8,8,0,0,"0700-0759",0,0,469,2,0,0,0,0,0,2021,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago",240518930742,"2021-01-04T12:03:00.000+0000","2021010410","2021-01-04T10:03:00.000+0000","2021010409","2021010408","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-01-04T03:57:00","FM-16","7","0.0","BR:1 ||","2021-01-04T09:57:00.000+0000","2021010409",50,51,50,29.91,120,3,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-04T03:53:00","FM-15","7","0.0",null,"2021-01-04T09:53:00.000+0000",35,40,38,29.33,10,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T13:45:00.000+0000","0.0","2021-01-04T02:40:00.000+0000","0.0","2021-01-04T04:26:00.000+0000",457,0,0,0,0,0,0,0,0,0,"2021-01-04T11:59:00.000+0000","2021-01-04T11:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,2,2,1,3,3,1,630,29,78,146,247,391,556,960,1667,2417,3267,4210,5127,0.0007579666588083135,0.05317469890719319,0],["2021-01-04T14:00:00.000+0000","DSM",1,4,1,"2021-01-04 00:00:00","9E",20363,"N655CA",11423,"IA",13487,"MSP","MN",800,751,-9,0,0,-1,"0800-0859",922,904,-18,0,0,-2,"0900-0959",0,0,232,1,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",163209694878,"2021-01-04T14:00:00.000+0000","2021010412","2021-01-04T12:00:00.000+0000","2021010411","2021010410","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-01-04T05:54:00","FM-15","7","0.0","BR:1 |s |","2021-01-04T11:54:00.000+0000","2021010411",27,28,28,28.89,200,9,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-04T05:53:00","FM-15","7","0.0","BR:1 ||","2021-01-04T11:53:00.000+0000",21,23,22,28.89,150,10,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T15:22:00.000+0000","0.0","2021-01-04T00:00:00.000+0000","0.0","2021-01-04T01:22:00.000+0000",758,0,5,0.3333333333333333,0,0,0,0,0,0,"2021-01-04T13:51:00.000+0000","2021-01-04T13:00:00.000+0000",1,2,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,3,0,null,4,1,4,856,456,593,622,671,739,840,984,1149,1553,2260,3010,3860,0.00247363956176728,0.02390247119715781,0],["2021-01-04T14:00:00.000+0000","DSM",1,4,1,"2021-01-04 00:00:00","YX",20452,"N641RW",11423,"IA",13930,"ORD","IL",830,824,-6,0,0,-1,"0800-0859",1001,1000,-1,0,0,-1,"1000-1059",0,0,299,2,0,0,0,0,0,2021,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago",51540014231,"2021-01-04T14:30:00.000+0000","2021010412","2021-01-04T12:30:00.000+0000","2021010411","2021010410","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-01-04T05:54:00","FM-15","7","0.0","BR:1 |s |","2021-01-04T11:54:00.000+0000","2021010411",27,28,28,28.89,200,9,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-04T06:07:00","FM-16","7","0.0","BR:1 |s |","2021-01-04T12:07:00.000+0000",22,25,24,29.27,200,8,0.5,"BR:1 ","s ","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T16:01:00.000+0000","0.0","2021-01-04T01:40:00.000+0000","0.0","2021-01-04T03:09:00.000+0000",681,0,6.333333333333333,0.3333333333333333,6.333333333333333,0.3333333333333333,6.333333333333333,0.3333333333333333,6.333333333333333,0.3333333333333333,"2021-01-04T14:24:00.000+0000","2021-01-04T14:00:00.000+0000",1,2,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,3,0,null,4,1,4,856,456,593,622,671,739,840,984,1149,1553,2260,3010,3860,0.00247363956176728,0.03551113735875623,0],["2021-01-04T15:00:00.000+0000","LGB",1,4,1,"2021-01-04 00:00:00","WN",19393,"N720WN",12954,"CA",14893,"SMF","CA",710,700,-10,0,0,-1,"0700-0759",840,811,-29,0,0,-2,"0800-0859",0,0,387,2,0,0,0,0,0,2021,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles",154618997674,"2021-01-04T15:10:00.000+0000","2021010413","2021-01-04T13:10:00.000+0000","2021010412","2021010411","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","10.2","33.81177","-118.14718","2021-01-04T05:07:00","FM-16","7","0.0","BR:1 ||","2021-01-04T13:07:00.000+0000","2021010413",47,49,48,30.14,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-04T04:53:00","FM-15","7","0.0",null,"2021-01-04T12:53:00.000+0000",48,50,49,30.09,190,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T16:40:00.000+0000","4.0","2021-01-04T03:55:00.000+0000","0.0","2021-01-04T05:20:00.000+0000",590,0,3,0,0,0,0,0,0,0,"2021-01-04T15:00:00.000+0000","2021-01-04T15:00:00.000+0000",3,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,2,1,2,2,1,2,2,1,5,4,1.25,869,630,1086,1223,1252,1301,1369,1470,1614,1779,2183,2890,3640,0.001670587693185177,0.006825443714971051,0],["2021-01-04T15:00:00.000+0000","LGB",1,4,1,"2021-01-04 00:00:00","OO",20304,"N302SY",12954,"CA",14869,"SLC","UT",730,724,-6,0,0,-1,"0700-0759",1027,1014,-13,0,0,-1,"1000-1059",0,0,588,3,0,0,0,0,0,2021,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles",249108888334,"2021-01-04T15:30:00.000+0000","2021010413","2021-01-04T13:30:00.000+0000","2021010412","2021010411","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","10.2","33.81177","-118.14718","2021-01-04T05:27:00","FM-16","7","0.0","BR:1 ||","2021-01-04T13:27:00.000+0000","2021010413",46,47,47,30.15,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-04T05:54:00","FM-15","7","0.0",null,"2021-01-04T12:54:00.000+0000",26,30,28,25.89,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T17:27:00.000+0000","0.0","2021-01-04T03:55:00.000+0000","11.0","2021-01-04T05:48:00.000+0000",582,0,3,0,0,0,0,0,0,0,"2021-01-04T15:24:00.000+0000","2021-01-04T15:00:00.000+0000",3,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,2,1,2,2,1,2,2,1,5,4,1.25,869,630,1086,1223,1252,1301,1369,1470,1614,1779,2183,2890,3640,0.001670587693185177,0.023389003800428514,0],["2021-01-04T15:00:00.000+0000","LGB",1,4,1,"2021-01-04 00:00:00","HA",19690,"N220HA",12954,"CA",12173,"HNL","HI",730,724,-6,0,0,-1,"0700-0759",1135,1124,-11,0,0,-1,"1100-1159",0,0,2569,11,0,0,0,0,0,2021,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles",223338831434,"2021-01-04T15:30:00.000+0000","2021010413","2021-01-04T13:30:00.000+0000","2021010412","2021010411","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","10.2","33.81177","-118.14718","2021-01-04T05:27:00","FM-16","7","0.0","BR:1 ||","2021-01-04T13:27:00.000+0000","2021010413",46,47,47,30.15,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-04T02:53:00","FM-15","7","0.0",null,"2021-01-04T12:53:00.000+0000",64,73,67,30.09,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T21:35:00.000+0000","6.0","2021-01-03T22:00:00.000+0000","14.0","2021-01-04T03:30:00.000+0000",720,0,3,0,0,0,0,0,0,0,"2021-01-04T15:24:00.000+0000","2021-01-04T15:00:00.000+0000",3,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,2,2,1,2,2,1,2,2,1,5,4,1.25,869,630,1086,1223,1252,1301,1369,1470,1614,1779,2183,2890,3640,0.001670587693185177,0.006559608506287927,0],["2021-01-04T16:00:00.000+0000","FSD",1,4,1,"2021-01-04 00:00:00","MQ",20398,"N688AE",11775,"SD",13930,"ORD","IL",1038,1049,11,11,0,0,"1000-1059",1223,1232,9,9,0,0,"1200-1259",0,0,463,2,0,0,0,0,0,2021,"KFSD","FSD","Joe Foss Field Airport","Sioux Falls","South Dakota","US",1429,43.5820007324,-96.741897583,"America/Chicago",60130202383,"2021-01-04T16:38:00.000+0000","2021010414","2021-01-04T14:38:00.000+0000","2021010413","2021010412","72651014944","SIOUX FALLS FOSS FIELD, SD US","432.4","43.57751","-96.75387","2021-01-04T07:56:00","FM-15","7","0.0",null,"2021-01-04T13:56:00.000+0000","2021010413",27,32,30,28.39,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-04T07:51:00","FM-15","7","0.0","-SN:03 FZ:8 FG:2 |FG SN |","2021-01-04T13:51:00.000+0000",22,25,24,29.28,180,9,0.5,"-SN:03 FZ:8 FG:2 ","FG SN ","",0,0,0,1,0,0,1,1,0,0,0,0,0,0,1,1,"2021-01-04T18:23:00.000+0000","0.0","2021-01-04T14:25:00.000+0000","0.0","2021-01-04T16:13:00.000+0000",25,0,64,0.2,64,0.2,80,0.25,0,0,"2021-01-04T16:49:00.000+0000","2021-01-04T16:00:00.000+0000",1,1,1,0,null,2,3,0.6666666666666666,3,4,0.75,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,4,4,1,1059,770,1400,1856,1993,2022,2071,2139,2240,2384,2549,2953,3660,0.0014058010019074288,0.03551113735875623,0],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N118SY",11292,"CO",11423,"DSM","IA",1400,1358,-2,0,0,-1,"1400-1459",1644,1639,-5,0,0,-1,"1600-1659",0,0,589,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",257698821240,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-01-04T12:54:00","FM-15","7","0.0",null,"2021-01-04T18:54:00.000+0000",30,37,34,28.89,300,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:44:00.000+0000","0.0","2021-01-04T17:25:00.000+0000","0.0","2021-01-04T19:53:00.000+0000",67,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:58:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00247363956176728,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N454SW",11292,"CO",10620,"BIL","MT",1400,1355,-5,0,0,-1,"1400-1459",1542,1530,-12,0,0,-1,"1500-1559",0,0,455,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",188978986227,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",16,42,32,26.26,230,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:42:00.000+0000","0.0","2021-01-04T18:38:00.000+0000","0.0","2021-01-04T19:53:00.000+0000",67,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:55:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0009662555092288068,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N947SW",11292,"CO",10627,"BIS","ND",1400,1356,-4,0,0,-1,"1400-1459",1645,1640,-5,0,0,-1,"1600-1659",0,0,516,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",60129916718,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",24,42,35,28.16,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:45:00.000+0000","22.0","2021-01-04T17:56:00.000+0000","0.0","2021-01-04T20:08:00.000+0000",52,1,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:56:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0009694807462608872,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N602UX",11292,"CO",10397,"ATL","GA",1400,1451,51,51,1,3,"1400-1459",1900,1928,28,28,1,1,"1900-1959",0,0,1199,5,28,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",34359747719,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-04T13:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",33,56,45,28.93,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:00:00.000+0000","0.0","2021-01-04T17:54:00.000+0000","0.0","2021-01-04T20:10:00.000+0000",50,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T21:51:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.06086473773696765,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N969SW",11292,"CO",15582,"VEL","UT",1400,1355,-5,0,0,-1,"1400-1459",1511,1508,-3,0,0,-1,"1500-1559",0,0,259,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",1762,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KVEL","VEL","x","x","x","x",0,0,0,"America/Denver","72570594030","VERNAL MUNICIPAL AIRPORT, UT US","1604.9","40.44293","-109.51278","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",6,11,10,24.97,90,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:11:00.000+0000","0.0","2021-01-04T18:00:00.000+0000","0.0","2021-01-04T19:41:00.000+0000",79,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:55:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00016318385737275597,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N618UX",11292,"CO",14869,"SLC","UT",1400,1357,-3,0,0,-1,"1400-1459",1540,1532,-8,0,0,-1,"1500-1559",0,0,391,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",128849277756,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-04T11:54:00","FM-15","7","0.0",null,"2021-01-04T18:54:00.000+0000",26,41,35,25.82,160,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:40:00.000+0000","0.0","2021-01-04T17:45:00.000+0000","0.0","2021-01-04T20:10:00.000+0000",50,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:57:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.023389003800428514,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N903EV",11292,"CO",15048,"SUX","IA",1400,1359,-1,0,0,-1,"1400-1459",1642,1628,-14,0,0,-1,"1600-1659",0,0,466,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",25770004481,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSUX","SUX","Sioux Gateway Col. Bud Day Field","Sioux City","Iowa","US",1098,42.40259933,-96.38439941,"America/Chicago","72557014943","SIOUX CITY AIRPORT, IA US","332.8","42.39169","-96.37948","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",31,40,36,28.82,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:42:00.000+0000","0.0","2021-01-04T18:25:00.000+0000","0.0","2021-01-04T19:30:00.000+0000",90,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:59:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00017547978639152132,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N693BR",11292,"CO",14783,"SGF","MO",1400,1357,-3,0,0,-1,"1400-1459",1650,1653,3,3,0,0,"1600-1659",0,0,637,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",154619361242,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSGF","SGF","Springfield Branson National Airport","Springfield","Missouri","US",1268,37.24570084,-93.38860321,"America/Chicago","72440013995","SPRINGFIELD WEATHER SERVICE OFFICE AIRPORT, MO US","384.7","37.23983","-93.38995","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",36,52,45,28.59,250,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:50:00.000+0000","27.0","2021-01-04T17:45:00.000+0000","0.0","2021-01-04T20:02:00.000+0000",58,1,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:57:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0015084558980645848,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N826UA",11292,"CO",12953,"LGA","NY",1400,1355,-5,0,0,-1,"1400-1459",1935,1919,-16,0,0,-2,"1900-1959",0,0,1620,7,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",111670169932,"2021-01-04T21:00:00.000+0000","2021010419","2021-01-04T19:00:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-01-04T13:51:00","FM-15","7","0.0",null,"2021-01-04T18:51:00.000+0000",32,43,38,29.91,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:35:00.000+0000","0.0","2021-01-04T15:30:00.000+0000","0.0","2021-01-04T20:04:00.000+0000",56,0,4.908424908424909,0.08791208791208792,5.026515151515151,0.09090909090909091,5.645161290322581,0.10752688172043011,7.172413793103448,0.12643678160919541,"2021-01-04T20:55:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.009699126198496767,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N615UX",11292,"CO",14570,"RNO","NV",1402,1401,-1,0,0,-1,"1400-1459",1536,1538,2,2,0,0,"1500-1559",0,0,804,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",120260191572,"2021-01-04T21:02:00.000+0000","2021010419","2021-01-04T19:02:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-01-04T10:55:00","FM-15","7","0.0",null,"2021-01-04T18:55:00.000+0000",32,52,43,25.48,170,33,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:36:00.000+0000","0.0","2021-01-04T17:17:00.000+0000","0.0","2021-01-04T20:01:00.000+0000",61,0,4.908424908424909,0.08791208791208792,5.143968871595331,0.0933852140077821,5.675675675675675,0.10810810810810811,6.988095238095238,0.11904761904761904,"2021-01-04T21:01:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0027247933115696504,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N246LV",11292,"CO",10397,"ATL","GA",1405,1434,29,29,1,1,"1400-1459",1850,1913,23,23,1,1,"1800-1859",0,0,1199,5,23,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",163208862147,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-04T13:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",33,56,45,28.93,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:50:00.000+0000","0.0","2021-01-04T17:50:00.000+0000","0.0","2021-01-04T20:25:00.000+0000",40,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T21:34:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.06086473773696765,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N854UA",11292,"CO",13198,"MCI","MO",1405,1356,-9,0,0,-1,"1400-1459",1638,1629,-9,0,0,-1,"1600-1659",0,0,533,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",214749308015,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",33,42,38,28.91,330,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:38:00.000+0000","0.0","2021-01-04T17:35:00.000+0000","0.0","2021-01-04T19:52:00.000+0000",73,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T20:56:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.006209304769692481,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N62883",11292,"CO",12892,"LAX","CA",1405,1403,-2,0,0,-1,"1400-1459",1531,1525,-6,0,0,-1,"1500-1559",0,0,862,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",128849363077,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-04T10:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-04T18:53:00.000+0000",51,57,54,29.83,0,0,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:31:00.000+0000","0.0","2021-01-04T15:55:00.000+0000","0.0","2021-01-04T20:02:00.000+0000",63,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T21:03:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.025922698918111255,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N912EV",11292,"CO",12094,"HDN","CO",1405,1405,0,0,0,0,"1400-1459",1513,1508,-5,0,0,-1,"1500-1559",0,0,141,1,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",137440239810,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHDN","HDN","Yampa Valley Airport","Hayden","Colorado","US",6606,40.48120117,-107.2180023,"America/Denver","72571094025","HAYDEN YAMPA VALLEY AIRPORT, CO US","2011.7","40.48111","-107.2175","2021-01-04T11:56:00","FM-15","7","0.0",null,"2021-01-04T18:56:00.000+0000",18,31,26,23.69,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:13:00.000+0000","35.0","2021-01-04T18:27:00.000+0000","0.0","2021-01-04T20:07:00.000+0000",58,1,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T21:05:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0003579617701797237,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N206SY",11292,"CO",10713,"BOI","ID",1405,1434,29,29,1,1,"1400-1459",1614,1626,12,12,0,0,"1600-1659",0,0,649,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",154619361257,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOI","BOI","Boise Air Terminal/Gowen field","Boise","Idaho","US",2871,43.56439972,-116.2229996,"America/Boise","72681024131","BOISE AIR TERMINAL, ID US","860.5","43.56705","-116.24062","2021-01-04T11:53:00","FM-15","7","0.04","-RA:02 |RA |RA","2021-01-04T18:53:00.000+0000",38,43,41,26.96,120,20,4,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:14:00.000+0000","0.0","2021-01-04T16:20:00.000+0000","0.0","2021-01-04T20:00:00.000+0000",65,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T21:34:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.003826511322471923,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N444UA",11292,"CO",10849,"BZN","MT",1405,1356,-9,0,0,-1,"1400-1459",1551,1559,8,8,0,0,"1500-1559",0,0,524,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",249108612039,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBZN","BZN","Gallatin Field","Bozeman","Montana","US",4473,45.77750015,-111.1529999,"America/Denver","72679724132","BOZEMAN GALLATIN FIELD AIRPORT, MT US","1350.7","45.78759","-111.16152","2021-01-04T11:56:00","FM-15","7","0.0",null,"2021-01-04T18:56:00.000+0000",19,34,28,25.44,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:51:00.000+0000","0.0","2021-01-04T17:30:00.000+0000","0.0","2021-01-04T19:55:00.000+0000",70,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T20:56:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00140380310284129,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N7736A",11292,"CO",13198,"MCI","MO",1405,1400,-5,0,0,-1,"1400-1459",1635,1636,1,1,0,0,"1600-1659",0,0,533,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",197569280438,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",33,42,38,28.91,330,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:35:00.000+0000","0.0","2021-01-04T18:55:00.000+0000","0.0","2021-01-04T20:20:00.000+0000",45,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T21:00:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.006209304769692481,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N917SW",11292,"CO",14120,"PIR","SD",1405,1401,-4,0,0,-1,"1400-1459",1633,1624,-9,0,0,-1,"1600-1659",0,0,385,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",51540266074,"2021-01-04T21:05:00.000+0000","2021010419","2021-01-04T19:05:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIR","PIR","Pierre Regional Airport","Pierre","South Dakota","US",1744,44.38270187,-100.2860031,"America/Chicago","72656024025","PIERRE REGIONAL AIRPORT, SD US","523.9","44.38191","-100.28641","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",22,46,37,28.16,290,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:33:00.000+0000","0.0","2021-01-04T18:40:00.000+0000","0.0","2021-01-04T19:59:00.000+0000",66,0,4.888489208633094,0.08992805755395683,5.1183206106870225,0.09541984732824428,5.626315789473685,0.11052631578947368,6.808988764044944,0.12359550561797752,"2021-01-04T21:01:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00017054445037841047,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","F9",20436,"N310FR",11292,"CO",10821,"BWI","MD",1406,1357,-9,0,0,-1,"1400-1459",1925,1925,0,0,0,0,"1900-1959",0,0,1491,6,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",68719926713,"2021-01-04T21:06:00.000+0000","2021010419","2021-01-04T19:06:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-04T13:54:00","FM-15","7","0.0",null,"2021-01-04T18:54:00.000+0000",34,47,41,29.79,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:25:00.000+0000","0.0","2021-01-04T17:50:00.000+0000","0.0","2021-01-04T20:13:00.000+0000",53,0,4.888489208633094,0.08992805755395683,5.157692307692308,0.09615384615384616,5.578378378378378,0.10810810810810811,6.872093023255814,0.12790697674418605,"2021-01-04T20:57:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.014276830762040374,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","F9",20436,"N359FR",11292,"CO",15919,"XNA","AR",1409,1353,-16,0,0,-2,"1400-1459",1651,1634,-17,0,0,-2,"1600-1659",0,0,616,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",257699076851,"2021-01-04T21:09:00.000+0000","2021010419","2021-01-04T19:09:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","389.6","36.28975","-94.31152","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",34,55,45,28.58,260,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:51:00.000+0000","0.0","2021-01-04T16:59:00.000+0000","0.0","2021-01-04T20:16:00.000+0000",53,0,4.888489208633094,0.08992805755395683,5.157692307692308,0.09615384615384616,5.578378378378378,0.10810810810810811,6.872093023255814,0.12790697674418605,"2021-01-04T20:53:00.000+0000","2021-01-04T20:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0015539382267654863,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N814UA",11292,"CO",13871,"OMA","NE",1410,1405,-5,0,0,-1,"1400-1459",1634,1629,-5,0,0,-1,"1600-1659",0,0,472,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",188978592842,"2021-01-04T21:10:00.000+0000","2021010419","2021-01-04T19:10:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",31,41,37,28.96,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:34:00.000+0000","0.0","2021-01-04T17:55:00.000+0000","0.0","2021-01-04T19:47:00.000+0000",83,0,4.870967741935484,0.08960573476702509,5.137931034482759,0.09578544061302682,5.548387096774194,0.10752688172043011,6.793103448275862,0.12643678160919541,"2021-01-04T21:05:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0036071262705164977,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N39475",11292,"CO",11618,"EWR","NJ",1410,1400,-10,0,0,-1,"1400-1459",1941,1943,2,2,0,0,"1900-1959",0,0,1605,7,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",60129916788,"2021-01-04T21:10:00.000+0000","2021010419","2021-01-04T19:10:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","1.9","40.68275","-74.16927","2021-01-04T13:51:00","FM-15","7","0.0",null,"2021-01-04T18:51:00.000+0000",33,43,39,29.91,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:41:00.000+0000","0.0","2021-01-04T15:30:00.000+0000","0.0","2021-01-04T20:03:00.000+0000",67,0,4.870967741935484,0.08960573476702509,5.137931034482759,0.09578544061302682,5.548387096774194,0.10752688172043011,6.793103448275862,0.12643678160919541,"2021-01-04T21:00:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.013779943276424083,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N877UA",11292,"CO",14893,"SMF","CA",1412,1454,42,42,1,2,"1400-1459",1545,1626,41,41,1,2,"1500-1559",0,0,909,4,41,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",137440118626,"2021-01-04T21:12:00.000+0000","2021010419","2021-01-04T19:12:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-04T10:53:00","FM-15","7","0.03","-RA:02 BR:1 |RA |RA","2021-01-04T18:53:00.000+0000",50,54,52,30.01,160,16,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:45:00.000+0000","0.0","2021-01-04T15:45:00.000+0000","2.0","2021-01-04T17:29:00.000+0000",223,0,4.870967741935484,0.08960573476702509,5.217898832684825,0.09727626459143969,5.5,0.10989010989010989,6.793103448275862,0.12643678160919541,"2021-01-04T21:54:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.006825443714971051,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N951SW",11292,"CO",14237,"PRC","AZ",1415,1407,-8,0,0,-1,"1400-1459",1606,1551,-15,0,0,-1,"1600-1659",0,0,557,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",77309765670,"2021-01-04T21:15:00.000+0000","2021010419","2021-01-04T19:15:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPRC","PRC","Ernest A. Love Field","Prescott","Arizona","US",5045,34.65449905,-112.4199982,"America/Phoenix","72372323184","PRESCOTT LOVE FIELD, AZ US","1527.8","34.64915","-112.42234","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",21,50,38,25.12,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:06:00.000+0000","0.0","2021-01-04T18:48:00.000+0000","0.0","2021-01-04T20:10:00.000+0000",65,0,4.871886120996441,0.08896797153024912,5.216216216216216,0.09652509652509653,5.494565217391305,0.10869565217391304,6.752808988764045,0.12359550561797752,"2021-01-04T21:07:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0001984575316917292,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N235WN",11292,"CO",10821,"BWI","MD",1415,1427,12,12,0,0,"1400-1459",1930,1934,4,4,0,0,"1900-1959",0,0,1491,6,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",120259443628,"2021-01-04T21:15:00.000+0000","2021010419","2021-01-04T19:15:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-04T13:54:00","FM-15","7","0.0",null,"2021-01-04T18:54:00.000+0000",34,47,41,29.79,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:30:00.000+0000","9.0","2021-01-04T18:00:00.000+0000","0.0","2021-01-04T20:35:00.000+0000",40,0,4.871886120996441,0.08896797153024912,5.216216216216216,0.09652509652509653,5.494565217391305,0.10869565217391304,6.752808988764045,0.12359550561797752,"2021-01-04T21:27:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.014276830762040374,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N927SW",11292,"CO",13851,"OKC","OK",1415,1415,0,0,0,0,"1400-1459",1657,1644,-13,0,0,-1,"1600-1659",0,0,495,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",111670405754,"2021-01-04T21:15:00.000+0000","2021010419","2021-01-04T19:15:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",37,53,45,28.73,340,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:57:00.000+0000","0.0","2021-01-04T12:40:00.000+0000","0.0","2021-01-04T14:07:00.000+0000",428,0,4.871886120996441,0.08896797153024912,5.216216216216216,0.09652509652509653,5.494565217391305,0.10869565217391304,6.752808988764045,0.12359550561797752,"2021-01-04T21:15:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.003339086680379341,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N296WN",11292,"CO",13232,"MDW","IL",1420,1416,-4,0,0,-1,"1400-1459",1740,1727,-13,0,0,-1,"1700-1759",0,0,895,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",17181149152,"2021-01-04T21:20:00.000+0000","2021010419","2021-01-04T19:20:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-04T12:53:00","FM-15","7","0.0","BR:1 ||","2021-01-04T18:53:00.000+0000",26,29,28,29.27,190,9,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:40:00.000+0000","0.0","2021-01-04T18:00:00.000+0000","0.0","2021-01-04T20:15:00.000+0000",65,0,4.925531914893617,0.09219858156028368,5.273076923076923,0.1,5.166666666666667,0.10555555555555556,8.04054054054054,0.16216216216216217,"2021-01-04T21:16:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.011854452744306992,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N37420",11292,"CO",12264,"IAD","VA",1420,1417,-3,0,0,-1,"1400-1459",1928,1922,-6,0,0,-1,"1900-1959",0,0,1452,6,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",111669915009,"2021-01-04T21:20:00.000+0000","2021010419","2021-01-04T19:20:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-04T13:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",34,44,40,29.63,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:28:00.000+0000","6.0","2021-01-04T16:00:00.000+0000","0.0","2021-01-04T19:58:00.000+0000",82,0,4.925531914893617,0.09219858156028368,5.273076923076923,0.1,5.166666666666667,0.10555555555555556,8.04054054054054,0.16216216216216217,"2021-01-04T21:17:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00909745843772686,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N909EV",11292,"CO",12255,"HYS","KS",1425,1417,-8,0,0,-1,"1400-1459",1635,1623,-12,0,0,-1,"1600-1659",0,0,298,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",180389315983,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHYS","HYS","Hays Regional Airport","Hays","Kansas","US",1999,38.84220123,-99.27320099,"America/Chicago","72451803968","HAYS MUNICIPAL AIRPORT, KS US","609.0","38.85","-99.26667","2021-01-04T12:56:00","FM-15","7","0.0",null,"2021-01-04T18:56:00.000+0000",17,54,39,28.03,360,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:35:00.000+0000","0.0","2021-01-04T17:30:00.000+0000","0.0","2021-01-04T19:38:00.000+0000",107,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:17:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00017146452450411725,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N877AS",11292,"CO",11283,"DDC","KS",1425,1417,-8,0,0,-1,"1400-1459",1647,1627,-20,0,0,-2,"1600-1659",0,0,292,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",188979749086,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDDC","DDC","Dodge City Regional Airport","Dodge City","Kansas","US",2594,37.7634010315,-99.9655990601,"America/Chicago","72451013985","DODGE CITY REGIONAL AIRPORT, KS US","785.6","37.77105","-99.96915","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",26,54,42,27.43,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:47:00.000+0000","0.0","2021-01-04T18:10:00.000+0000","0.0","2021-01-04T19:45:00.000+0000",100,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:17:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00017146452450411725,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N915WN",11292,"CO",12954,"LGB","CA",1425,1451,26,26,1,1,"1400-1459",1555,1613,18,18,1,1,"1500-1559",0,0,854,4,18,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",94489393105,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGB","LGB","Long Beach /Daugherty Field/ Airport","Long Beach","California","US",60,33.81769943,-118.1520004,"America/Los_Angeles","72297023129","LONG BEACH DAUGHERTY AIRPORT, CA US","10.2","33.81177","-118.14718","2021-01-04T10:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-04T18:53:00.000+0000",51,59,55,30.15,0,0,4,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:55:00.000+0000","0.0","2021-01-04T19:00:00.000+0000","0.0","2021-01-04T20:30:00.000+0000",55,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:51:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.001670587693185177,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N268WN",11292,"CO",10140,"ABQ","NM",1425,1429,4,4,0,0,"1400-1459",1545,1534,-11,0,0,-1,"1500-1559",0,0,349,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",60130875593,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.4","35.04189","-106.61545","2021-01-04T11:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",18,44,34,24.91,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:45:00.000+0000","0.0","2021-01-04T18:15:00.000+0000","0.0","2021-01-04T20:40:00.000+0000",45,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:29:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.002850619359073829,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N8560Z",11292,"CO",14893,"SMF","CA",1425,1454,29,29,1,1,"1400-1459",1600,1623,23,23,1,1,"1600-1659",0,0,909,4,17,0,0,0,6,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",94489287010,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-04T10:53:00","FM-15","7","0.03","-RA:02 BR:1 |RA |RA","2021-01-04T18:53:00.000+0000",50,54,52,30.01,160,16,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:00:00.000+0000","66.0","2021-01-04T16:55:00.000+0000","0.0","2021-01-04T19:35:00.000+0000",110,1,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:54:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.006825443714971051,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N8569Z",11292,"CO",10693,"BNA","TN",1425,1502,37,37,1,2,"1400-1459",1745,1813,28,28,1,1,"1700-1759",0,0,1014,5,26,0,0,0,2,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",94489735006,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",38,55,47,29.34,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:45:00.000+0000","15.0","2021-01-04T17:45:00.000+0000","0.0","2021-01-04T20:40:00.000+0000",45,1,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T22:02:00.000+0000","2021-01-04T22:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.012626243194888033,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","F9",20436,"N712FR",11292,"CO",14771,"SFO","CA",1425,1432,7,7,0,0,"1400-1459",1613,1616,3,3,0,0,"1600-1659",0,0,967,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",103079730849,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-04T10:56:00","FM-15","7","0.14","-RA:02 |RA |RA","2021-01-04T18:56:00.000+0000",55,60,57,30.07,220,25,1.25,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:13:00.000+0000","0.0","2021-01-04T13:19:00.000+0000","17.0","2021-01-04T17:20:00.000+0000",245,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:32:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.01685893952188654,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N953SW",11292,"CO",11638,"FAT","CA",1425,1420,-5,0,0,-1,"1400-1459",1558,1545,-13,0,0,-1,"1500-1559",0,0,844,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",223338301054,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFAT","FAT","Fresno Yosemite International Airport","Fresno","California","US",336,36.7761993408,-119.7180023193,"America/Los_Angeles","72389093193","FRESNO YOSEMITE INTERNATIONAL, CA US","101.9","36.77999","-119.72016","2021-01-04T10:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-04T18:53:00.000+0000",44,58,51,29.85,290,3,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:58:00.000+0000","0.0","2021-01-04T18:11:00.000+0000","0.0","2021-01-04T19:08:00.000+0000",137,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:20:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.001898233648336071,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","F9",20436,"N326FR",11292,"CO",11977,"GRB","WI",1425,1433,8,8,0,0,"1400-1459",1738,1749,11,11,0,0,"1700-1759",0,0,905,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",188978755159,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRB","GRB","Austin Straubel International Airport","Green Bay","Wisconsin","US",695,44.4850997925,-88.1296005249,"America/Chicago","72645014898","GREEN BAY A S INTERNATIONAL AIRPORT, WI US","208.6","44.47958","-88.1371","2021-01-04T12:53:00","FM-15","7","0.0","BR:1 ||","2021-01-04T18:53:00.000+0000",21,24,23,29.11,220,6,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:38:00.000+0000","1.0","2021-01-04T17:48:00.000+0000","0.0","2021-01-04T20:13:00.000+0000",72,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:33:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0008287813631917061,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","AA",19805,"N909NN",11292,"CO",14100,"PHL","PA",1425,1418,-7,0,0,-1,"1400-1459",1954,1946,-8,0,0,-1,"1900-1959",0,0,1558,7,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",42950799934,"2021-01-04T21:25:00.000+0000","2021010419","2021-01-04T19:25:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-04T14:05:00","FM-16","7","0.0",null,"2021-01-04T19:05:00.000+0000",33,43,39,29.94,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:54:00.000+0000","0.0","2021-01-04T16:42:00.000+0000","0.0","2021-01-04T20:35:00.000+0000",50,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.206521739130435,0.10869565217391304,8.132352941176471,0.16176470588235295,"2021-01-04T21:18:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.014371656062937348,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","F9",20436,"N207FR",11292,"CO",10627,"BIS","ND",1426,1418,-8,0,0,-1,"1400-1459",1707,1652,-15,0,0,-1,"1700-1759",0,0,516,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",171799985819,"2021-01-04T21:26:00.000+0000","2021010419","2021-01-04T19:26:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-01-04T12:52:00","FM-15","7","0.0",null,"2021-01-04T18:52:00.000+0000",24,42,35,28.16,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:07:00.000+0000","0.0","2021-01-04T17:05:00.000+0000","0.0","2021-01-04T20:04:00.000+0000",82,0,4.937282229965157,0.09407665505226481,5.279245283018868,0.1018867924528302,5.2349726775956285,0.1092896174863388,7.2,0.14545454545454545,"2021-01-04T21:18:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0009694807462608872,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N8625A",11292,"CO",10423,"AUS","TX",1430,1511,41,41,1,2,"1400-1459",1735,1755,20,20,1,1,"1700-1759",0,0,775,4,0,0,0,0,20,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",25770915000,"2021-01-04T21:30:00.000+0000","2021010419","2021-01-04T19:30:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",40,75,57,29.5,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:35:00.000+0000","23.0","2021-01-04T18:20:00.000+0000","0.0","2021-01-04T20:40:00.000+0000",50,1,4.944444444444445,0.09375,5.285714285714286,0.10150375939849623,5.244565217391305,0.10869565217391304,7.196428571428571,0.14285714285714285,"2021-01-04T22:11:00.000+0000","2021-01-04T22:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.007176700711664457,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N492SW",11292,"CO",12278,"ICT","KS",1430,1428,-2,0,0,-1,"1400-1459",1657,1640,-17,0,0,-2,"1600-1659",0,0,420,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",206159725106,"2021-01-04T21:30:00.000+0000","2021010419","2021-01-04T19:30:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KICT","ICT","Wichita Mid Continent Airport","Wichita","Kansas","US",1333,37.6498985291,-97.4330978394,"America/Chicago","72450003928","WICHITA DWIGHT D. EISENHOWER NATIONAL AIRPORT, KS US","401.7","37.64753","-97.42999","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",35,53,45,28.65,340,18,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:57:00.000+0000","0.0","2021-01-04T17:45:00.000+0000","0.0","2021-01-04T19:40:00.000+0000",110,0,4.944444444444445,0.09375,5.285714285714286,0.10150375939849623,5.244565217391305,0.10869565217391304,7.196428571428571,0.14285714285714285,"2021-01-04T21:28:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0018035222199880296,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N913WN",11292,"CO",12191,"HOU","TX",1430,1427,-3,0,0,-1,"1400-1459",1755,1736,-19,0,0,-2,"1700-1759",0,0,883,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",17180211819,"2021-01-04T21:30:00.000+0000","2021010419","2021-01-04T19:30:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",55,73,62,30,260,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:55:00.000+0000","0.0","2021-01-04T18:00:00.000+0000","0.0","2021-01-04T20:40:00.000+0000",50,0,4.944444444444445,0.09375,5.285714285714286,0.10150375939849623,5.244565217391305,0.10869565217391304,7.196428571428571,0.14285714285714285,"2021-01-04T21:27:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0088343452409949,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","F9",20436,"N715FR",11292,"CO",12889,"LAS","NV",1432,1426,-6,0,0,-1,"1400-1459",1530,1533,3,3,0,0,"1500-1559",0,0,628,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",103080523838,"2021-01-04T21:32:00.000+0000","2021010419","2021-01-04T19:32:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-04T10:56:00","FM-15","7","0.0",null,"2021-01-04T18:56:00.000+0000",23,55,41,27.89,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:30:00.000+0000","0.0","2021-01-04T18:40:00.000+0000","0.0","2021-01-04T20:32:00.000+0000",60,0,4.944444444444445,0.09375,5.3143939393939394,0.10227272727272728,5.340782122905028,0.11173184357541899,6.291666666666667,0.10416666666666667,"2021-01-04T21:26:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.024255567547980073,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","OO",20304,"N790SK",11292,"CO",10372,"ASE","CO",1435,1458,23,23,1,1,"1400-1459",1530,1612,42,42,1,2,"1500-1559",0,0,125,1,0,0,0,0,42,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",266288081240,"2021-01-04T21:35:00.000+0000","2021010419","2021-01-04T19:35:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2339.9","39.22994","-106.87052","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",13,31,25,22.67,10,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T22:30:00.000+0000","77.0","2021-01-04T18:58:00.000+0000","0.0","2021-01-04T19:57:00.000+0000",98,1,4.910344827586207,0.09310344827586207,5.274436090225564,0.10150375939849623,5.281767955801105,0.11049723756906077,6.291666666666667,0.10416666666666667,"2021-01-04T21:58:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0009569202860418988,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N292WN",11292,"CO",15016,"STL","MO",1435,1436,1,1,0,0,"1400-1459",1730,1725,-5,0,0,-1,"1700-1759",0,0,770,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",111670107407,"2021-01-04T21:35:00.000+0000","2021010419","2021-01-04T19:35:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","162.0","38.75246","-90.37342","2021-01-04T13:30:00","FM-16","7","0.0","BR:1 ||","2021-01-04T19:30:00.000+0000",33,35,34,29.2,260,3,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:30:00.000+0000","0.0","2021-01-04T18:20:00.000+0000","0.0","2021-01-04T20:55:00.000+0000",40,0,4.910344827586207,0.09310344827586207,5.274436090225564,0.10150375939849623,5.281767955801105,0.11049723756906077,6.291666666666667,0.10416666666666667,"2021-01-04T21:36:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.00807098964980818,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","UA",19977,"N57870",11292,"CO",12266,"IAH","TX",1435,1434,-1,0,0,-1,"1400-1459",1755,1736,-19,0,0,-2,"1700-1759",0,0,862,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",197568896506,"2021-01-04T21:35:00.000+0000","2021010419","2021-01-04T19:35:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",55,73,62,29.94,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:55:00.000+0000","0.0","2021-01-04T16:50:00.000+0000","0.0","2021-01-04T19:35:00.000+0000",120,0,4.910344827586207,0.09310344827586207,5.274436090225564,0.10150375939849623,5.281767955801105,0.11049723756906077,6.291666666666667,0.10416666666666667,"2021-01-04T21:34:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.02035804439442713,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","DL",19790,"N336NB",11292,"CO",14747,"SEA","WA",1440,1436,-4,0,0,-1,"1400-1459",1632,1630,-2,0,0,-1,"1600-1659",0,0,1024,5,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",240519186836,"2021-01-04T21:40:00.000+0000","2021010419","2021-01-04T19:40:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-04T11:17:00","FM-16","7","0.04","-RA:02 BR:1 |RA |RA","2021-01-04T19:17:00.000+0000",47,49,48,29.07,210,14,4,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:32:00.000+0000","0.0","2021-01-04T17:53:00.000+0000","0.0","2021-01-04T20:30:00.000+0000",70,0,4.945017182130584,0.09278350515463918,5.330827067669173,0.10150375939849623,5.306010928961749,0.1092896174863388,6.4375,0.10416666666666667,"2021-01-04T21:36:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.024352086269695063,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","DL",19790,"N302DU",11292,"CO",14869,"SLC","UT",1440,1438,-2,0,0,-1,"1400-1459",1600,1602,2,2,0,0,"1600-1659",0,0,391,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",249108784445,"2021-01-04T21:40:00.000+0000","2021010419","2021-01-04T19:40:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-04T11:54:00","FM-15","7","0.0",null,"2021-01-04T18:54:00.000+0000",26,41,35,25.82,160,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:00:00.000+0000","0.0","2021-01-04T18:55:00.000+0000","0.0","2021-01-04T20:17:00.000+0000",83,0,4.945017182130584,0.09278350515463918,5.330827067669173,0.10150375939849623,5.306010928961749,0.1092896174863388,6.4375,0.10416666666666667,"2021-01-04T21:38:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.023389003800428514,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N946WN",11292,"CO",10800,"BUR","CA",1445,1445,0,0,0,0,"1400-1459",1615,1605,-10,0,0,-1,"1600-1659",0,0,850,4,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",154619418182,"2021-01-04T21:45:00.000+0000","2021010419","2021-01-04T19:45:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBUR","BUR","Bob Hope Airport","Burbank","California","US",778,34.2006988525,-118.3590011597,"America/Los_Angeles","72288023152","BURBANK GLENDALE PASADENA AIRPORT, CA US","222.7","34.19966","-118.36543","2021-01-04T10:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",41,58,50,29.37,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:15:00.000+0000","0.0","2021-01-04T18:30:00.000+0000","0.0","2021-01-04T20:55:00.000+0000",50,0,4.911262798634812,0.09215017064846416,5.315789473684211,0.10150375939849623,5.260869565217392,0.10869565217391304,6.190476190476191,0.09523809523809523,"2021-01-04T21:45:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0026359316707458835,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","AA",19805,"N576UW",11292,"CO",11298,"DFW","TX",1449,1449,0,0,0,0,"1400-1459",1750,1736,-14,0,0,-1,"1700-1759",0,0,641,3,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",146029040404,"2021-01-04T21:49:00.000+0000","2021010419","2021-01-04T19:49:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T11:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",9,52,36,24.65,190,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",36,61,49,29.44,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:50:00.000+0000","3.0","2021-01-04T18:45:00.000+0000","0.0","2021-01-04T20:57:00.000+0000",52,0,4.890410958904109,0.09246575342465753,5.315789473684211,0.10150375939849623,5.280701754385965,0.1111111111111111,7.588235294117647,0.11764705882352941,"2021-01-04T21:49:00.000+0000","2021-01-04T21:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.05317469890719319,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N8662F",11292,"CO",12892,"LAX","CA",1455,1538,43,43,1,2,"1400-1459",1625,1701,36,36,1,2,"1600-1659",0,0,862,4,13,0,0,0,23,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",206158624191,"2021-01-04T21:55:00.000+0000","2021010419","2021-01-04T19:55:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T19:53:00.000+0000","2021010419",4,54,36,24.62,170,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-04T11:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-04T19:53:00.000+0000",50,58,54,29.82,260,11,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:25:00.000+0000","0.0","2021-01-04T15:10:00.000+0000","2.0","2021-01-04T18:05:00.000+0000",230,0,4.925170068027211,0.09523809523809523,5.33457249070632,0.10408921933085502,5.603658536585366,0.12195121951219512,3.9375,0.125,"2021-01-04T22:38:00.000+0000","2021-01-04T22:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.025922698918111255,4],["2021-01-04T21:00:00.000+0000","DEN",1,4,1,"2021-01-04 00:00:00","WN",19393,"N737JW",11292,"CO",13871,"OMA","NE",1455,1502,7,7,0,0,"1400-1459",1720,1714,-6,0,0,-1,"1700-1759",0,0,472,2,0,0,0,0,0,2021,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver",51539864832,"2021-01-04T21:55:00.000+0000","2021010419","2021-01-04T19:55:00.000+0000","2021010418","2021010417","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T19:53:00.000+0000","2021010419",4,54,36,24.62,170,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-04T13:52:00","FM-15","7","0.0",null,"2021-01-04T19:52:00.000+0000",31,42,37,28.96,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:20:00.000+0000","0.0","2021-01-04T19:35:00.000+0000","0.0","2021-01-04T21:10:00.000+0000",45,0,4.925170068027211,0.09523809523809523,5.33457249070632,0.10408921933085502,5.603658536585366,0.12195121951219512,3.9375,0.125,"2021-01-04T22:02:00.000+0000","2021-01-04T22:00:00.000+0000",42,52,84,82,1.024390243902439,115,122,0.9426229508196722,179,181,0.988950276243094,204,210,0.9714285714285714,232,238,0.9747899159663865,253,259,0.9768339768339769,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,260,261,0.9961685823754789,262,262,1,268,268,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.04989895874421001,0.0036071262705164977,4],["2021-01-04T21:00:00.000+0000","GUC",1,4,1,"2021-01-04 00:00:00","AA",19805,"N9011P",12012,"CO",11298,"DFW","TX",1443,1438,-5,0,0,-1,"1400-1459",1745,1726,-19,0,0,-2,"1700-1759",0,0,678,3,0,0,0,0,0,2021,"KGUC","GUC","Gunnison Crested Butte Regional Airport","Gunnison","Colorado","US",7680,38.53390121,-106.9329987,"America/Denver",103079895968,"2021-01-04T21:43:00.000+0000","2021010419","2021-01-04T19:43:00.000+0000","2021010418","2021010417","72467793007","GUNNISON CO AIRPORT, CO US","2336.6","38.53333","-106.93333","2021-01-04T11:56:00","FM-15","7","0.0",null,"2021-01-04T18:56:00.000+0000","2021010418",9,17,15,22.8,130,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",36,61,49,29.44,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:45:00.000+0000","0.0","2021-01-04T18:40:00.000+0000","0.0","2021-01-04T21:01:00.000+0000",42,0,91,0.5,91,0.5,91,0.5,179,1,"2021-01-04T21:38:00.000+0000","2021-01-04T21:00:00.000+0000",1,1,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.00015740978897372686,0.05317469890719319,4],["2021-01-04T21:00:00.000+0000","SAV",1,4,1,"2021-01-04 00:00:00","MQ",20398,"N234JW",14685,"GA",11298,"DFW","TX",1615,1823,128,128,1,8,"1600-1659",1810,2032,142,142,1,9,"1800-1859",0,0,925,4,0,0,142,0,0,2021,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York",223339038226,"2021-01-04T21:15:00.000+0000","2021010419","2021-01-04T19:15:00.000+0000","2021010418","2021010417","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","8.7","32.13133","-81.2023","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",42,60,51,29.96,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000",36,61,49,29.44,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:10:00.000+0000","0.0","2021-01-04T18:20:00.000+0000","0.0","2021-01-04T20:44:00.000+0000",31,0,1.0454545454545454,0.045454545454545456,1.6428571428571428,0.07142857142857142,0.5714285714285714,0,0,0,"2021-01-04T23:23:00.000+0000","2021-01-04T23:00:00.000+0000",0,2,2,3,0.6666666666666666,4,4,1,7,7,1,9,9,1,11,11,1,13,14,0.9285714285714286,16,18,0.8888888888888888,19,21,0.9047619047619048,21,21,1,21,21,1,21,21,1,21,21,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.0023906499654914536,0.05317469890719319,4],["2021-01-04T21:00:00.000+0000","SAV",1,4,1,"2021-01-04 00:00:00","YX",20452,"N107HQ",14685,"GA",13930,"ORD","IL",1619,1754,95,95,1,6,"1600-1659",1753,1915,82,82,1,5,"1700-1759",0,0,773,4,0,0,82,0,0,2021,"KSAV","SAV","Savannah Hilton Head International Airport","Savannah","Georgia","US",50,32.12760162,-81.20210266,"America/New_York",103080241262,"2021-01-04T21:19:00.000+0000","2021010419","2021-01-04T19:19:00.000+0000","2021010418","2021010417","72207003822","SAVANNAH INTERNATIONAL AIRPORT, GA US","8.7","32.13133","-81.2023","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T18:53:00.000+0000","2021010418",42,60,51,29.96,310,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-04T12:51:00","FM-15","7","0.0",null,"2021-01-04T18:51:00.000+0000",25,29,28,29.19,170,7,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:53:00.000+0000","0.0","2021-01-04T19:35:00.000+0000","0.0","2021-01-04T20:44:00.000+0000",35,0,1.0454545454545454,0.045454545454545456,0.5384615384615384,0,0.5714285714285714,0,0,0,"2021-01-04T22:54:00.000+0000","2021-01-04T22:00:00.000+0000",0,2,2,3,0.6666666666666666,4,4,1,7,7,1,9,9,1,11,11,1,13,14,0.9285714285714286,16,18,0.8888888888888888,19,21,0.9047619047619048,21,21,1,21,21,1,21,21,1,21,21,1,816,943,1725,2784,3653,4509,5279,5909,6365,6502,6531,6580,6648,0.0023906499654914536,0.03551113735875623,4],["2021-01-04T22:00:00.000+0000","HSV",1,4,1,"2021-01-04 00:00:00","9E",20363,"N910XJ",12217,"AL",10397,"ATL","GA",1635,1624,-11,0,0,-1,"1600-1659",1834,1807,-27,0,0,-2,"1800-1859",0,0,151,1,0,0,0,0,0,2021,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago",163209098186,"2021-01-04T22:35:00.000+0000","2021010420","2021-01-04T20:35:00.000+0000","2021010419","2021010418","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.0","34.64406","-86.78615","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T19:53:00.000+0000","2021010419",41,56,49,29.3,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-04T14:52:00","FM-15","7","0.0",null,"2021-01-04T19:52:00.000+0000",33,58,46,28.92,270,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-04T23:34:00.000+0000","0.0","2021-01-04T20:50:00.000+0000","0.0","2021-01-04T21:45:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-04T22:24:00.000+0000","2021-01-04T22:00:00.000+0000",1,1,2,2,1,2,2,1,3,3,1,3,3,1,5,5,1,5,6,0.8333333333333334,8,8,1,8,9,0.8888888888888888,10,10,1,10,10,1,10,10,1,10,10,1,857,825,1768,2550,3609,4478,5334,6104,6734,7190,7327,7356,7405,0.0011744026963212357,0.06086473773696765,2],["2021-01-04T23:00:00.000+0000","ONT",1,4,1,"2021-01-04 00:00:00","WN",19393,"N932WN",13891,"CA",13796,"OAK","CA",1540,1654,74,74,1,4,"1500-1559",1700,1804,64,64,1,4,"1700-1759",0,0,362,2,9,0,0,0,55,2021,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles",163209020001,"2021-01-04T23:40:00.000+0000","2021010421","2021-01-04T21:40:00.000+0000","2021010420","2021010419","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","281.6","34.05314","-117.57689","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000","2021010420",38,64,51,29.14,250,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-04T12:53:00","FM-15","7","0.0","BR:1 ||","2021-01-04T20:53:00.000+0000",54,60,57,30.01,200,15,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T01:00:00.000+0000","0.0","2021-01-04T21:45:00.000+0000","0.0","2021-01-04T23:05:00.000+0000",35,0,10.40625,0.0625,1.0952380952380953,0,0.8461538461538461,0,0,0,"2021-01-05T00:54:00.000+0000","2021-01-05T00:00:00.000+0000",2,2,4,3,1.3333333333333333,9,9,1,15,14,1.0714285714285714,17,16,1.0625,21,19,1.105263157894737,23,23,1,29,30,0.9666666666666667,31,31,1,31,31,1,31,31,1,31,31,1,31,32,0.96875,910,876,1701,2644,3426,4485,5354,6210,6980,7610,8066,8203,8232,0.0036135518870841275,0.005897437334667352,3],["2021-01-04T23:00:00.000+0000","ONT",1,4,1,"2021-01-04 00:00:00","OO",20304,"N919SW",13891,"CA",14771,"SFO","CA",1545,1541,-4,0,0,-1,"1500-1559",1720,1729,9,9,0,0,"1700-1759",0,0,363,2,0,0,0,0,0,2021,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles",163209376190,"2021-01-04T23:45:00.000+0000","2021010421","2021-01-04T21:45:00.000+0000","2021010420","2021010419","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","281.6","34.05314","-117.57689","2021-01-04T12:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000","2021010420",38,64,51,29.14,250,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-04T13:11:00","FM-16","7","0.03","-RA:02 |RA |RA","2021-01-04T21:11:00.000+0000",54,60,57,30.08,240,22,5,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T01:20:00.000+0000","0.0","2021-01-04T21:10:00.000+0000","0.0","2021-01-04T22:37:00.000+0000",68,0,10.090909090909092,0.06060606060606061,1.0454545454545454,0,0.7857142857142857,0,0,0,"2021-01-04T23:41:00.000+0000","2021-01-04T23:00:00.000+0000",2,2,4,3,1.3333333333333333,9,9,1,15,14,1.0714285714285714,17,16,1.0625,21,19,1.105263157894737,23,23,1,29,30,0.9666666666666667,31,31,1,31,31,1,31,31,1,31,31,1,31,32,0.96875,910,876,1701,2644,3426,4485,5354,6210,6980,7610,8066,8203,8232,0.0036135518870841275,0.01685893952188654,3],["2021-01-04T23:00:00.000+0000","TUL",1,4,1,"2021-01-04 00:00:00","WN",19393,"N8582Z",15370,"OK",11259,"DAL","TX",1705,1657,-8,0,0,-1,"1700-1759",1810,1751,-19,0,0,-2,"1800-1859",0,0,238,1,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",146029080457,"2021-01-04T23:05:00.000+0000","2021010421","2021-01-04T21:05:00.000+0000","2021010420","2021010419","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000","2021010420",36,60,48,29.35,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000",34,68,51,29.57,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T00:10:00.000+0000","0.0","2021-01-04T21:15:00.000+0000","0.0","2021-01-04T22:20:00.000+0000",45,0,1.7727272727272727,0.045454545454545456,3.5454545454545454,0.09090909090909091,4.571428571428571,0.14285714285714285,8,0.25,"2021-01-04T22:57:00.000+0000","2021-01-04T22:00:00.000+0000",3,4,4,4,1,5,5,1,6,7,0.8571428571428571,8,8,1,10,10,1,10,11,0.9090909090909091,13,13,1,16,19,0.8421052631578947,21,22,0.9545454545454546,22,22,1,22,22,1,22,22,1,910,876,1701,2644,3426,4485,5354,6210,6980,7610,8066,8203,8232,0.002368518398180095,0.009997078614003872,3],["2021-01-04T23:00:00.000+0000","TUL",1,4,1,"2021-01-04 00:00:00","WN",19393,"N7852A",15370,"OK",12191,"HOU","TX",1720,1714,-6,0,0,-1,"1700-1759",1900,1838,-22,0,0,-2,"1900-1959",0,0,453,2,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",77310664356,"2021-01-04T23:20:00.000+0000","2021010421","2021-01-04T21:20:00.000+0000","2021010420","2021010419","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000","2021010420",36,60,48,29.35,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000",51,75,61,29.99,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T01:00:00.000+0000","0.0","2021-01-04T20:25:00.000+0000","0.0","2021-01-04T22:35:00.000+0000",45,0,1.7727272727272727,0.045454545454545456,3.9,0.1,5.333333333333333,0.16666666666666666,8,0.25,"2021-01-04T23:14:00.000+0000","2021-01-04T23:00:00.000+0000",3,4,4,4,1,5,5,1,6,7,0.8571428571428571,8,8,1,10,10,1,10,11,0.9090909090909091,13,13,1,16,19,0.8421052631578947,21,22,0.9545454545454546,22,22,1,22,22,1,22,22,1,910,876,1701,2644,3426,4485,5354,6210,6980,7610,8066,8203,8232,0.002368518398180095,0.0088343452409949,3],["2021-01-04T23:00:00.000+0000","TUL",1,4,1,"2021-01-04 00:00:00","OO",20304,"N869AS",15370,"OK",11292,"DEN","CO",1725,1718,-7,0,0,-1,"1700-1759",1825,1830,5,5,0,0,"1800-1859",0,0,541,3,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",17180596497,"2021-01-04T23:25:00.000+0000","2021010421","2021-01-04T21:25:00.000+0000","2021010420","2021010419","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000","2021010420",36,60,48,29.35,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000",3,56,37,24.6,200,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T01:25:00.000+0000","0.0","2021-01-04T17:10:00.000+0000","25.0","2021-01-04T18:53:00.000+0000",272,0,1.7727272727272727,0.045454545454545456,3.9,0.1,5.333333333333333,0.16666666666666666,0,0,"2021-01-04T23:18:00.000+0000","2021-01-04T23:00:00.000+0000",3,4,4,4,1,5,5,1,6,7,0.8571428571428571,8,8,1,10,10,1,10,11,0.9090909090909091,13,13,1,16,19,0.8421052631578947,21,22,0.9545454545454546,22,22,1,22,22,1,22,22,1,910,876,1701,2644,3426,4485,5354,6210,6980,7610,8066,8203,8232,0.002368518398180095,0.04989895874421001,3],["2021-01-04T23:00:00.000+0000","TUL",1,4,1,"2021-01-04 00:00:00","G4",20368,"330NV",15370,"OK",14761,"SFB","FL",1749,1743,-6,0,0,-1,"1700-1759",2110,2102,-8,0,0,-1,"2100-2159",0,0,995,4,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",231929396501,"2021-01-04T23:49:00.000+0000","2021010421","2021-01-04T21:49:00.000+0000","2021010420","2021010419","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000","2021010420",36,60,48,29.35,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFB","SFB","Orlando Sanford International Airport","Orlando","Florida","US",55,28.7775993347,-81.2375030518,"America/New_York","72205712854","ORLANDO SANFORD AIRPORT, FL US","14.9","28.77951","-81.24356","2021-01-04T15:53:00","FM-15","7","0.0",null,"2021-01-04T20:53:00.000+0000",37,66,52,29.96,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T02:10:00.000+0000","0.0","2021-01-04T20:08:00.000+0000","0.0","2021-01-04T22:59:00.000+0000",50,0,1.7727272727272727,0.045454545454545456,3.9,0.1,6.4,0.2,0,0,"2021-01-04T23:43:00.000+0000","2021-01-04T23:00:00.000+0000",3,4,4,4,1,5,5,1,6,7,0.8571428571428571,8,8,1,10,10,1,10,11,0.9090909090909091,13,13,1,16,19,0.8421052631578947,21,22,0.9545454545454546,22,22,1,22,22,1,22,22,1,910,876,1701,2644,3426,4485,5354,6210,6980,7610,8066,8203,8232,0.002368518398180095,0.0019474471859319525,3],["2021-01-05T00:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","QX",19687,"N422QX",14057,"OR",14747,"SEA","WA",1600,1552,-8,0,0,-1,"1600-1659",1701,1647,-14,0,0,-1,"1700-1759",0,0,129,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",51540313588,"2021-01-05T00:00:00.000+0000","2021010422","2021-01-04T22:00:00.000+0000","2021010421","2021010420","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000","2021010421",42,51,47,29.65,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000",42,47,45,29.21,230,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T01:01:00.000+0000","0.0","2021-01-04T22:20:00.000+0000","0.0","2021-01-04T23:10:00.000+0000",50,0,8.76086956521739,0.06521739130434782,1.8461538461538463,0.07692307692307693,1.4193548387096775,0.06451612903225806,0,0,"2021-01-04T23:52:00.000+0000","2021-01-04T23:00:00.000+0000",7,6,11,14,0.7857142857142857,24,25,0.96,30,31,0.967741935483871,41,42,0.9761904761904762,48,50,0.96,60,65,0.9230769230769231,71,76,0.9342105263157895,84,90,0.9333333333333333,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,761,816,1692,2517,3460,4242,5301,6170,7026,7796,8426,8882,9019,0.00798001234087441,0.024352086269695063,3],["2021-01-05T00:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","AS",19930,"N607AS",14057,"OR",14262,"PSP","CA",1600,1552,-8,0,0,-1,"1600-1659",1819,1815,-4,0,0,-1,"1800-1859",0,0,873,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",128849761374,"2021-01-05T00:00:00.000+0000","2021010422","2021-01-04T22:00:00.000+0000","2021010421","2021010420","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000","2021010421",42,51,47,29.65,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPSP","PSP","Palm Springs International Airport","Palm Springs","California","US",477,33.82970047,-116.5070037842,"America/Los_Angeles","72286893138","PALM SPRINGS ASOS, CA US","124.7","33.82216","-116.50433","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000",33,71,52,29.59,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T02:19:00.000+0000","2.0","2021-01-04T20:35:00.000+0000","0.0","2021-01-04T23:00:00.000+0000",60,0,8.76086956521739,0.06521739130434782,1.8461538461538463,0.07692307692307693,1.4193548387096775,0.06451612903225806,0,0,"2021-01-04T23:52:00.000+0000","2021-01-04T23:00:00.000+0000",7,6,11,14,0.7857142857142857,24,25,0.96,30,31,0.967741935483871,41,42,0.9761904761904762,48,50,0.96,60,65,0.9230769230769231,71,76,0.9342105263157895,84,90,0.9333333333333333,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,761,816,1692,2517,3460,4242,5301,6170,7026,7796,8426,8882,9019,0.00798001234087441,0.0025605563662119794,3],["2021-01-05T00:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","WN",19393,"N211WN",14057,"OR",13796,"OAK","CA",1610,1621,11,11,0,0,"1600-1659",1755,1758,3,3,0,0,"1700-1759",0,0,543,3,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",282482,"2021-01-05T00:10:00.000+0000","2021010422","2021-01-04T22:10:00.000+0000","2021010421","2021010420","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000","2021010421",42,51,47,29.65,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000",52,61,56,30.02,250,18,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T01:55:00.000+0000","17.0","2021-01-04T21:50:00.000+0000","0.0","2021-01-04T23:30:00.000+0000",40,1,8.946808510638299,0.07446808510638298,1.8,0.06666666666666667,2.46875,0.09375,2.6923076923076925,0.07692307692307693,"2021-01-05T00:21:00.000+0000","2021-01-05T00:00:00.000+0000",7,6,11,14,0.7857142857142857,24,25,0.96,30,31,0.967741935483871,41,42,0.9761904761904762,48,50,0.96,60,65,0.9230769230769231,71,76,0.9342105263157895,84,90,0.9333333333333333,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,761,816,1692,2517,3460,4242,5301,6170,7026,7796,8426,8882,9019,0.00798001234087441,0.005897437334667352,3],["2021-01-05T00:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","QX",19687,"N405QX",14057,"OR",14570,"RNO","NV",1650,1648,-2,0,0,-1,"1600-1659",1825,1822,-3,0,0,-1,"1800-1859",0,0,444,2,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",120259569306,"2021-01-05T00:50:00.000+0000","2021010422","2021-01-04T22:50:00.000+0000","2021010421","2021010420","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T13:53:00","FM-15","7","0.0",null,"2021-01-04T21:53:00.000+0000","2021010421",42,51,47,29.65,220,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRNO","RNO","Reno Tahoe International Airport","Reno","Nevada","US",4415,39.4990997314,-119.7679977417,"America/Los_Angeles","72488023185","RENO AIRPORT, NV US","1342.5","39.50769","-119.76829","2021-01-04T13:55:00","FM-15","7","0.0",null,"2021-01-04T21:55:00.000+0000",30,55,43,25.4,230,21,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T02:25:00.000+0000","0.0","2021-01-04T22:45:00.000+0000","0.0","2021-01-05T00:07:00.000+0000",43,0,8.946808510638299,0.07446808510638298,2.0377358490566038,0.07547169811320754,2.3703703703703702,0.07407407407407407,7,0.2,"2021-01-05T00:48:00.000+0000","2021-01-05T00:00:00.000+0000",7,6,11,14,0.7857142857142857,24,25,0.96,30,31,0.967741935483871,41,42,0.9761904761904762,48,50,0.96,60,65,0.9230769230769231,71,76,0.9342105263157895,84,90,0.9333333333333333,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,761,816,1692,2517,3460,4242,5301,6170,7026,7796,8426,8882,9019,0.00798001234087441,0.0027247933115696504,3],["2021-01-05T00:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","OO",20304,"N286SY",14057,"OR",12892,"LAX","CA",1654,1650,-4,0,0,-1,"1600-1659",1915,1906,-9,0,0,-1,"1900-1959",0,0,834,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",206159109708,"2021-01-05T00:54:00.000+0000","2021010422","2021-01-04T22:54:00.000+0000","2021010421","2021010420","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T22:53:00.000+0000","2021010422",43,52,48,29.69,190,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T22:53:00.000+0000",51,59,55,29.78,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T03:15:00.000+0000","0.0","2021-01-04T21:16:00.000+0000","0.0","2021-01-04T23:45:00.000+0000",69,0,8.946808510638299,0.07446808510638298,2.0377358490566038,0.07547169811320754,2.3703703703703702,0.07407407407407407,11.666666666666666,0.3333333333333333,"2021-01-05T00:50:00.000+0000","2021-01-05T00:00:00.000+0000",7,6,11,14,0.7857142857142857,24,25,0.96,30,31,0.967741935483871,41,42,0.9761904761904762,48,50,0.96,60,65,0.9230769230769231,71,76,0.9342105263157895,84,90,0.9333333333333333,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,761,816,1692,2517,3460,4242,5301,6170,7026,7796,8426,8882,9019,0.00798001234087441,0.025922698918111255,3],["2021-01-05T00:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","OO",20304,"N185SY",14057,"OR",12892,"LAX","CA",1655,1650,-5,0,0,-1,"1600-1659",1915,1914,-1,0,0,-1,"1900-1959",0,0,834,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",120259109121,"2021-01-05T00:55:00.000+0000","2021010422","2021-01-04T22:55:00.000+0000","2021010421","2021010420","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T22:53:00.000+0000","2021010422",43,52,48,29.69,190,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-04T14:53:00","FM-15","7","0.0",null,"2021-01-04T22:53:00.000+0000",51,59,55,29.78,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T03:15:00.000+0000","7.0","2021-01-04T22:00:00.000+0000","0.0","2021-01-04T23:41:00.000+0000",74,0,8.946808510638299,0.07446808510638298,2.0377358490566038,0.07547169811320754,2.3703703703703702,0.07407407407407407,11.666666666666666,0.3333333333333333,"2021-01-05T00:50:00.000+0000","2021-01-05T00:00:00.000+0000",7,6,11,14,0.7857142857142857,24,25,0.96,30,31,0.967741935483871,41,42,0.9761904761904762,48,50,0.96,60,65,0.9230769230769231,71,76,0.9342105263157895,84,90,0.9333333333333333,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,91,92,0.9891304347826086,761,816,1692,2517,3460,4242,5301,6170,7026,7796,8426,8882,9019,0.00798001234087441,0.025922698918111255,3],["2021-01-05T02:00:00.000+0000","GEG",1,4,1,"2021-01-04 00:00:00","OO",20304,"N199SY",11884,"WA",14679,"SAN","CA",1840,1835,-5,0,0,-1,"1800-1859",2125,2126,1,1,0,0,"2100-2159",0,0,1027,5,0,0,0,0,0,2021,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles",206159257563,"2021-01-05T02:40:00.000+0000","2021010500","2021-01-05T00:40:00.000+0000","2021010423","2021010422","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-01-04T15:53:00","FM-15","7","0.02","-RA:02 BR:1 |RA |RA","2021-01-04T23:53:00.000+0000","2021010423",38,40,39,27.14,160,14,6,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-04T15:51:00","FM-15","7","0.0",null,"2021-01-04T23:51:00.000+0000",51,60,55,30.14,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T05:25:00.000+0000","0.0","2021-01-05T00:00:00.000+0000","0.0","2021-01-05T01:56:00.000+0000",44,0,5.891304347826087,0.06521739130434782,4.6521739130434785,0.08695652173913043,1.7692307692307692,0.07692307692307693,2,0,"2021-01-05T02:35:00.000+0000","2021-01-05T02:00:00.000+0000",1,1,3,4,0.75,8,9,0.8888888888888888,13,15,0.8666666666666667,18,16,1.125,20,20,1,24,24,1,25,26,0.9615384615384616,26,28,0.9285714285714286,31,34,0.9117647058823529,37,41,0.9024390243902439,42,44,0.9545454545454546,43,44,0.9772727272727273,629,910,1767,2583,3459,4284,5227,6009,7068,7937,8793,9563,10193,0.0027999928520327684,0.010015606381076984,0],["2021-01-05T06:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","QX",19687,"N646QX",14057,"OR",11884,"GEG","WA",2250,2244,-6,0,0,-1,"2200-2259",2355,2351,-4,0,0,-1,"2300-2359",0,0,279,2,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",17180969328,"2021-01-05T06:50:00.000+0000","2021010504","2021-01-05T04:50:00.000+0000","2021010503","2021010502","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T19:53:00","FM-15","7","0.0",null,"2021-01-05T03:53:00.000+0000","2021010503",40,46,43,29.88,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGEG","GEG","Spokane International Airport","Spokane","Washington","US",2376,47.6198997498,-117.533996582,"America/Los_Angeles","72785024157","SPOKANE INTERNATIONAL AIRPORT, WA US","717.7","47.62168","-117.52796","2021-01-04T19:53:00","FM-15","7","0.0",null,"2021-01-05T03:53:00.000+0000",34,37,36,27.26,220,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T07:55:00.000+0000","0.0","2021-01-05T03:35:00.000+0000","0.0","2021-01-05T05:30:00.000+0000",80,0,2.032608695652174,0.06521739130434782,2.0256410256410255,0.05128205128205128,5.083333333333333,0.16666666666666666,2.5,0,"2021-01-05T06:44:00.000+0000","2021-01-05T06:00:00.000+0000",4,4,2,4,0.5,9,11,0.8181818181818182,14,18,0.7777777777777778,21,24,0.875,34,38,0.8947368421052632,39,40,0.975,50,54,0.9259259259259259,63,65,0.9692307692307692,69,71,0.971830985915493,80,82,0.975609756097561,87,90,0.9666666666666667,99,105,0.9428571428571428,62,398,1027,1719,2480,3390,4247,5063,5939,6764,7707,8489,9548,0.00798001234087441,0.0027999928520327684,0],["2021-01-05T06:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","DL",19790,"N375DN",14057,"OR",10397,"ATL","GA",2250,2250,0,0,0,0,"2200-2259",611,608,-3,0,0,-1,"0600-0659",0,0,2172,9,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",257698652729,"2021-01-05T06:50:00.000+0000","2021010504","2021-01-05T04:50:00.000+0000","2021010503","2021010502","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T19:53:00","FM-15","7","0.0",null,"2021-01-05T03:53:00.000+0000","2021010503",40,46,43,29.88,170,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-04T22:52:00","FM-15","7","0.0",null,"2021-01-05T03:52:00.000+0000",34,49,42,28.9,240,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T11:11:00.000+0000","17.0","2021-01-04T21:59:00.000+0000","21.0","2021-01-05T03:16:00.000+0000",214,1,2.032608695652174,0.06521739130434782,2.0256410256410255,0.05128205128205128,5.083333333333333,0.16666666666666666,2.5,0,"2021-01-05T06:50:00.000+0000","2021-01-05T06:00:00.000+0000",4,4,2,4,0.5,9,11,0.8181818181818182,14,18,0.7777777777777778,21,24,0.875,34,38,0.8947368421052632,39,40,0.975,50,54,0.9259259259259259,63,65,0.9692307692307692,69,71,0.971830985915493,80,82,0.975609756097561,87,90,0.9666666666666667,99,105,0.9428571428571428,62,398,1027,1719,2480,3390,4247,5063,5939,6764,7707,8489,9548,0.00798001234087441,0.06086473773696765,0],["2021-01-05T06:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","QX",19687,"N448QX",14057,"OR",13264,"MFR","OR",2255,2252,-3,0,0,-1,"2200-2259",2355,4,9,9,0,0,"2300-2359",0,0,222,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",257699219496,"2021-01-05T06:55:00.000+0000","2021010504","2021-01-05T04:55:00.000+0000","2021010503","2021010502","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T20:53:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-01-05T04:53:00.000+0000","2021010504",40,46,43,29.91,200,10,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFR","MFR","Rogue Valley International Medford Airport","Medford","Oregon","US",1335,42.3741989136,-122.8730010986,"America/Los_Angeles","72597024225","MEDFORD INTERNATIONAL AIRPORT, OR US","400.3","42.37503","-122.87702","2021-01-04T20:53:00","FM-15","7","0.0",null,"2021-01-05T04:53:00.000+0000",35,42,39,28.74,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T07:55:00.000+0000","0.0","2021-01-05T04:15:00.000+0000","0.0","2021-01-05T05:06:00.000+0000",109,0,2.010752688172043,0.06451612903225806,1.975,0.05,4.6923076923076925,0.15384615384615385,1.6666666666666667,0,"2021-01-05T06:52:00.000+0000","2021-01-05T06:00:00.000+0000",4,4,2,4,0.5,9,11,0.8181818181818182,14,18,0.7777777777777778,21,24,0.875,34,38,0.8947368421052632,39,40,0.975,50,54,0.9259259259259259,63,65,0.9692307692307692,69,71,0.971830985915493,80,82,0.975609756097561,87,90,0.9666666666666667,99,105,0.9428571428571428,62,398,1027,1719,2480,3390,4247,5063,5939,6764,7707,8489,9548,0.00798001234087441,0.0011906180441219989,0],["2021-01-05T06:00:00.000+0000","PDX",1,4,1,"2021-01-04 00:00:00","OO",20304,"N171SY",14057,"OR",14747,"SEA","WA",2255,2249,-6,0,0,-1,"2200-2259",2350,2339,-11,0,0,-1,"2300-2359",0,0,129,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",51540725509,"2021-01-05T06:55:00.000+0000","2021010504","2021-01-05T04:55:00.000+0000","2021010503","2021010502","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-04T20:53:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-01-05T04:53:00.000+0000","2021010504",40,46,43,29.91,200,10,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-04T20:53:00","FM-15","7","0.0",null,"2021-01-05T04:53:00.000+0000",40,44,42,29.42,180,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T07:50:00.000+0000","0.0","2021-01-05T03:10:00.000+0000","0.0","2021-01-05T04:45:00.000+0000",130,0,2.010752688172043,0.06451612903225806,1.975,0.05,4.6923076923076925,0.15384615384615385,1.6666666666666667,0,"2021-01-05T06:49:00.000+0000","2021-01-05T06:00:00.000+0000",4,4,2,4,0.5,9,11,0.8181818181818182,14,18,0.7777777777777778,21,24,0.875,34,38,0.8947368421052632,39,40,0.975,50,54,0.9259259259259259,63,65,0.9692307692307692,69,71,0.971830985915493,80,82,0.975609756097561,87,90,0.9666666666666667,99,105,0.9428571428571428,62,398,1027,1719,2480,3390,4247,5063,5939,6764,7707,8489,9548,0.00798001234087441,0.024352086269695063,0],["2021-01-05T12:00:00.000+0000","CWA",1,5,2,"2021-01-05 00:00:00","9E",20363,"N8896A",11203,"WI",13487,"MSP","MN",600,552,-8,0,0,-1,"0600-0659",716,648,-28,0,0,-2,"0700-0759",0,0,175,1,0,0,0,0,0,2021,"KCWA","CWA","Central Wisconsin Airport","Mosinee","Wisconsin","US",1277,44.7775993347,-89.6668014526,"America/Chicago",146030097905,"2021-01-05T12:00:00.000+0000","2021010510","2021-01-05T10:00:00.000+0000","2021010509","2021010508","72646594890","MOSINEE, WI US","389.2","44.78333","-89.66667","2021-01-05T03:55:00","FM-15","7","0.0","BR:1 ||","2021-01-05T09:55:00.000+0000","2021010509",27,27,27,28.59,0,0,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-05T03:53:00","FM-15","7","0.0",null,"2021-01-05T09:53:00.000+0000",18,20,19,29.12,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T13:16:00.000+0000","0.0","2021-01-05T00:10:00.000+0000","0.0","2021-01-05T01:43:00.000+0000",617,0,27,1,0,0,0,0,0,0,"2021-01-05T11:52:00.000+0000","2021-01-05T11:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0003561792010176414,0.02390247119715781,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","DL",19790,"N981AT",13871,"NE",10397,"ATL","GA",600,554,-6,0,0,-1,"0600-0659",920,858,-22,0,0,-2,"0900-0959",0,0,821,4,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",214749020761,"2021-01-05T12:00:00.000+0000","2021010510","2021-01-05T10:00:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-05T04:52:00","FM-15","7","0.0",null,"2021-01-05T09:52:00.000+0000",37,45,41,28.85,270,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T14:20:00.000+0000","0.0","2021-01-05T01:56:00.000+0000","0.0","2021-01-05T04:18:00.000+0000",462,0,1.2,0,0,0,0,0,0,0,"2021-01-05T11:54:00.000+0000","2021-01-05T11:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.06086473773696765,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","OO",20304,"N614UX",13871,"NE",11292,"DEN","CO",600,555,-5,0,0,-1,"0600-0659",647,652,5,5,0,0,"0600-0659",0,0,472,2,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",34360711839,"2021-01-05T12:00:00.000+0000","2021010510","2021-01-05T10:00:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-05T02:53:00","FM-15","7","0.0",null,"2021-01-05T09:53:00.000+0000",14,35,27,24.44,210,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T13:47:00.000+0000","0.0","2021-01-05T01:50:00.000+0000","0.0","2021-01-05T03:34:00.000+0000",506,0,1.2,0,0,0,0,0,0,0,"2021-01-05T11:55:00.000+0000","2021-01-05T11:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.04989895874421001,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","OO",20304,"N706SK",13871,"NE",14107,"PHX","AZ",606,556,-10,0,0,-1,"0600-0659",824,759,-25,0,0,-2,"0800-0859",0,0,1037,5,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",231929165765,"2021-01-05T12:06:00.000+0000","2021010510","2021-01-05T10:06:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-05T02:51:00","FM-15","7","0.0",null,"2021-01-05T09:51:00.000+0000",29,48,40,28.87,90,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T15:24:00.000+0000","0.0","2021-01-05T01:05:00.000+0000","0.0","2021-01-05T02:53:00.000+0000",553,0,1.3333333333333333,0,0,0,0,0,0,0,"2021-01-05T11:56:00.000+0000","2021-01-05T11:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.02722961443343419,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","YX",20452,"N652RW",13871,"NE",13930,"ORD","IL",610,606,-4,0,0,-1,"0600-0659",804,759,-5,0,0,-1,"0800-0859",0,0,416,2,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",94490243663,"2021-01-05T12:10:00.000+0000","2021010510","2021-01-05T10:10:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-05T03:51:00","FM-15","7","0.0",null,"2021-01-05T09:51:00.000+0000",27,31,30,29.25,280,9,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T14:04:00.000+0000","0.0","2021-01-04T20:30:00.000+0000","0.0","2021-01-04T22:13:00.000+0000",837,0,1.3333333333333333,0,0,0,0,0,0,0,"2021-01-05T12:06:00.000+0000","2021-01-05T12:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.03551113735875623,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","YV",20378,"N88330",13871,"NE",12266,"IAH","TX",618,617,-1,0,0,-1,"0600-0659",855,836,-19,0,0,-2,"0800-0859",0,0,781,4,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",146029822771,"2021-01-05T12:18:00.000+0000","2021010510","2021-01-05T10:18:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-05T03:53:00","FM-15","7","0.0",null,"2021-01-05T09:53:00.000+0000",46,49,48,30.02,360,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T14:55:00.000+0000","0.0","2021-01-05T01:50:00.000+0000","0.0","2021-01-05T04:11:00.000+0000",487,0,1.3333333333333333,0,0,0,0,0,0,0,"2021-01-05T12:17:00.000+0000","2021-01-05T12:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.02035804439442713,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","9E",20363,"N131EV",13871,"NE",11433,"DTW","MI",620,610,-10,0,0,-1,"0600-0659",925,916,-9,0,0,-1,"0900-0959",0,0,651,3,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",103080452026,"2021-01-05T12:20:00.000+0000","2021010510","2021-01-05T10:20:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-05T04:53:00","FM-15","7","0.0","BR:1 ||","2021-01-05T09:53:00.000+0000",27,31,30,29.2,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T14:25:00.000+0000","0.0","2021-01-05T00:20:00.000+0000","0.0","2021-01-05T02:25:00.000+0000",595,0,1.3333333333333333,0,0,0,0,0,0,0,"2021-01-05T12:10:00.000+0000","2021-01-05T12:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.02546134919761326,0],["2021-01-05T12:00:00.000+0000","OMA",1,5,2,"2021-01-05 00:00:00","OH",20397,"N582NN",13871,"NE",11057,"CLT","NC",625,616,-9,0,0,-1,"0600-0659",1021,954,-27,0,0,-2,"1000-1059",0,0,913,4,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",68719671611,"2021-01-05T12:25:00.000+0000","2021010510","2021-01-05T10:25:00.000+0000","2021010509","2021010508","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-05T03:52:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-05T09:52:00.000+0000","2021010509",21,23,22,29.04,180,5,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-05T04:52:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-01-05T09:52:00.000+0000",36,40,38,29.08,0,0,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T15:21:00.000+0000","0.0","2021-01-04T23:29:00.000+0000","0.0","2021-01-05T02:27:00.000+0000",598,0,0.625,0,0,0,0,0,0,0,"2021-01-05T12:16:00.000+0000","2021-01-05T12:00:00.000+0000",5,7,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,3,0.6666666666666666,7,7,1,9,10,0.9,518,18,47,103,165,267,384,782,1411,2103,2864,3774,4631,0.0036071262705164977,0.03797957033883184,0],["2021-01-05T16:00:00.000+0000","BUF",1,5,2,"2021-01-05 00:00:00","WN",19393,"N241WN",10792,"NY",15304,"TPA","FL",1120,1119,-1,0,0,-1,"1100-1159",1410,1348,-22,0,0,-2,"1400-1459",0,0,1053,5,0,0,0,0,0,2021,"KBUF","BUF","Buffalo Niagara International Airport","Buffalo","New York","US",728,42.94049835,-78.73220062,"America/New_York",171799710963,"2021-01-05T16:20:00.000+0000","2021010514","2021-01-05T14:20:00.000+0000","2021010513","2021010512","72528014733","BUFFALO NIAGARA INTERNATIONAL, NY US","216.2","42.93998","-78.73606","2021-01-05T08:54:00","FM-15","7","0.0","BR:1 ||","2021-01-05T13:54:00.000+0000","2021010513",30,34,32,29.19,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-05T08:53:00","FM-15","7","0.0",null,"2021-01-05T13:53:00.000+0000",49,56,52,30.11,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T19:10:00.000+0000","0.0","2021-01-05T13:00:00.000+0000","0.0","2021-01-05T15:35:00.000+0000",45,0,0,0,0,0,0,0,0,0,"2021-01-05T16:19:00.000+0000","2021-01-05T16:00:00.000+0000",1,1,1,3,0.3333333333333333,4,6,0.6666666666666666,8,10,0.8,10,10,1,10,10,1,10,10,1,10,10,1,10,10,1,10,10,1,10,10,1,10,10,1,10,10,1,826,631,1149,1507,1615,1633,1662,1718,1780,1882,1999,2397,3026,0.002227698258903367,0.011367584658505027,0],["2021-01-05T18:00:00.000+0000","LIT",1,5,2,"2021-01-05 00:00:00","WN",19393,"N7721E",12992,"AR",11292,"DEN","CO",1220,1220,0,0,0,0,"1200-1259",1355,1325,-30,0,0,-2,"1300-1359",0,0,771,4,0,0,0,0,0,2021,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",171799395144,"2021-01-05T18:20:00.000+0000","2021010516","2021-01-05T16:20:00.000+0000","2021010515","2021010514","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","76.4","34.72727","-92.2358","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000","2021010515",33,49,42,29.98,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-05T08:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",18,33,27,24.43,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T20:55:00.000+0000","8.0","2021-01-05T15:55:00.000+0000","0.0","2021-01-05T17:40:00.000+0000",40,0,6.444444444444445,0.1111111111111111,6.444444444444445,0.1111111111111111,0.75,0,3,0,"2021-01-05T18:20:00.000+0000","2021-01-05T18:00:00.000+0000",2,2,0,0,null,1,2,0.5,5,6,0.8333333333333334,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.0019538372817938967,0.04989895874421001,0],["2021-01-05T18:00:00.000+0000","LIT",1,5,2,"2021-01-05 00:00:00","MQ",20398,"N235NN",12992,"AR",11298,"DFW","TX",1221,1232,11,11,0,0,"1200-1259",1345,1347,2,2,0,0,"1300-1359",0,0,304,2,0,0,0,0,0,2021,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago",146030191350,"2021-01-05T18:21:00.000+0000","2021010516","2021-01-05T16:21:00.000+0000","2021010515","2021010514","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","76.4","34.72727","-92.2358","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000","2021010515",33,49,42,29.98,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",39,49,44,29.54,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T19:45:00.000+0000","0.0","2021-01-05T16:25:00.000+0000","0.0","2021-01-05T17:46:00.000+0000",35,0,6.444444444444445,0.1111111111111111,6.444444444444445,0.1111111111111111,0.75,0,3,0,"2021-01-05T18:32:00.000+0000","2021-01-05T18:00:00.000+0000",2,2,0,0,null,1,2,0.5,5,6,0.8333333333333334,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.0019538372817938967,0.05317469890719319,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","QX",19687,"N645QX",14908,"CA",14747,"SEA","WA",1010,1002,-8,0,0,-1,"1000-1059",1304,1255,-9,0,0,-1,"1300-1359",0,0,978,4,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",17180530795,"2021-01-05T18:10:00.000+0000","2021010516","2021-01-05T16:10:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T15:53:00.000+0000","2021010515",49,55,52,30.08,70,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-05T07:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",38,44,41,29.62,150,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T21:04:00.000+0000","0.0","2021-01-05T14:30:00.000+0000","0.0","2021-01-05T17:15:00.000+0000",55,0,0,0,0,0,0,0,0,0,"2021-01-05T18:02:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.024352086269695063,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","WN",19393,"N8533S",14908,"CA",14893,"SMF","CA",1020,1017,-3,0,0,-1,"1000-1059",1155,1135,-20,0,0,-2,"1100-1159",0,0,404,2,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",163209974989,"2021-01-05T18:20:00.000+0000","2021010516","2021-01-05T16:20:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T15:53:00.000+0000","2021010515",49,55,52,30.08,70,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-05T07:53:00","FM-15","7","0.0","FG:2 |FG |","2021-01-05T15:53:00.000+0000",38,39,39,30.27,340,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-05T19:55:00.000+0000","0.0","2021-01-05T16:15:00.000+0000","0.0","2021-01-05T17:35:00.000+0000",45,0,0,0,0,0,0,0,0,0,"2021-01-05T18:17:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.006825443714971051,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","WN",19393,"N203WN",14908,"CA",13796,"OAK","CA",1025,1020,-5,0,0,-1,"1000-1059",1155,1135,-20,0,0,-2,"1100-1159",0,0,371,2,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",94489393108,"2021-01-05T18:25:00.000+0000","2021010516","2021-01-05T16:25:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T15:53:00.000+0000","2021010515",49,55,52,30.08,70,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-05T07:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",40,43,42,30.21,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T19:55:00.000+0000","0.0","2021-01-05T16:35:00.000+0000","0.0","2021-01-05T17:40:00.000+0000",45,0,0,0,0,0,0,0,0,0,"2021-01-05T18:20:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.005897437334667352,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","NK",20416,"N633NK",14908,"CA",13796,"OAK","CA",1025,1018,-7,0,0,-1,"1000-1059",1140,1143,3,3,0,0,"1100-1159",0,0,371,2,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",171799204963,"2021-01-05T18:25:00.000+0000","2021010516","2021-01-05T16:25:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T15:53:00.000+0000","2021010515",49,55,52,30.08,70,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-05T07:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",40,43,42,30.21,120,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T19:40:00.000+0000","0.0","2021-01-05T16:00:00.000+0000","0.0","2021-01-05T17:25:00.000+0000",60,0,0,0,0,0,0,0,0,0,"2021-01-05T18:18:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.005897437334667352,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","DL",19790,"N135DQ",14908,"CA",14869,"SLC","UT",1033,1026,-7,0,0,-1,"1000-1059",1320,1316,-4,0,0,-1,"1300-1359",0,0,588,3,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",137439294189,"2021-01-05T18:33:00.000+0000","2021010516","2021-01-05T16:33:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T15:53:00.000+0000","2021010515",49,55,52,30.08,70,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-05T08:54:00","FM-15","7","0.0",null,"2021-01-05T15:54:00.000+0000",26,35,31,25.88,300,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T20:20:00.000+0000","0.0","2021-01-05T15:20:00.000+0000","0.0","2021-01-05T17:23:00.000+0000",70,0,0,0,0,0,0,0,0,0,"2021-01-05T18:26:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.023389003800428514,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","QX",19687,"N628QX",14908,"CA",14057,"PDX","OR",1040,1030,-10,0,0,-1,"1000-1059",1310,1301,-9,0,0,-1,"1300-1359",0,0,859,4,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",163209797976,"2021-01-05T18:40:00.000+0000","2021010516","2021-01-05T16:40:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T07:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T15:53:00.000+0000","2021010515",49,55,52,30.08,70,6,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-05T07:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",37,44,41,30.04,110,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T21:10:00.000+0000","0.0","2021-01-05T15:30:00.000+0000","0.0","2021-01-05T18:00:00.000+0000",40,0,0.3157894736842105,0,0.3157894736842105,0,0.3157894736842105,0,0.5454545454545454,0,"2021-01-05T18:30:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.00798001234087441,0],["2021-01-05T18:00:00.000+0000","SNA",1,5,2,"2021-01-05 00:00:00","AA",19805,"N982NN",14908,"CA",11298,"DFW","TX",1055,1048,-7,0,0,-1,"1000-1059",1552,1538,-14,0,0,-1,"1500-1559",0,0,1205,5,0,0,0,0,0,2021,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles",407973,"2021-01-05T18:55:00.000+0000","2021010516","2021-01-05T16:55:00.000+0000","2021010515","2021010514","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-05T08:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-05T16:53:00.000+0000","2021010516",49,55,52,30.09,360,3,5,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-05T10:53:00","FM-15","7","0.0",null,"2021-01-05T16:53:00.000+0000",38,55,47,29.52,130,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T21:52:00.000+0000","14.0","2021-01-05T00:55:00.000+0000","46.0","2021-01-05T04:27:00.000+0000",868,0,0.3,0,0.3,0,0.3,0,0.6,0,"2021-01-05T18:48:00.000+0000","2021-01-05T18:00:00.000+0000",7,7,10,7,1.4285714285714286,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,15,10,1.5,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.004759288065263952,0.05317469890719319,0],["2021-01-05T18:00:00.000+0000","TUL",1,5,2,"2021-01-05 00:00:00","9E",20363,"N135EV",15370,"OK",10397,"ATL","GA",1206,1201,-5,0,0,-1,"1200-1259",1457,1508,11,11,0,0,"1400-1459",0,0,674,3,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",68720182024,"2021-01-05T18:06:00.000+0000","2021010516","2021-01-05T16:06:00.000+0000","2021010515","2021010514","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000","2021010515",36,43,40,29.45,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-05T10:52:00","FM-15","7","0.0",null,"2021-01-05T15:52:00.000+0000",40,53,47,28.92,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T19:57:00.000+0000","0.0","2021-01-05T15:10:00.000+0000","0.0","2021-01-05T17:16:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-05T18:01:00.000+0000","2021-01-05T18:00:00.000+0000",3,3,2,2,1,2,4,0.5,7,9,0.7777777777777778,10,12,0.8333333333333334,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.002368518398180095,0.06086473773696765,0],["2021-01-05T18:00:00.000+0000","TUL",1,5,2,"2021-01-05 00:00:00","F9",20436,"N227FR",15370,"OK",11292,"DEN","CO",1217,1217,0,0,0,0,"1200-1259",1307,1302,-5,0,0,-1,"1300-1359",0,0,541,3,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",154619502900,"2021-01-05T18:17:00.000+0000","2021010516","2021-01-05T16:17:00.000+0000","2021010515","2021010514","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000","2021010515",36,43,40,29.45,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-05T08:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",18,33,27,24.43,40,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T20:07:00.000+0000","0.0","2021-01-05T16:00:00.000+0000","0.0","2021-01-05T17:32:00.000+0000",45,0,0,0,0,0,0,0,0,0,"2021-01-05T18:17:00.000+0000","2021-01-05T18:00:00.000+0000",3,3,2,2,1,2,4,0.5,7,9,0.7777777777777778,10,12,0.8333333333333334,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.002368518398180095,0.04989895874421001,0],["2021-01-05T18:00:00.000+0000","TUL",1,5,2,"2021-01-05 00:00:00","AA",19805,"N750UW",15370,"OK",11298,"DFW","TX",1230,1246,16,16,1,1,"1200-1259",1352,1348,-4,0,0,-1,"1300-1359",0,0,237,1,0,0,0,0,0,2021,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago",154619590141,"2021-01-05T18:30:00.000+0000","2021010516","2021-01-05T16:30:00.000+0000","2021010515","2021010514","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000","2021010515",36,43,40,29.45,180,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T15:53:00.000+0000",39,49,44,29.54,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T19:52:00.000+0000","28.0","2021-01-05T16:30:00.000+0000","0.0","2021-01-05T17:39:00.000+0000",51,1,0,0,0,0,0,0,0,0,"2021-01-05T18:46:00.000+0000","2021-01-05T18:00:00.000+0000",3,3,2,2,1,2,4,0.5,7,9,0.7777777777777778,10,12,0.8333333333333334,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,12,12,1,800,647,1358,1989,2507,2865,2973,2991,3020,3076,3138,3240,3357,0.002368518398180095,0.05317469890719319,0],["2021-01-05T20:00:00.000+0000","MCI",1,5,2,"2021-01-05 00:00:00","MQ",20398,"N231AN",13198,"MO",13930,"ORD","IL",1416,1407,-9,0,0,-1,"1400-1459",1550,1531,-19,0,0,-2,"1500-1559",0,0,403,2,0,0,0,0,0,2021,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",223339038216,"2021-01-05T20:16:00.000+0000","2021010518","2021-01-05T18:16:00.000+0000","2021010517","2021010516","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-05T11:53:00","FM-15","7","0.0",null,"2021-01-05T17:53:00.000+0000","2021010517",30,46,39,29,140,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-05T11:51:00","FM-15","7","0.0",null,"2021-01-05T17:51:00.000+0000",29,34,32,29.35,280,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T21:50:00.000+0000","0.0","2021-01-05T16:50:00.000+0000","0.0","2021-01-05T18:39:00.000+0000",97,0,12.475,0.125,12.117647058823529,0.11764705882352941,4,0.0625,8,0.125,"2021-01-05T20:07:00.000+0000","2021-01-05T20:00:00.000+0000",3,2,8,7,1.1428571428571428,13,11,1.1818181818181819,17,13,1.3076923076923077,19,20,0.95,26,26,1,36,34,1.0588235294117647,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,777,646,1472,2119,2830,3461,3979,4337,4445,4463,4492,4548,4610,0.006209304769692481,0.03551113735875623,0],["2021-01-05T20:00:00.000+0000","MCI",1,5,2,"2021-01-05 00:00:00","AS",19930,"N589AS",13198,"MO",14747,"SEA","WA",1435,1429,-6,0,0,-1,"1400-1459",1630,1617,-13,0,0,-1,"1600-1659",0,0,1489,6,0,0,0,0,0,2021,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago",206158516472,"2021-01-05T20:35:00.000+0000","2021010518","2021-01-05T18:35:00.000+0000","2021010517","2021010516","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-05T11:53:00","FM-15","7","0.0",null,"2021-01-05T17:53:00.000+0000","2021010517",30,46,39,29,140,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-05T09:53:00","FM-15","7","0.0",null,"2021-01-05T17:53:00.000+0000",37,43,40,29.63,150,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T00:30:00.000+0000","0.0","2021-01-05T16:15:00.000+0000","0.0","2021-01-05T19:35:00.000+0000",60,0,12.475,0.125,12.875,0.125,4.266666666666667,0.06666666666666667,11.2,0.2,"2021-01-05T20:29:00.000+0000","2021-01-05T20:00:00.000+0000",3,2,8,7,1.1428571428571428,13,11,1.1818181818181819,17,13,1.3076923076923077,19,20,0.95,26,26,1,36,34,1.0588235294117647,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,38,36,1.0555555555555556,777,646,1472,2119,2830,3461,3979,4337,4445,4463,4492,4548,4610,0.006209304769692481,0.024352086269695063,0],["2021-01-05T21:00:00.000+0000","PIT",1,5,2,"2021-01-05 00:00:00","WN",19393,"N7732A",14122,"PA",14107,"PHX","AZ",1610,1616,6,6,0,0,"1600-1659",1855,1839,-16,0,0,-2,"1800-1859",0,0,1814,8,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",77309983921,"2021-01-05T21:10:00.000+0000","2021010519","2021-01-05T19:10:00.000+0000","2021010518","2021010517","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-05T13:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000","2021010518",27,34,31,28.64,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-05T11:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000",24,62,45,28.9,20,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T01:55:00.000+0000","0.0","2021-01-05T16:40:00.000+0000","0.0","2021-01-05T20:30:00.000+0000",40,0,1.1935483870967742,0,0,0,0,0,0,0,"2021-01-05T21:16:00.000+0000","2021-01-05T21:00:00.000+0000",7,6,1,1,1,4,4,1,6,7,0.8571428571428571,8,8,1,10,11,0.9090909090909091,15,16,0.9375,22,24,0.9166666666666666,31,31,1,31,31,1,31,31,1,31,31,1,31,31,1,762,800,1446,2272,2919,3630,4261,4779,5137,5245,5263,5292,5348,0.005303947036402629,0.02722961443343419,0],["2021-01-05T21:00:00.000+0000","PIT",1,5,2,"2021-01-05 00:00:00","YX",20452,"N638RW",14122,"PA",13930,"ORD","IL",1620,1611,-9,0,0,-1,"1600-1659",1709,1627,-42,0,0,-2,"1700-1759",0,0,413,2,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",231928320279,"2021-01-05T21:20:00.000+0000","2021010519","2021-01-05T19:20:00.000+0000","2021010518","2021010517","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-05T13:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000","2021010518",27,34,31,28.64,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-05T12:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000",30,34,32,29.35,300,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T23:09:00.000+0000","0.0","2021-01-04T20:59:00.000+0000","0.0","2021-01-04T22:30:00.000+0000",1370,0,1.1935483870967742,0,0,0,0,0,0,0,"2021-01-05T21:11:00.000+0000","2021-01-05T21:00:00.000+0000",7,6,1,1,1,4,4,1,6,7,0.8571428571428571,8,8,1,10,11,0.9090909090909091,15,16,0.9375,22,24,0.9166666666666666,31,31,1,31,31,1,31,31,1,31,31,1,31,31,1,762,800,1446,2272,2919,3630,4261,4779,5137,5245,5263,5292,5348,0.005303947036402629,0.03551113735875623,0],["2021-01-05T21:00:00.000+0000","PIT",1,5,2,"2021-01-05 00:00:00","YV",20378,"N80348",14122,"PA",12266,"IAH","TX",1630,1625,-5,0,0,-1,"1600-1659",1900,1828,-32,0,0,-2,"1900-1959",0,0,1117,5,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",68719926929,"2021-01-05T21:30:00.000+0000","2021010519","2021-01-05T19:30:00.000+0000","2021010518","2021010517","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-05T13:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000","2021010518",27,34,31,28.64,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-05T12:53:00","FM-15","7","0.0",null,"2021-01-05T18:53:00.000+0000",40,69,54,30,100,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T01:00:00.000+0000","0.0","2021-01-05T16:00:00.000+0000","0.0","2021-01-05T18:49:00.000+0000",161,0,1.15625,0,0,0,0,0,0,0,"2021-01-05T21:25:00.000+0000","2021-01-05T21:00:00.000+0000",7,6,1,1,1,4,4,1,6,7,0.8571428571428571,8,8,1,10,11,0.9090909090909091,15,16,0.9375,22,24,0.9166666666666666,31,31,1,31,31,1,31,31,1,31,31,1,31,31,1,762,800,1446,2272,2919,3630,4261,4779,5137,5245,5263,5292,5348,0.005303947036402629,0.02035804439442713,0],["2021-01-05T21:00:00.000+0000","PIT",1,5,2,"2021-01-05 00:00:00","WN",19393,"N210WN",14122,"PA",12889,"LAS","NV",1630,1624,-6,0,0,-1,"1600-1659",1825,1802,-23,0,0,-2,"1800-1859",0,0,1910,8,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",77309652922,"2021-01-05T21:30:00.000+0000","2021010519","2021-01-05T19:30:00.000+0000","2021010518","2021010517","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-05T13:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000","2021010518",27,34,31,28.64,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-05T10:56:00","FM-15","7","0.0",null,"2021-01-05T18:56:00.000+0000",24,58,43,27.91,60,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T02:25:00.000+0000","0.0","2021-01-05T19:30:00.000+0000","0.0","2021-01-05T20:50:00.000+0000",40,0,1.15625,0,0,0,0,0,0,0,"2021-01-05T21:24:00.000+0000","2021-01-05T21:00:00.000+0000",7,6,1,1,1,4,4,1,6,7,0.8571428571428571,8,8,1,10,11,0.9090909090909091,15,16,0.9375,22,24,0.9166666666666666,31,31,1,31,31,1,31,31,1,31,31,1,31,31,1,762,800,1446,2272,2919,3630,4261,4779,5137,5245,5263,5292,5348,0.005303947036402629,0.024255567547980073,0],["2021-01-05T21:00:00.000+0000","PIT",1,5,2,"2021-01-05 00:00:00","OO",20304,"N622UX",14122,"PA",11292,"DEN","CO",1640,1633,-7,0,0,-1,"1600-1659",1839,1819,-20,0,0,-2,"1800-1859",0,0,1290,6,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",25770319134,"2021-01-05T21:40:00.000+0000","2021010519","2021-01-05T19:40:00.000+0000","2021010518","2021010517","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-05T13:51:00","FM-15","7","0.0",null,"2021-01-05T18:51:00.000+0000","2021010518",27,34,31,28.64,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-05T11:53:00","FM-15","7","0.0",null,"2021-01-05T18:53:00.000+0000",21,null,40,24.37,270,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T01:39:00.000+0000","0.0","2021-01-05T17:00:00.000+0000","0.0","2021-01-05T20:10:00.000+0000",90,0,1.121212121212121,0,0,0,0,0,0,0,"2021-01-05T21:33:00.000+0000","2021-01-05T21:00:00.000+0000",7,6,1,1,1,4,4,1,6,7,0.8571428571428571,8,8,1,10,11,0.9090909090909091,15,16,0.9375,22,24,0.9166666666666666,31,31,1,31,31,1,31,31,1,31,31,1,31,31,1,762,800,1446,2272,2919,3630,4261,4779,5137,5245,5263,5292,5348,0.005303947036402629,0.04989895874421001,0],["2021-01-05T21:00:00.000+0000","PIT",1,5,2,"2021-01-05 00:00:00","NK",20416,"N621NK",14122,"PA",14635,"RSW","FL",1658,1648,-10,0,0,-1,"1600-1659",1931,1907,-24,0,0,-2,"1900-1959",0,0,966,4,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",60130626387,"2021-01-05T21:58:00.000+0000","2021010519","2021-01-05T19:58:00.000+0000","2021010518","2021010517","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-05T14:51:00","FM-15","7","0.0",null,"2021-01-05T19:51:00.000+0000","2021010519",27,35,32,28.66,290,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-05T14:53:00","FM-15","7","0.0",null,"2021-01-05T19:53:00.000+0000",42,71,56,29.99,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T00:31:00.000+0000","0.0","2021-01-05T18:35:00.000+0000","0.0","2021-01-05T21:05:00.000+0000",53,0,1.088235294117647,0,0,0,0,0,0,0,"2021-01-05T21:48:00.000+0000","2021-01-05T21:00:00.000+0000",7,6,1,1,1,4,4,1,6,7,0.8571428571428571,8,8,1,10,11,0.9090909090909091,15,16,0.9375,22,24,0.9166666666666666,31,31,1,31,31,1,31,31,1,31,31,1,31,31,1,762,800,1446,2272,2919,3630,4261,4779,5137,5245,5263,5292,5348,0.005303947036402629,0.007178033094651204,0],["2021-01-05T22:00:00.000+0000","FCA",1,5,2,"2021-01-05 00:00:00","QX",19687,"N421QX",11648,"MT",14747,"SEA","WA",1505,1457,-8,0,0,-1,"1500-1559",1548,1536,-12,0,0,-1,"1500-1559",0,0,379,2,0,0,0,0,0,2021,"KGPI","FCA","Glacier Park International Airport","Kalispell","Montana","US",2977,48.3105010986,-114.2559967041,"America/Denver",17181130584,"2021-01-05T22:05:00.000+0000","2021010520","2021-01-05T20:05:00.000+0000","2021010519","2021010518","72779024146","KALISPELL GLACIER AIRPORT, MT US","903.2","48.30408","-114.26426","2021-01-05T12:55:00","FM-15","7","0.0",null,"2021-01-05T19:55:00.000+0000","2021010519",26,42,35,27.04,210,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-05T11:53:00","FM-15","7","0.02","-RA:02 |RA |RA","2021-01-05T19:53:00.000+0000",38,46,42,29.58,170,18,6,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-05T23:48:00.000+0000","0.0","2021-01-05T20:00:00.000+0000","0.0","2021-01-05T21:25:00.000+0000",40,0,0,0,0,0,0,0,0,0,"2021-01-05T21:57:00.000+0000","2021-01-05T21:00:00.000+0000",0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,3,3,1,4,4,1,5,5,1,5,5,1,5,5,1,5,5,1,5,5,1,732,640,1440,2086,2912,3559,4270,4901,5419,5777,5885,5903,5932,0.0006990804295241533,0.024352086269695063,0],["2021-01-05T22:00:00.000+0000","ILM",1,5,2,"2021-01-05 00:00:00","9E",20363,"N907XJ",12323,"NC",10397,"ATL","GA",1750,1743,-7,0,0,-1,"1700-1759",1930,1904,-26,0,0,-2,"1900-1959",0,0,377,2,0,0,0,0,0,2021,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York",266288229539,"2021-01-05T22:50:00.000+0000","2021010520","2021-01-05T20:50:00.000+0000","2021010519","2021010518","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","7.0","34.26678","-77.89987","2021-01-05T14:53:00","FM-15","7","0.02",null,"2021-01-05T19:53:00.000+0000","2021010519",45,50,48,29.85,320,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-05T14:52:00","FM-15","7","0.0",null,"2021-01-05T19:52:00.000+0000",35,56,46,28.93,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T00:30:00.000+0000","0.0","2021-01-05T20:35:00.000+0000","0.0","2021-01-05T21:55:00.000+0000",55,0,0,0,0,0,0,0,0,0,"2021-01-05T22:43:00.000+0000","2021-01-05T22:00:00.000+0000",1,1,0,1,0,1,1,1,2,2,1,2,2,1,2,2,1,2,2,1,3,3,1,4,5,0.8,6,6,1,6,6,1,6,6,1,6,6,1,732,640,1440,2086,2912,3559,4270,4901,5419,5777,5885,5903,5932,0.0009797402021951953,0.06086473773696765,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","DL",19790,"N927AT",11259,"TX",10397,"ATL","GA",1820,1812,-8,0,0,-1,"1800-1859",2115,2113,-2,0,0,-1,"2100-2159",0,0,721,3,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",94489799284,"2021-01-06T00:20:00.000+0000","2021010522","2021-01-05T22:20:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-05T16:52:00","FM-15","7","0.0",null,"2021-01-05T21:52:00.000+0000",33,54,44,28.96,310,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T02:15:00.000+0000","0.0","2021-01-05T21:05:00.000+0000","0.0","2021-01-05T23:15:00.000+0000",65,0,1.5977011494252873,0.034482758620689655,2.2982456140350878,0.05263157894736842,3.037037037037037,0.1111111111111111,2.3,0.1,"2021-01-06T00:12:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.06086473773696765,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N948WN",11259,"TX",12889,"LAS","NV",1825,1818,-7,0,0,-1,"1800-1859",1925,1901,-24,0,0,-2,"1900-1959",0,0,1067,5,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",68719506186,"2021-01-06T00:25:00.000+0000","2021010522","2021-01-05T22:25:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAS","LAS","Harry Reid International Airport","Las Vegas","Nevada","US",2181,36.08010101,-115.1520004,"America/Los_Angeles","72386023169","MCCARRAN INTERNATIONAL AIRPORT, NV US","662.8","36.0719","-115.16343","2021-01-05T13:56:00","FM-15","7","0.0",null,"2021-01-05T21:56:00.000+0000",22,61,44,27.86,70,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T03:25:00.000+0000","0.0","2021-01-05T22:30:00.000+0000","0.0","2021-01-05T23:45:00.000+0000",40,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:18:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.024255567547980073,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N7720F",11259,"TX",12992,"LIT","AR",1830,1825,-5,0,0,-1,"1800-1859",1935,1916,-19,0,0,-2,"1900-1959",0,0,296,2,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",60129692332,"2021-01-06T00:30:00.000+0000","2021010522","2021-01-05T22:30:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","76.4","34.72727","-92.2358","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000",32,53,44,29.89,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T01:35:00.000+0000","0.0","2021-01-05T22:30:00.000+0000","0.0","2021-01-05T23:45:00.000+0000",45,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:25:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.0019538372817938967,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N441WN",11259,"TX",10599,"BHM","AL",1830,1839,9,9,0,0,"1800-1859",2000,2004,4,4,0,0,"2000-2059",0,0,587,3,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",94489393107,"2021-01-06T00:30:00.000+0000","2021010522","2021-01-05T22:30:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBHM","BHM","Birmingham-Shuttlesworth International Airport","Birmingham","Alabama","US",650,33.56290054,-86.75350189,"America/Chicago","72228013876","BIRMINGHAM AIRPORT, AL US","187.7","33.56545","-86.7449","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000",35,53,45,29.47,350,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T02:00:00.000+0000","4.0","2021-01-05T21:15:00.000+0000","0.0","2021-01-05T23:45:00.000+0000",45,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:39:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.002471473098218013,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N238WN",11259,"TX",12896,"LBB","TX",1830,1832,2,2,0,0,"1800-1859",1940,1934,-6,0,0,-1,"1900-1959",0,0,293,2,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",154619778071,"2021-01-06T00:30:00.000+0000","2021010522","2021-01-05T22:30:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLBB","LBB","Lubbock Preston Smith International Airport","Lubbock","Texas","US",3282,33.6636009216,-101.8229980469,"America/Chicago","72267023042","LUBBOCK INTERNATIONAL AIRPORT, TX US","993.2","33.66578","-101.8233","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000",29,60,46,26.55,200,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T01:40:00.000+0000","0.0","2021-01-05T21:00:00.000+0000","0.0","2021-01-05T23:40:00.000+0000",50,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:32:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.0011267945350386724,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N430WN",11259,"TX",10140,"ABQ","NM",1830,1826,-4,0,0,-1,"1800-1859",1925,1914,-11,0,0,-1,"1900-1959",0,0,580,3,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",17180649862,"2021-01-06T00:30:00.000+0000","2021010522","2021-01-05T22:30:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.4","35.04189","-106.61545","2021-01-05T14:52:00","FM-15","7","0.0",null,"2021-01-05T21:52:00.000+0000",15,57,40,24.66,320,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T02:25:00.000+0000","0.0","2021-01-05T22:35:00.000+0000","0.0","2021-01-05T23:40:00.000+0000",50,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:26:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.002850619359073829,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N485WN",11259,"TX",11540,"ELP","TX",1830,1829,-1,0,0,-1,"1800-1859",1915,1907,-8,0,0,-1,"1900-1959",0,0,562,3,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",171799096374,"2021-01-06T00:30:00.000+0000","2021010522","2021-01-05T22:30:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1202.1","31.81234","-106.37737","2021-01-05T14:51:00","FM-15","7","0.0",null,"2021-01-05T21:51:00.000+0000",15,65,44,25.96,240,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T02:15:00.000+0000","0.0","2021-01-05T22:15:00.000+0000","0.0","2021-01-05T23:30:00.000+0000",60,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:29:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.00222984956187118,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N8613K",11259,"TX",13198,"MCI","MO",1830,1828,-2,0,0,-1,"1800-1859",2000,1948,-12,0,0,-1,"2000-2059",0,0,461,2,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",257699359724,"2021-01-06T00:30:00.000+0000","2021010522","2021-01-05T22:30:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000",30,47,40,28.97,150,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T02:00:00.000+0000","0.0","2021-01-05T20:20:00.000+0000","0.0","2021-01-05T23:30:00.000+0000",60,0,1.6022727272727273,0.03409090909090909,2.293103448275862,0.05172413793103448,3,0.10714285714285714,2.5,0.1,"2021-01-06T00:28:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.006209304769692481,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N8550Q",11259,"TX",13204,"MCO","FL",1845,1857,12,12,0,0,"1800-1859",2205,2215,10,10,0,0,"2200-2259",0,0,973,4,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",214748789640,"2021-01-06T00:45:00.000+0000","2021010522","2021-01-05T22:45:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-05T16:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000",47,67,56,29.9,290,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T03:05:00.000+0000","0.0","2021-01-05T21:55:00.000+0000","0.0","2021-01-05T23:45:00.000+0000",60,0,1.6022727272727273,0.03409090909090909,2.30188679245283,0.05660377358490566,3.111111111111111,0.1111111111111111,2.875,0.125,"2021-01-06T00:57:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.021278235025477266,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N901WN",11259,"TX",11697,"FLL","FL",1850,1847,-3,0,0,-1,"1800-1859",2225,2224,-1,0,0,-1,"2200-2259",0,0,1108,5,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",249108719546,"2021-01-06T00:50:00.000+0000","2021010522","2021-01-05T22:50:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T15:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000","2021010521",34,67,51,29.49,160,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-05T16:53:00","FM-15","7","0.0",null,"2021-01-05T21:53:00.000+0000",38,69,53,30.01,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T03:25:00.000+0000","0.0","2021-01-05T21:45:00.000+0000","0.0","2021-01-06T00:00:00.000+0000",50,0,1.5666666666666667,0.03333333333333333,2.2181818181818183,0.05454545454545454,2.896551724137931,0.10344827586206896,2.875,0.125,"2021-01-06T00:47:00.000+0000","2021-01-06T00:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.014253267169950753,0],["2021-01-06T00:00:00.000+0000","DAL",1,5,2,"2021-01-05 00:00:00","WN",19393,"N203WN",11259,"TX",15304,"TPA","FL",1855,1901,6,6,0,0,"1800-1859",2205,2206,1,1,0,0,"2200-2259",0,0,917,4,0,0,0,0,0,2021,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago",223339400935,"2021-01-06T00:55:00.000+0000","2021010522","2021-01-05T22:55:00.000+0000","2021010521","2021010520","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-05T16:53:00","FM-15","7","0.0",null,"2021-01-05T22:53:00.000+0000","2021010522",37,65,51,29.49,150,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-05T17:53:00","FM-15","7","0.0",null,"2021-01-05T22:53:00.000+0000",54,64,58,30.05,320,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T03:05:00.000+0000","0.0","2021-01-05T20:40:00.000+0000","0.0","2021-01-06T00:00:00.000+0000",55,0,1.5666666666666667,0.03333333333333333,2.259259259259259,0.05555555555555555,3,0.10714285714285714,2.875,0.125,"2021-01-06T01:01:00.000+0000","2021-01-06T01:00:00.000+0000",13,11,12,10,1.2,22,21,1.0476190476190477,29,29,1,38,38,1,47,48,0.9791666666666666,56,56,1,68,67,1.0149253731343284,69,70,0.9857142857142858,79,81,0.9753086419753086,85,84,1.0119047619047619,85,84,1.0119047619047619,85,84,1.0119047619047619,486,762,1539,2179,2979,3625,4451,5098,5809,6440,6958,7316,7424,0.009997078614003872,0.011367584658505027,0],["2021-01-06T13:00:00.000+0000","CWA",1,6,3,"2021-01-06 00:00:00","9E",20363,"N480PX",11203,"WI",11433,"DTW","MI",700,1423,443,443,1,12,"0700-0759",930,1639,429,429,1,12,"0900-0959",0,0,363,2,75,0,0,0,354,2021,"KCWA","CWA","Central Wisconsin Airport","Mosinee","Wisconsin","US",1277,44.7775993347,-89.6668014526,"America/Chicago",68719826007,"2021-01-06T13:00:00.000+0000","2021010611","2021-01-06T11:00:00.000+0000","2021010610","2021010609","72646594890","MOSINEE, WI US","389.2","44.78333","-89.66667","2021-01-06T04:55:00","FM-15","7","0.0","* |* |*","2021-01-06T10:55:00.000+0000","2021010610",16,18,17,28.91,0,0,null,"* ","* ","*",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-06T05:53:00","FM-15","7","0.0","BR:1 ||","2021-01-06T10:53:00.000+0000",30,34,32,29.52,320,7,5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T14:30:00.000+0000","1011.0","2021-01-06T00:10:00.000+0000","984.0","2021-01-06T01:52:00.000+0000",668,1,0,0,0,0,0,0,0,0,"2021-01-06T20:23:00.000+0000","2021-01-06T20:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,601,105,117,137,173,209,258,326,563,1068,1579,2065,2734,0.0003561792010176414,0.02546134919761326,0],["2021-01-06T16:00:00.000+0000","GSP",1,6,3,"2021-01-06 00:00:00","YX",20452,"N219YX",11996,"SC",10397,"ATL","GA",1158,1151,-7,0,0,-1,"1100-1159",1312,1255,-17,0,0,-2,"1300-1359",0,0,153,1,0,0,0,0,0,2021,"KGSP","GSP","Greenville Spartanburg International Airport","Greenville","South Carolina","US",964,34.8956985474,-82.2189025879,"America/New_York",103079733537,"2021-01-06T16:58:00.000+0000","2021010614","2021-01-06T14:58:00.000+0000","2021010613","2021010612","72312003870","GRNVL SPART INTERNATIONAL AIRPORT, SC US","294.4","34.90614","-82.21253","2021-01-06T09:53:00","FM-15","7","0.0",null,"2021-01-06T14:53:00.000+0000","2021010614",23,40,34,29.18,40,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-06T09:52:00","FM-15","7","0.0",null,"2021-01-06T14:52:00.000+0000",30,41,36,29.12,330,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T18:12:00.000+0000","0.0","2021-01-06T15:10:00.000+0000","0.0","2021-01-06T16:06:00.000+0000",52,0,1.1111111111111112,0,1.1111111111111112,0,1.4285714285714286,0,5,0,"2021-01-06T16:51:00.000+0000","2021-01-06T16:00:00.000+0000",1,1,0,1,0,5,5,1,6,7,0.8571428571428571,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,819,601,1082,1443,1548,1560,1580,1616,1652,1701,1769,2006,2511,0.002027499133687687,0.06086473773696765,0],["2021-01-06T18:00:00.000+0000","MLB",1,6,3,"2021-01-06 00:00:00","OH",20397,"N531EG",13360,"FL",11057,"CLT","NC",1354,1335,-19,0,0,-2,"1300-1359",1542,1516,-26,0,0,-2,"1500-1559",0,0,490,2,0,0,0,0,0,2021,"KMLB","MLB","Melbourne International Airport","Melbourne","Florida","US",33,28.1028003693,-80.6453018188,"America/New_York",240519330368,"2021-01-06T18:54:00.000+0000","2021010616","2021-01-06T16:54:00.000+0000","2021010615","2021010614","72204012838","MELBOURNE INTERNATIONAL AIRPORT, FL US","6.7","28.09969","-80.6356","2021-01-06T11:53:00","FM-15","7","0.0",null,"2021-01-06T16:53:00.000+0000","2021010616",50,68,58,30.08,10,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-06T11:52:00","FM-15","7","0.0",null,"2021-01-06T16:52:00.000+0000",27,45,38,29.38,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T20:42:00.000+0000","0.0","2021-01-06T16:35:00.000+0000","0.0","2021-01-06T18:23:00.000+0000",31,0,0,0,0,0,0,0,0,0,"2021-01-06T18:35:00.000+0000","2021-01-06T18:00:00.000+0000",1,1,0,0,null,0,0,null,1,1,1,1,1,1,1,2,0.5,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,797,663,1358,1959,2440,2801,2906,2918,2938,2974,3010,3059,3127,0.0005356156879449122,0.03797957033883184,0],["2021-01-06T19:00:00.000+0000","EYW",1,6,3,"2021-01-06 00:00:00","YX",20452,"N644RW",11624,"FL",13930,"ORD","IL",1440,1431,-9,0,0,-1,"1400-1459",1709,1657,-12,0,0,-1,"1700-1759",0,0,1251,6,0,0,0,0,0,2021,"KEYW","EYW","Key West International Airport","Key West","Florida","US",3,24.5561008453,-81.7595977783,"America/New_York",1303049,"2021-01-06T19:40:00.000+0000","2021010617","2021-01-06T17:40:00.000+0000","2021010616","2021010615","72201012836","KEY WEST INTERNATIONAL AIRPORT, FL US","0.3","24.55706","-81.75539","2021-01-06T11:53:00","FM-15","7","0.0",null,"2021-01-06T16:53:00.000+0000","2021010616",50,67,58,30.09,60,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-06T10:51:00","FM-15","7","0.0",null,"2021-01-06T16:51:00.000+0000",29,35,33,29.62,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T23:09:00.000+0000","0.0","2021-01-06T15:00:00.000+0000","0.0","2021-01-06T18:18:00.000+0000",82,0,0.8888888888888888,0,0.8888888888888888,0,1.6,0,2.6666666666666665,0,"2021-01-06T19:31:00.000+0000","2021-01-06T19:00:00.000+0000",4,1,2,3,0.6666666666666666,4,3,1.3333333333333333,4,4,1,6,5,1.2,6,7,0.8571428571428571,8,7,1.1428571428571428,8,7,1.1428571428571428,8,7,1.1428571428571428,8,7,1.1428571428571428,8,7,1.1428571428571428,8,7,1.1428571428571428,8,7,1.1428571428571428,664,819,1482,2177,2778,3259,3620,3725,3737,3757,3793,3829,3878,0.0014475713143974763,0.03551113735875623,0],["2021-01-06T20:00:00.000+0000","GGG",1,6,3,"2021-01-06 00:00:00","MQ",20398,"N664MS",11905,"TX",11298,"DFW","TX",1415,1414,-1,0,0,-1,"1400-1459",1516,1527,11,11,0,0,"1500-1559",0,0,140,1,0,0,0,0,0,2021,"KGGG","GGG","East Texas Regional Airport","Longview","Texas","US",365,32.3839988708,-94.7115020752,"America/Chicago",240518173148,"2021-01-06T20:15:00.000+0000","2021010618","2021-01-06T18:15:00.000+0000","2021010617","2021010616","72247003901","LONGVIEW E TX REGIONAL AIRPORT, TX US","107.3","32.39094","-94.71396","2021-01-06T11:53:00","FM-15","7","0.1","-RA:02 BR:1 |RA |RA","2021-01-06T17:53:00.000+0000","2021010617",44,48,46,29.51,100,7,2,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-06T11:53:00","FM-15","7","0.0",null,"2021-01-06T17:53:00.000+0000",42,60,51,29.24,270,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T21:16:00.000+0000","0.0","2021-01-06T14:50:00.000+0000","0.0","2021-01-06T15:53:00.000+0000",262,0,0,0,0,0,0,0,0,0,"2021-01-06T20:14:00.000+0000","2021-01-06T20:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,741,638,1457,2120,2815,3416,3897,4258,4363,4375,4395,4431,4467,0.00020484948045825652,0.05317469890719319,0],["2021-01-06T21:00:00.000+0000","RHI",1,6,3,"2021-01-06 00:00:00","OO",20304,"N461SW",14520,"WI",13487,"MSP","MN",1545,1539,-6,0,0,-1,"1500-1559",1659,1623,-36,0,0,-2,"1600-1659",0,0,190,1,0,0,0,0,0,2021,"KRHI","RHI","Rhinelander Oneida County Airport","Rhinelander","Wisconsin","US",1624,45.6311988831,-89.4674987793,"America/Chicago",120260188825,"2021-01-06T21:45:00.000+0000","2021010619","2021-01-06T19:45:00.000+0000","2021010618","2021010617","72741504803","RHINELANDER ONEIDA CO AIRPORT, WI US","502.2","45.63143","-89.4824","2021-01-06T12:53:00","FM-15","7","0.0",null,"2021-01-06T18:53:00.000+0000","2021010618",25,31,29,28.57,110,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-06T12:53:00","FM-15","7","0.0",null,"2021-01-06T18:53:00.000+0000",22,29,27,29.38,90,9,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-06T22:59:00.000+0000","0.0","2021-01-06T19:02:00.000+0000","0.0","2021-01-06T20:08:00.000+0000",97,0,0,0,0,0,0,0,0,0,"2021-01-06T21:39:00.000+0000","2021-01-06T21:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,727,797,1435,2254,2917,3612,4213,4694,5055,5160,5172,5192,5228,0.0001955625287635608,0.02390247119715781,0],["2021-01-06T23:00:00.000+0000","PIT",1,6,3,"2021-01-06 00:00:00","WN",19393,"N8675A",14122,"PA",13232,"MDW","IL",1810,1806,-4,0,0,-1,"1800-1859",1840,1828,-12,0,0,-1,"1800-1859",0,0,402,2,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",197568604984,"2021-01-06T23:10:00.000+0000","2021010621","2021-01-06T21:10:00.000+0000","2021010620","2021010619","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-06T15:51:00","FM-15","7","0.0",null,"2021-01-06T20:51:00.000+0000","2021010620",28,36,33,28.92,310,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-06T14:53:00","FM-15","7","0.0",null,"2021-01-06T20:53:00.000+0000",28,40,35,29.65,50,8,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T00:40:00.000+0000","2.0","2021-01-06T19:35:00.000+0000","0.0","2021-01-06T22:20:00.000+0000",50,0,0.3888888888888889,0,0,0,0,0,0,0,"2021-01-06T23:06:00.000+0000","2021-01-06T23:00:00.000+0000",3,1,5,6,0.8333333333333334,8,8,1,9,9,1,12,12,1,13,14,0.9285714285714286,15,15,1,17,17,1,20,22,0.9090909090909091,27,29,0.9310344827586207,35,35,1,35,35,1,35,35,1,682,741,1405,2202,2840,3659,4322,5017,5618,6099,6460,6565,6577,0.005303947036402629,0.011854452744306992,0],["2021-01-07T01:00:00.000+0000","EUG",1,6,3,"2021-01-06 00:00:00","OO",20304,"N290SY",11603,"OR",14747,"SEA","WA",1700,1652,-8,0,0,-1,"1700-1759",1820,1757,-23,0,0,-2,"1800-1859",0,0,234,1,0,0,0,0,0,2021,"KEUG","EUG","Mahlon Sweet Field","Eugene","Oregon","US",374,44.1245994568,-123.2119979858,"America/Los_Angeles",231928912245,"2021-01-07T01:00:00.000+0000","2021010623","2021-01-06T23:00:00.000+0000","2021010622","2021010621","72693024221","EUGENE MAHLON SWEET FIELD, OR US","109.0","44.13311","-123.21563","2021-01-06T14:54:00","FM-15","7","0.07","-RA:02 BR:1 |RA |RA","2021-01-06T22:54:00.000+0000","2021010622",46,48,47,29.55,0,0,3,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-06T14:53:00","FM-15","7","0.0",null,"2021-01-06T22:53:00.000+0000",42,50,46,29.52,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T02:20:00.000+0000","0.0","2021-01-06T21:50:00.000+0000","0.0","2021-01-06T23:00:00.000+0000",120,0,0,0,0,0,0,0,0,0,"2021-01-07T00:52:00.000+0000","2021-01-07T00:00:00.000+0000",0,1,1,1,1,1,3,0.3333333333333333,3,3,1,3,3,1,3,3,1,4,4,1,4,5,0.8,5,6,0.8333333333333334,6,8,0.75,10,11,0.9090909090909091,11,11,1,11,11,1,527,726,1453,2194,2858,3655,4293,5112,5775,6470,7071,7552,7913,0.001266663994031428,0.024352086269695063,0],["2021-01-07T10:00:00.000+0000","BOS",1,7,4,"2021-01-07 00:00:00","AA",19805,"N933NN",10721,"MA",13930,"ORD","IL",548,541,-7,0,0,-1,"0001-0559",755,731,-24,0,0,-2,"0700-0759",0,0,867,4,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",407963,"2021-01-07T10:48:00.000+0000","2021010708","2021-01-07T08:48:00.000+0000","2021010707","2021010706","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-07T02:54:00","FM-15","7","0.0",null,"2021-01-07T07:54:00.000+0000","2021010707",17,31,26,29.92,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-07T01:51:00","FM-15","7","0.0",null,"2021-01-07T07:51:00.000+0000",30,34,32,29.62,20,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T13:55:00.000+0000","0.0","2021-01-06T22:36:00.000+0000","0.0","2021-01-07T00:56:00.000+0000",592,0,1.608695652173913,0.043478260869565216,0,0,0,0,0,0,"2021-01-07T10:41:00.000+0000","2021-01-07T10:00:00.000+0000",11,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,4,5,0.8,10,9,1.1111111111111112,16,16,1,24,23,1.0434782608695652,26,30,0.8666666666666667,130,37,62,110,160,418,884,1411,1904,2586,3312,4039,4780,0.012432786085475737,0.03551113735875623,0],["2021-01-07T10:00:00.000+0000","BOS",1,7,4,"2021-01-07 00:00:00","AA",19805,"N578UW",10721,"MA",11057,"CLT","NC",550,541,-9,0,0,-1,"0001-0559",835,752,-43,0,0,-2,"0800-0859",0,0,728,3,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",34360083163,"2021-01-07T10:50:00.000+0000","2021010708","2021-01-07T08:50:00.000+0000","2021010707","2021010706","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-07T02:54:00","FM-15","7","0.0",null,"2021-01-07T07:54:00.000+0000","2021010707",17,31,26,29.92,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-07T02:52:00","FM-15","7","0.0",null,"2021-01-07T07:52:00.000+0000",26,33,30,29.37,10,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T13:35:00.000+0000","0.0","2021-01-06T23:41:00.000+0000","0.0","2021-01-07T01:53:00.000+0000",537,0,1.608695652173913,0.043478260869565216,0,0,0,0,0,0,"2021-01-07T10:41:00.000+0000","2021-01-07T10:00:00.000+0000",11,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,1,0,4,5,0.8,10,9,1.1111111111111112,16,16,1,24,23,1.0434782608695652,26,30,0.8666666666666667,130,37,62,110,160,418,884,1411,1904,2586,3312,4039,4780,0.012432786085475737,0.03797957033883184,0],["2021-01-07T12:00:00.000+0000","CID",1,7,4,"2021-01-07 00:00:00","OO",20304,"N715SK",11003,"IA",14107,"PHX","AZ",600,550,-10,0,0,-1,"0600-0659",850,815,-35,0,0,-2,"0800-0859",0,0,1252,6,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",146029632576,"2021-01-07T12:00:00.000+0000","2021010710","2021-01-07T10:00:00.000+0000","2021010709","2021010708","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-07T03:52:00","FM-15","7","0.0","FZ:8 FG:2 |FG |","2021-01-07T09:52:00.000+0000","2021010709",25,26,26,29.41,80,8,0.5,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-07T02:51:00","FM-15","7","0.0",null,"2021-01-07T09:51:00.000+0000",24,48,38,28.91,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T15:50:00.000+0000","7.0","2021-01-07T02:47:00.000+0000","0.0","2021-01-07T05:59:00.000+0000",361,0,0,0,0,0,0,0,0,0,"2021-01-07T11:50:00.000+0000","2021-01-07T11:00:00.000+0000",1,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,530,16,40,77,102,150,200,458,924,1451,1944,2626,3352,0.0014107994762956777,0.02722961443343419,0],["2021-01-07T12:00:00.000+0000","CID",1,7,4,"2021-01-07 00:00:00","OO",20304,"N802SK",11003,"IA",13487,"MSP","MN",600,553,-7,0,0,-1,"0600-0659",720,714,-6,0,0,-1,"0700-0759",0,0,220,1,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",257699076935,"2021-01-07T12:00:00.000+0000","2021010710","2021-01-07T10:00:00.000+0000","2021010709","2021010708","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-07T03:52:00","FM-15","7","0.0","FZ:8 FG:2 |FG |","2021-01-07T09:52:00.000+0000","2021010709",25,26,26,29.41,80,8,0.5,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-07T03:53:00","FM-15","7","0.0","BR:1 ||","2021-01-07T09:53:00.000+0000",22,23,23,29.49,120,7,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T13:20:00.000+0000","0.0","2021-01-07T03:10:00.000+0000","0.0","2021-01-07T04:27:00.000+0000",453,0,0,0,0,0,0,0,0,0,"2021-01-07T11:53:00.000+0000","2021-01-07T11:00:00.000+0000",1,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,530,16,40,77,102,150,200,458,924,1451,1944,2626,3352,0.0014107994762956777,0.02390247119715781,0],["2021-01-07T12:00:00.000+0000","CID",1,7,4,"2021-01-07 00:00:00","OH",20397,"N596NN",11003,"IA",11057,"CLT","NC",650,638,-12,0,0,-1,"0600-0659",1021,1012,-9,0,0,-1,"1000-1059",0,0,742,3,0,0,0,0,0,2021,"KCID","CID","The Eastern Iowa Airport","Cedar Rapids","Iowa","US",869,41.8847007751,-91.7108001709,"America/Chicago",103079471098,"2021-01-07T12:50:00.000+0000","2021010710","2021-01-07T10:50:00.000+0000","2021010709","2021010708","72545014990","CEDAR RAPIDS MUNICIPAL AIRPORT, IA US","256.0","41.882917","-91.724591","2021-01-07T04:50:00","FM-16","6","0.0","FZ:8 FG:2 |FG |","2021-01-07T10:50:00.000+0000","2021010710",25,27,26,29.41,70,7,0.25,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-07T04:52:00","FM-15","7","0.0",null,"2021-01-07T09:52:00.000+0000",26,31,29,29.36,30,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T15:21:00.000+0000","0.0","2021-01-06T23:40:00.000+0000","0.0","2021-01-07T02:12:00.000+0000",638,0,0,0,0,0,0,0,0,0,"2021-01-07T12:38:00.000+0000","2021-01-07T12:00:00.000+0000",1,3,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,530,16,40,77,102,150,200,458,924,1451,1944,2626,3352,0.0014107994762956777,0.03797957033883184,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","B6",20409,"N569JB",11042,"OH",11697,"FLL","FL",800,756,-4,0,0,-1,"0800-0859",1048,1046,-2,0,0,-1,"1000-1059",0,0,1062,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",42949759753,"2021-01-07T13:00:00.000+0000","2021010711","2021-01-07T11:00:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-07T05:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",57,60,58,30.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T15:48:00.000+0000","0.0","2021-01-07T00:01:00.000+0000","0.0","2021-01-07T02:40:00.000+0000",620,0,0,0,0,0,0,0,0,0,"2021-01-07T12:56:00.000+0000","2021-01-07T12:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.014253267169950753,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","UA",19977,"N13248",11042,"OH",12264,"IAD","VA",800,754,-6,0,0,-1,"0800-0859",910,906,-4,0,0,-1,"0900-0959",0,0,288,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",188978590743,"2021-01-07T13:00:00.000+0000","2021010711","2021-01-07T11:00:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-07T05:52:00","FM-15","7","0.0",null,"2021-01-07T10:52:00.000+0000",25,33,30,29.83,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T14:10:00.000+0000","0.0","2021-01-05T17:25:00.000+0000","0.0","2021-01-05T19:54:00.000+0000",2466,0,0,0,0,0,0,0,0,0,"2021-01-07T12:54:00.000+0000","2021-01-07T12:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.00909745843772686,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","DL",19790,"N352NB",11042,"OH",10397,"ATL","GA",800,756,-4,0,0,-1,"0800-0859",955,944,-11,0,0,-1,"0900-0959",0,0,554,3,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",257698103487,"2021-01-07T13:00:00.000+0000","2021010711","2021-01-07T11:00:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-07T05:52:00","FM-15","7","0.0",null,"2021-01-07T10:52:00.000+0000",30,37,34,29.03,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T14:55:00.000+0000","0.0","2021-01-06T23:20:00.000+0000","0.0","2021-01-07T01:03:00.000+0000",717,0,0,0,0,0,0,0,0,0,"2021-01-07T12:56:00.000+0000","2021-01-07T12:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.06086473773696765,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","YX",20452,"N105HQ",11042,"OH",11057,"CLT","NC",803,758,-5,0,0,-1,"0800-0859",1005,952,-13,0,0,-1,"1000-1059",0,0,430,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",249108970573,"2021-01-07T13:03:00.000+0000","2021010711","2021-01-07T11:03:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-07T05:52:00","FM-15","7","0.0",null,"2021-01-07T10:52:00.000+0000",25,30,28,29.36,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T15:05:00.000+0000","0.0","2021-01-07T01:45:00.000+0000","0.0","2021-01-07T03:31:00.000+0000",572,0,0,0,0,0,0,0,0,0,"2021-01-07T12:58:00.000+0000","2021-01-07T12:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.03797957033883184,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","WN",19393,"N283WN",11042,"OH",13232,"MDW","IL",810,804,-6,0,0,-1,"0800-0859",835,811,-24,0,0,-2,"0800-0859",0,0,307,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",163209020005,"2021-01-07T13:10:00.000+0000","2021010711","2021-01-07T11:10:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-07T04:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",23,37,32,29.68,60,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T14:35:00.000+0000","0.0","2021-01-07T00:30:00.000+0000","0.0","2021-01-07T01:40:00.000+0000",690,0,0,0,0,0,0,0,0,0,"2021-01-07T13:04:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.011854452744306992,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","YX",20452,"N631RW",11042,"OH",15304,"TPA","FL",815,814,-1,0,0,-1,"0800-0859",1056,1054,-2,0,0,-1,"1000-1059",0,0,927,4,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",163209634213,"2021-01-07T13:15:00.000+0000","2021010711","2021-01-07T11:15:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-07T05:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",47,53,50,30.07,50,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T15:56:00.000+0000","0.0","2021-01-04T16:50:00.000+0000","4.0","2021-01-04T18:11:00.000+0000",4024,0,0,0,0,0,0,0,0,0,"2021-01-07T13:14:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.011367584658505027,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","OO",20304,"N832SK",11042,"OH",13487,"MSP","MN",825,819,-6,0,0,-1,"0800-0859",944,923,-21,0,0,-2,"0900-0959",0,0,622,3,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",137440239803,"2021-01-07T13:25:00.000+0000","2021010711","2021-01-07T11:25:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-07T04:53:00","FM-15","7","0.0","BR:1 ||","2021-01-07T10:53:00.000+0000",22,23,23,29.49,120,7,2.5,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T15:44:00.000+0000","69.0","2021-01-07T02:01:00.000+0000","64.0","2021-01-07T04:06:00.000+0000",559,1,0,0,0,0,0,0,0,0,"2021-01-07T13:19:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.02390247119715781,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","UA",19977,"N78509",11042,"OH",11618,"EWR","NJ",825,814,-11,0,0,-1,"0800-0859",959,932,-27,0,0,-2,"0900-0959",0,0,404,2,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",94489964955,"2021-01-07T13:25:00.000+0000","2021010711","2021-01-07T11:25:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","1.9","40.68275","-74.16927","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000",22,32,29,30.06,320,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T14:59:00.000+0000","0.0","2021-01-06T23:05:00.000+0000","0.0","2021-01-07T00:20:00.000+0000",785,0,0,0,0,0,0,0,0,0,"2021-01-07T13:14:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.013779943276424083,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","UA",19977,"N37471",11042,"OH",13204,"MCO","FL",830,821,-9,0,0,-1,"0800-0859",1109,1038,-31,0,0,-2,"1100-1159",0,0,895,4,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",8590362479,"2021-01-07T13:30:00.000+0000","2021010711","2021-01-07T11:30:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-07T05:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",51,54,52,29.96,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T16:09:00.000+0000","0.0","2021-01-07T01:15:00.000+0000","0.0","2021-01-07T04:04:00.000+0000",566,0,0,0,0,0,0,0,0,0,"2021-01-07T13:21:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.021278235025477266,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","UA",19977,"N76523",11042,"OH",11292,"DEN","CO",840,836,-4,0,0,-1,"0800-0859",1011,1022,11,11,0,0,"1000-1059",0,0,1201,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",206159644277,"2021-01-07T13:40:00.000+0000","2021010711","2021-01-07T11:40:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-07T03:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",13,23,20,24.64,170,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T17:11:00.000+0000","0.0","2021-01-06T17:45:00.000+0000","0.0","2021-01-06T20:26:00.000+0000",1034,0,0,0,0,0,0,0,0,0,"2021-01-07T13:36:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.04989895874421001,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","UA",19977,"N14704",11042,"OH",11697,"FLL","FL",845,839,-6,0,0,-1,"0800-0859",1148,1122,-26,0,0,-2,"1100-1159",0,0,1062,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",94489537195,"2021-01-07T13:45:00.000+0000","2021010711","2021-01-07T11:45:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-07T05:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",57,60,58,30.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T16:48:00.000+0000","0.0","2021-01-06T14:15:00.000+0000","0.0","2021-01-06T15:58:00.000+0000",1307,0,0,0,0,0,0,0,0,0,"2021-01-07T13:39:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.014253267169950753,0],["2021-01-07T13:00:00.000+0000","CLE",1,7,4,"2021-01-07 00:00:00","F9",20436,"N709FR",11042,"OH",14635,"RSW","FL",849,839,-10,0,0,-1,"0800-0859",1147,1124,-23,0,0,-2,"1100-1159",0,0,1025,5,0,0,0,0,0,2021,"KCLE","CLE","Cleveland Hopkins International Airport","Cleveland","Ohio","US",791,41.4117012024,-81.8498001099,"America/New_York",77309763106,"2021-01-07T13:49:00.000+0000","2021010711","2021-01-07T11:49:00.000+0000","2021010710","2021010709","72524014820","CLEVELAND HOPKINS INTERNATIONAL AIRPORT, OH US","236.8","41.40568","-81.85191","2021-01-07T05:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",30,35,33,29.41,30,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-07T05:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",50,53,51,30.02,60,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T16:47:00.000+0000","0.0","2021-01-06T23:10:00.000+0000","0.0","2021-01-07T01:42:00.000+0000",727,0,0,0,0,0,0,0,0,0,"2021-01-07T13:39:00.000+0000","2021-01-07T13:00:00.000+0000",9,12,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,3,0,null,4,1,4,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.005491243843251518,0.007178033094651204,0],["2021-01-07T13:00:00.000+0000","RIC",1,7,4,"2021-01-07 00:00:00","UA",19977,"N894UA",14524,"VA",12264,"IAD","VA",830,823,-7,0,0,-1,"0800-0859",921,908,-13,0,0,-1,"0900-0959",0,0,100,1,0,0,0,0,0,2021,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York",103080523980,"2021-01-07T13:30:00.000+0000","2021010711","2021-01-07T11:30:00.000+0000","2021010710","2021010709","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.7","37.51154","-77.32338","2021-01-07T05:54:00","FM-15","7","0.0",null,"2021-01-07T10:54:00.000+0000","2021010710",26,31,29,30.02,310,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-07T05:52:00","FM-15","7","0.0",null,"2021-01-07T10:52:00.000+0000",25,33,30,29.83,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T14:21:00.000+0000","0.0","2021-01-06T22:50:00.000+0000","0.0","2021-01-06T23:38:00.000+0000",832,0,0,0,0,0,0,0,0,0,"2021-01-07T13:23:00.000+0000","2021-01-07T13:00:00.000+0000",2,2,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.0024147145668092884,0.00909745843772686,0],["2021-01-07T13:00:00.000+0000","RIC",1,7,4,"2021-01-07 00:00:00","B6",20409,"N198JB",14524,"VA",15304,"TPA","FL",854,846,-8,0,0,-1,"0800-0859",1105,1059,-6,0,0,-1,"1100-1159",0,0,723,3,0,0,0,0,0,2021,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York",94489876914,"2021-01-07T13:54:00.000+0000","2021010711","2021-01-07T11:54:00.000+0000","2021010710","2021010709","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.7","37.51154","-77.32338","2021-01-07T06:54:00","FM-15","7","0.0",null,"2021-01-07T11:54:00.000+0000","2021010711",24,27,26,30.03,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL US","1.8","27.96331","-82.54","2021-01-07T06:53:00","FM-15","7","0.0",null,"2021-01-07T11:53:00.000+0000",48,53,50,30.07,50,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T16:05:00.000+0000","128.0","2021-01-05T02:00:00.000+0000","120.0","2021-01-05T04:05:00.000+0000",3469,1,0,0,0,0,0,0,0,0,"2021-01-07T13:46:00.000+0000","2021-01-07T13:00:00.000+0000",2,2,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.0024147145668092884,0.011367584658505027,0],["2021-01-07T13:00:00.000+0000","STX",1,7,4,"2021-01-07 00:00:00","AA",19805,"N889NN",15027,"VI",13303,"MIA","FL",900,849,-11,0,0,-1,"0900-0959",1111,1104,-7,0,0,-1,"1100-1159",0,0,1139,5,0,0,0,0,0,2021,"TISX","STX","Henry E Rohlsen Airport","Christiansted","Saint-Croix-Island","VI",74,17.7019004822,-64.7985992432,"America/St_Thomas",34359747601,"2021-01-07T13:00:00.000+0000","2021010711","2021-01-07T11:00:00.000+0000","2021010710","2021010709","78551011624","HENRY E. ROHLSEN AIRPORT, VI US","14.0","17.69965","-64.81249","2021-01-07T06:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000","2021010710",68,70,69,29.95,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-01-07T05:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",52,54,53,30.02,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T16:11:00.000+0000","0.0","2021-01-06T23:55:00.000+0000","0.0","2021-01-07T02:37:00.000+0000",623,0,0,0,0,0,0,0,0,0,"2021-01-07T12:49:00.000+0000","2021-01-07T12:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.00025054706765545437,0.011631323396790074,0],["2021-01-07T13:00:00.000+0000","VCT",1,7,4,"2021-01-07 00:00:00","OO",20304,"N471CA",15569,"TX",12266,"IAH","TX",710,703,-7,0,0,-1,"0700-0759",812,744,-28,0,0,-2,"0800-0859",0,0,123,1,0,0,0,0,0,2021,"KVCT","VCT","Victoria Regional Airport","Victoria","Texas","US",115,28.8526000977,-96.9185028076,"America/Chicago",223339146987,"2021-01-07T13:10:00.000+0000","2021010711","2021-01-07T11:10:00.000+0000","2021010710","2021010709","72255012912","VICTORIA REGIONAL AIRPORT, TX US","33.7","28.86245","-96.9301","2021-01-07T04:51:00","FM-15","7","0.0",null,"2021-01-07T10:51:00.000+0000","2021010710",38,47,43,29.94,290,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-07T04:53:00","FM-15","7","0.0",null,"2021-01-07T10:53:00.000+0000",39,48,44,29.88,290,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T14:12:00.000+0000","0.0","2021-01-07T02:25:00.000+0000","0.0","2021-01-07T03:35:00.000+0000",575,0,0,0,0,0,0,0,0,0,"2021-01-07T13:03:00.000+0000","2021-01-07T13:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,676,130,146,170,207,232,280,330,588,1054,1581,2074,2756,0.00010695399121043741,0.02035804439442713,0],["2021-01-07T21:00:00.000+0000","AVL",1,7,4,"2021-01-07 00:00:00","YX",20452,"N125HQ",10431,"NC",11057,"CLT","NC",1622,1612,-10,0,0,-1,"1600-1659",1730,1733,3,3,0,0,"1700-1759",0,0,91,1,0,0,0,0,0,2021,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",749431,"2021-01-07T21:22:00.000+0000","2021010719","2021-01-07T19:22:00.000+0000","2021010718","2021010717","72315003812","ASHEVILLE AIRPORT, NC US","645.6","35.43178","-82.53787","2021-01-07T13:54:00","FM-15","7","0.0",null,"2021-01-07T18:54:00.000+0000","2021010718",27,40,35,27.79,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-07T13:52:00","FM-15","7","0.0",null,"2021-01-07T18:52:00.000+0000",30,47,40,29.3,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-07T22:30:00.000+0000","0.0","2021-01-07T19:56:00.000+0000","0.0","2021-01-07T20:50:00.000+0000",32,0,1.75,0,2.3333333333333335,0,4.666666666666667,0,14,0,"2021-01-07T21:12:00.000+0000","2021-01-07T21:00:00.000+0000",1,1,2,2,1,2,2,1,3,4,0.75,5,5,1,5,5,1,6,6,1,6,7,0.8571428571428571,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,839,833,1547,2535,3287,4060,4736,5266,5665,5795,5811,5835,5872,0.0013771779654646033,0.03797957033883184,0],["2021-01-07T22:00:00.000+0000","RIC",1,7,4,"2021-01-07 00:00:00","DL",19790,"N378DA",14524,"VA",10397,"ATL","GA",1753,1745,-8,0,0,-1,"1700-1759",1943,1933,-10,0,0,-1,"1900-1959",0,0,481,2,0,0,0,0,0,2021,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York",223339400752,"2021-01-07T22:53:00.000+0000","2021010720","2021-01-07T20:53:00.000+0000","2021010719","2021010718","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.7","37.51154","-77.32338","2021-01-07T14:54:00","FM-15","7","0.0",null,"2021-01-07T19:54:00.000+0000","2021010719",26,46,38,29.96,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-07T15:52:00","FM-15","7","0.07","RA:02 |RA |RA","2021-01-07T20:52:00.000+0000",34,41,38,28.88,40,16,5,"RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T00:43:00.000+0000","0.0","2021-01-07T20:10:00.000+0000","0.0","2021-01-07T21:38:00.000+0000",75,0,0.8,0.03333333333333333,1.3333333333333333,0.05555555555555555,2.4,0.1,4.25,0.25,"2021-01-07T22:45:00.000+0000","2021-01-07T22:00:00.000+0000",1,1,4,3,1.3333333333333333,8,7,1.1428571428571428,11,11,1,14,13,1.0769230769230769,16,15,1.0666666666666667,17,16,1.0625,19,18,1.0555555555555556,21,22,0.9545454545454546,26,27,0.9629629629629629,28,27,1.037037037037037,28,27,1.037037037037037,28,27,1.037037037037037,893,837,1670,2384,3372,4124,4897,5573,6103,6502,6632,6648,6672,0.0024147145668092884,0.06086473773696765,0],["2021-01-07T22:00:00.000+0000","SFB",1,7,4,"2021-01-07 00:00:00","G4",20368,"323NV",14761,"FL",12544,"USA","NC",1740,1729,-11,0,0,-1,"1700-1759",1914,1852,-22,0,0,-2,"1900-1959",0,0,457,2,0,0,0,0,0,2021,"KSFB","SFB","Orlando Sanford International Airport","Orlando","Florida","US",55,28.7775993347,-81.2375030518,"America/New_York",85899602198,"2021-01-07T22:40:00.000+0000","2021010720","2021-01-07T20:40:00.000+0000","2021010719","2021010718","72205712854","ORLANDO SANFORD AIRPORT, FL US","14.9","28.77951","-81.24356","2021-01-07T14:53:00","FM-15","7","0.0",null,"2021-01-07T19:53:00.000+0000","2021010719",51,72,60,29.88,170,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJQF","USA","Concord Regional Airport","Concord","North Carolina","US",705,35.3877983093,-80.7090988159,"America/New_York","72213263801","CONCORD REGIONAL AIRPORT, NC US","214.9","35.38963","-80.70735","2021-01-07T14:55:00","FM-15","7","0.0",null,"2021-01-07T19:55:00.000+0000",30,45,39,29.4,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T00:14:00.000+0000","0.0","2021-01-07T19:52:00.000+0000","0.0","2021-01-07T21:50:00.000+0000",50,0,1.7894736842105263,0.05263157894736842,2.6153846153846154,0.07692307692307693,2.5,0.125,0,0,"2021-01-07T22:29:00.000+0000","2021-01-07T22:00:00.000+0000",3,2,4,3,1.3333333333333333,6,4,1.5,7,6,1.1666666666666667,10,8,1.25,10,10,1,11,10,1.1,17,16,1.0625,17,16,1.0625,17,16,1.0625,17,16,1.0625,17,16,1.0625,17,16,1.0625,893,837,1670,2384,3372,4124,4897,5573,6103,6502,6632,6648,6672,0.0019474471859319525,0.00024068171784564168,0],["2021-01-07T22:00:00.000+0000","SFB",1,7,4,"2021-01-07 00:00:00","G4",20368,"320NV",14761,"FL",14122,"PIT","PA",1756,1741,-15,0,0,-1,"1700-1759",2009,1942,-27,0,0,-2,"2000-2059",0,0,809,4,0,0,0,0,0,2021,"KSFB","SFB","Orlando Sanford International Airport","Orlando","Florida","US",55,28.7775993347,-81.2375030518,"America/New_York",146029038067,"2021-01-07T22:56:00.000+0000","2021010720","2021-01-07T20:56:00.000+0000","2021010719","2021010718","72205712854","ORLANDO SANFORD AIRPORT, FL US","14.9","28.77951","-81.24356","2021-01-07T15:53:00","FM-15","7","0.0",null,"2021-01-07T20:53:00.000+0000","2021010720",51,72,60,29.88,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-07T15:51:00","FM-15","7","0.0",null,"2021-01-07T20:51:00.000+0000",24,34,30,28.9,340,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T01:09:00.000+0000","0.0","2021-01-07T19:43:00.000+0000","0.0","2021-01-07T22:06:00.000+0000",50,0,1.7894736842105263,0.05263157894736842,2.6153846153846154,0.07692307692307693,2.5,0.125,0,0,"2021-01-07T22:41:00.000+0000","2021-01-07T22:00:00.000+0000",3,2,4,3,1.3333333333333333,6,4,1.5,7,6,1.1666666666666667,10,8,1.25,10,10,1,11,10,1.1,17,16,1.0625,17,16,1.0625,17,16,1.0625,17,16,1.0625,17,16,1.0625,17,16,1.0625,893,837,1670,2384,3372,4124,4897,5573,6103,6502,6632,6648,6672,0.0019474471859319525,0.005303947036402629,0],["2021-01-07T23:00:00.000+0000","RAP",1,7,4,"2021-01-07 00:00:00","9E",20363,"N832AY",14457,"SD",13487,"MSP","MN",1641,1638,-3,0,0,-1,"1600-1659",1925,1910,-15,0,0,-1,"1900-1959",0,0,489,2,0,0,0,0,0,2021,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver",128850144859,"2021-01-07T23:41:00.000+0000","2021010721","2021-01-07T21:41:00.000+0000","2021010720","2021010719","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-01-07T13:52:00","FM-15","7","0.0",null,"2021-01-07T20:52:00.000+0000","2021010720",18,37,30,26.79,130,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-07T14:58:00","FM-16","7","0.0","BR:1 ||","2021-01-07T20:58:00.000+0000",20,23,22,29.52,90,5,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T01:25:00.000+0000","0.0","2021-01-07T21:00:00.000+0000","0.0","2021-01-07T22:56:00.000+0000",45,0,0,0,0,0,0,0,0,0,"2021-01-07T23:38:00.000+0000","2021-01-07T23:00:00.000+0000",1,1,0,0,null,1,1,1,3,4,0.75,4,4,1,4,4,1,4,5,0.8,6,6,1,7,8,0.875,8,8,1,8,8,1,8,8,1,8,8,1,732,853,1690,2523,3237,4225,4977,5750,6426,6956,7355,7485,7501,0.001046801627580141,0.02390247119715781,0],["2021-01-08T00:00:00.000+0000","LBE",1,7,4,"2021-01-07 00:00:00","NK",20416,"N609NK",12898,"PA",13204,"MCO","FL",1949,1959,10,10,0,0,"1900-1959",2207,2214,7,7,0,0,"2200-2259",0,0,823,4,0,0,0,0,0,2021,"KLBE","LBE","Arnold Palmer Regional Airport","Latrobe","Pennsylvania","US",1199,40.27590179,-79.40480042,"America/New_York",103079984602,"2021-01-08T00:49:00.000+0000","2021010722","2021-01-07T22:49:00.000+0000","2021010721","2021010720","72520754735","LATROBE, PA US","365.5","40.28333","-79.4","2021-01-07T16:50:00","FM-15","7","0.0",null,"2021-01-07T21:50:00.000+0000","2021010721",25,32,29,28.93,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-07T16:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000",54,68,60,29.84,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T03:07:00.000+0000","0.0","2021-01-07T21:45:00.000+0000","0.0","2021-01-07T23:59:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-08T00:59:00.000+0000","2021-01-08T00:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,519,839,1692,2529,3362,4076,5064,5816,6589,7265,7795,8194,8324,0.00017185639224401018,0.021278235025477266,0],["2021-01-08T00:00:00.000+0000","MDW",1,7,4,"2021-01-07 00:00:00","WN",19393,"N280WN",13232,"IL",14831,"SJC","CA",1820,1812,-8,0,0,-1,"1800-1859",2100,2031,-29,0,0,-2,"2100-2159",0,0,1838,8,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",163209798031,"2021-01-08T00:20:00.000+0000","2021010722","2021-01-07T22:20:00.000+0000","2021010721","2021010720","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-07T15:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000","2021010721",21,37,31,29.66,70,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-07T13:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000",45,56,50,30.14,null,6,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T05:00:00.000+0000","0.0","2021-01-07T22:20:00.000+0000","0.0","2021-01-07T23:30:00.000+0000",50,0,4.111111111111111,0.08641975308641975,4.48936170212766,0.10638297872340426,5.068965517241379,0.10344827586206896,8.428571428571429,0.14285714285714285,"2021-01-08T00:12:00.000+0000","2021-01-08T00:00:00.000+0000",3,3,4,5,0.8,9,8,1.125,29,30,0.9666666666666667,36,34,1.0588235294117647,40,40,1,52,54,0.9629629629629629,66,66,1,69,71,0.971830985915493,72,73,0.9863013698630136,73,75,0.9733333333333334,76,76,1,76,76,1,519,839,1692,2529,3362,4076,5064,5816,6589,7265,7795,8194,8324,0.011854452744306992,0.005429040729677161,0],["2021-01-08T00:00:00.000+0000","MDW",1,7,4,"2021-01-07 00:00:00","WN",19393,"N8662F",13232,"IL",13204,"MCO","FL",1830,1826,-4,0,0,-1,"1800-1859",2205,2152,-13,0,0,-1,"2200-2259",0,0,990,4,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",8590173302,"2021-01-08T00:30:00.000+0000","2021010722","2021-01-07T22:30:00.000+0000","2021010721","2021010720","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-07T15:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000","2021010721",21,37,31,29.66,70,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-07T16:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000",54,68,60,29.84,160,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T03:05:00.000+0000","0.0","2021-01-07T20:25:00.000+0000","0.0","2021-01-07T23:35:00.000+0000",55,0,4.111111111111111,0.08641975308641975,4.48936170212766,0.10638297872340426,5.615384615384615,0.11538461538461539,8.428571428571429,0.14285714285714285,"2021-01-08T00:26:00.000+0000","2021-01-08T00:00:00.000+0000",3,3,4,5,0.8,9,8,1.125,29,30,0.9666666666666667,36,34,1.0588235294117647,40,40,1,52,54,0.9629629629629629,66,66,1,69,71,0.971830985915493,72,73,0.9863013698630136,73,75,0.9733333333333334,76,76,1,76,76,1,519,839,1692,2529,3362,4076,5064,5816,6589,7265,7795,8194,8324,0.011854452744306992,0.021278235025477266,0],["2021-01-08T00:00:00.000+0000","MDW",1,7,4,"2021-01-07 00:00:00","WN",19393,"N430WN",13232,"IL",14635,"RSW","FL",1850,1843,-7,0,0,-1,"1800-1859",2235,2216,-19,0,0,-2,"2200-2259",0,0,1105,5,0,0,0,0,0,2021,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago",77310199279,"2021-01-08T00:50:00.000+0000","2021010722","2021-01-07T22:50:00.000+0000","2021010721","2021010720","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-07T15:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000","2021010721",21,37,31,29.66,70,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-07T16:53:00","FM-15","7","0.0",null,"2021-01-07T21:53:00.000+0000",56,73,63,29.93,200,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T03:35:00.000+0000","6.0","2021-01-07T22:00:00.000+0000","0.0","2021-01-08T00:10:00.000+0000",40,0,4.130952380952381,0.08333333333333333,4.571428571428571,0.10204081632653061,4.5625,0.0625,9.125,0.125,"2021-01-08T00:43:00.000+0000","2021-01-08T00:00:00.000+0000",3,3,4,5,0.8,9,8,1.125,29,30,0.9666666666666667,36,34,1.0588235294117647,40,40,1,52,54,0.9629629629629629,66,66,1,69,71,0.971830985915493,72,73,0.9863013698630136,73,75,0.9733333333333334,76,76,1,76,76,1,519,839,1692,2529,3362,4076,5064,5816,6589,7265,7795,8194,8324,0.011854452744306992,0.007178033094651204,0],["2021-01-08T04:00:00.000+0000","ITO",1,7,4,"2021-01-07 00:00:00","HA",19690,"N483HA",12402,"HI",12173,"HNL","HI",1800,1754,-6,0,0,-1,"1800-1859",1854,1847,-7,0,0,-1,"1800-1859",0,0,216,1,0,0,0,0,0,2021,"PHTO","ITO","Hilo International Airport","Hilo","Hawaii","US",38,19.7213993073,-155.0480041504,"Pacific/Honolulu",146029377089,"2021-01-08T04:00:00.000+0000","2021010802","2021-01-08T02:00:00.000+0000","2021010801","2021010800","91285021504","HILO INTERNATIONAL AIRPORT 87, HI US","8.8","19.71909","-155.04897","2021-01-07T15:53:00","FM-15","7","0.0",null,"2021-01-08T01:53:00.000+0000","2021010801",64,80,70,29.98,100,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-07T15:53:00","FM-15","7","0.0",null,"2021-01-08T01:53:00.000+0000",66,81,71,29.97,150,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T04:54:00.000+0000","0.0","2021-01-08T02:30:00.000+0000","0.0","2021-01-08T03:26:00.000+0000",34,0,0,0,0,0,0,0,0,0,"2021-01-08T03:54:00.000+0000","2021-01-08T03:00:00.000+0000",0,1,0,0,null,0,0,null,2,2,1,2,2,1,2,2,1,3,3,1,4,4,1,4,4,1,6,6,1,6,6,1,6,6,1,6,6,1,61,596,1115,1847,2740,3579,4432,5269,6102,6816,7804,8556,9329,0.0008972681553945425,0.006559608506287927,0],["2021-01-08T09:00:00.000+0000","KOA",1,7,4,"2021-01-07 00:00:00","AA",19805,"N414AL",12758,"HI",14107,"PHX","AZ",2315,2308,-7,0,0,-1,"2300-2359",751,746,-5,0,0,-1,"0700-0759",0,0,2860,11,0,0,0,0,0,2021,"PHKO","KOA","Kona International At Keahole Airport","Kailua/Kona","Hawaii","US",47,19.7388000488,-156.046005249,"Pacific/Honolulu",137439826530,"2021-01-08T09:15:00.000+0000","2021010807","2021-01-08T07:15:00.000+0000","2021010806","2021010805","91197521510","KAILUA KONA KE AHOLE AIRPORT, HI US","11.3","19.73782","-156.04795","2021-01-07T20:53:00","FM-15","7","0.0",null,"2021-01-08T06:53:00.000+0000","2021010806",64,76,68,29.99,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-07T23:51:00","FM-15","7","0.0",null,"2021-01-08T06:51:00.000+0000",26,51,41,28.88,100,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T14:51:00.000+0000","0.0","2021-01-07T18:10:00.000+0000","0.0","2021-01-08T01:07:00.000+0000",488,0,0.47058823529411764,0,0.5714285714285714,0,0,0,0,0,"2021-01-08T09:08:00.000+0000","2021-01-08T09:00:00.000+0000",2,2,1,2,0.5,2,3,0.6666666666666666,3,3,1,4,5,0.8,5,5,1,7,7,1,11,11,1,12,12,1,12,12,1,13,14,0.9285714285714286,15,17,0.8823529411764706,18,18,1,17,37,102,163,393,904,1500,2019,2751,3644,4483,5336,6173,0.0017978111666439992,0.02722961443343419,0],["2021-01-08T09:00:00.000+0000","KOA",1,7,4,"2021-01-07 00:00:00","UA",19977,"N37419",12758,"HI",14771,"SFO","CA",2335,2323,-12,0,0,-1,"2300-2359",637,614,-23,0,0,-2,"0600-0659",0,0,2367,10,0,0,0,0,0,2021,"PHKO","KOA","Kona International At Keahole Airport","Kailua/Kona","Hawaii","US",47,19.7388000488,-156.046005249,"Pacific/Honolulu",77310521187,"2021-01-08T09:35:00.000+0000","2021010807","2021-01-08T07:35:00.000+0000","2021010806","2021010805","91197521510","KAILUA KONA KE AHOLE AIRPORT, HI US","11.3","19.73782","-156.04795","2021-01-07T20:53:00","FM-15","7","0.0",null,"2021-01-08T06:53:00.000+0000","2021010806",64,76,68,29.99,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-07T22:56:00","FM-15","7","0.0",null,"2021-01-08T06:56:00.000+0000",44,51,48,30.17,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T14:37:00.000+0000","0.0","2021-01-08T02:35:00.000+0000","0.0","2021-01-08T08:16:00.000+0000",79,0,0.4444444444444444,0,0.5,0,0,0,0,0,"2021-01-08T09:23:00.000+0000","2021-01-08T09:00:00.000+0000",2,2,1,2,0.5,2,3,0.6666666666666666,3,3,1,4,5,0.8,5,5,1,7,7,1,11,11,1,12,12,1,12,12,1,13,14,0.9285714285714286,15,17,0.8823529411764706,18,18,1,17,37,102,163,393,904,1500,2019,2751,3644,4483,5336,6173,0.0017978111666439992,0.01685893952188654,0],["2021-01-08T13:00:00.000+0000","SBP",1,8,5,"2021-01-08 00:00:00","OO",20304,"N617UX",14698,"CA",11292,"DEN","CO",500,451,-9,0,0,-1,"0001-0559",839,814,-25,0,0,-2,"0800-0859",0,0,931,4,0,0,0,0,0,2021,"KSBP","SBP","San Luis County Regional Airport","San Luis Obispo","California","US",212,35.2368011475,-120.641998291,"America/Los_Angeles",51540557521,"2021-01-08T13:00:00.000+0000","2021010811","2021-01-08T11:00:00.000+0000","2021010810","2021010809","72289793206","SAN LUIS OBISPO MCCHESNEY FIELD, CA US","55.8","35.23815","-120.64406","2021-01-08T02:56:00","FM-15","7","0.0",null,"2021-01-08T10:56:00.000+0000","2021010810",37,42,40,29.95,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-08T03:53:00","FM-15","7","0.0",null,"2021-01-08T10:53:00.000+0000",15,26,22,24.74,230,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T15:39:00.000+0000","0.0","2021-01-08T03:10:00.000+0000","0.0","2021-01-08T05:59:00.000+0000",421,0,0,0,0,0,0,0,0,0,"2021-01-08T12:51:00.000+0000","2021-01-08T12:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,2,0.5,2,2,1,655,120,137,165,205,242,307,368,598,1109,1705,2224,2956,0.0008480711646462442,0.04989895874421001,0],["2021-01-08T16:00:00.000+0000","AVL",1,8,5,"2021-01-08 00:00:00","G4",20368,"218NV",10431,"NC",14082,"PGD","FL",1142,1133,-9,0,0,-1,"1100-1159",1329,1339,10,10,0,0,"1300-1359",0,0,588,3,0,0,0,0,0,2021,"KAVL","AVL","Asheville Regional Airport","Asheville","North Carolina","US",2165,35.4361991882,-82.5418014526,"America/New_York",180389667356,"2021-01-08T16:42:00.000+0000","2021010814","2021-01-08T14:42:00.000+0000","2021010813","2021010812","72315003812","ASHEVILLE AIRPORT, NC US","645.6","35.43178","-82.53787","2021-01-08T09:37:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-08T14:37:00.000+0000","2021010814",31,33,32,27.66,0,0,3,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KPGD","PGD","x","x","x","x",0,0,0,"America/New_York","72203412812","PUNTA GORDA CHARLOTTE CO AIRPORT, FL US","6.1","26.91847","-81.99391","2021-01-08T08:53:00","FM-15","7","0.0",null,"2021-01-08T13:53:00.000+0000",60,65,62,29.99,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T18:29:00.000+0000","0.0","2021-01-08T14:21:00.000+0000","0.0","2021-01-08T15:51:00.000+0000",51,0,0,0,0,0,0,0,0,0,"2021-01-08T16:33:00.000+0000","2021-01-08T16:00:00.000+0000",1,1,0,1,0,1,3,0.3333333333333333,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,3,3,1,952,655,1167,1550,1670,1687,1715,1755,1792,1857,1918,2148,2659,0.0013771779654646033,0.001375127269072327,0],["2021-01-08T16:00:00.000+0000","PAH",1,8,5,"2021-01-08 00:00:00","OO",20304,"N923SW",14006,"KY",13930,"ORD","IL",1047,1048,1,1,0,0,"1000-1059",1225,1217,-8,0,0,-1,"1200-1259",0,0,342,2,0,0,0,0,0,2021,"KPAH","PAH","Barkley Regional Airport","Paducah","Kentucky","US",410,37.060798645,-88.7738037109,"America/Chicago",188978680523,"2021-01-08T16:47:00.000+0000","2021010814","2021-01-08T14:47:00.000+0000","2021010813","2021010812","72435003816","PADUCAH BARKLEY REGIONAL AIRPORT, KY US","124.1","37.05635","-88.77425","2021-01-08T07:53:00","FM-15","7","0.0",null,"2021-01-08T13:53:00.000+0000","2021010813",28,35,32,29.74,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-08T08:28:00","FM-16","7","0.0",null,"2021-01-08T14:28:00.000+0000",26,34,31,29.55,30,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T18:25:00.000+0000","0.0","2021-01-08T14:50:00.000+0000","0.0","2021-01-08T16:17:00.000+0000",30,0,0,0,0,0,0,0,0,0,"2021-01-08T16:48:00.000+0000","2021-01-08T16:00:00.000+0000",1,1,0,0,null,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,952,655,1167,1550,1670,1687,1715,1755,1792,1857,1918,2148,2659,0.00019416243118760168,0.03551113735875623,0],["2021-01-08T16:00:00.000+0000","SJT",1,8,5,"2021-01-08 00:00:00","MQ",20398,"N615AE",14842,"TX",11298,"DFW","TX",1016,1025,9,9,0,0,"1000-1059",1130,1129,-1,0,0,-1,"1100-1159",0,0,229,1,0,0,0,0,0,2021,"KSJT","SJT","San Angelo Regional Mathis Field","San Angelo","Texas","US",1919,31.3577003479,-100.4960021973,"America/Chicago",103079450507,"2021-01-08T16:16:00.000+0000","2021010814","2021-01-08T14:16:00.000+0000","2021010813","2021010812","72263023034","SAN ANGELO MATHIS FIELD AIRPORT, TX US","582.4","31.35172","-100.4948","2021-01-08T07:51:00","FM-15","7","0.0",null,"2021-01-08T13:51:00.000+0000","2021010813",20,24,23,28.3,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-08T07:53:00","FM-15","7","0.0",null,"2021-01-08T13:53:00.000+0000",35,43,40,29.67,10,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T17:30:00.000+0000","0.0","2021-01-08T14:42:00.000+0000","0.0","2021-01-08T15:51:00.000+0000",25,0,0,0,0,0,0,0,0,0,"2021-01-08T16:25:00.000+0000","2021-01-08T16:00:00.000+0000",1,1,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,952,655,1167,1550,1670,1687,1715,1755,1792,1857,1918,2148,2659,0.00034876602746142276,0.05317469890719319,0],["2021-01-08T16:00:00.000+0000","SYR",1,8,5,"2021-01-08 00:00:00","G4",20368,"246NV",15096,"NY",14112,"PIE","FL",1131,1121,-10,0,0,-1,"1100-1159",1438,1436,-2,0,0,-1,"1400-1459",0,0,1111,5,0,0,0,0,0,2021,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York",120259572028,"2021-01-08T16:31:00.000+0000","2021010814","2021-01-08T14:31:00.000+0000","2021010813","2021010812","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","124.9","43.1111","-76.10384","2021-01-08T08:54:00","FM-15","7","0.0",null,"2021-01-08T13:54:00.000+0000","2021010813",16,20,19,29.75,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIE","PIE","St Petersburg Clearwater International Airport","St Petersburg-Clearwater","Florida","US",11,27.91020012,-82.68740082,"America/New_York","72211612873","ST PETERSBURG CLEARWATER INTERNATIONAL AIRPORT, FL US","0.1","27.91255","-82.68555","2021-01-08T08:53:00","FM-15","7","0.0",null,"2021-01-08T13:53:00.000+0000",55,64,59,29.98,280,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T19:38:00.000+0000","0.0","2021-01-08T13:00:00.000+0000","0.0","2021-01-08T15:41:00.000+0000",50,0,3,0.14285714285714285,3,0.14285714285714285,0,0,0,0,"2021-01-08T16:21:00.000+0000","2021-01-08T16:00:00.000+0000",1,2,0,3,0,3,4,0.75,6,7,0.8571428571428571,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,952,655,1167,1550,1670,1687,1715,1755,1792,1857,1918,2148,2659,0.0012222536419280242,0.0015616736814833237,0],["2021-01-08T16:00:00.000+0000","SYR",1,8,5,"2021-01-08 00:00:00","OH",20397,"N534AE",15096,"NY",11057,"CLT","NC",1132,1216,44,44,1,2,"1100-1159",1401,1426,25,25,1,1,"1400-1459",0,0,603,3,5,0,0,0,20,2021,"KSYR","SYR","Syracuse Hancock International Airport","Syracuse","New York","US",421,43.1111984253,-76.106300354,"America/New_York",811777,"2021-01-08T16:32:00.000+0000","2021010814","2021-01-08T14:32:00.000+0000","2021010813","2021010812","72519014771","SYRACUSE HANCOCK INTERNATIONAL AIRPORT, NY US","124.9","43.1111","-76.10384","2021-01-08T08:54:00","FM-15","7","0.0",null,"2021-01-08T13:54:00.000+0000","2021010813",16,20,19,29.75,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-08T08:52:00","FM-15","7","0.01","-RA:02 BR:1 |RA |RA","2021-01-08T13:52:00.000+0000",35,38,37,29.13,10,13,1.5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T19:01:00.000+0000","39.0","2021-01-08T14:07:00.000+0000","0.0","2021-01-08T16:02:00.000+0000",30,1,3,0.14285714285714285,3,0.14285714285714285,0,0,0,0,"2021-01-08T17:16:00.000+0000","2021-01-08T17:00:00.000+0000",1,2,0,3,0,3,4,0.75,6,7,0.8571428571428571,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,7,7,1,952,655,1167,1550,1670,1687,1715,1755,1792,1857,1918,2148,2659,0.0012222536419280242,0.03797957033883184,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","QX",19687,"N421QX",14057,"OR",14747,"SEA","WA",1100,1051,-9,0,0,-1,"1100-1159",1153,1139,-14,0,0,-1,"1100-1159",0,0,129,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",257698295235,"2021-01-08T19:00:00.000+0000","2021010817","2021-01-08T17:00:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T08:53:00","FM-15","7","0.01",null,"2021-01-08T16:53:00.000+0000","2021010816",41,45,43,30.06,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-08T08:53:00","FM-15","7","0.04","-RA:02 |RA |RA","2021-01-08T16:53:00.000+0000",43,44,44,29.68,180,5,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T19:53:00.000+0000","0.0","2021-01-08T04:25:00.000+0000","0.0","2021-01-08T06:07:00.000+0000",773,0,0.27906976744186046,0,0.3157894736842105,0,0.34285714285714286,0,0.6875,0,"2021-01-08T18:51:00.000+0000","2021-01-08T18:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.024352086269695063,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","OO",20304,"N189SY",14057,"OR",14679,"SAN","CA",1105,1055,-10,0,0,-1,"1100-1159",1335,1309,-26,0,0,-2,"1300-1359",0,0,933,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",206159555603,"2021-01-08T19:05:00.000+0000","2021010817","2021-01-08T17:05:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T08:53:00","FM-15","7","0.01",null,"2021-01-08T16:53:00.000+0000","2021010816",41,45,43,30.06,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-08T09:05:00","FM-16","7","0.0","BR:1 ||","2021-01-08T17:05:00.000+0000",49,51,50,30.16,330,5,0.75,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T21:35:00.000+0000","0.0","2021-01-08T16:00:00.000+0000","0.0","2021-01-08T18:12:00.000+0000",53,0,0.26666666666666666,0,0.3,0,0.35294117647058826,0,0.3333333333333333,0,"2021-01-08T18:55:00.000+0000","2021-01-08T18:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.010015606381076984,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","UA",19977,"N77542",14057,"OR",13930,"ORD","IL",1115,1104,-11,0,0,-1,"1100-1159",1706,1700,-6,0,0,-1,"1700-1759",0,0,1739,7,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",111669915007,"2021-01-08T19:15:00.000+0000","2021010817","2021-01-08T17:15:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T08:53:00","FM-15","7","0.01",null,"2021-01-08T16:53:00.000+0000","2021010816",41,45,43,30.06,100,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-08T11:10:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-08T17:10:00.000+0000",29,32,31,29.53,340,9,4,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-08T23:06:00.000+0000","0.0","2021-01-08T16:25:00.000+0000","0.0","2021-01-08T18:17:00.000+0000",58,0,0.26666666666666666,0,0.3,0,0.375,0,0.36363636363636365,0,"2021-01-08T19:04:00.000+0000","2021-01-08T19:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.03551113735875623,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","OO",20304,"N272SY",14057,"OR",12892,"LAX","CA",1126,1119,-7,0,0,-1,"1100-1159",1346,1324,-22,0,0,-2,"1300-1359",0,0,834,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",103079363630,"2021-01-08T19:26:00.000+0000","2021010817","2021-01-08T17:26:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T09:23:00","FM-16","7","0.0",null,"2021-01-08T17:23:00.000+0000","2021010817",41,46,44,30.07,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-08T09:22:00","FM-16","7","0.0","BC:3 FG:2 BR:1 |FG |","2021-01-08T17:22:00.000+0000",51,51,51,29.83,140,3,6,"BC:3 FG:2 BR:1 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-08T21:46:00.000+0000","0.0","2021-01-08T15:49:00.000+0000","0.0","2021-01-08T18:19:00.000+0000",67,0,0.2727272727272727,0,0.3,0,0.41379310344827586,0,0,0,"2021-01-08T19:19:00.000+0000","2021-01-08T19:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.025922698918111255,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","QX",19687,"N630QX",14057,"OR",12892,"LAX","CA",1135,1125,-10,0,0,-1,"1100-1159",1357,1337,-20,0,0,-2,"1300-1359",0,0,834,4,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",257698821280,"2021-01-08T19:35:00.000+0000","2021010817","2021-01-08T17:35:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T09:23:00","FM-16","7","0.0",null,"2021-01-08T17:23:00.000+0000","2021010817",41,46,44,30.07,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-08T09:31:00","FM-16","7","0.0","FG:2 |FG |","2021-01-08T17:31:00.000+0000",51,51,51,29.82,120,6,0.25,"FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-08T21:57:00.000+0000","0.0","2021-01-08T16:00:00.000+0000","0.0","2021-01-08T18:30:00.000+0000",65,0,0.2608695652173913,0,0.27906976744186046,0,0.36666666666666664,0,0,0,"2021-01-08T19:25:00.000+0000","2021-01-08T19:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.025922698918111255,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","OO",20304,"N268SY",14057,"OR",14747,"SEA","WA",1145,1140,-5,0,0,-1,"1100-1159",1249,1224,-25,0,0,-2,"1200-1259",0,0,129,1,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",120259768229,"2021-01-08T19:45:00.000+0000","2021010817","2021-01-08T17:45:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T09:23:00","FM-16","7","0.0",null,"2021-01-08T17:23:00.000+0000","2021010817",41,46,44,30.07,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-08T08:53:00","FM-15","7","0.04","-RA:02 |RA |RA","2021-01-08T16:53:00.000+0000",43,44,44,29.68,180,5,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T20:49:00.000+0000","0.0","2021-01-08T17:50:00.000+0000","0.0","2021-01-08T18:50:00.000+0000",55,0,0.25,0,0.26666666666666666,0,0.34375,0,0,0,"2021-01-08T19:40:00.000+0000","2021-01-08T19:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.024352086269695063,0],["2021-01-08T19:00:00.000+0000","PDX",1,8,5,"2021-01-08 00:00:00","WN",19393,"N8307K",14057,"OR",14107,"PHX","AZ",1150,1145,-5,0,0,-1,"1100-1159",1520,1509,-11,0,0,-1,"1500-1559",0,0,1009,5,0,0,0,0,0,2021,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles",154619926809,"2021-01-08T19:50:00.000+0000","2021010817","2021-01-08T17:50:00.000+0000","2021010816","2021010815","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-08T09:23:00","FM-16","7","0.0",null,"2021-01-08T17:23:00.000+0000","2021010817",41,46,44,30.07,120,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-08T09:51:00","FM-15","7","0.0",null,"2021-01-08T16:51:00.000+0000",20,55,41,28.95,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T22:20:00.000+0000","0.0","2021-01-08T17:00:00.000+0000","0.0","2021-01-08T18:45:00.000+0000",65,0,0.25,0,0.26666666666666666,0,0.34375,0,0,0,"2021-01-08T19:45:00.000+0000","2021-01-08T19:00:00.000+0000",7,7,13,12,1.0833333333333333,24,20,1.2,34,31,1.096774193548387,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,39,34,1.1470588235294117,41,35,1.1714285714285715,41,35,1.1714285714285715,43,37,1.162162162162162,45,39,1.1538461538461537,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.00798001234087441,0.02722961443343419,0],["2021-01-08T19:00:00.000+0000","PIT",1,8,5,"2021-01-08 00:00:00","DL",19790,"N896AT",14122,"PA",10397,"ATL","GA",1425,1507,42,42,1,2,"1400-1459",1615,1703,48,48,1,3,"1600-1659",0,0,526,3,0,0,48,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",257699219352,"2021-01-08T19:25:00.000+0000","2021010817","2021-01-08T17:25:00.000+0000","2021010816","2021010815","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-08T11:51:00","FM-15","7","0.0",null,"2021-01-08T16:51:00.000+0000","2021010816",21,28,26,28.76,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-08T11:52:00","FM-15","7","0.0","-DZ:01 |DZ |DZ","2021-01-08T16:52:00.000+0000",37,41,39,28.85,330,8,7,"-DZ:01 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T21:15:00.000+0000","0.0","2021-01-08T16:45:00.000+0000","0.0","2021-01-08T18:20:00.000+0000",65,0,9.657894736842104,0.13157894736842105,8.882352941176471,0.11764705882352941,4.769230769230769,0.15384615384615385,12.4,0.4,"2021-01-08T20:07:00.000+0000","2021-01-08T20:00:00.000+0000",1,2,4,5,0.8,9,11,0.8181818181818182,15,15,1,21,23,0.9130434782608695,27,29,0.9310344827586207,35,37,0.9459459459459459,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.005303947036402629,0.06086473773696765,0],["2021-01-08T19:00:00.000+0000","PIT",1,8,5,"2021-01-08 00:00:00","YX",20452,"N728YX",14122,"PA",11618,"EWR","NJ",1445,1441,-4,0,0,-1,"1400-1459",1622,1556,-26,0,0,-2,"1600-1659",0,0,319,2,0,0,0,0,0,2021,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York",154619675338,"2021-01-08T19:45:00.000+0000","2021010817","2021-01-08T17:45:00.000+0000","2021010816","2021010815","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-08T12:26:00","FM-16","7","0.0",null,"2021-01-08T17:26:00.000+0000","2021010817",21,29,26,28.74,360,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEWR","EWR","Newark Liberty International Airport","Newark","New Jersey","US",18,40.6925010681,-74.1687011719,"America/New_York","72502014734","NEWARK LIBERTY INTERNATIONAL AIRPORT, NJ US","1.9","40.68275","-74.16927","2021-01-08T11:51:00","FM-15","7","0.0",null,"2021-01-08T16:51:00.000+0000",20,35,30,29.96,300,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T21:22:00.000+0000","0.0","2021-01-08T16:45:00.000+0000","0.0","2021-01-08T18:18:00.000+0000",87,0,9.657894736842104,0.13157894736842105,9.387096774193548,0.12903225806451613,5.166666666666667,0.16666666666666666,9.25,0.25,"2021-01-08T19:41:00.000+0000","2021-01-08T19:00:00.000+0000",1,2,4,5,0.8,9,11,0.8181818181818182,15,15,1,21,23,0.9130434782608695,27,29,0.9310344827586207,35,37,0.9459459459459459,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,36,37,0.972972972972973,827,952,1669,2438,3093,3605,3988,4108,4125,4153,4193,4230,4295,0.005303947036402629,0.013779943276424083,0],["2021-01-08T22:00:00.000+0000","BIL",1,8,5,"2021-01-08 00:00:00","QX",19687,"N400QX",10620,"MT",14747,"SEA","WA",1510,1512,2,2,0,0,"1500-1559",1638,1635,-3,0,0,-1,"1600-1659",0,0,664,3,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",180388969908,"2021-01-08T22:10:00.000+0000","2021010820","2021-01-08T20:10:00.000+0000","2021010819","2021010818","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-01-08T12:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",31,35,33,26.55,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-08T12:00:00","FM-16","7","0.0",null,"2021-01-08T20:00:00.000+0000",43,46,45,29.75,130,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:38:00.000+0000","0.0","2021-01-08T19:25:00.000+0000","0.0","2021-01-08T21:29:00.000+0000",41,0,13,0.16666666666666666,19.5,0.25,39,0.5,0,0,"2021-01-08T22:12:00.000+0000","2021-01-08T22:00:00.000+0000",2,2,2,1,2,2,2,1,2,2,1,2,2,1,2,2,1,4,5,0.8,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.0009662555092288068,0.024352086269695063,0],["2021-01-08T22:00:00.000+0000","BIL",1,8,5,"2021-01-08 00:00:00","OO",20304,"N706SK",10620,"MT",14107,"PHX","AZ",1523,1513,-10,0,0,-1,"1500-1559",1750,1732,-18,0,0,-2,"1700-1759",0,0,873,4,0,0,0,0,0,2021,"KBIL","BIL","Billings Logan International Airport","Billings","Montana","US",3652,45.8077011108,-108.5429992676,"America/Denver",42950502646,"2021-01-08T22:23:00.000+0000","2021010820","2021-01-08T20:23:00.000+0000","2021010819","2021010818","72677024033","BILLINGS INTERNATIONAL AIRPORT, MT US","1094.3","45.80721","-108.54618","2021-01-08T12:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",31,35,33,26.55,260,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-08T12:51:00","FM-15","7","0.0",null,"2021-01-08T19:51:00.000+0000",21,65,46,28.88,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:50:00.000+0000","0.0","2021-01-08T17:36:00.000+0000","0.0","2021-01-08T20:26:00.000+0000",117,0,13,0.16666666666666666,39,0.5,39,0.5,0,0,"2021-01-08T22:13:00.000+0000","2021-01-08T22:00:00.000+0000",2,2,2,1,2,2,2,1,2,2,1,2,2,1,2,2,1,4,5,0.8,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,6,6,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.0009662555092288068,0.02722961443343419,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N423WN",10693,"TN",14107,"PHX","AZ",1600,1556,-4,0,0,-1,"1600-1659",1900,1837,-23,0,0,-2,"1900-1959",0,0,1449,6,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",77309655416,"2021-01-08T22:00:00.000+0000","2021010820","2021-01-08T20:00:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-08T12:51:00","FM-15","7","0.0",null,"2021-01-08T19:51:00.000+0000",21,65,46,28.88,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T02:00:00.000+0000","0.0","2021-01-08T20:10:00.000+0000","0.0","2021-01-08T21:15:00.000+0000",45,0,1.5,0.0125,2.1052631578947367,0.017543859649122806,3.3529411764705883,0.029411764705882353,0,0,"2021-01-08T21:56:00.000+0000","2021-01-08T21:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.02722961443343419,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","OH",20397,"N601EN",10693,"TN",11057,"CLT","NC",1614,1709,55,55,1,3,"1600-1659",1846,1953,67,67,1,4,"1800-1859",0,0,328,2,0,0,29,0,38,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",51540555096,"2021-01-08T22:14:00.000+0000","2021010820","2021-01-08T20:14:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-08T15:08:00","FM-16","7","0.0","-PL:06 RA:02 |RA PL |RA PL","2021-01-08T20:08:00.000+0000",35,38,37,29.04,360,15,9,"-PL:06 RA:02 ","RA PL ","RA PL",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T23:46:00.000+0000","55.0","2021-01-08T20:02:00.000+0000","0.0","2021-01-08T21:39:00.000+0000",35,1,1.5853658536585367,0.012195121951219513,2.3636363636363638,0.01818181818181818,4.461538461538462,0.038461538461538464,1.6666666666666667,0,"2021-01-08T23:09:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.03797957033883184,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","UA",19977,"N832UA",10693,"TN",11292,"DEN","CO",1616,1607,-9,0,0,-1,"1600-1659",1814,1758,-16,0,0,-2,"1800-1859",0,0,1014,5,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",188978839805,"2021-01-08T22:16:00.000+0000","2021010820","2021-01-08T20:16:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-08T12:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",14,42,32,24.71,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:14:00.000+0000","0.0","2021-01-08T16:55:00.000+0000","0.0","2021-01-08T19:29:00.000+0000",167,0,1.5853658536585367,0.012195121951219513,2.452830188679245,0.018867924528301886,4.64,0.04,2.5,0,"2021-01-08T22:07:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.04989895874421001,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","G4",20368,"223NV",10693,"TN",14986,"SRQ","FL",1616,1610,-6,0,0,-1,"1600-1659",1901,1850,-11,0,0,-1,"1900-1959",0,0,648,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",206159450880,"2021-01-08T22:16:00.000+0000","2021010820","2021-01-08T20:16:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSRQ","SRQ","Sarasota Bradenton International Airport","Sarasota/Bradenton","Florida","US",30,27.3953990936,-82.554397583,"America/New_York","72211512871","SARASOTA BRADENTON AIRPORT, FL US","5.3","27.40146","-82.55863","2021-01-08T14:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",53,68,59,29.9,300,20,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:01:00.000+0000","0.0","2021-01-08T19:29:00.000+0000","0.0","2021-01-08T21:31:00.000+0000",45,0,1.5853658536585367,0.012195121951219513,2.452830188679245,0.018867924528301886,4.64,0.04,2.5,0,"2021-01-08T22:10:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.002105680151238045,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","OO",20304,"N754SK",10693,"TN",13930,"ORD","IL",1620,1627,7,7,0,0,"1600-1659",1810,1805,-5,0,0,-1,"1800-1859",0,0,409,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",197569770159,"2021-01-08T22:20:00.000+0000","2021010820","2021-01-08T20:20:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-08T13:51:00","FM-15","7","0.0",null,"2021-01-08T19:51:00.000+0000",27,33,31,29.49,360,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:10:00.000+0000","0.0","2021-01-08T19:30:00.000+0000","0.0","2021-01-08T21:14:00.000+0000",66,0,1.5853658536585367,0.012195121951219513,2.452830188679245,0.018867924528301886,4.64,0.04,2.5,0,"2021-01-08T22:27:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.03551113735875623,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","OO",20304,"N200SY",10693,"TN",12266,"IAH","TX",1630,1621,-9,0,0,-1,"1600-1659",1858,1833,-25,0,0,-2,"1800-1859",0,0,657,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",68720462703,"2021-01-08T22:30:00.000+0000","2021010820","2021-01-08T20:30:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",37,52,45,30.16,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:58:00.000+0000","0.0","2021-01-08T20:08:00.000+0000","0.0","2021-01-08T21:50:00.000+0000",40,0,1.5853658536585367,0.012195121951219513,2.452830188679245,0.018867924528301886,4.782608695652174,0.043478260869565216,3.3333333333333335,0,"2021-01-08T22:21:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.02035804439442713,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N8655D",10693,"TN",14122,"PIT","PA",1640,1634,-6,0,0,-1,"1600-1659",1905,1855,-10,0,0,-1,"1900-1959",0,0,462,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",154619503092,"2021-01-08T22:40:00.000+0000","2021010820","2021-01-08T20:40:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPIT","PIT","Pittsburgh International Airport","Pittsburgh","Pennsylvania","US",1203,40.49150085,-80.23290253,"America/New_York","72520094823","PITTSBURGH ASOS, PA US","341.0","40.48459","-80.21448","2021-01-08T14:51:00","FM-15","7","0.0",null,"2021-01-08T19:51:00.000+0000",23,33,29,28.7,350,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:05:00.000+0000","0.0","2021-01-08T19:50:00.000+0000","0.0","2021-01-08T21:25:00.000+0000",75,0,1.5595238095238095,0.011904761904761904,2.381818181818182,0.01818181818181818,0.4782608695652174,0,2.75,0,"2021-01-08T22:34:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.005303947036402629,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N8677A",10693,"TN",14492,"RDU","NC",1640,1739,59,59,1,3,"1600-1659",1905,2004,59,59,1,3,"1900-1959",0,0,442,2,1,0,0,0,58,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",137439404686,"2021-01-08T22:40:00.000+0000","2021010820","2021-01-08T20:40:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","120.5","35.89227","-78.78194","2021-01-08T15:17:00","FM-16","7","0.0","-DZ:01 BR:1 |DZ |DZ","2021-01-08T20:17:00.000+0000",36,39,38,29.37,30,7,4,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:05:00.000+0000","74.0","2021-01-08T20:05:00.000+0000","0.0","2021-01-08T21:45:00.000+0000",55,1,1.5595238095238095,0.011904761904761904,2.381818181818182,0.01818181818181818,0.4782608695652174,0,2.75,0,"2021-01-08T23:39:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.006297846040573252,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N287WN",10693,"TN",13342,"MKE","WI",1640,1631,-9,0,0,-1,"1600-1659",1810,1756,-14,0,0,-1,"1800-1859",0,0,475,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",85899820118,"2021-01-08T22:40:00.000+0000","2021010820","2021-01-08T20:40:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.9045","2021-01-08T13:52:00","FM-15","7","0.0",null,"2021-01-08T19:52:00.000+0000",23,32,29,29.51,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:10:00.000+0000","0.0","2021-01-08T20:15:00.000+0000","0.0","2021-01-08T21:55:00.000+0000",45,0,1.5595238095238095,0.011904761904761904,2.381818181818182,0.01818181818181818,0.4782608695652174,0,2.75,0,"2021-01-08T22:31:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.0038762878084077994,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N7847A",10693,"TN",12451,"JAX","FL",1640,1633,-7,0,0,-1,"1600-1659",1905,1901,-4,0,0,-1,"1900-1959",0,0,483,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",197569177619,"2021-01-08T22:40:00.000+0000","2021010820","2021-01-08T20:40:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.2","30.49529","-81.69374","2021-01-08T14:56:00","FM-15","7","0.0",null,"2021-01-08T19:56:00.000+0000",43,55,49,29.83,280,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:05:00.000+0000","0.0","2021-01-08T18:40:00.000+0000","0.0","2021-01-08T21:40:00.000+0000",60,0,1.5595238095238095,0.011904761904761904,2.381818181818182,0.01818181818181818,0.4782608695652174,0,2.75,0,"2021-01-08T22:33:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.003520017426522118,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","DL",19790,"N398DA",10693,"TN",10397,"ATL","GA",1641,1709,28,28,1,1,"1600-1659",1847,1912,25,25,1,1,"1800-1859",0,0,214,1,0,0,25,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",249108192162,"2021-01-08T22:41:00.000+0000","2021010820","2021-01-08T20:41:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-08T14:52:00","FM-15","7","0.0",null,"2021-01-08T19:52:00.000+0000",38,42,40,28.82,330,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-08T23:47:00.000+0000","0.0","2021-01-08T20:19:00.000+0000","0.0","2021-01-08T21:26:00.000+0000",75,0,1.5595238095238095,0.011904761904761904,2.381818181818182,0.01818181818181818,0.4782608695652174,0,2.75,0,"2021-01-08T23:09:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.06086473773696765,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N7735A",10693,"TN",13232,"MDW","IL",1645,1714,29,29,1,1,"1600-1659",1820,1843,23,23,1,1,"1800-1859",0,0,395,2,23,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",34360867730,"2021-01-08T22:45:00.000+0000","2021010820","2021-01-08T20:45:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-08T14:37:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-08T20:37:00.000+0000",28,33,31,29.55,10,16,5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-09T00:20:00.000+0000","0.0","2021-01-08T20:00:00.000+0000","0.0","2021-01-08T21:55:00.000+0000",50,0,1.5647058823529412,0.011764705882352941,2.375,0.017857142857142856,0.5416666666666666,0,2.6,0,"2021-01-08T23:14:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.011854452744306992,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N466WN",10693,"TN",11433,"DTW","MI",1645,1652,7,7,0,0,"1600-1659",1920,1923,3,3,0,0,"1900-1959",0,0,456,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",51540810616,"2021-01-08T22:45:00.000+0000","2021010820","2021-01-08T20:45:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-08T14:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",22,32,28,29.44,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:20:00.000+0000","0.0","2021-01-08T19:45:00.000+0000","0.0","2021-01-08T22:00:00.000+0000",45,0,1.5647058823529412,0.011764705882352941,2.375,0.017857142857142856,0.5416666666666666,0,2.6,0,"2021-01-08T22:52:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.02546134919761326,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N8319F",10693,"TN",11259,"DAL","TX",1645,1708,23,23,1,1,"1600-1659",1845,1846,1,1,0,0,"1800-1859",0,0,623,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",51540311426,"2021-01-08T22:45:00.000+0000","2021010820","2021-01-08T20:45:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",31,50,42,29.77,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:45:00.000+0000","40.0","2021-01-08T18:45:00.000+0000","0.0","2021-01-08T21:55:00.000+0000",50,1,1.5647058823529412,0.011764705882352941,2.375,0.017857142857142856,0.5416666666666666,0,2.6,0,"2021-01-08T23:08:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.009997078614003872,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","YX",20452,"N444YX",10693,"TN",14100,"PHL","PA",1645,1635,-10,0,0,-1,"1600-1659",1951,1940,-11,0,0,-1,"1900-1959",0,0,675,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",25770404474,"2021-01-08T22:45:00.000+0000","2021010820","2021-01-08T20:45:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-08T14:54:00","FM-15","7","0.0",null,"2021-01-08T19:54:00.000+0000",21,35,30,29.92,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:51:00.000+0000","0.0","2021-01-08T19:35:00.000+0000","0.0","2021-01-08T22:10:00.000+0000",35,0,1.5647058823529412,0.011764705882352941,2.375,0.017857142857142856,0.5416666666666666,0,2.6,0,"2021-01-08T22:35:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.014371656062937348,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N212WN",10693,"TN",14100,"PHL","PA",1645,1639,-6,0,0,-1,"1600-1659",1940,1931,-9,0,0,-1,"1900-1959",0,0,675,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",163209101350,"2021-01-08T22:45:00.000+0000","2021010820","2021-01-08T20:45:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-08T14:54:00","FM-15","7","0.0",null,"2021-01-08T19:54:00.000+0000",21,35,30,29.92,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:40:00.000+0000","0.0","2021-01-08T20:25:00.000+0000","0.0","2021-01-08T22:00:00.000+0000",45,0,1.5647058823529412,0.011764705882352941,2.375,0.017857142857142856,0.5416666666666666,0,2.6,0,"2021-01-08T22:39:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.014371656062937348,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N8561Z",10693,"TN",10423,"AUS","TX",1650,1701,11,11,0,0,"1600-1659",1915,1911,-4,0,0,-1,"1900-1959",0,0,756,4,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",257698908043,"2021-01-08T22:50:00.000+0000","2021010820","2021-01-08T20:50:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",36,52,45,29.77,30,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:15:00.000+0000","0.0","2021-01-08T20:20:00.000+0000","0.0","2021-01-08T21:25:00.000+0000",85,0,1.558139534883721,0.011627906976744186,2.3508771929824563,0.017543859649122806,0.56,0,2.3333333333333335,0,"2021-01-08T23:01:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.007176700711664457,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N8517F",10693,"TN",11292,"DEN","CO",1650,1705,15,15,1,1,"1600-1659",1845,1844,-1,0,0,-1,"1800-1859",0,0,1014,5,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",214749384574,"2021-01-08T22:50:00.000+0000","2021010820","2021-01-08T20:50:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-08T12:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",14,42,32,24.71,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:45:00.000+0000","0.0","2021-01-08T20:10:00.000+0000","0.0","2021-01-08T21:50:00.000+0000",60,0,1.558139534883721,0.011627906976744186,2.3508771929824563,0.017543859649122806,0.56,0,2.3333333333333335,0,"2021-01-08T23:05:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.04989895874421001,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N964WN",10693,"TN",13931,"ORF","VA",1650,1645,-5,0,0,-1,"1600-1659",1930,1926,-4,0,0,-1,"1900-1959",0,0,585,3,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",51540460507,"2021-01-08T22:50:00.000+0000","2021010820","2021-01-08T20:50:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-08T14:51:00","FM-15","7","0.0",null,"2021-01-08T19:51:00.000+0000",34,43,39,29.82,20,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:30:00.000+0000","0.0","2021-01-08T19:45:00.000+0000","0.0","2021-01-08T21:55:00.000+0000",55,0,1.558139534883721,0.011627906976744186,2.3508771929824563,0.017543859649122806,0.56,0,2.3333333333333335,0,"2021-01-08T22:45:00.000+0000","2021-01-08T22:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.0029396923012835257,0],["2021-01-08T22:00:00.000+0000","BNA",1,8,5,"2021-01-08 00:00:00","WN",19393,"N227WN",10693,"TN",13198,"MCI","MO",1650,1700,10,10,0,0,"1600-1659",1830,1828,-2,0,0,-1,"1800-1859",0,0,491,2,0,0,0,0,0,2021,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago",257698905914,"2021-01-08T22:50:00.000+0000","2021010820","2021-01-08T20:50:00.000+0000","2021010819","2021010818","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000","2021010819",28,39,35,29.45,320,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T19:53:00.000+0000",24,38,33,29.23,30,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T00:30:00.000+0000","0.0","2021-01-08T20:35:00.000+0000","0.0","2021-01-08T22:00:00.000+0000",50,0,1.558139534883721,0.011627906976744186,2.3508771929824563,0.017543859649122806,0.56,0,2.3333333333333335,0,"2021-01-08T23:00:00.000+0000","2021-01-08T23:00:00.000+0000",14,20,5,6,0.8333333333333334,15,16,0.9375,33,34,0.9705882352941176,45,46,0.9782608695652174,50,50,1,53,57,0.9298245614035088,68,71,0.9577464788732394,74,78,0.9487179487179487,80,80,1,80,80,1,80,80,1,80,80,1,863,827,1611,2290,3242,3959,4728,5383,5895,6278,6398,6415,6443,0.012626243194888033,0.006209304769692481,0],["2021-01-08T23:00:00.000+0000","PIR",1,8,5,"2021-01-08 00:00:00","OO",20304,"N453SW",14120,"SD",11292,"DEN","CO",1740,1730,-10,0,0,-1,"1700-1759",1809,1753,-16,0,0,-2,"1800-1859",0,0,385,2,0,0,0,0,0,2021,"KPIR","PIR","Pierre Regional Airport","Pierre","South Dakota","US",1744,44.38270187,-100.2860031,"America/Chicago",240519015404,"2021-01-08T23:40:00.000+0000","2021010821","2021-01-08T21:40:00.000+0000","2021010820","2021010819","72656024025","PIERRE REGIONAL AIRPORT, SD US","523.9","44.38191","-100.28641","2021-01-08T14:53:00","FM-15","7","0.0",null,"2021-01-08T20:53:00.000+0000","2021010820",26,36,32,28.43,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-08T13:53:00","FM-15","7","0.0",null,"2021-01-08T20:53:00.000+0000",12,43,32,24.7,120,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:09:00.000+0000","0.0","2021-01-08T21:05:00.000+0000","0.0","2021-01-08T22:33:00.000+0000",67,0,0,0,0,0,0,0,0,0,"2021-01-08T23:30:00.000+0000","2021-01-08T23:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,735,876,1703,2487,3166,4118,4835,5604,6259,6771,7154,7274,7291,0.00017054445037841047,0.04989895874421001,0],["2021-01-09T00:00:00.000+0000","BOS",1,8,5,"2021-01-08 00:00:00","AA",19805,"N713UW",10721,"MA",12953,"LGA","NY",1900,1853,-7,0,0,-1,"1900-1959",2027,1952,-35,0,0,-2,"2000-2059",0,0,184,1,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",128850269434,"2021-01-09T00:00:00.000+0000","2021010822","2021-01-08T22:00:00.000+0000","2021010821","2021010820","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-08T16:54:00","FM-15","7","0.0",null,"2021-01-08T21:54:00.000+0000","2021010821",7,37,28,29.81,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-01-08T16:51:00","FM-15","7","0.0",null,"2021-01-08T21:51:00.000+0000",21,37,31,29.89,10,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:27:00.000+0000","0.0","2021-01-08T22:00:00.000+0000","0.0","2021-01-08T23:15:00.000+0000",45,0,2.4054054054054053,0.04504504504504504,2.44,0.04,1.1851851851851851,0.037037037037037035,2.4444444444444446,0.1111111111111111,"2021-01-08T23:53:00.000+0000","2021-01-08T23:00:00.000+0000",4,5,7,9,0.7777777777777778,16,17,0.9411764705882353,26,27,0.9629629629629629,32,31,1.032258064516129,35,37,0.9459459459459459,47,50,0.94,53,56,0.9464285714285714,64,64,1,75,80,0.9375,90,94,0.9574468085106383,99,109,0.908256880733945,111,111,1,677,835,1711,2538,3322,4001,4953,5670,6439,7094,7606,7989,8109,0.012432786085475737,0.009699126198496767,0],["2021-01-09T00:00:00.000+0000","BOS",1,8,5,"2021-01-08 00:00:00","YX",20452,"N137HQ",10721,"MA",14100,"PHL","PA",1907,1902,-5,0,0,-1,"1900-1959",2042,2019,-23,0,0,-2,"2000-2059",0,0,280,2,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",163209376354,"2021-01-09T00:07:00.000+0000","2021010822","2021-01-08T22:07:00.000+0000","2021010821","2021010820","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-08T16:54:00","FM-15","7","0.0",null,"2021-01-08T21:54:00.000+0000","2021010821",7,37,28,29.81,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-08T16:54:00","FM-15","7","0.0",null,"2021-01-08T21:54:00.000+0000",23,36,31,29.9,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:42:00.000+0000","0.0","2021-01-08T19:35:00.000+0000","0.0","2021-01-08T22:05:00.000+0000",122,0,3.5,0.05357142857142857,5.25531914893617,0.06382978723404255,6.24,0.08,18.375,0.25,"2021-01-09T00:02:00.000+0000","2021-01-09T00:00:00.000+0000",4,5,7,9,0.7777777777777778,16,17,0.9411764705882353,26,27,0.9629629629629629,32,31,1.032258064516129,35,37,0.9459459459459459,47,50,0.94,53,56,0.9464285714285714,64,64,1,75,80,0.9375,90,94,0.9574468085106383,99,109,0.908256880733945,111,111,1,677,835,1711,2538,3322,4001,4953,5670,6439,7094,7606,7989,8109,0.012432786085475737,0.014371656062937348,0],["2021-01-09T00:00:00.000+0000","BOS",1,8,5,"2021-01-08 00:00:00","YX",20452,"N868RW",10721,"MA",14492,"RDU","NC",1910,1855,-15,0,0,-1,"1900-1959",2127,2059,-28,0,0,-2,"2100-2159",0,0,612,3,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",94490050721,"2021-01-09T00:10:00.000+0000","2021010822","2021-01-08T22:10:00.000+0000","2021010821","2021010820","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-08T16:54:00","FM-15","7","0.0",null,"2021-01-08T21:54:00.000+0000","2021010821",7,37,28,29.81,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRDU","RDU","Raleigh Durham International Airport","Raleigh/Durham","North Carolina","US",435,35.8776016235,-78.7874984741,"America/New_York","72306013722","RALEIGH AIRPORT, NC US","120.5","35.89227","-78.78194","2021-01-08T17:04:00","FM-16","7","0.0","-DZ:01 BR:1 |DZ |DZ","2021-01-08T22:04:00.000+0000",36,38,37,29.38,20,8,4,"-DZ:01 BR:1 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T02:27:00.000+0000","0.0","2021-01-08T20:31:00.000+0000","0.0","2021-01-08T23:02:00.000+0000",68,0,3.4690265486725664,0.05309734513274336,5.25531914893617,0.06382978723404255,6,0.07692307692307693,18.375,0.25,"2021-01-08T23:55:00.000+0000","2021-01-08T23:00:00.000+0000",4,5,7,9,0.7777777777777778,16,17,0.9411764705882353,26,27,0.9629629629629629,32,31,1.032258064516129,35,37,0.9459459459459459,47,50,0.94,53,56,0.9464285714285714,64,64,1,75,80,0.9375,90,94,0.9574468085106383,99,109,0.908256880733945,111,111,1,677,835,1711,2538,3322,4001,4953,5670,6439,7094,7606,7989,8109,0.012432786085475737,0.006297846040573252,0],["2021-01-09T00:00:00.000+0000","BOS",1,8,5,"2021-01-08 00:00:00","YX",20452,"N870RW",10721,"MA",12953,"LGA","NY",1930,1920,-10,0,0,-1,"1900-1959",2056,2016,-40,0,0,-2,"2000-2059",0,0,184,1,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",506005,"2021-01-09T00:30:00.000+0000","2021010822","2021-01-08T22:30:00.000+0000","2021010821","2021010820","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-08T16:54:00","FM-15","7","0.0",null,"2021-01-08T21:54:00.000+0000","2021010821",7,37,28,29.81,330,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-01-08T16:51:00","FM-15","7","0.0",null,"2021-01-08T21:51:00.000+0000",21,37,31,29.89,10,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T01:56:00.000+0000","0.0","2021-01-08T20:40:00.000+0000","0.0","2021-01-08T21:53:00.000+0000",157,0,3.4661016949152543,0.05084745762711865,5.387755102040816,0.061224489795918366,5.533333333333333,0.06666666666666667,14.909090909090908,0.18181818181818182,"2021-01-09T00:20:00.000+0000","2021-01-09T00:00:00.000+0000",4,5,7,9,0.7777777777777778,16,17,0.9411764705882353,26,27,0.9629629629629629,32,31,1.032258064516129,35,37,0.9459459459459459,47,50,0.94,53,56,0.9464285714285714,64,64,1,75,80,0.9375,90,94,0.9574468085106383,99,109,0.908256880733945,111,111,1,677,835,1711,2538,3322,4001,4953,5670,6439,7094,7606,7989,8109,0.012432786085475737,0.009699126198496767,0],["2021-01-09T00:00:00.000+0000","BOS",1,8,5,"2021-01-08 00:00:00","DL",19790,"N363NW",10721,"MA",13204,"MCO","FL",1959,1955,-4,0,0,-1,"1900-1959",2319,2255,-24,0,0,-2,"2300-2359",0,0,1121,5,0,0,0,0,0,2021,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York",137440239703,"2021-01-09T00:59:00.000+0000","2021010822","2021-01-08T22:59:00.000+0000","2021010821","2021010820","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-08T17:54:00","FM-15","7","0.0",null,"2021-01-08T22:54:00.000+0000","2021010822",8,35,27,29.81,340,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-08T17:53:00","FM-15","7","0.0",null,"2021-01-08T22:53:00.000+0000",48,58,53,29.84,290,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T04:19:00.000+0000","0.0","2021-01-08T21:00:00.000+0000","0.0","2021-01-08T23:27:00.000+0000",92,0,3.436974789915966,0.05042016806722689,5.617021276595745,0.06382978723404255,6.148148148148148,0.07407407407407407,14.2,0.1,"2021-01-09T00:55:00.000+0000","2021-01-09T00:00:00.000+0000",4,5,7,9,0.7777777777777778,16,17,0.9411764705882353,26,27,0.9629629629629629,32,31,1.032258064516129,35,37,0.9459459459459459,47,50,0.94,53,56,0.9464285714285714,64,64,1,75,80,0.9375,90,94,0.9574468085106383,99,109,0.908256880733945,111,111,1,677,835,1711,2538,3322,4001,4953,5670,6439,7094,7606,7989,8109,0.012432786085475737,0.021278235025477266,0],["2021-01-09T01:00:00.000+0000","IDA",1,8,5,"2021-01-08 00:00:00","OO",20304,"N270SY",12280,"ID",14869,"SLC","UT",1850,1844,-6,0,0,-1,"1800-1859",2004,1945,-19,0,0,-2,"2000-2059",0,0,188,1,0,0,0,0,0,2021,"KIDA","IDA","Idaho Falls Regional Airport","Idaho Falls","Idaho","US",4744,43.5145988464,-112.0709991455,"America/Boise",206158621999,"2021-01-09T01:50:00.000+0000","2021010823","2021-01-08T23:50:00.000+0000","2021010822","2021010821","72578524145","IDAHO FALLS FAA AIRPORT, ID US","1442.7","43.52044","-112.06753","2021-01-08T15:53:00","FM-15","7","0.0",null,"2021-01-08T22:53:00.000+0000","2021010822",19,23,22,25.34,360,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-08T15:54:00","FM-15","7","0.0",null,"2021-01-08T22:54:00.000+0000",20,42,33,25.78,170,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T03:04:00.000+0000","0.0","2021-01-08T23:52:00.000+0000","0.0","2021-01-09T01:00:00.000+0000",50,0,0,0,0,0,0,0,0,0,"2021-01-09T01:44:00.000+0000","2021-01-09T01:00:00.000+0000",1,1,1,1,1,2,2,1,2,2,1,2,3,0.6666666666666666,3,4,0.75,4,4,1,4,4,1,4,4,1,4,5,0.8,6,6,1,6,6,1,6,6,1,623,863,1698,2574,3401,4185,4864,5816,6533,7302,7957,8469,8852,0.0006487580744689642,0.023389003800428514,0],["2021-01-09T12:00:00.000+0000","AEX",1,9,6,"2021-01-09 00:00:00","MQ",20398,"N693AE",10185,"LA",11298,"DFW","TX",609,602,-7,0,0,-1,"0600-0659",740,736,-4,0,0,-1,"0700-0759",0,0,285,2,0,0,0,0,0,2021,"KAEX","AEX","Alexandria International Airport","Alexandria","Louisiana","US",89,31.3274002075,-92.5497970581,"America/Chicago",408086,"2021-01-09T12:09:00.000+0000","2021010910","2021-01-09T10:09:00.000+0000","2021010909","2021010908","74754093915","ALEXANDRIA INTERNATIONAL AIRPORT, LA US","25.0","31.33464","-92.55849","2021-01-09T03:53:00","FM-15","7","0.0",null,"2021-01-09T09:53:00.000+0000","2021010909",30,34,32,30.2,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-09T03:53:00","FM-15","7","0.0",null,"2021-01-09T09:53:00.000+0000",27,34,31,29.68,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T13:40:00.000+0000","0.0","2021-01-09T03:00:00.000+0000","0.0","2021-01-09T04:20:00.000+0000",469,0,0,0,0,0,0,0,0,0,"2021-01-09T12:02:00.000+0000","2021-01-09T12:00:00.000+0000",2,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,2,2,1,501,13,37,83,119,174,258,509,1002,1625,2302,3037,3900,0.0006566215073102163,0.05317469890719319,0],["2021-01-09T13:00:00.000+0000","CHA",1,9,6,"2021-01-09 00:00:00","9E",20363,"N349PQ",10980,"TN",10397,"ATL","GA",800,755,-5,0,0,-1,"0800-0859",906,848,-18,0,0,-2,"0900-0959",0,0,106,1,0,0,0,0,0,2021,"KCHA","CHA","Lovell Field","Chattanooga","Tennessee","US",683,35.0353012085,-85.2037963867,"America/New_York",240519332737,"2021-01-09T13:00:00.000+0000","2021010911","2021-01-09T11:00:00.000+0000","2021010910","2021010909","72324013882","CHATTANOOGA AIRPORT, TN US","204.0","35.03363","-85.20039","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T10:53:00.000+0000","2021010910",29,36,33,29.4,330,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-09T05:52:00","FM-15","7","0.0",null,"2021-01-09T10:52:00.000+0000",30,36,34,28.95,330,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T14:06:00.000+0000","7.0","2021-01-08T23:10:00.000+0000","0.0","2021-01-09T00:01:00.000+0000",779,0,4,0,0,0,0,0,0,0,"2021-01-09T12:55:00.000+0000","2021-01-09T12:00:00.000+0000",1,2,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,1,2,649,129,142,166,212,248,303,387,638,1131,1754,2431,3166,0.0012242210604409708,0.06086473773696765,0],["2021-01-09T13:00:00.000+0000","CHA",1,9,6,"2021-01-09 00:00:00","OH",20397,"N608NN",10980,"TN",11057,"CLT","NC",843,833,-10,0,0,-1,"0800-0859",1010,1011,1,1,0,0,"1000-1059",0,0,241,1,0,0,0,0,0,2021,"KCHA","CHA","Lovell Field","Chattanooga","Tennessee","US",683,35.0353012085,-85.2037963867,"America/New_York",154619780123,"2021-01-09T13:43:00.000+0000","2021010911","2021-01-09T11:43:00.000+0000","2021010910","2021010909","72324013882","CHATTANOOGA AIRPORT, TN US","204.0","35.03363","-85.20039","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T10:53:00.000+0000","2021010910",29,36,33,29.4,330,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-09T05:52:00","FM-15","7","0.0",null,"2021-01-09T10:52:00.000+0000",30,32,31,29.14,310,5,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T15:10:00.000+0000","0.0","2021-01-09T01:50:00.000+0000","0.0","2021-01-09T03:13:00.000+0000",630,0,0,0,0,0,0,0,0,0,"2021-01-09T13:33:00.000+0000","2021-01-09T13:00:00.000+0000",1,2,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,1,0,null,2,1,2,649,129,142,166,212,248,303,387,638,1131,1754,2431,3166,0.0012242210604409708,0.03797957033883184,0],["2021-01-09T13:00:00.000+0000","SMF",1,9,6,"2021-01-09 00:00:00","UA",19977,"N62849",14893,"CA",11292,"DEN","CO",530,522,-8,0,0,-1,"0001-0559",850,834,-16,0,0,-2,"0800-0859",0,0,909,4,0,0,0,0,0,2021,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",163209019975,"2021-01-09T13:30:00.000+0000","2021010911","2021-01-09T11:30:00.000+0000","2021010910","2021010909","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-09T02:53:00","FM-15","7","0.0",null,"2021-01-09T10:53:00.000+0000","2021010910",36,38,37,30.25,300,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-09T03:53:00","FM-15","7","0.0",null,"2021-01-09T10:53:00.000+0000",18,25,23,24.68,250,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T15:50:00.000+0000","0.0","2021-01-09T03:00:00.000+0000","0.0","2021-01-09T05:40:00.000+0000",470,0,0.16,0,0,0,0,0,0,0,"2021-01-09T13:22:00.000+0000","2021-01-09T13:00:00.000+0000",4,1,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,1,1,1,3,3,1,7,7,1,13,13,1,17,17,1,23,23,1,28,27,1.037037037037037,649,129,142,166,212,248,303,387,638,1131,1754,2431,3166,0.006825443714971051,0.04989895874421001,0],["2021-01-09T13:00:00.000+0000","STX",1,9,6,"2021-01-09 00:00:00","AA",19805,"N928NN",15027,"VI",13303,"MIA","FL",900,849,-11,0,0,-1,"0900-0959",1111,1057,-14,0,0,-1,"1100-1159",0,0,1139,5,0,0,0,0,0,2021,"TISX","STX","Henry E Rohlsen Airport","Christiansted","Saint-Croix-Island","VI",74,17.7019004822,-64.7985992432,"America/St_Thomas",17179961033,"2021-01-09T13:00:00.000+0000","2021010911","2021-01-09T11:00:00.000+0000","2021010910","2021010909","78551011624","HENRY E. ROHLSEN AIRPORT, VI US","14.0","17.69965","-64.81249","2021-01-09T06:53:00","FM-15","7","0.0",null,"2021-01-09T10:53:00.000+0000","2021010910",70,73,71,29.96,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMIA","MIA","Miami International Airport","Miami","Florida","US",8,25.7931995392,-80.2906036377,"America/New_York","72202012839","MIAMI INTERNATIONAL AIRPORT, FL US","1.4","25.78805","-80.31694","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T10:53:00.000+0000",50,58,54,30.02,330,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T16:11:00.000+0000","0.0","2021-01-08T23:55:00.000+0000","0.0","2021-01-09T02:37:00.000+0000",623,0,0,0,0,0,0,0,0,0,"2021-01-09T12:49:00.000+0000","2021-01-09T12:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,649,129,142,166,212,248,303,387,638,1131,1754,2431,3166,0.00025054706765545437,0.011631323396790074,0],["2021-01-09T15:00:00.000+0000","TUS",1,9,6,"2021-01-09 00:00:00","OO",20304,"N918SW",15376,"AZ",14771,"SFO","CA",800,757,-3,0,0,-1,"0800-0859",929,1000,31,31,1,2,"0900-0959",0,0,751,4,31,0,0,0,0,2021,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",188979240773,"2021-01-09T15:00:00.000+0000","2021010913","2021-01-09T13:00:00.000+0000","2021010912","2021010911","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T12:53:00.000+0000","2021010912",11,39,30,27.37,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-09T04:56:00","FM-15","7","0.0",null,"2021-01-09T12:56:00.000+0000",41,44,43,30.25,190,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T17:29:00.000+0000","0.0","2021-01-08T21:18:00.000+0000","0.0","2021-01-08T23:30:00.000+0000",930,0,0,0,0,0,0,0,0,0,"2021-01-09T14:57:00.000+0000","2021-01-09T14:00:00.000+0000",3,4,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,4,2,2,658,501,906,1035,1048,1072,1118,1154,1209,1293,1544,2037,2660,0.0027798645898897134,0.01685893952188654,0],["2021-01-09T15:00:00.000+0000","TUS",1,9,6,"2021-01-09 00:00:00","AA",19805,"N970NN",15376,"AZ",11298,"DFW","TX",805,755,-10,0,0,-1,"0800-0859",1120,1112,-8,0,0,-1,"1100-1159",0,0,813,4,0,0,0,0,0,2021,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",257699076756,"2021-01-09T15:05:00.000+0000","2021010913","2021-01-09T13:05:00.000+0000","2021010912","2021010911","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T12:53:00.000+0000","2021010912",11,39,30,27.37,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-09T06:53:00","FM-15","7","0.0",null,"2021-01-09T12:53:00.000+0000",26,31,29,29.7,340,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T17:20:00.000+0000","0.0","2021-01-09T02:50:00.000+0000","0.0","2021-01-09T05:23:00.000+0000",582,0,0,0,0,0,0,0,0,0,"2021-01-09T14:55:00.000+0000","2021-01-09T14:00:00.000+0000",3,4,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,4,2,2,658,501,906,1035,1048,1072,1118,1154,1209,1293,1544,2037,2660,0.0027798645898897134,0.05317469890719319,0],["2021-01-09T15:00:00.000+0000","TUS",1,9,6,"2021-01-09 00:00:00","OO",20304,"N549CA",15376,"AZ",14869,"SLC","UT",805,800,-5,0,0,-1,"0800-0859",1008,958,-10,0,0,-1,"1000-1059",0,0,601,3,0,0,0,0,0,2021,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",25770635395,"2021-01-09T15:05:00.000+0000","2021010913","2021-01-09T13:05:00.000+0000","2021010912","2021010911","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T12:53:00.000+0000","2021010912",11,39,30,27.37,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-09T05:54:00","FM-15","7","0.0",null,"2021-01-09T12:54:00.000+0000",22,25,24,25.87,20,7,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T17:08:00.000+0000","5.0","2021-01-09T03:49:00.000+0000","0.0","2021-01-09T05:47:00.000+0000",558,0,0,0,0,0,0,0,0,0,"2021-01-09T15:00:00.000+0000","2021-01-09T15:00:00.000+0000",3,4,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,4,2,2,658,501,906,1035,1048,1072,1118,1154,1209,1293,1544,2037,2660,0.0027798645898897134,0.023389003800428514,0],["2021-01-09T15:00:00.000+0000","TUS",1,9,6,"2021-01-09 00:00:00","YV",20378,"N929LR",15376,"AZ",14107,"PHX","AZ",833,825,-8,0,0,-1,"0800-0859",930,923,-7,0,0,-1,"0900-0959",0,0,110,1,0,0,0,0,0,2021,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix",111669333828,"2021-01-09T15:33:00.000+0000","2021010913","2021-01-09T13:33:00.000+0000","2021010912","2021010911","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T12:53:00.000+0000","2021010912",11,39,30,27.37,140,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-09T05:51:00","FM-15","7","0.0",null,"2021-01-09T12:51:00.000+0000",24,43,36,28.78,100,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T16:30:00.000+0000","27.0","2021-01-09T02:55:00.000+0000","12.0","2021-01-09T03:53:00.000+0000",700,1,0,0,0,0,0,0,0,0,"2021-01-09T15:25:00.000+0000","2021-01-09T15:00:00.000+0000",3,4,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,2,0,null,4,2,2,658,501,906,1035,1048,1072,1118,1154,1209,1293,1544,2037,2660,0.0027798645898897134,0.02722961443343419,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","AS",19930,"N493AS",13495,"LA",14747,"SEA","WA",1130,1136,6,6,0,0,"1100-1159",1440,1438,-2,0,0,-1,"1400-1459",0,0,2086,9,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",85900197228,"2021-01-09T17:30:00.000+0000","2021010915","2021-01-09T15:30:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000","2021010914",27,43,37,30.32,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-09T07:28:00","FM-16","7","0.0","BR:1 ||","2021-01-09T15:28:00.000+0000",32,34,33,29.88,80,3,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T22:40:00.000+0000","1.0","2021-01-08T21:15:00.000+0000","4.0","2021-01-09T01:40:00.000+0000",950,0,6.166666666666667,0.1111111111111111,6.166666666666667,0.1111111111111111,9.25,0.16666666666666666,7,0.2,"2021-01-09T17:36:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.024352086269695063,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","WN",19393,"N7839A",13495,"LA",10397,"ATL","GA",1135,1128,-7,0,0,-1,"1100-1159",1400,1345,-15,0,0,-1,"1400-1459",0,0,425,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",266288229853,"2021-01-09T17:35:00.000+0000","2021010915","2021-01-09T15:35:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000","2021010914",27,43,37,30.32,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-09T09:52:00","FM-15","7","0.0",null,"2021-01-09T14:52:00.000+0000",29,36,33,29.03,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T19:00:00.000+0000","31.0","2021-01-08T22:40:00.000+0000","19.0","2021-01-09T00:15:00.000+0000",1040,1,6.166666666666667,0.1111111111111111,6.166666666666667,0.1111111111111111,10.090909090909092,0.18181818181818182,11.666666666666666,0.3333333333333333,"2021-01-09T17:28:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.06086473773696765,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","DL",19790,"N341NW",13495,"LA",10397,"ATL","GA",1135,1137,2,2,0,0,"1100-1159",1356,1401,5,5,0,0,"1300-1359",0,0,425,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",8591215320,"2021-01-09T17:35:00.000+0000","2021010915","2021-01-09T15:35:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000","2021010914",27,43,37,30.32,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-09T09:52:00","FM-15","7","0.0",null,"2021-01-09T14:52:00.000+0000",29,36,33,29.03,300,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T18:56:00.000+0000","0.0","2021-01-09T14:45:00.000+0000","0.0","2021-01-09T16:20:00.000+0000",75,0,6.166666666666667,0.1111111111111111,6.166666666666667,0.1111111111111111,10.090909090909092,0.18181818181818182,11.666666666666666,0.3333333333333333,"2021-01-09T17:37:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.06086473773696765,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","WN",19393,"N943WN",13495,"LA",11259,"DAL","TX",1145,1142,-3,0,0,-1,"1100-1159",1315,1304,-11,0,0,-1,"1300-1359",0,0,436,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",214748620385,"2021-01-09T17:45:00.000+0000","2021010915","2021-01-09T15:45:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000","2021010914",27,43,37,30.32,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000",28,36,33,29.87,20,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T19:15:00.000+0000","0.0","2021-01-09T14:40:00.000+0000","0.0","2021-01-09T17:05:00.000+0000",40,0,6.166666666666667,0.1111111111111111,6.166666666666667,0.1111111111111111,10.090909090909092,0.18181818181818182,11.666666666666666,0.3333333333333333,"2021-01-09T17:42:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.009997078614003872,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","MQ",20398,"N274NN",13495,"LA",11298,"DFW","TX",1145,1144,-1,0,0,-1,"1100-1159",1330,1314,-16,0,0,-2,"1300-1359",0,0,447,2,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",111669479250,"2021-01-09T17:45:00.000+0000","2021010915","2021-01-09T15:45:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000","2021010914",27,43,37,30.32,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000",30,35,33,29.73,360,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T19:30:00.000+0000","0.0","2021-01-09T14:55:00.000+0000","0.0","2021-01-09T16:38:00.000+0000",67,0,6.166666666666667,0.1111111111111111,6.166666666666667,0.1111111111111111,10.090909090909092,0.18181818181818182,11.666666666666666,0.3333333333333333,"2021-01-09T17:44:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.05317469890719319,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","B6",20409,"N789JB",13495,"LA",11697,"FLL","FL",1150,1151,1,1,0,0,"1100-1159",1437,1436,-1,0,0,-1,"1400-1459",0,0,674,3,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",103080381454,"2021-01-09T17:50:00.000+0000","2021010915","2021-01-09T15:50:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T08:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000","2021010914",27,43,37,30.32,360,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-09T09:53:00","FM-15","7","0.0",null,"2021-01-09T14:53:00.000+0000",49,62,55,30.12,330,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T19:37:00.000+0000","0.0","2021-01-09T14:48:00.000+0000","0.0","2021-01-09T16:52:00.000+0000",58,0,6.166666666666667,0.1111111111111111,6.166666666666667,0.1111111111111111,10.090909090909092,0.18181818181818182,17.5,0.5,"2021-01-09T17:51:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.014253267169950753,0],["2021-01-09T17:00:00.000+0000","MSY",1,9,6,"2021-01-09 00:00:00","DL",19790,"N329NB",13495,"LA",11433,"DTW","MI",1157,1153,-4,0,0,-1,"1100-1159",1524,1515,-9,0,0,-1,"1500-1559",0,0,926,4,0,0,0,0,0,2021,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago",34360423320,"2021-01-09T17:57:00.000+0000","2021010915","2021-01-09T15:57:00.000+0000","2021010914","2021010913","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-09T09:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",28,44,38,30.33,350,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-09T10:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000",24,32,29,29.54,310,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T20:24:00.000+0000","0.0","2021-01-09T14:10:00.000+0000","0.0","2021-01-09T16:47:00.000+0000",70,0,5.55,0.1,5.55,0.1,8.538461538461538,0.15384615384615385,8.75,0.25,"2021-01-09T17:53:00.000+0000","2021-01-09T17:00:00.000+0000",8,7,4,3,1.3333333333333333,7,9,0.7777777777777778,12,16,0.75,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,16,16,1,623,707,1356,1857,2262,2391,2404,2428,2474,2510,2565,2649,2900,0.005984135148356346,0.02546134919761326,0],["2021-01-09T18:00:00.000+0000","HNL",1,9,6,"2021-01-09 00:00:00","DL",19790,"N538US",12173,"HI",12892,"LAX","CA",800,757,-3,0,0,-1,"0800-0859",1530,1515,-15,0,0,-1,"1500-1559",0,0,2556,11,0,0,0,0,0,2021,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",128849784371,"2021-01-09T18:00:00.000+0000","2021010916","2021-01-09T16:00:00.000+0000","2021010915","2021010914","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",62,68,64,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-09T07:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000",44,50,47,29.72,null,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T23:30:00.000+0000","118.0","2021-01-09T01:25:00.000+0000","150.0","2021-01-09T07:40:00.000+0000",620,1,0.6666666666666666,0.037037037037037035,0,0,0,0,0,0,"2021-01-09T17:57:00.000+0000","2021-01-09T17:00:00.000+0000",4,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,9,9,1,14,13,1.0769230769230769,16,16,1,17,16,1.0625,22,23,0.9565217391304348,28,27,1.037037037037037,731,658,1365,2014,2515,2920,3049,3062,3086,3132,3168,3223,3307,0.006559608506287927,0.025922698918111255,0],["2021-01-09T18:00:00.000+0000","HNL",1,9,6,"2021-01-09 00:00:00","WN",19393,"N8322X",12173,"HI",14831,"SJC","CA",800,757,-3,0,0,-1,"0800-0859",1515,1516,1,1,0,0,"1500-1559",0,0,2417,10,0,0,0,0,0,2021,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",214748538706,"2021-01-09T18:00:00.000+0000","2021010916","2021-01-09T16:00:00.000+0000","2021010915","2021010914","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",62,68,64,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-09T07:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000",39,42,41,30.21,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T23:15:00.000+0000","0.0","2021-01-09T01:30:00.000+0000","0.0","2021-01-09T07:10:00.000+0000",650,0,0.6666666666666666,0.037037037037037035,0,0,0,0,0,0,"2021-01-09T17:57:00.000+0000","2021-01-09T17:00:00.000+0000",4,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,9,9,1,14,13,1.0769230769230769,16,16,1,17,16,1.0625,22,23,0.9565217391304348,28,27,1.037037037037037,731,658,1365,2014,2515,2920,3049,3062,3086,3132,3168,3223,3307,0.006559608506287927,0.005429040729677161,0],["2021-01-09T18:00:00.000+0000","HNL",1,9,6,"2021-01-09 00:00:00","AA",19805,"N407AN",12173,"HI",12892,"LAX","CA",800,748,-12,0,0,-1,"0800-0859",1529,1512,-17,0,0,-2,"1500-1559",0,0,2556,11,0,0,0,0,0,2021,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",120260421636,"2021-01-09T18:00:00.000+0000","2021010916","2021-01-09T16:00:00.000+0000","2021010915","2021010914","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",62,68,64,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-09T07:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000",44,50,47,29.72,null,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T23:29:00.000+0000","0.0","2021-01-09T01:05:00.000+0000","0.0","2021-01-09T07:05:00.000+0000",655,0,0.6666666666666666,0.037037037037037035,0,0,0,0,0,0,"2021-01-09T17:48:00.000+0000","2021-01-09T17:00:00.000+0000",4,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,9,9,1,14,13,1.0769230769230769,16,16,1,17,16,1.0625,22,23,0.9565217391304348,28,27,1.037037037037037,731,658,1365,2014,2515,2920,3049,3062,3086,3132,3168,3223,3307,0.006559608506287927,0.025922698918111255,0],["2021-01-09T18:00:00.000+0000","HNL",1,9,6,"2021-01-09 00:00:00","HA",19690,"N486HA",12173,"HI",12982,"LIH","HI",810,806,-4,0,0,-1,"0800-0859",851,840,-11,0,0,-1,"0800-0859",0,0,102,1,0,0,0,0,0,2021,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",103080523855,"2021-01-09T18:10:00.000+0000","2021010916","2021-01-09T16:10:00.000+0000","2021010915","2021010914","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",62,68,64,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHLI","LIH","Lihue Airport","Lihue","Hawaii","US",153,21.9759998322,-159.3390045166,"Pacific/Honolulu","91165022536","LIHUE WEATHER SERVICE OFFICE AIRPORT 1020.1, HI US","31.9","21.98048","-159.33863","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000",63,65,64,29.85,280,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T18:51:00.000+0000","0.0","2021-01-09T17:00:00.000+0000","0.0","2021-01-09T17:39:00.000+0000",31,0,0.6923076923076923,0.038461538461538464,0,0,0,0,0,0,"2021-01-09T18:06:00.000+0000","2021-01-09T18:00:00.000+0000",4,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,9,9,1,14,13,1.0769230769230769,16,16,1,17,16,1.0625,22,23,0.9565217391304348,28,27,1.037037037037037,731,658,1365,2014,2515,2920,3049,3062,3086,3132,3168,3223,3307,0.006559608506287927,0.0012476740341125332,0],["2021-01-09T18:00:00.000+0000","HNL",1,9,6,"2021-01-09 00:00:00","HA",19690,"N491HA",12173,"HI",13830,"OGG","HI",830,825,-5,0,0,-1,"0800-0859",912,902,-10,0,0,-1,"0900-0959",0,0,100,1,0,0,0,0,0,2021,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",171799310094,"2021-01-09T18:30:00.000+0000","2021010916","2021-01-09T16:30:00.000+0000","2021010915","2021010914","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",62,68,64,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHOG","OGG","Kahului Airport","Kahului","Hawaii","US",54,20.8985996246,-156.4299926758,"Pacific/Honolulu","91190022516","KAHULUI AIRPORT, HI US","14.0","20.88871","-156.43453","2021-01-09T05:54:00","FM-15","7","0.0",null,"2021-01-09T15:54:00.000+0000",59,68,63,29.95,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T19:12:00.000+0000","0.0","2021-01-09T05:25:00.000+0000","0.0","2021-01-09T06:05:00.000+0000",745,0,0.68,0.04,0,0,0,0,0,0,"2021-01-09T18:25:00.000+0000","2021-01-09T18:00:00.000+0000",4,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,9,9,1,14,13,1.0769230769230769,16,16,1,17,16,1.0625,22,23,0.9565217391304348,28,27,1.037037037037037,731,658,1365,2014,2515,2920,3049,3062,3086,3132,3168,3223,3307,0.006559608506287927,0.0030143829649594564,0],["2021-01-09T18:00:00.000+0000","HNL",1,9,6,"2021-01-09 00:00:00","WN",19393,"N8327A",12173,"HI",12758,"KOA","HI",850,843,-7,0,0,-1,"0800-0859",945,927,-18,0,0,-2,"0900-0959",0,0,163,1,0,0,0,0,0,2021,"PHNL","HNL","Honolulu International Airport","Honolulu","Hawaii","US",13,21.3187007904,-157.9219970703,"Pacific/Honolulu",120259107148,"2021-01-09T18:50:00.000+0000","2021010916","2021-01-09T16:50:00.000+0000","2021010915","2021010914","91182022521","HONOLULU INTERNATIONAL AIRPORT, HI US","1.9","21.32402","-157.93946","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000","2021010915",62,68,64,29.98,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHKO","KOA","Kona International At Keahole Airport","Kailua/Kona","Hawaii","US",47,19.7388000488,-156.046005249,"Pacific/Honolulu","91197521510","KAILUA KONA KE AHOLE AIRPORT, HI US","11.3","19.73782","-156.04795","2021-01-09T05:53:00","FM-15","7","0.0",null,"2021-01-09T15:53:00.000+0000",62,72,66,29.93,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T19:45:00.000+0000","0.0","2021-01-09T17:10:00.000+0000","0.0","2021-01-09T18:00:00.000+0000",50,0,0.043478260869565216,0,0,0,0,0,0,0,"2021-01-09T18:43:00.000+0000","2021-01-09T18:00:00.000+0000",4,6,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,4,3,1.3333333333333333,9,9,1,14,13,1.0769230769230769,16,16,1,17,16,1.0625,22,23,0.9565217391304348,28,27,1.037037037037037,731,658,1365,2014,2515,2920,3049,3062,3086,3132,3168,3223,3307,0.006559608506287927,0.0017978111666439992,0],["2021-01-09T19:00:00.000+0000","PWM",1,9,6,"2021-01-09 00:00:00","YX",20452,"N111HQ",14321,"ME",11057,"CLT","NC",1436,1430,-6,0,0,-1,"1400-1459",1716,1703,-13,0,0,-1,"1700-1759",0,0,813,4,0,0,0,0,0,2021,"KPWM","PWM","Portland International Jetport Airport","Portland","Maine","US",76,43.64619827,-70.30930328,"America/New_York",77310436124,"2021-01-09T19:36:00.000+0000","2021010917","2021-01-09T17:36:00.000+0000","2021010916","2021010915","72606014764","PORTLAND JETPORT, ME US","13.5","43.64244","-70.30443","2021-01-09T11:51:00","FM-15","7","0.0",null,"2021-01-09T16:51:00.000+0000","2021010916",19,32,28,29.73,350,15,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-09T11:52:00","FM-15","7","0.0",null,"2021-01-09T16:52:00.000+0000",29,46,39,29.23,350,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T22:16:00.000+0000","0.0","2021-01-09T16:30:00.000+0000","0.0","2021-01-09T18:45:00.000+0000",51,0,0,0,0,0,0,0,0,0,"2021-01-09T19:30:00.000+0000","2021-01-09T19:00:00.000+0000",1,1,0,0,null,0,0,null,0,1,0,1,2,0.5,2,5,0.4,6,6,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,8,8,1,692,791,1449,2156,2805,3306,3711,3840,3853,3877,3923,3959,4014,0.001508874327511416,0.03797957033883184,0],["2021-01-09T20:00:00.000+0000","CPR",1,9,6,"2021-01-09 00:00:00","OO",20304,"N439SW",11122,"WY",14869,"SLC","UT",1319,1314,-5,0,0,-1,"1300-1359",1440,1441,1,1,0,0,"1400-1459",0,0,320,2,0,0,0,0,0,2021,"KCPR","CPR","Casper-Natrona County International Airport","Casper","Wyoming","US",5350,42.90800095,-106.4639969,"America/Denver",8590705786,"2021-01-09T20:19:00.000+0000","2021010918","2021-01-09T18:19:00.000+0000","2021010917","2021010916","72569024089","CASPER NATRONA CO AIRPORT, WY US","1621.1","42.89778","-106.47361","2021-01-09T11:11:00","FM-16","7","0.0","-SN:03 |SN |","2021-01-09T18:11:00.000+0000","2021010918",14,19,17,24.92,230,6,2,"-SN:03 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"KSLC","SLC","Salt Lake City International Airport","Salt Lake City","Utah","US",4227,40.7883987427,-111.9779968262,"America/Denver","72572024127","SALT LAKE CITY INTERNATIONAL AIRPORT, UT US","1288.4","40.77069","-111.96503","2021-01-09T10:54:00","FM-15","7","0.0",null,"2021-01-09T17:54:00.000+0000",24,31,28,25.97,330,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T21:40:00.000+0000","0.0","2021-01-09T18:10:00.000+0000","0.0","2021-01-09T19:34:00.000+0000",45,0,18.5,0.5,18.5,0.5,0,0,0,0,"2021-01-09T20:14:00.000+0000","2021-01-09T20:00:00.000+0000",1,1,0,0,null,0,0,null,1,0,null,1,1,1,1,2,0.5,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,2,2,1,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.0005059773535259114,0.023389003800428514,0],["2021-01-09T20:00:00.000+0000","OMA",1,9,6,"2021-01-09 00:00:00","YX",20452,"N114HQ",13871,"NE",13930,"ORD","IL",1400,1352,-8,0,0,-1,"1400-1459",1546,1524,-22,0,0,-2,"1500-1559",0,0,416,2,0,0,0,0,0,2021,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago",128850269726,"2021-01-09T20:00:00.000+0000","2021010918","2021-01-09T18:00:00.000+0000","2021010917","2021010916","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-09T11:52:00","FM-15","7","0.0","BR:1 ||","2021-01-09T17:52:00.000+0000","2021010917",22,26,25,29.35,360,9,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-09T11:51:00","FM-15","7","0.0",null,"2021-01-09T17:51:00.000+0000",24,34,30,29.56,10,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T21:46:00.000+0000","0.0","2021-01-09T14:37:00.000+0000","0.0","2021-01-09T16:31:00.000+0000",209,0,26.5,0.11538461538461539,27.56,0.12,2.857142857142857,0.14285714285714285,0,0,"2021-01-09T19:52:00.000+0000","2021-01-09T19:00:00.000+0000",2,1,3,4,0.75,5,5,1,7,7,1,10,11,0.9090909090909091,15,15,1,22,25,0.88,25,26,0.9615384615384616,25,26,0.9615384615384616,25,26,0.9615384615384616,25,26,0.9615384615384616,25,26,0.9615384615384616,25,26,0.9615384615384616,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.0036071262705164977,0.03551113735875623,0],["2021-01-09T20:00:00.000+0000","SAN",1,9,6,"2021-01-09 00:00:00","WN",19393,"N286WN",14679,"CA",13232,"MDW","IL",1200,1154,-6,0,0,-1,"1200-1259",1755,1735,-20,0,0,-2,"1700-1759",0,0,1728,7,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",146029374339,"2021-01-09T20:00:00.000+0000","2021010918","2021-01-09T18:00:00.000+0000","2021010917","2021010916","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-09T09:51:00","FM-15","7","0.0",null,"2021-01-09T17:51:00.000+0000","2021010917",44,59,51,30.09,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMDW","MDW","Chicago Midway International Airport","Chicago","Illinois","US",620,41.7859992981,-87.7524032593,"America/Chicago","72534014819","CHICAGO MIDWAY AIRPORT, IL US","185.8","41.78412","-87.75514","2021-01-09T11:53:00","FM-15","7","0.0",null,"2021-01-09T17:53:00.000+0000",24,37,32,29.62,360,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T23:55:00.000+0000","0.0","2021-01-09T17:50:00.000+0000","0.0","2021-01-09T19:00:00.000+0000",60,0,0,0,0,0,0,0,0,0,"2021-01-09T19:54:00.000+0000","2021-01-09T19:00:00.000+0000",5,4,10,12,0.8333333333333334,18,20,0.9,30,34,0.8823529411764706,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,43,42,1.0238095238095237,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.010015606381076984,0.011854452744306992,0],["2021-01-09T20:00:00.000+0000","SAN",1,9,6,"2021-01-09 00:00:00","WN",19393,"N213WN",14679,"CA",11259,"DAL","TX",1205,1209,4,4,0,0,"1200-1259",1655,1707,12,12,0,0,"1600-1659",0,0,1182,5,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",240518170465,"2021-01-09T20:05:00.000+0000","2021010918","2021-01-09T18:05:00.000+0000","2021010917","2021010916","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-09T09:51:00","FM-15","7","0.0",null,"2021-01-09T17:51:00.000+0000","2021010917",44,59,51,30.09,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDAL","DAL","Dallas Love Field","Dallas","Texas","US",487,32.8470993042,-96.8517990112,"America/Chicago","72258013960","DALLAS FAA AIRPORT, TX US","147.6","32.83839","-96.83583","2021-01-09T11:53:00","FM-15","7","0.0",null,"2021-01-09T17:53:00.000+0000",26,44,37,29.85,null,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T22:55:00.000+0000","0.0","2021-01-09T17:15:00.000+0000","0.0","2021-01-09T18:35:00.000+0000",90,0,0.022727272727272728,0,0.023255813953488372,0,0.03225806451612903,0,0.09090909090909091,0,"2021-01-09T20:09:00.000+0000","2021-01-09T20:00:00.000+0000",5,4,10,12,0.8333333333333334,18,20,0.9,30,34,0.8823529411764706,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,43,42,1.0238095238095237,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.010015606381076984,0.009997078614003872,0],["2021-01-09T20:00:00.000+0000","SAN",1,9,6,"2021-01-09 00:00:00","WN",19393,"N8303R",14679,"CA",13796,"OAK","CA",1205,1200,-5,0,0,-1,"1200-1259",1345,1320,-25,0,0,-2,"1300-1359",0,0,446,2,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",249108972571,"2021-01-09T20:05:00.000+0000","2021010918","2021-01-09T18:05:00.000+0000","2021010917","2021010916","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-09T09:51:00","FM-15","7","0.0",null,"2021-01-09T17:51:00.000+0000","2021010917",44,59,51,30.09,0,0,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-09T09:53:00","FM-15","7","0.0",null,"2021-01-09T17:53:00.000+0000",46,50,48,30.19,290,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T21:45:00.000+0000","0.0","2021-01-09T17:50:00.000+0000","0.0","2021-01-09T19:20:00.000+0000",45,0,0.022727272727272728,0,0.023255813953488372,0,0.03225806451612903,0,0.09090909090909091,0,"2021-01-09T20:00:00.000+0000","2021-01-09T20:00:00.000+0000",5,4,10,12,0.8333333333333334,18,20,0.9,30,34,0.8823529411764706,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,43,42,1.0238095238095237,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.010015606381076984,0.005897437334667352,0],["2021-01-09T20:00:00.000+0000","SAN",1,9,6,"2021-01-09 00:00:00","AA",19805,"N991AU",14679,"CA",11298,"DFW","TX",1253,1245,-8,0,0,-1,"1200-1259",1750,1727,-23,0,0,-2,"1700-1759",0,0,1171,5,0,0,0,0,0,2021,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles",42950088632,"2021-01-09T20:53:00.000+0000","2021010918","2021-01-09T18:53:00.000+0000","2021010917","2021010916","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-09T10:51:00","FM-15","7","0.0",null,"2021-01-09T18:51:00.000+0000","2021010918",41,62,51,30.07,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-09T12:53:00","FM-15","7","0.0",null,"2021-01-09T18:53:00.000+0000",26,46,38,29.68,70,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T23:50:00.000+0000","0.0","2021-01-09T16:40:00.000+0000","0.0","2021-01-09T19:59:00.000+0000",54,0,0.02,0,0.02,0,0.03333333333333333,0,0.1111111111111111,0,"2021-01-09T20:45:00.000+0000","2021-01-09T20:00:00.000+0000",5,4,10,12,0.8333333333333334,18,20,0.9,30,34,0.8823529411764706,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,42,41,1.024390243902439,43,42,1.0238095238095237,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.010015606381076984,0.05317469890719319,0],["2021-01-09T20:00:00.000+0000","SJC",1,9,6,"2021-01-09 00:00:00","OO",20304,"N263SY",14831,"CA",14747,"SEA","WA",1233,1228,-5,0,0,-1,"1200-1259",1448,1435,-13,0,0,-1,"1400-1459",0,0,696,3,0,0,0,0,0,2021,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",17179961182,"2021-01-09T20:33:00.000+0000","2021010918","2021-01-09T18:33:00.000+0000","2021010917","2021010916","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-09T09:53:00","FM-15","7","0.0",null,"2021-01-09T17:53:00.000+0000","2021010917",37,53,46,30.22,240,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-09T09:58:00","FM-16","7","0.0","BC:3 FG:2 |FG |","2021-01-09T17:58:00.000+0000",35,37,36,29.86,0,0,4,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-09T22:48:00.000+0000","0.0","2021-01-09T17:27:00.000+0000","0.0","2021-01-09T19:43:00.000+0000",50,0,1.1111111111111112,0.037037037037037035,1.1111111111111112,0.037037037037037035,0,0,0,0,"2021-01-09T20:28:00.000+0000","2021-01-09T20:00:00.000+0000",3,3,3,3,1,9,10,0.9,17,20,0.85,25,24,1.0416666666666667,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.005429040729677161,0.024352086269695063,0],["2021-01-09T20:00:00.000+0000","SJC",1,9,6,"2021-01-09 00:00:00","YV",20378,"N87337",14831,"CA",12266,"IAH","TX",1245,1259,14,14,0,0,"1200-1259",1845,1822,-23,0,0,-2,"1800-1859",0,0,1608,7,0,0,0,0,0,2021,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",51540311460,"2021-01-09T20:45:00.000+0000","2021010918","2021-01-09T18:45:00.000+0000","2021010917","2021010916","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-09T09:53:00","FM-15","7","0.0",null,"2021-01-09T17:53:00.000+0000","2021010917",37,53,46,30.22,240,5,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-09T11:53:00","FM-15","7","0.0",null,"2021-01-09T17:53:00.000+0000",33,52,44,30.24,110,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T00:45:00.000+0000","0.0","2021-01-09T15:35:00.000+0000","0.0","2021-01-09T20:04:00.000+0000",41,0,1.1111111111111112,0.037037037037037035,1.1111111111111112,0.037037037037037035,0,0,0,0,"2021-01-09T20:59:00.000+0000","2021-01-09T20:00:00.000+0000",3,3,3,3,1,9,10,0.9,17,20,0.85,25,24,1.0416666666666667,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.005429040729677161,0.02035804439442713,0],["2021-01-09T20:00:00.000+0000","SJC",1,9,6,"2021-01-09 00:00:00","WN",19393,"N8571Z",14831,"CA",14679,"SAN","CA",1255,1248,-7,0,0,-1,"1200-1259",1415,1355,-20,0,0,-2,"1400-1459",0,0,417,2,0,0,0,0,0,2021,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles",111669917755,"2021-01-09T20:55:00.000+0000","2021010918","2021-01-09T18:55:00.000+0000","2021010917","2021010916","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-09T10:53:00","FM-15","7","0.0",null,"2021-01-09T18:53:00.000+0000","2021010918",33,55,45,30.22,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-09T10:51:00","FM-15","7","0.0",null,"2021-01-09T18:51:00.000+0000",41,62,51,30.07,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-09T22:15:00.000+0000","0.0","2021-01-09T18:30:00.000+0000","0.0","2021-01-09T20:00:00.000+0000",55,0,1.2142857142857142,0.03571428571428571,1.2142857142857142,0.03571428571428571,0.2857142857142857,0,1,0,"2021-01-09T20:48:00.000+0000","2021-01-09T20:00:00.000+0000",3,3,3,3,1,9,10,0.9,17,20,0.85,25,24,1.0416666666666667,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,26,25,1.04,728,623,1414,2072,2779,3428,3929,4334,4463,4476,4500,4546,4582,0.005429040729677161,0.010015606381076984,0],["2021-01-10T11:00:00.000+0000","EWN",1,10,7,"2021-01-10 00:00:00","OH",20397,"N530EA",11617,"NC",11057,"CLT","NC",630,624,-6,0,0,-1,"0600-0659",804,804,0,0,0,0,"0800-0859",0,0,221,1,0,0,0,0,0,2021,"KEWN","EWN","Coastal Carolina Regional Airport","New Bern","North Carolina","US",18,35.0730018616,-77.0429000854,"America/New_York",214748623155,"2021-01-10T11:30:00.000+0000","2021011009","2021-01-10T09:30:00.000+0000","2021011008","2021011007","72309593719","NEW BERN ASOS, NC US","3.2","35.06836","-77.04783","2021-01-10T03:54:00","FM-15","7","0.0",null,"2021-01-10T08:54:00.000+0000","2021011008",25,31,29,30.16,330,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-10T03:52:00","FM-15","7","0.0",null,"2021-01-10T08:52:00.000+0000",23,29,27,29.4,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T13:04:00.000+0000","5.0","2021-01-10T01:50:00.000+0000","0.0","2021-01-10T03:00:00.000+0000",510,0,0,0,0,0,0,0,0,0,"2021-01-10T11:24:00.000+0000","2021-01-10T11:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,396,24,65,89,129,189,350,752,1224,1591,2180,2868,3535,0.00032459292436435954,0.03797957033883184,0],["2021-01-10T13:00:00.000+0000","RDM",1,10,7,"2021-01-10 00:00:00","QX",19687,"N402QX",14489,"OR",14747,"SEA","WA",515,505,-10,0,0,-1,"0001-0559",625,610,-15,0,0,-1,"0600-0659",0,0,228,1,0,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",42950797348,"2021-01-10T13:15:00.000+0000","2021011011","2021-01-10T11:15:00.000+0000","2021011010","2021011009","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-10T02:56:00","FM-15","7","0.0",null,"2021-01-10T10:56:00.000+0000","2021011010",24,31,28,26.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-10T02:53:00","FM-15","7","0.04","-RA:02 |RA |RA","2021-01-10T10:53:00.000+0000",39,41,40,29.7,260,3,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T14:25:00.000+0000","0.0","2021-01-10T06:05:00.000+0000","1.0","2021-01-10T07:05:00.000+0000",370,0,0,0,0,0,0,0,0,0,"2021-01-10T13:05:00.000+0000","2021-01-10T13:00:00.000+0000",3,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,3,3,1,669,126,142,166,207,231,271,331,492,894,1366,1733,2322,0.0011494627556957319,0.024352086269695063,0],["2021-01-10T13:00:00.000+0000","RDM",1,10,7,"2021-01-10 00:00:00","OO",20304,"N203SY",14489,"OR",11292,"DEN","CO",530,841,191,191,1,12,"0001-0559",900,1206,186,186,1,12,"0900-0959",0,0,898,4,186,0,0,0,0,2021,"KRDM","RDM","Roberts Field","Redmond","Oregon","US",3080,44.2541008,-121.1500015,"America/Los_Angeles",857358,"2021-01-10T13:30:00.000+0000","2021011011","2021-01-10T11:30:00.000+0000","2021011010","2021011009","72692024230","REDMOND AIRPORT, OR US","929.2","44.2558","-121.1407","2021-01-10T02:56:00","FM-15","7","0.0",null,"2021-01-10T10:56:00.000+0000","2021011010",24,31,28,26.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-10T04:24:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-10T11:24:00.000+0000",24,26,25,24.79,70,3,0.12,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-10T16:00:00.000+0000","19.0","2021-01-10T02:25:00.000+0000","0.0","2021-01-10T04:05:00.000+0000",565,1,0,0,0,0,0,0,0,0,"2021-01-10T16:41:00.000+0000","2021-01-10T16:00:00.000+0000",3,2,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,1,1,3,3,1,669,126,142,166,207,231,271,331,492,894,1366,1733,2322,0.0011494627556957319,0.04989895874421001,0],["2021-01-10T13:00:00.000+0000","SHD",1,10,7,"2021-01-10 00:00:00","OO",20304,"N877AS",14802,"VA",12264,"IAD","VA",830,820,-10,0,0,-1,"0800-0859",918,915,-3,0,0,-1,"0900-0959",0,0,91,1,0,0,0,0,0,2021,"KSHD","SHD","Shenandoah Valley Regional Airport","Staunton/Waynesboro/Harrisonburg","Virginia","US",1201,38.2638015747,-78.8964004517,"America/New_York",85899517212,"2021-01-10T13:30:00.000+0000","2021011011","2021-01-10T11:30:00.000+0000","2021011010","2021011009","72410593760","STAUNTON, VA US","366.1","38.26361","-78.89639","2021-01-10T06:15:00","FM-15","7","0.0",null,"2021-01-10T11:15:00.000+0000","2021011011",18,20,19,28.96,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-10T05:52:00","FM-15","7","0.0",null,"2021-01-10T10:52:00.000+0000",22,34,30,29.83,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T14:18:00.000+0000","0.0","2021-01-09T23:35:00.000+0000","0.0","2021-01-10T00:32:00.000+0000",778,0,0,0,0,0,0,0,0,0,"2021-01-10T13:20:00.000+0000","2021-01-10T13:00:00.000+0000",1,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,669,126,142,166,207,231,271,331,492,894,1366,1733,2322,0.00017016673853120388,0.00909745843772686,0],["2021-01-10T18:00:00.000+0000","MRY",1,10,7,"2021-01-10 00:00:00","YV",20378,"N902FJ",13476,"CA",14107,"PHX","AZ",1041,1036,-5,0,0,-1,"1000-1059",1330,1347,17,17,1,1,"1300-1359",0,0,598,3,0,0,17,0,0,2021,"KMRY","MRY","Monterey Peninsula Airport","Monterey","California","US",257,36.5870018005,-121.8430023193,"America/Los_Angeles",51540557682,"2021-01-10T18:41:00.000+0000","2021011016","2021-01-10T16:41:00.000+0000","2021011015","2021011014","72491523259","MONTEREY PENINSUL AIRPORT, CA US","48.8","36.59041","-121.84881","2021-01-10T07:54:00","FM-15","7","0.0",null,"2021-01-10T15:54:00.000+0000","2021011015",34,42,39,30.03,150,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T08:51:00","FM-15","7","0.0",null,"2021-01-10T15:51:00.000+0000",20,48,37,29.03,90,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-10T20:30:00.000+0000","0.0","2021-01-10T16:15:00.000+0000","0.0","2021-01-10T18:11:00.000+0000",30,0,0,0,0,0,0,0,0,0,"2021-01-10T18:36:00.000+0000","2021-01-10T18:00:00.000+0000",1,1,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,762,748,1476,2145,2648,3044,3170,3186,3210,3251,3275,3315,3375,0.000563853027363092,0.02722961443343419,0],["2021-01-10T18:00:00.000+0000","MTJ",1,10,7,"2021-01-10 00:00:00","OO",20304,"N856AS",13502,"CO",11292,"DEN","CO",1130,1120,-10,0,0,-1,"1100-1159",1242,1223,-19,0,0,-2,"1200-1259",0,0,196,1,0,0,0,0,0,2021,"KMTJ","MTJ","Montrose Regional Airport","Montrose","Colorado","US",5759,38.5097999573,-107.893997192,"America/Denver",231929081198,"2021-01-10T18:30:00.000+0000","2021011016","2021-01-10T16:30:00.000+0000","2021011015","2021011014","72476593013","MONTROSE REGIONAL AIRPORT, CO US","1739.5","38.50538","-107.89813","2021-01-10T08:53:00","FM-15","7","0.0",null,"2021-01-10T15:53:00.000+0000","2021011015",8,16,14,24.59,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-10T09:12:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-10T16:12:00.000+0000",25,27,26,24.82,20,3,null,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-10T19:42:00.000+0000","0.0","2021-01-10T16:47:00.000+0000","0.0","2021-01-10T17:56:00.000+0000",34,0,0,0,0,0,0,0,0,0,"2021-01-10T18:20:00.000+0000","2021-01-10T18:00:00.000+0000",2,2,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,762,748,1476,2145,2648,3044,3170,3186,3210,3251,3275,3315,3375,0.0004925137053003928,0.04989895874421001,0],["2021-01-10T18:00:00.000+0000","MTJ",1,10,7,"2021-01-10 00:00:00","WN",19393,"N278WN",13502,"CO",11292,"DEN","CO",1135,1124,-11,0,0,-1,"1100-1159",1245,1220,-25,0,0,-2,"1200-1259",0,0,196,1,0,0,0,0,0,2021,"KMTJ","MTJ","Montrose Regional Airport","Montrose","Colorado","US",5759,38.5097999573,-107.893997192,"America/Denver",42950502772,"2021-01-10T18:35:00.000+0000","2021011016","2021-01-10T16:35:00.000+0000","2021011015","2021011014","72476593013","MONTROSE REGIONAL AIRPORT, CO US","1739.5","38.50538","-107.89813","2021-01-10T08:53:00","FM-15","7","0.0",null,"2021-01-10T15:53:00.000+0000","2021011015",8,16,14,24.59,170,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-10T09:12:00","FM-16","7","0.0","FZ:8 FG:2 |FG |","2021-01-10T16:12:00.000+0000",25,27,26,24.82,20,3,null,"FZ:8 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-10T19:45:00.000+0000","0.0","2021-01-10T16:50:00.000+0000","0.0","2021-01-10T18:00:00.000+0000",35,0,0,0,0,0,0,0,0,0,"2021-01-10T18:24:00.000+0000","2021-01-10T18:00:00.000+0000",2,2,0,0,null,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,762,748,1476,2145,2648,3044,3170,3186,3210,3251,3275,3315,3375,0.0004925137053003928,0.04989895874421001,0],["2021-01-10T23:00:00.000+0000","DCA",1,10,7,"2021-01-10 00:00:00","AA",19805,"N745VJ",11278,"VA",12953,"LGA","NY",1800,1902,62,62,1,4,"1800-1859",1920,1952,32,32,1,2,"1900-1959",0,0,214,1,0,0,0,0,32,2021,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",188978961836,"2021-01-10T23:00:00.000+0000","2021011021","2021-01-10T21:00:00.000+0000","2021011020","2021011019","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-01-10T15:52:00","FM-15","7","0.0",null,"2021-01-10T20:52:00.000+0000","2021011020",22,48,38,30.21,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-01-10T15:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000",19,42,34,30.18,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T00:20:00.000+0000","142.0","2021-01-10T19:56:00.000+0000","0.0","2021-01-10T21:24:00.000+0000",96,1,9.828125,0.203125,18.870967741935484,0.3870967741935484,21.952380952380953,0.47619047619047616,16.5,0.4166666666666667,"2021-01-11T00:02:00.000+0000","2021-01-11T00:00:00.000+0000",2,3,15,10,1.5,17,16,1.0625,19,19,1,25,22,1.1363636363636365,27,27,1,29,29,1,34,35,0.9714285714285714,44,47,0.9361702127659575,52,55,0.9454545454545454,60,62,0.967741935483871,63,62,1.0161290322580645,63,62,1.0161290322580645,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.007804133218819671,0.009699126198496767,0],["2021-01-10T23:00:00.000+0000","DCA",1,10,7,"2021-01-10 00:00:00","DL",19790,"N359NB",11278,"VA",11433,"DTW","MI",1824,1811,-13,0,0,-1,"1800-1859",2005,1933,-32,0,0,-2,"2000-2059",0,0,405,2,0,0,0,0,0,2021,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",197568772310,"2021-01-10T23:24:00.000+0000","2021011021","2021-01-10T21:24:00.000+0000","2021011020","2021011019","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-01-10T15:52:00","FM-15","7","0.0",null,"2021-01-10T20:52:00.000+0000","2021011020",22,48,38,30.21,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-10T15:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",24,36,32,29.57,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T01:05:00.000+0000","0.0","2021-01-10T20:41:00.000+0000","0.0","2021-01-10T22:14:00.000+0000",70,0,10.045454545454545,0.21212121212121213,19.34375,0.40625,22.5,0.5,8.3,0.3,"2021-01-10T23:11:00.000+0000","2021-01-10T23:00:00.000+0000",2,3,15,10,1.5,17,16,1.0625,19,19,1,25,22,1.1363636363636365,27,27,1,29,29,1,34,35,0.9714285714285714,44,47,0.9361702127659575,52,55,0.9454545454545454,60,62,0.967741935483871,63,62,1.0161290322580645,63,62,1.0161290322580645,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.007804133218819671,0.02546134919761326,0],["2021-01-10T23:00:00.000+0000","DCA",1,10,7,"2021-01-10 00:00:00","AS",19930,"N562AS",11278,"VA",14771,"SFO","CA",1830,1816,-14,0,0,-1,"1800-1859",2130,2051,-39,0,0,-2,"2100-2159",0,0,2442,10,0,0,0,0,0,2021,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York",68720754247,"2021-01-10T23:30:00.000+0000","2021011021","2021-01-10T21:30:00.000+0000","2021011020","2021011019","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-01-10T15:52:00","FM-15","7","0.0",null,"2021-01-10T20:52:00.000+0000","2021011020",22,48,38,30.21,290,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-10T12:56:00","FM-15","7","0.0",null,"2021-01-10T20:56:00.000+0000",42,55,49,30.25,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T05:30:00.000+0000","0.0","2021-01-10T17:30:00.000+0000","0.0","2021-01-10T22:30:00.000+0000",60,0,9.895522388059701,0.208955223880597,18.757575757575758,0.3939393939393939,21.52173913043478,0.4782608695652174,6.75,0.25,"2021-01-10T23:16:00.000+0000","2021-01-10T23:00:00.000+0000",2,3,15,10,1.5,17,16,1.0625,19,19,1,25,22,1.1363636363636365,27,27,1,29,29,1,34,35,0.9714285714285714,44,47,0.9361702127659575,52,55,0.9454545454545454,60,62,0.967741935483871,63,62,1.0161290322580645,63,62,1.0161290322580645,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.007804133218819671,0.01685893952188654,0],["2021-01-10T23:00:00.000+0000","HVN",1,10,7,"2021-01-10 00:00:00","YX",20452,"N116HQ",12244,"CT",14100,"PHL","PA",1800,1750,-10,0,0,-1,"1800-1859",1909,1857,-12,0,0,-1,"1900-1959",0,0,157,1,0,0,0,0,0,2021,"KHVN","HVN","Tweed New Haven Airport","New Haven","Connecticut","US",12,41.26369858,-72.88680267,"America/New_York",257698215562,"2021-01-10T23:00:00.000+0000","2021011021","2021-01-10T21:00:00.000+0000","2021011020","2021011019","72504514758","NEW HAVEN TWEED AIRPORT, CT US","1.8","41.259","-72.88911","2021-01-10T15:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000","2021011020",22,41,34,30.16,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-10T15:54:00","FM-15","7","0.0",null,"2021-01-10T20:54:00.000+0000",17,46,36,30.2,340,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T00:09:00.000+0000","0.0","2021-01-10T21:00:00.000+0000","0.0","2021-01-10T22:14:00.000+0000",46,0,0,0,0,0,0,0,0,0,"2021-01-10T22:50:00.000+0000","2021-01-10T22:00:00.000+0000",0,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.000033392960221532754,0.014371656062937348,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","UA",19977,"N66841",14107,"AZ",14771,"SFO","CA",1601,1552,-9,0,0,-1,"1600-1659",1705,1650,-15,0,0,-1,"1700-1759",0,0,651,3,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",68719671690,"2021-01-10T23:01:00.000+0000","2021011021","2021-01-10T21:01:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-10T12:56:00","FM-15","7","0.0",null,"2021-01-10T20:56:00.000+0000",42,55,49,30.25,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T01:05:00.000+0000","0.0","2021-01-10T15:30:00.000+0000","0.0","2021-01-10T21:05:00.000+0000",116,0,5.6117647058823525,0.052941176470588235,5.404109589041096,0.0547945205479452,4.372881355932203,0.06779661016949153,11.785714285714286,0.21428571428571427,"2021-01-10T22:52:00.000+0000","2021-01-10T22:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.01685893952188654,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","WN",19393,"N8303R",14107,"AZ",14679,"SAN","CA",1610,1634,24,24,1,1,"1600-1659",1620,1631,11,11,0,0,"1600-1659",0,0,304,2,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",77310433392,"2021-01-10T23:10:00.000+0000","2021011021","2021-01-10T21:10:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-10T12:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000",24,70,50,30.12,300,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T00:20:00.000+0000","0.0","2021-01-10T19:50:00.000+0000","0.0","2021-01-10T22:20:00.000+0000",50,0,5.514450867052023,0.05202312138728324,5.36734693877551,0.05442176870748299,4.161290322580645,0.06451612903225806,4,0.09090909090909091,"2021-01-10T23:34:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.010015606381076984,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","WN",19393,"N785SW",14107,"AZ",14057,"PDX","OR",1610,1608,-2,0,0,-1,"1600-1659",1755,1802,7,7,0,0,"1700-1759",0,0,1009,5,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",85900540418,"2021-01-10T23:10:00.000+0000","2021011021","2021-01-10T21:10:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPDX","PDX","Portland International Airport","Portland","Oregon","US",31,45.58869934,-122.5979996,"America/Los_Angeles","72698024229","PORTLAND INTERNATIONAL AIRPORT, OR US","6.7","45.59578","-122.60919","2021-01-10T13:09:00","FM-16","7","0.0","-DZ:01 |DZ |DZ","2021-01-10T21:09:00.000+0000",42,45,44,30.16,110,9,3,"-DZ:01 ","DZ ","DZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T01:55:00.000+0000","33.0","2021-01-08T16:55:00.000+0000","0.0","2021-01-08T22:10:00.000+0000",2940,1,5.514450867052023,0.05202312138728324,5.36734693877551,0.05442176870748299,4.161290322580645,0.06451612903225806,4,0.09090909090909091,"2021-01-10T23:08:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.00798001234087441,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","DL",19790,"N330NB",14107,"AZ",14747,"SEA","WA",1613,1607,-6,0,0,-1,"1600-1659",1825,1814,-11,0,0,-1,"1800-1859",0,0,1107,5,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",1300286,"2021-01-10T23:13:00.000+0000","2021011021","2021-01-10T21:13:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-10T12:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",43,48,46,29.75,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T02:25:00.000+0000","11.0","2021-01-10T19:20:00.000+0000","0.0","2021-01-10T22:03:00.000+0000",70,0,5.514450867052023,0.05202312138728324,5.36734693877551,0.05442176870748299,4.229508196721311,0.06557377049180328,4,0.09090909090909091,"2021-01-10T23:07:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.024352086269695063,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","DL",19790,"N1200K",14107,"AZ",13487,"MSP","MN",1627,1620,-7,0,0,-1,"1600-1659",2025,2025,0,0,0,0,"2000-2059",0,0,1276,6,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",111670318464,"2021-01-10T23:27:00.000+0000","2021011021","2021-01-10T21:27:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-10T14:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",23,28,26,29.4,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T02:25:00.000+0000","18.0","2021-01-10T18:40:00.000+0000","0.0","2021-01-10T22:02:00.000+0000",85,1,5.311475409836065,0.0546448087431694,5.140127388535032,0.05732484076433121,3.59375,0.0625,3.4705882352941178,0.11764705882352941,"2021-01-10T23:20:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.02390247119715781,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","WN",19393,"N8530W",14107,"AZ",12191,"HOU","TX",1635,1630,-5,0,0,-1,"1600-1659",2000,1943,-17,0,0,-2,"2000-2059",0,0,1020,5,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",111670109874,"2021-01-10T23:35:00.000+0000","2021011021","2021-01-10T21:35:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-10T15:13:00","FM-16","7","0.02","RA:02 BR:1 |RA |RA","2021-01-10T21:13:00.000+0000",36,40,38,30.11,30,15,2.5,"RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T02:00:00.000+0000","12.0","2021-01-10T20:10:00.000+0000","0.0","2021-01-10T22:05:00.000+0000",90,0,5.0890052356020945,0.05235602094240838,4.981481481481482,0.05555555555555555,3.23943661971831,0.056338028169014086,2.4583333333333335,0.08333333333333333,"2021-01-10T23:30:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.0088343452409949,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","AS",19930,"N224AK",14107,"AZ",14747,"SEA","WA",1635,1643,8,8,0,0,"1600-1659",1835,1840,5,5,0,0,"1800-1859",0,0,1107,5,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",60129916574,"2021-01-10T23:35:00.000+0000","2021011021","2021-01-10T21:35:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-10T12:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",43,48,46,29.75,290,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T02:35:00.000+0000","0.0","2021-01-10T19:50:00.000+0000","0.0","2021-01-10T22:40:00.000+0000",55,0,5.0890052356020945,0.05235602094240838,4.981481481481482,0.05555555555555555,3.23943661971831,0.056338028169014086,2.4583333333333335,0.08333333333333333,"2021-01-10T23:43:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.024352086269695063,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","WN",19393,"N566WN",14107,"AZ",14908,"SNA","CA",1640,1635,-5,0,0,-1,"1600-1659",1700,1641,-19,0,0,-2,"1700-1759",0,0,338,2,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",223339041107,"2021-01-10T23:40:00.000+0000","2021011021","2021-01-10T21:40:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-10T12:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",26,71,50,30.08,220,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T01:00:00.000+0000","0.0","2021-01-10T19:50:00.000+0000","0.0","2021-01-10T22:20:00.000+0000",80,0,5.565656565656566,0.05555555555555555,5.544378698224852,0.05917159763313609,4.72,0.06666666666666667,4.933333333333334,0.06666666666666667,"2021-01-10T23:35:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.004759288065263952,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","WN",19393,"N931WN",14107,"AZ",13487,"MSP","MN",1645,1642,-3,0,0,-1,"1600-1659",2050,2045,-5,0,0,-1,"2000-2059",0,0,1276,6,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",857452,"2021-01-10T23:45:00.000+0000","2021011021","2021-01-10T21:45:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSP","MSP","Minneapolis-St Paul International/Wold-Chamberlain Airport","Minneapolis","Minnesota","US",841,44.8819999695,-93.2218017578,"America/Chicago","72658014922","MINNEAPOLIS ST. PAUL INTERNATIONAL AIRPORT, MN US","254.5","44.88523","-93.23133","2021-01-10T14:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",23,28,26,29.4,null,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T02:50:00.000+0000","0.0","2021-01-10T17:25:00.000+0000","0.0","2021-01-10T20:50:00.000+0000",175,0,5.380487804878049,0.05365853658536585,5.36,0.05714285714285714,4.329268292682927,0.06097560975609756,4.138888888888889,0.05555555555555555,"2021-01-10T23:42:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.02390247119715781,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","DL",19790,"N343DN",14107,"AZ",11433,"DTW","MI",1645,1644,-1,0,0,-1,"1600-1659",2226,2225,-1,0,0,-1,"2200-2259",0,0,1671,7,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",68719669462,"2021-01-10T23:45:00.000+0000","2021011021","2021-01-10T21:45:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-10T15:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",24,36,32,29.57,250,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T03:26:00.000+0000","0.0","2021-01-10T17:55:00.000+0000","0.0","2021-01-10T22:22:00.000+0000",83,0,5.380487804878049,0.05365853658536585,5.36,0.05714285714285714,4.329268292682927,0.06097560975609756,4.138888888888889,0.05555555555555555,"2021-01-10T23:44:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.02546134919761326,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","WN",19393,"N8536Z",14107,"AZ",13342,"MKE","WI",1650,1649,-1,0,0,-1,"1600-1659",2105,2117,12,12,0,0,"2100-2159",0,0,1460,6,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",206159109796,"2021-01-10T23:50:00.000+0000","2021011021","2021-01-10T21:50:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T13:51:00","FM-15","7","0.0",null,"2021-01-10T20:51:00.000+0000","2021011020",18,65,45,28.97,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.9045","2021-01-10T14:52:00","FM-15","7","0.0",null,"2021-01-10T20:52:00.000+0000",19,31,27,29.53,250,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T03:05:00.000+0000","8.0","2021-01-10T19:00:00.000+0000","0.0","2021-01-10T22:55:00.000+0000",55,0,5.863207547169812,0.05660377358490566,5.955801104972376,0.06077348066298342,5.914634146341464,0.07317073170731707,6.72093023255814,0.06976744186046512,"2021-01-10T23:49:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.0038762878084077994,0],["2021-01-10T23:00:00.000+0000","PHX",1,10,7,"2021-01-10 00:00:00","UA",19977,"N47414",14107,"AZ",11292,"DEN","CO",1651,1644,-7,0,0,-1,"1600-1659",1838,1835,-3,0,0,-1,"1800-1859",0,0,602,3,0,0,0,0,0,2021,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix",77310664322,"2021-01-10T23:51:00.000+0000","2021011021","2021-01-10T21:51:00.000+0000","2021011020","2021011019","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-10T14:51:00","FM-15","7","0.0",null,"2021-01-10T21:51:00.000+0000","2021011021",18,65,45,28.95,360,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-10T13:53:00","FM-15","7","0.0",null,"2021-01-10T20:53:00.000+0000",23,29,27,24.73,160,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T01:38:00.000+0000","0.0","2021-01-10T20:53:00.000+0000","0.0","2021-01-10T22:50:00.000+0000",61,0,5.808411214953271,0.056074766355140186,5.890710382513661,0.060109289617486336,5.925,0.075,6.568181818181818,0.06818181818181818,"2021-01-10T23:44:00.000+0000","2021-01-10T23:00:00.000+0000",16,12,13,15,0.8666666666666667,35,34,1.0294117647058822,61,61,1,104,102,1.0196078431372548,138,139,0.9928057553956835,146,150,0.9733333333333334,159,161,0.9875776397515528,169,170,0.9941176470588236,170,170,1,170,170,1,170,170,1,170,170,1,758,826,1619,2381,3111,3977,4725,5453,6122,6625,7021,7147,7163,0.02722961443343419,0.04989895874421001,0],["2021-01-11T12:00:00.000+0000","OKC",1,11,1,"2021-01-11 00:00:00","OO",20304,"N135SY",13851,"OK",13930,"ORD","IL",600,736,96,96,1,6,"0600-0659",807,1000,113,113,1,7,"0800-0859",0,0,693,3,113,0,0,0,0,2021,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",42950273406,"2021-01-11T12:00:00.000+0000","2021011110","2021-01-11T10:00:00.000+0000","2021011109","2021011108","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-11T03:52:00","FM-15","7","0.0",null,"2021-01-11T09:52:00.000+0000","2021011109",24,30,28,28.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-11T03:51:00","FM-15","7","0.0",null,"2021-01-11T09:51:00.000+0000",18,22,21,29.55,250,8,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T14:07:00.000+0000","0.0","2021-01-10T23:50:00.000+0000","0.0","2021-01-11T02:18:00.000+0000",582,0,7.8,0.2,0,0,0,0,0,0,"2021-01-11T13:36:00.000+0000","2021-01-11T13:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,4,3,1.3333333333333333,8,8,1,10,10,1,506,14,41,86,124,192,265,530,1048,1651,2242,3000,3824,0.003339086680379341,0.03551113735875623,0],["2021-01-11T12:00:00.000+0000","OKC",1,11,1,"2021-01-11 00:00:00","DL",19790,"N945AT",13851,"OK",10397,"ATL","GA",600,554,-6,0,0,-1,"0600-0659",905,851,-14,0,0,-1,"0900-0959",0,0,761,4,0,0,0,0,0,2021,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",171799940781,"2021-01-11T12:00:00.000+0000","2021011110","2021-01-11T10:00:00.000+0000","2021011109","2021011108","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-11T03:52:00","FM-15","7","0.0",null,"2021-01-11T09:52:00.000+0000","2021011109",24,30,28,28.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-11T04:52:00","FM-15","7","0.0",null,"2021-01-11T09:52:00.000+0000",32,41,37,29.15,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T14:05:00.000+0000","0.0","2021-01-11T02:30:00.000+0000","0.0","2021-01-11T04:56:00.000+0000",424,0,7.8,0.2,0,0,0,0,0,0,"2021-01-11T11:54:00.000+0000","2021-01-11T11:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,4,3,1.3333333333333333,8,8,1,10,10,1,506,14,41,86,124,192,265,530,1048,1651,2242,3000,3824,0.003339086680379341,0.06086473773696765,0],["2021-01-11T12:00:00.000+0000","OKC",1,11,1,"2021-01-11 00:00:00","OO",20304,"N764SK",13851,"OK",11298,"DFW","TX",615,610,-5,0,0,-1,"0600-0659",736,722,-14,0,0,-1,"0700-0759",0,0,175,1,0,0,0,0,0,2021,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",206159553534,"2021-01-11T12:15:00.000+0000","2021011110","2021-01-11T10:15:00.000+0000","2021011109","2021011108","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-11T03:52:00","FM-15","7","0.0",null,"2021-01-11T09:52:00.000+0000","2021011109",24,30,28,28.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T04:15:00","FM-16","7","0.0",null,"2021-01-11T10:15:00.000+0000",32,36,34,29.72,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T13:36:00.000+0000","5.0","2021-01-11T02:45:00.000+0000","0.0","2021-01-11T04:04:00.000+0000",491,0,7.8,0.2,0,0,0,0,0,0,"2021-01-11T12:10:00.000+0000","2021-01-11T12:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,4,3,1.3333333333333333,8,8,1,10,10,1,506,14,41,86,124,192,265,530,1048,1651,2242,3000,3824,0.003339086680379341,0.05317469890719319,0],["2021-01-11T12:00:00.000+0000","OKC",1,11,1,"2021-01-11 00:00:00","YX",20452,"N113HQ",13851,"OK",11057,"CLT","NC",634,627,-7,0,0,-1,"0600-0659",1015,1022,7,7,0,0,"1000-1059",0,0,940,4,0,0,0,0,0,2021,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",137439638655,"2021-01-11T12:34:00.000+0000","2021011110","2021-01-11T10:34:00.000+0000","2021011109","2021011108","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-11T03:52:00","FM-15","7","0.0",null,"2021-01-11T09:52:00.000+0000","2021011109",24,30,28,28.99,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-11T04:52:00","FM-15","7","0.0",null,"2021-01-11T09:52:00.000+0000",29,35,33,29.46,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T15:15:00.000+0000","0.0","2021-01-10T22:00:00.000+0000","4.0","2021-01-11T01:02:00.000+0000",692,0,4,0.125,0,0,0,0,0,0,"2021-01-11T12:27:00.000+0000","2021-01-11T12:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,4,3,1.3333333333333333,8,8,1,10,10,1,506,14,41,86,124,192,265,530,1048,1651,2242,3000,3824,0.003339086680379341,0.03797957033883184,0],["2021-01-11T12:00:00.000+0000","OKC",1,11,1,"2021-01-11 00:00:00","OO",20304,"N728SK",13851,"OK",14107,"PHX","AZ",655,647,-8,0,0,-1,"0600-0659",846,801,-45,0,0,-2,"0800-0859",0,0,833,4,0,0,0,0,0,2021,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago",77310664232,"2021-01-11T12:55:00.000+0000","2021011110","2021-01-11T10:55:00.000+0000","2021011109","2021011108","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-11T04:52:00","FM-15","7","0.0",null,"2021-01-11T10:52:00.000+0000","2021011110",23,30,28,28.98,340,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-11T03:51:00","FM-15","7","0.0",null,"2021-01-11T10:51:00.000+0000",21,48,37,29,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T15:46:00.000+0000","0.0","2021-01-11T02:48:00.000+0000","0.0","2021-01-11T05:10:00.000+0000",465,0,4,0.125,0,0,0,0,0,0,"2021-01-11T12:47:00.000+0000","2021-01-11T12:00:00.000+0000",4,5,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,4,3,1.3333333333333333,8,8,1,10,10,1,506,14,41,86,124,192,265,530,1048,1651,2242,3000,3824,0.003339086680379341,0.02722961443343419,0],["2021-01-11T12:00:00.000+0000","PIA",1,11,1,"2021-01-11 00:00:00","YV",20378,"N917FJ",14108,"IL",11298,"DFW","TX",638,629,-9,0,0,-1,"0600-0659",907,908,1,1,0,0,"0900-0959",0,0,672,3,0,0,0,0,0,2021,"KPIA","PIA","Greater Peoria Regional Airport","Peoria","Illinois","US",660,40.6641998291,-89.6932983398,"America/Chicago",137440118691,"2021-01-11T12:38:00.000+0000","2021011110","2021-01-11T10:38:00.000+0000","2021011109","2021011108","72532014842","GENERAL WAYNE A. DOWNING INTERNATIONAL AIRPORT, IL US","199.7","40.66747","-89.68418","2021-01-11T03:54:00","FM-15","7","0.0",null,"2021-01-11T09:54:00.000+0000","2021011109",21,25,24,29.61,210,5,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T04:15:00","FM-16","7","0.0",null,"2021-01-11T10:15:00.000+0000",32,36,34,29.72,310,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T15:07:00.000+0000","46.0","2021-01-11T00:45:00.000+0000","46.0","2021-01-11T02:46:00.000+0000",592,1,138,1,0,0,0,0,0,0,"2021-01-11T12:29:00.000+0000","2021-01-11T12:00:00.000+0000",3,1,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,0,0,null,1,0,null,1,0,null,1,0,null,1,1,1,2,1,2,506,14,41,86,124,192,265,530,1048,1651,2242,3000,3824,0.0005925477259776933,0.05317469890719319,0],["2021-01-11T13:00:00.000+0000","SEA",1,11,1,"2021-01-11 00:00:00","UA",19977,"N899UA",14747,"WA",11292,"DEN","CO",515,510,-5,0,0,-1,"0001-0559",856,839,-17,0,0,-2,"0800-0859",0,0,1024,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",257698215484,"2021-01-11T13:15:00.000+0000","2021011111","2021-01-11T11:15:00.000+0000","2021011110","2021011109","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-11T02:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000","2021011110",35,45,41,29.68,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-11T03:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000",10,22,18,24.72,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T15:56:00.000+0000","1.0","2021-01-10T21:00:00.000+0000","0.0","2021-01-11T00:07:00.000+0000",788,0,1.3884892086330936,0.03597122302158273,1.4102564102564104,0.02564102564102564,0,0,0,0,"2021-01-11T13:10:00.000+0000","2021-01-11T13:00:00.000+0000",10,4,0,0,null,0,0,null,0,0,null,8,11,0.7272727272727273,16,15,1.0666666666666667,39,39,1,39,39,1,64,67,0.9552238805970149,74,73,1.0136986301369864,97,98,0.9897959183673469,111,111,1,140,140,1,682,126,140,167,212,250,318,391,656,1174,1777,2368,3126,0.024352086269695063,0.04989895874421001,0],["2021-01-11T13:00:00.000+0000","SEA",1,11,1,"2021-01-11 00:00:00","AA",19805,"N895NN",14747,"WA",11298,"DFW","TX",535,524,-11,0,0,-1,"0001-0559",1137,1116,-21,0,0,-2,"1100-1159",0,0,1660,7,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",128849362852,"2021-01-11T13:35:00.000+0000","2021011111","2021-01-11T11:35:00.000+0000","2021011110","2021011109","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-11T02:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000","2021011110",35,45,41,29.68,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T04:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000",33,36,35,29.71,330,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:37:00.000+0000","2.0","2021-01-11T01:05:00.000+0000","0.0","2021-01-11T05:46:00.000+0000",469,0,1.3387096774193548,0.03225806451612903,2.130434782608696,0.043478260869565216,0,0,0,0,"2021-01-11T13:24:00.000+0000","2021-01-11T13:00:00.000+0000",10,4,0,0,null,0,0,null,0,0,null,8,11,0.7272727272727273,16,15,1.0666666666666667,39,39,1,39,39,1,64,67,0.9552238805970149,74,73,1.0136986301369864,97,98,0.9897959183673469,111,111,1,140,140,1,682,126,140,167,212,250,318,391,656,1174,1777,2368,3126,0.024352086269695063,0.05317469890719319,0],["2021-01-11T13:00:00.000+0000","SEA",1,11,1,"2021-01-11 00:00:00","AA",19805,"N989AU",14747,"WA",14107,"PHX","AZ",537,528,-9,0,0,-1,"0001-0559",937,915,-22,0,0,-2,"0900-0959",0,0,1107,5,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",25770404163,"2021-01-11T13:37:00.000+0000","2021011111","2021-01-11T11:37:00.000+0000","2021011110","2021011109","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-11T02:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000","2021011110",35,45,41,29.68,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-11T03:51:00","FM-15","7","0.0",null,"2021-01-11T10:51:00.000+0000",21,48,37,29,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T16:37:00.000+0000","0.0","2021-01-11T02:05:00.000+0000","0.0","2021-01-11T09:03:00.000+0000",274,0,1.371900826446281,0.03305785123966942,2.227272727272727,0.045454545454545456,0,0,0,0,"2021-01-11T13:28:00.000+0000","2021-01-11T13:00:00.000+0000",10,4,0,0,null,0,0,null,0,0,null,8,11,0.7272727272727273,16,15,1.0666666666666667,39,39,1,39,39,1,64,67,0.9552238805970149,74,73,1.0136986301369864,97,98,0.9897959183673469,111,111,1,140,140,1,682,126,140,167,212,250,318,391,656,1174,1777,2368,3126,0.024352086269695063,0.02722961443343419,0],["2021-01-11T13:00:00.000+0000","SEA",1,11,1,"2021-01-11 00:00:00","WN",19393,"N268WN",14747,"WA",13796,"OAK","CA",545,541,-4,0,0,-1,"0001-0559",750,742,-8,0,0,-1,"0700-0759",0,0,672,3,0,0,0,0,0,2021,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles",206159725227,"2021-01-11T13:45:00.000+0000","2021011111","2021-01-11T11:45:00.000+0000","2021011110","2021011109","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-11T02:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000","2021011110",35,45,41,29.68,150,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOAK","OAK","Metropolitan Oakland International Airport","Oakland","California","US",9,37.7212982178,-122.2210006714,"America/Los_Angeles","72493023230","OAKLAND INTERNATIONAL AIRPORT, CA US","1.5","37.7178","-122.23301","2021-01-11T02:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000",39,47,43,30.18,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T15:50:00.000+0000","0.0","2021-01-11T02:05:00.000+0000","0.0","2021-01-11T04:20:00.000+0000",565,0,1.1008403361344539,0.025210084033613446,2.3333333333333335,0.047619047619047616,0,0,0,0,"2021-01-11T13:41:00.000+0000","2021-01-11T13:00:00.000+0000",10,4,0,0,null,0,0,null,0,0,null,8,11,0.7272727272727273,16,15,1.0666666666666667,39,39,1,39,39,1,64,67,0.9552238805970149,74,73,1.0136986301369864,97,98,0.9897959183673469,111,111,1,140,140,1,682,126,140,167,212,250,318,391,656,1174,1777,2368,3126,0.024352086269695063,0.005897437334667352,0],["2021-01-11T13:00:00.000+0000","SMF",1,11,1,"2021-01-11 00:00:00","UA",19977,"N77430",14893,"CA",11292,"DEN","CO",530,520,-10,0,0,-1,"0001-0559",850,840,-10,0,0,-1,"0800-0859",0,0,909,4,0,0,0,0,0,2021,"KSMF","SMF","Sacramento International Airport","Sacramento","California","US",27,38.695400238,-121.591003418,"America/Los_Angeles",77310411968,"2021-01-11T13:30:00.000+0000","2021011111","2021-01-11T11:30:00.000+0000","2021011110","2021011109","72483993225","SACRAMENTO METROPOLITAN AIRPORT, CA US","7.5","38.70069","-121.59479","2021-01-11T03:11:00","FM-16","7","0.0","BR:1 ||","2021-01-11T11:11:00.000+0000","2021011111",38,38,38,30.24,0,0,2,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-11T03:53:00","FM-15","7","0.0",null,"2021-01-11T10:53:00.000+0000",10,22,18,24.72,220,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T15:50:00.000+0000","40.0","2021-01-11T03:00:00.000+0000","22.0","2021-01-11T05:40:00.000+0000",470,1,7.666666666666667,0.08333333333333333,0,0,0,0,0,0,"2021-01-11T13:20:00.000+0000","2021-01-11T13:00:00.000+0000",4,1,0,0,null,0,0,null,0,0,null,1,1,1,1,1,1,2,1,2,4,3,1.3333333333333333,7,7,1,13,13,1,18,17,1.0588235294117647,21,22,0.9545454545454546,26,26,1,682,126,140,167,212,250,318,391,656,1174,1777,2368,3126,0.006825443714971051,0.04989895874421001,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","NK",20416,"N902NK",11298,"TX",14107,"PHX","AZ",1000,954,-6,0,0,-1,"1000-1059",1201,1135,-26,0,0,-2,"1200-1259",0,0,868,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698819124,"2021-01-11T16:00:00.000+0000","2021011114","2021-01-11T14:00:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-11T06:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",21,49,38,29.01,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:01:00.000+0000","0.0","2021-01-10T13:05:00.000+0000","0.0","2021-01-10T16:23:00.000+0000",1417,0,4.119047619047619,0.10714285714285714,1.25,0.05,1.25,0.05,2.5,0.1,"2021-01-11T15:54:00.000+0000","2021-01-11T15:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.02722961443343419,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N976NN",11298,"TX",13930,"ORD","IL",1015,1017,2,2,0,0,"1000-1059",1244,1237,-7,0,0,-1,"1200-1259",0,0,801,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",60130875360,"2021-01-11T16:15:00.000+0000","2021011114","2021-01-11T14:15:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-11T07:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",19,24,22,29.55,250,10,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:44:00.000+0000","0.0","2021-01-11T12:15:00.000+0000","0.0","2021-01-11T15:15:00.000+0000",60,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:17:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.03551113735875623,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N561UW",11298,"TX",11057,"CLT","NC",1015,1012,-3,0,0,-1,"1000-1059",1344,1323,-21,0,0,-2,"1300-1359",0,0,936,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",25770632370,"2021-01-11T16:15:00.000+0000","2021011114","2021-01-11T14:15:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCLT","CLT","Charlotte Douglas International Airport","Charlotte","North Carolina","US",748,35.2140007019,-80.9430999756,"America/New_York","72314013881","CHARLOTTE DOUGLAS AIRPORT, NC US","222.6","35.22254","-80.95433","2021-01-11T08:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",33,39,37,29.49,0,0,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:44:00.000+0000","0.0","2021-01-11T12:35:00.000+0000","0.0","2021-01-11T15:13:00.000+0000",62,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:12:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.03797957033883184,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N299JJ",11298,"TX",12448,"JAN","MS",1015,1011,-4,0,0,-1,"1000-1059",1149,1133,-16,0,0,-2,"1100-1159",0,0,408,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",25770635341,"2021-01-11T16:15:00.000+0000","2021011114","2021-01-11T14:15:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAN","JAN","Jackson Evers International Airport","Jackson","Mississippi","US",346,32.3111991882,-90.0758972168,"America/Chicago","72235003940","JACKSON INTERNATIONAL AIRPORT, MS US","90.2","32.31982","-90.07778","2021-01-11T07:54:00","FM-15","7","0.01",null,"2021-01-11T13:54:00.000+0000",32,34,33,29.92,360,8,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:49:00.000+0000","0.0","2021-01-11T12:59:00.000+0000","0.0","2021-01-11T15:50:00.000+0000",25,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:11:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0008912630979300215,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N292NN",11298,"TX",10868,"CAE","SC",1015,1014,-1,0,0,-1,"1000-1059",1336,1323,-13,0,0,-1,"1300-1359",0,0,922,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",188979080913,"2021-01-11T16:15:00.000+0000","2021011114","2021-01-11T14:15:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCAE","CAE","Columbia Metropolitan Airport","Columbia","South Carolina","US",236,33.9388008118,-81.1194992065,"America/New_York","72310013883","COLUMBIA METROPOLITAN AIRPORT, SC US","68.3","33.94225","-81.11802","2021-01-11T08:56:00","FM-15","7","0.0","BC:3 FG:2 |FG |","2021-01-11T13:56:00.000+0000",33,38,36,30.05,90,3,10,"BC:3 FG:2 ","FG ","",0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,"2021-01-11T18:36:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:20:00.000+0000",55,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:14:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.001013714233168689,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N750UW",11298,"TX",10821,"BWI","MD",1019,1017,-2,0,0,-1,"1000-1059",1413,1348,-25,0,0,-2,"1400-1459",0,0,1217,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",231928322784,"2021-01-11T16:19:00.000+0000","2021011114","2021-01-11T14:19:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBWI","BWI","Baltimore/Washington International Thurgood Marshal Airport","Baltimore","Maryland","US",146,39.17539978,-76.66829681,"America/New_York","72406093721","BALTIMORE WASHINGTON INTERNATIONAL AIRPORT, MD US","42.0","39.17329","-76.68408","2021-01-11T08:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",25,31,29,30.17,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:13:00.000+0000","0.0","2021-01-10T22:01:00.000+0000","0.0","2021-01-11T01:35:00.000+0000",884,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:17:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.014276830762040374,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N200NN",11298,"TX",11986,"GRR","MI",1019,1024,5,5,0,0,"1000-1059",1355,1355,0,0,0,0,"1300-1359",0,0,931,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180388967020,"2021-01-11T16:19:00.000+0000","2021011114","2021-01-11T14:19:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRR","GRR","Gerald R. Ford International Airport","Grand Rapids","Michigan","US",794,42.88079834,-85.52279663,"America/New_York","72635094860","GRAND RAPIDS GERALD R FORD INTERNATIONAL AIRPORT, MI US","240.3","42.8821","-85.52297","2021-01-11T08:53:00","FM-15","7","0.0","HZ:7 |FU |HZ","2021-01-11T13:53:00.000+0000",23,29,27,29.35,250,13,6,"HZ:7 ","FU ","HZ",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:55:00.000+0000","0.0","2021-01-08T20:04:00.000+0000","0.0","2021-01-08T23:25:00.000+0000",3894,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:24:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.002774563217600324,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N248NN",11298,"TX",12217,"HSV","AL",1019,1016,-3,0,0,-1,"1000-1059",1209,1157,-12,0,0,-1,"1200-1259",0,0,603,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",25770997355,"2021-01-11T16:19:00.000+0000","2021011114","2021-01-11T14:19:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHSV","HSV","Huntsville International Carl T Jones Field","Huntsville","Alabama","US",629,34.6371994019,-86.775100708,"America/Chicago","72323003856","HUNTSVILLE INTNL AIRPORT, AL US","190.0","34.64406","-86.78615","2021-01-11T08:08:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-11T14:08:00.000+0000",31,32,32,29.59,350,3,1.5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-11T18:09:00.000+0000","0.0","2021-01-09T23:45:00.000+0000","0.0","2021-01-10T01:15:00.000+0000",2344,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:16:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0011744026963212357,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N247NN",11298,"TX",15016,"STL","MO",1019,1015,-4,0,0,-1,"1000-1059",1208,1158,-10,0,0,-1,"1200-1259",0,0,550,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",94489539915,"2021-01-11T16:19:00.000+0000","2021011114","2021-01-11T14:19:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSTL","STL","Lambert St Louis International Airport","St Louis","Missouri","US",618,38.7486991882,-90.3700027466,"America/Chicago","72434013994","ST LOUIS LAMBERT INTERNATIONAL AIRPORT, MO US","162.0","38.75246","-90.37342","2021-01-11T07:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",20,28,25,29.61,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:08:00.000+0000","0.0","2021-01-11T13:15:00.000+0000","0.0","2021-01-11T15:35:00.000+0000",44,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:15:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00807098964980818,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N722US",11298,"TX",12339,"IND","IN",1019,1015,-4,0,0,-1,"1000-1059",1329,1313,-16,0,0,-2,"1300-1359",0,0,761,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",111669917496,"2021-01-11T16:19:00.000+0000","2021011114","2021-01-11T14:19:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIND","IND","Indianapolis International Airport","Indianapolis","Indiana","US",797,39.717300415,-86.2944030762,"America/New_York","72438093819","INDIANAPOLIS INTERNATIONAL AIRPORT, IN US","241.3","39.72515","-86.2816","2021-01-11T08:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",20,25,23,29.45,270,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:29:00.000+0000","30.0","2021-01-10T21:20:00.000+0000","29.0","2021-01-10T23:24:00.000+0000",1015,1,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:15:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.006049868830697879,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N947LR",11298,"TX",15412,"TYS","TN",1019,1027,8,8,0,0,"1000-1059",1322,1344,22,22,1,1,"1300-1359",0,0,771,4,0,0,14,0,8,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",77309447193,"2021-01-11T16:19:00.000+0000","2021011114","2021-01-11T14:19:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTYS","TYS","McGhee Tyson Airport","Knoxville","Tennessee","US",981,35.81100082,-83.9940033,"America/New_York","72326013891","KNOXVILLE AIRPORT, TN US","295.8","35.81801","-83.98573","2021-01-11T09:17:00","FM-16","7","0.0","-SN:03 BR:1 |SN |","2021-01-11T14:17:00.000+0000",32,34,33,29.25,0,0,5,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-11T18:22:00.000+0000","0.0","2021-01-11T14:00:00.000+0000","0.0","2021-01-11T15:19:00.000+0000",60,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:27:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0019890854068811115,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N202NN",11298,"TX",13485,"MSN","WI",1020,1014,-6,0,0,-1,"1000-1059",1239,1242,3,3,0,0,"1200-1259",0,0,821,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",206159032037,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSN","MSN","Dane County Regional Truax Field","Madison","Wisconsin","US",887,43.1399002075,-89.3375015259,"America/Chicago","72641014837","MADISON DANE CO REGIONAL AIRPORT, WI US","261.7","43.14069","-89.34521","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",21,23,22,29.28,null,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:39:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:23:00.000+0000",57,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:14:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0015846685589095855,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N903FJ",11298,"TX",14457,"RAP","SD",1020,1019,-1,0,0,-1,"1000-1059",1146,1128,-18,0,0,-2,"1100-1159",0,0,835,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",51540014211,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRAP","RAP","Rapid City Regional Airport","Rapid City","South Dakota","US",3204,44.04529953,-103.0569992065,"America/Denver","72662024090","RAPID CITY REGIONAL AIRPORT, SD US","963.8","44.04582","-103.05442","2021-01-11T06:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",14,25,22,26.8,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:46:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:39:00.000+0000",41,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:19:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.001046801627580141,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N265NN",11298,"TX",12945,"LEX","KY",1020,1015,-5,0,0,-1,"1000-1059",1332,1341,9,9,0,0,"1300-1359",0,0,785,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",120259655608,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLEX","LEX","Blue Grass Airport","Lexington","Kentucky","US",979,38.0364990234,-84.6059036255,"America/New_York","72422093820","LEXINGTON BLUEGRASS AIRPORT, KY US","293.2","38.03391","-84.61138","2021-01-11T08:54:00","FM-15","7","0.0","BR:1 ||","2021-01-11T13:54:00.000+0000",22,24,23,29.26,0,0,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:32:00.000+0000","0.0","2021-01-11T13:23:00.000+0000","0.0","2021-01-11T15:35:00.000+0000",45,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:15:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0013424706733744438,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N160AN",11298,"TX",14100,"PHL","PA",1020,1014,-6,0,0,-1,"1000-1059",1427,1359,-28,0,0,-2,"1400-1459",0,0,1303,6,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",8589990526,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHL","PHL","Philadelphia International Airport","Philadelphia","Pennsylvania","US",36,39.8718986511,-75.2410964966,"America/New_York","72408013739","PHILADELPHIA INTERNATIONAL AIRPORT, PA US","2.1","39.87326","-75.22681","2021-01-11T08:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",27,32,30,30.32,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:27:00.000+0000","0.0","2021-01-11T13:30:00.000+0000","0.0","2021-01-11T14:43:00.000+0000",97,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:14:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.014371656062937348,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N703UW",11298,"TX",10397,"ATL","GA",1020,1033,13,13,0,0,"1000-1059",1327,1329,2,2,0,0,"1300-1359",0,0,731,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799181553,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-11T08:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",32,42,38,29.16,60,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:27:00.000+0000","1.0","2021-01-11T13:45:00.000+0000","0.0","2021-01-11T15:30:00.000+0000",50,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:33:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.06086473773696765,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N228NN",11298,"TX",10994,"CHS","SC",1020,1017,-3,0,0,-1,"1000-1059",1352,1343,-9,0,0,-1,"1300-1359",0,0,987,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",231928320092,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCHS","CHS","Charleston Air Force Base-International Airport","Charleston","South Carolina","US",46,32.89860153,-80.04049683,"America/New_York","72208013880","CHARLESTON INTL. AIRPORT, SC US","11.8","32.89945","-80.0407","2021-01-11T08:56:00","FM-15","7","0.0",null,"2021-01-11T13:56:00.000+0000",40,47,44,30.23,40,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:52:00.000+0000","0.0","2021-01-11T13:26:00.000+0000","0.0","2021-01-11T15:16:00.000+0000",64,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:17:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0034629715278058845,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N246NN",11298,"TX",14524,"RIC","VA",1020,1017,-3,0,0,-1,"1000-1059",1410,1359,-11,0,0,-1,"1400-1459",0,0,1158,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",231929504044,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRIC","RIC","Richmond International Airport","Richmond","Virginia","US",167,37.5051994324,-77.3197021484,"America/New_York","72401013740","RICHMOND INTERNATIONAL AIRPORT, VA US","50.7","37.51154","-77.32338","2021-01-11T08:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",30,33,32,30.16,200,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:10:00.000+0000","0.0","2021-01-11T13:30:00.000+0000","0.0","2021-01-11T15:21:00.000+0000",59,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:17:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0024147145668092884,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N950NN",11298,"TX",10721,"BOS","MA",1020,1016,-4,0,0,-1,"1000-1059",1458,1438,-20,0,0,-2,"1400-1459",0,0,1562,7,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",137440001009,"2021-01-11T16:20:00.000+0000","2021011114","2021-01-11T14:20:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBOS","BOS","General Edward Lawrence Logan International Airport","Boston","Massachusetts","US",20,42.36429977,-71.00520325,"America/New_York","72509014739","BOSTON, MA US","3.2","42.36057","-71.00975","2021-01-11T08:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",21,29,26,30.28,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:58:00.000+0000","0.0","2021-01-10T22:47:00.000+0000","0.0","2021-01-11T01:44:00.000+0000",876,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.25,0.05,0,0,"2021-01-11T16:16:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.012432786085475737,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N119NN",11298,"TX",14831,"SJC","CA",1023,1017,-6,0,0,-1,"1000-1059",1221,1146,-35,0,0,-2,"1200-1259",0,0,1438,6,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389497989,"2021-01-11T16:23:00.000+0000","2021011114","2021-01-11T14:23:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSJC","SJC","Norman Y. Mineta San Jose International Airport","San Jose","California","US",62,37.3625984192,-121.9290008545,"America/Los_Angeles","72494523293","SAN JOSE, CA US","15.0","37.35938","-121.92444","2021-01-11T05:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",38,41,40,30.21,140,6,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:21:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:19:00.000+0000",64,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:17:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.005429040729677161,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N716UW",11298,"TX",11433,"DTW","MI",1024,1021,-3,0,0,-1,"1000-1059",1403,1356,-7,0,0,-1,"1400-1459",0,0,986,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799822070,"2021-01-11T16:24:00.000+0000","2021011114","2021-01-11T14:24:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDTW","DTW","Detroit Metropolitan Wayne County Airport","Detroit","Michigan","US",645,42.2123985291,-83.3534011841,"America/New_York","72537094847","DETROIT METRO AIRPORT, MI US","191.9","42.23113","-83.33121","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",21,29,26,29.53,230,10,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:03:00.000+0000","32.0","2021-01-10T22:31:00.000+0000","43.0","2021-01-10T23:50:00.000+0000",994,1,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:21:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.02546134919761326,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N801NN",11298,"TX",12264,"IAD","VA",1024,1019,-5,0,0,-1,"1000-1059",1413,1348,-25,0,0,-2,"1400-1459",0,0,1172,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799710709,"2021-01-11T16:24:00.000+0000","2021011114","2021-01-11T14:24:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAD","IAD","Washington Dulles International Airport","Dulles","Virginia","US",312,38.94449997,-77.45580292,"America/New_York","72403093738","WASHINGTON DULLES INTERNATIONAL AIRPORT, VA US","89.5","38.93485","-77.44728","2021-01-11T08:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",24,30,28,29.98,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:13:00.000+0000","0.0","2021-01-11T12:35:00.000+0000","0.0","2021-01-11T15:26:00.000+0000",58,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:19:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00909745843772686,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N288NN",11298,"TX",12992,"LIT","AR",1025,1022,-3,0,0,-1,"1000-1059",1146,1140,-6,0,0,-1,"1100-1159",0,0,304,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209376128,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLIT","LIT","Adams Field","Little Rock","Arkansas","US",262,34.7294006348,-92.2242965698,"America/Chicago","72340313963","LITTLE ROCK AIRPORT ADAMS FIELD, AR US","76.4","34.72727","-92.2358","2021-01-11T07:53:00","FM-15","7","0.0","-SN:03 BR:1 |SN |","2021-01-11T13:53:00.000+0000",24,33,30,30.13,350,7,4,"-SN:03 BR:1 ","SN ","",0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,"2021-01-11T17:46:00.000+0000","0.0","2021-01-11T14:00:00.000+0000","0.0","2021-01-11T15:31:00.000+0000",54,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:22:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0019538372817938967,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N738SK",11298,"TX",15249,"TLH","FL",1025,1025,0,0,0,0,"1000-1059",1340,1324,-16,0,0,-2,"1300-1359",0,0,767,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103079651131,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTLH","TLH","Tallahassee Regional Airport","Tallahassee","Florida","US",81,30.3964996338,-84.3503036499,"America/New_York","72214093805","TALLAHASSEE REGIONAL AIRPORT, FL US","17.1","30.39354","-84.35136","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",41,44,43,30.14,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:40:00.000+0000","0.0","2021-01-11T12:07:00.000+0000","0.0","2021-01-11T15:10:00.000+0000",75,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:25:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0009209840299273285,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N207AN",11298,"TX",10781,"BTR","LA",1025,1022,-3,0,0,-1,"1000-1059",1153,1146,-7,0,0,-1,"1100-1159",0,0,383,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",206159257499,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBTR","BTR","Baton Rouge Metropolitan Ryan Field","Baton Rouge","Louisiana","US",70,30.53319931,-91.14959717,"America/Chicago","72232013970","BATON ROUGE METRO AIRPORT, LA US","20.4","30.53782","-91.14681","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",35,38,37,30.18,340,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:53:00.000+0000","0.0","2021-01-11T14:00:00.000+0000","0.0","2021-01-11T15:35:00.000+0000",50,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:22:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0009956339276637782,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N858AE",11298,"TX",13061,"LRD","TX",1025,1027,2,2,0,0,"1000-1059",1204,1155,-9,0,0,-1,"1200-1259",0,0,396,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",282340,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLRD","LRD","Laredo International Airport","Laredo","Texas","US",508,27.543800354,-99.4616012573,"America/Chicago","72252012907","LAREDO INTERNATIONAL AIRPORT, TX US","150.6","27.53333","-99.46667","2021-01-11T07:56:00","FM-15","7","0.0",null,"2021-01-11T13:56:00.000+0000",30,32,31,29.93,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:04:00.000+0000","0.0","2021-01-11T14:08:00.000+0000","0.0","2021-01-11T15:16:00.000+0000",69,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:27:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00035750507053922836,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N989NN",11298,"TX",12094,"HDN","CO",1025,1019,-6,0,0,-1,"1000-1059",1157,1130,-27,0,0,-2,"1100-1159",0,0,769,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389619870,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHDN","HDN","Yampa Valley Airport","Hayden","Colorado","US",6606,40.48120117,-107.2180023,"America/Denver","72571094025","HAYDEN YAMPA VALLEY AIRPORT, CO US","2011.7","40.48111","-107.2175","2021-01-11T06:56:00","FM-15","7","0.0",null,"2021-01-11T13:56:00.000+0000",-4,1,0,23.81,100,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:57:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:08:00.000+0000",77,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:19:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0003579617701797237,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N679AE",11298,"TX",11612,"EVV","IN",1025,1022,-3,0,0,-1,"1000-1059",1224,1227,3,3,0,0,"1200-1259",0,0,642,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103080452159,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KEVV","EVV","Evansville Regional Airport","Evansville","Indiana","US",418,38.0369987488,-87.5324020386,"America/Chicago","72432093817","EVANSVILLE REGIONAL AIRPORT, IN US","122.5","38.05015","-87.51465","2021-01-11T07:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",18,27,24,29.97,350,3,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:24:00.000+0000","0.0","2021-01-11T13:30:00.000+0000","0.0","2021-01-11T15:24:00.000+0000",61,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:22:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0006612168952122852,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N751UW",11298,"TX",12266,"IAH","TX",1025,1019,-6,0,0,-1,"1000-1059",1141,1124,-17,0,0,-2,"1100-1159",0,0,224,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",197568774412,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KIAH","IAH","George Bush Intercontinental Houston Airport","Houston","Texas","US",97,29.9843997955,-95.3414001465,"America/Chicago","72243012960","HOUSTON INTERCONTINENTAL AIRPORT, TX US","27.5","29.98438","-95.36072","2021-01-11T08:21:00","FM-16","7","0.0",null,"2021-01-11T14:21:00.000+0000",32,36,34,30.29,340,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:41:00.000+0000","0.0","2021-01-11T12:30:00.000+0000","0.0","2021-01-11T15:35:00.000+0000",50,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:19:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.02035804439442713,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N759EV",11298,"TX",14696,"SBN","IN",1025,1024,-1,0,0,-1,"1000-1059",1352,1359,7,7,0,0,"1300-1359",0,0,846,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",34360226689,"2021-01-11T16:25:00.000+0000","2021011114","2021-01-11T14:25:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBN","SBN","South Bend Regional Airport","South Bend","Indiana","US",799,41.7086982727,-86.3172988892,"America/Indiana/Indianapolis","72535014848","SOUTH BEND AIRPORT, IN US","235.4","41.70722","-86.31628","2021-01-11T08:54:00","FM-15","7","0.0","BR:1 ||","2021-01-11T13:54:00.000+0000",20,23,22,29.46,250,8,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:52:00.000+0000","0.0","2021-01-11T13:21:00.000+0000","0.0","2021-01-11T15:25:00.000+0000",60,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:24:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0012391829215694405,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N927LR",11298,"TX",13158,"MAF","TX",1027,1026,-1,0,0,-1,"1000-1059",1146,1209,23,23,1,1,"1100-1159",0,0,309,2,0,0,23,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180388970007,"2021-01-11T16:27:00.000+0000","2021011114","2021-01-11T14:27:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMAF","MAF","Midland International Airport","Midland","Texas","US",2871,31.9424991608,-102.202003479,"America/Chicago","72265023023","MIDLAND INTERNATIONAL AIRPORT, TX US","872.4","31.94754","-102.20859","2021-01-11T08:24:00","FM-16","7","0.0","BR:1 ||","2021-01-11T14:24:00.000+0000",23,24,24,27.4,320,3,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:46:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:34:00.000+0000",53,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:26:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0014673901836782645,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N852AE",11298,"TX",11111,"COU","MO",1029,1029,0,0,0,0,"1000-1059",1212,1159,-13,0,0,-1,"1200-1259",0,0,489,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",111670318501,"2021-01-11T16:29:00.000+0000","2021011114","2021-01-11T14:29:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCOU","COU","Columbia Regional Airport","Columbia","Missouri","US",889,38.8180999756,-92.2195968628,"America/Chicago","72445003945","COLUMBIA REGIONAL AIRPORT, MO US","272.2","38.81704","-92.21475","2021-01-11T07:54:00","FM-15","6","0.0",null,"2021-01-11T13:54:00.000+0000",24,31,29,29.39,280,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:12:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:22:00.000+0000",67,0,4.0602409638554215,0.10843373493975904,1.25,0.05,1.3157894736842106,0.05263157894736842,0,0,"2021-01-11T16:29:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0001929328237000326,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N911FJ",11298,"TX",14689,"SBA","CA",1030,1027,-3,0,0,-1,"1000-1059",1209,1132,-37,0,0,-2,"1200-1259",0,0,1316,6,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518369413,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSBA","SBA","Santa Barbara Municipal Airport","Santa Barbara","California","US",13,34.42620087,-119.8399963,"America/Los_Angeles","72392523190","SANTA BARBARA MUNICIPAL AIRPORT, CA US","2.5","34.4241","-119.84249","2021-01-11T05:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",31,36,34,30.16,320,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:09:00.000+0000","0.0","2021-01-11T13:05:00.000+0000","0.0","2021-01-11T15:40:00.000+0000",50,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:27:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0007254317109080672,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N152AA",11298,"TX",11292,"DEN","CO",1030,1026,-4,0,0,-1,"1000-1059",1141,1122,-19,0,0,-2,"1100-1159",0,0,641,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",60130076690,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDEN","DEN","Denver International Airport","Denver","Colorado","US",5431,39.8616981506,-104.672996521,"America/Denver","72565003017","DENVER INTERNATIONAL AIRPORT, CO US","1647.2","39.84657","-104.65623","2021-01-11T06:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",7,20,16,24.74,240,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:41:00.000+0000","0.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T15:24:00.000+0000",66,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:26:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.04989895874421001,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N825AW",11298,"TX",13495,"MSY","LA",1030,1025,-5,0,0,-1,"1000-1059",1201,1148,-13,0,0,-1,"1200-1259",0,0,447,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",77309898629,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMSY","MSY","Louis Armstrong New Orleans International Airport","New Orleans","Louisiana","US",4,29.9934005737,-90.2580032349,"America/Chicago","72231012916","NEW ORLEANS AIRPORT, LA US","-1.0","29.99755","-90.27772","2021-01-11T08:13:00","FM-16","7","0.0","BR:1 ||","2021-01-11T14:13:00.000+0000",40,44,42,30.19,360,10,3,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:01:00.000+0000","0.0","2021-01-11T13:22:00.000+0000","0.0","2021-01-11T15:14:00.000+0000",76,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:25:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.005984135148356346,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N709UW",11298,"TX",15370,"TUL","OK",1030,1025,-5,0,0,-1,"1000-1059",1139,1132,-7,0,0,-1,"1100-1159",0,0,237,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518910354,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUL","TUL","Tulsa International Airport","Tulsa","Oklahoma","US",677,36.1983985901,-95.8880996704,"America/Chicago","72356013968","TULSA INTERNATIONAL AIRPORT, OK US","194.9","36.19854","-95.87825","2021-01-11T07:53:00","FM-15","7","0.0","BR:1 ||","2021-01-11T13:53:00.000+0000",17,20,19,29.7,0,0,6,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:39:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:39:00.000+0000",51,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:25:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.002368518398180095,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N359PX",11298,"TX",15376,"TUS","AZ",1030,1028,-2,0,0,-1,"1000-1059",1159,1151,-8,0,0,-1,"1100-1159",0,0,813,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",128850272270,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTUS","TUS","Tucson International Airport","Tucson","Arizona","US",2643,32.1161003113,-110.9410018921,"America/Phoenix","72274023160","TUCSON INTERNATIONAL AIRPORT, AZ US","777.6","32.13153","-110.95638","2021-01-11T06:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",20,45,35,27.52,130,16,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:59:00.000+0000","0.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T15:25:00.000+0000",65,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:28:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0027798645898897134,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N252NN",11298,"TX",11140,"CRP","TX",1030,1030,0,0,0,0,"1000-1059",1159,1204,5,5,0,0,"1100-1159",0,0,354,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",42950123210,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCRP","CRP","Corpus Christi International Airport","Corpus Christi","Texas","US",44,27.7703990936,-97.5011978149,"America/Chicago","72251012924","CORPUS CHRISTI INTERNATIONAL AIRPORT, TX US","12.5","27.77335","-97.51302","2021-01-11T08:15:00","FM-16","7","0.0",null,"2021-01-11T14:15:00.000+0000",34,39,37,30.41,340,17,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:59:00.000+0000","0.0","2021-01-11T13:10:00.000+0000","0.0","2021-01-11T15:32:00.000+0000",58,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:30:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0006531335878803618,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N909FJ",11298,"TX",10279,"AMA","TX",1030,1025,-5,0,0,-1,"1000-1059",1150,1151,1,1,0,0,"1100-1159",0,0,312,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",197568772515,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAMA","AMA","Rick Husband Amarillo International Airport","Amarillo","Texas","US",3607,35.2193984985,-101.7060012817,"America/Chicago","72363023047","AMARILLO AIRPORT, TX US","1099.3","35.22027","-101.71733","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",18,22,21,26.59,230,9,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:50:00.000+0000","34.0","2021-01-10T15:10:00.000+0000","44.0","2021-01-10T17:20:00.000+0000",1390,1,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:25:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0007493992969318285,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N820AL",11298,"TX",12892,"LAX","CA",1030,1028,-2,0,0,-1,"1000-1059",1156,1123,-33,0,0,-2,"1100-1159",0,0,1235,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",17180436691,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAX","LAX","Los Angeles International Airport","Los Angeles","California","US",125,33.94250107,-118.4079971,"America/Los_Angeles","72295023174","LOS ANGELES INTERNATIONAL AIRPORT, CA US","29.7","33.93816","-118.3866","2021-01-11T05:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",31,49,41,29.81,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:56:00.000+0000","0.0","2021-01-01T21:00:00.000+0000","0.0","2021-01-01T23:39:00.000+0000",13971,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:28:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.025922698918111255,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YX",20452,"N640RW",11298,"TX",13930,"ORD","IL",1030,1024,-6,0,0,-1,"1000-1059",1302,1258,-4,0,0,-1,"1300-1359",0,0,801,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",94490309554,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORD","ORD","Chicago O'Hare International Airport","Chicago","Illinois","US",672,41.97859955,-87.90480042,"America/Chicago","72530094846","CHICAGO OHARE INTERNATIONAL AIRPORT, IL US","204.8","41.96017","-87.93164","2021-01-11T07:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",19,24,22,29.55,250,10,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:02:00.000+0000","0.0","2021-01-10T22:40:00.000+0000","0.0","2021-01-11T02:24:00.000+0000",846,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:24:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.03551113735875623,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N120EE",11298,"TX",11697,"FLL","FL",1030,1029,-1,0,0,-1,"1000-1059",1419,1408,-11,0,0,-1,"1400-1459",0,0,1119,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",51540460226,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLL","FLL","Fort Lauderdale Hollywood International Airport","Fort Lauderdale","Florida","US",9,26.072599411,-80.1527023315,"America/New_York","74783012849","FORT LAUDERDALE INTERNATIONAL AIRPORT, FL US","1.0","26.07875","-80.16223","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",60,72,65,30.19,120,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:19:00.000+0000","0.0","2021-01-10T20:53:00.000+0000","0.0","2021-01-10T23:50:00.000+0000",1000,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:29:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.014253267169950753,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N837NN",11298,"TX",14683,"SAT","TX",1030,1024,-6,0,0,-1,"1000-1059",1151,1133,-18,0,0,-2,"1100-1159",0,0,247,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",111669333539,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAT","SAT","San Antonio International Airport","San Antonio","Texas","US",809,29.533700943,-98.4698028564,"America/Chicago","72253012921","SAN ANTONIO INTERNATIONAL AIRPORT, TX US","243.6","29.54429","-98.48395","2021-01-11T07:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",29,33,31,29.57,290,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:51:00.000+0000","0.0","2021-01-11T14:00:00.000+0000","0.0","2021-01-11T15:15:00.000+0000",75,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:24:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.004478827828243327,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N907NN",11298,"TX",14747,"SEA","WA",1030,1029,-1,0,0,-1,"1000-1059",1305,1246,-19,0,0,-2,"1300-1359",0,0,1660,7,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",128850060144,"2021-01-11T16:30:00.000+0000","2021011114","2021-01-11T14:30:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSEA","SEA","Seattle Tacoma International Airport","Seattle","Washington","US",433,47.4490013123,-122.3089981079,"America/Los_Angeles","72793024233","SEATTLE TACOMA AIRPORT, WA US","112.5","47.44467","-122.31442","2021-01-11T05:53:00","FM-15","7","0.0","-RA:02 |RA |RA","2021-01-11T13:53:00.000+0000",35,46,41,29.66,140,9,10,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T21:05:00.000+0000","0.0","2021-01-11T12:30:00.000+0000","0.0","2021-01-11T13:45:00.000+0000",165,0,5.814432989690721,0.1134020618556701,7.411764705882353,0.08823529411764706,7.636363636363637,0.09090909090909091,13.352941176470589,0.11764705882352941,"2021-01-11T16:29:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.024352086269695063,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N900AE",11298,"TX",10185,"AEX","LA",1035,1056,21,21,1,1,"1000-1059",1152,1222,30,30,1,2,"1100-1159",0,0,285,2,12,0,9,0,9,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",231929504054,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAEX","AEX","Alexandria International Airport","Alexandria","Louisiana","US",89,31.3274002075,-92.5497970581,"America/Chicago","74754093915","ALEXANDRIA INTERNATIONAL AIRPORT, LA US","25.0","31.33464","-92.55849","2021-01-11T08:22:00","FM-16","7","0.0",null,"2021-01-11T14:22:00.000+0000",31,33,32,30.24,340,8,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:52:00.000+0000","106.0","2021-01-11T12:30:00.000+0000","153.0","2021-01-11T13:36:00.000+0000",179,1,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:56:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0006566215073102163,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N917FJ",11298,"TX",12191,"HOU","TX",1035,1051,16,16,1,1,"1000-1059",1155,1235,40,40,1,2,"1100-1159",0,0,247,1,16,0,24,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",34360426423,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KHOU","HOU","William P Hobby Airport","Houston","Texas","US",46,29.64539909,-95.27890015,"America/Chicago","72244012918","HOUSTON WILLIAM P HOBBY AIRPORT, TX US","13.2","29.64586","-95.28212","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",31,36,34,30.34,330,10,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:55:00.000+0000","0.0","2021-01-11T12:38:00.000+0000","0.0","2021-01-11T15:07:00.000+0000",88,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:51:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0088343452409949,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N932AM",11298,"TX",10423,"AUS","TX",1035,1056,21,21,1,1,"1000-1059",1144,1211,27,27,1,1,"1100-1159",0,0,190,1,21,0,6,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",128849447535,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KAUS","AUS","Austin Bergstrom International Airport","Austin","Texas","US",542,30.1944999695,-97.6698989868,"America/Chicago","72254013904","AUSTIN BERGSTROM INTERNATIONAL AIRPORT, TX US","146.5","30.18311","-97.67989","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",32,36,34,29.89,310,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:44:00.000+0000","0.0","2021-01-10T18:34:00.000+0000","31.0","2021-01-10T19:44:00.000+0000",1251,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:56:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.007176700711664457,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N987NN",11298,"TX",14908,"SNA","CA",1035,1029,-6,0,0,-1,"1000-1059",1206,1131,-35,0,0,-2,"1200-1259",0,0,1205,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",188979851697,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSNA","SNA","John Wayne Airport-Orange County Airport","Santa Ana","California","US",56,33.67570114,-117.8679962,"America/Los_Angeles","72297793184","SANTA ANA JOHN WAYNE AIRPORT, CA US","13.0","33.67975","-117.86746","2021-01-11T05:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",36,47,42,30.09,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:06:00.000+0000","0.0","2021-01-11T11:00:00.000+0000","0.0","2021-01-11T15:20:00.000+0000",75,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:29:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.004759288065263952,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N662EH",11298,"TX",12915,"LCH","LA",1035,1024,-11,0,0,-1,"1000-1059",1158,1144,-14,0,0,-1,"1100-1159",0,0,295,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",214748535751,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLCH","LCH","Lake Charles Regional Airport","Lake Charles","Louisiana","US",15,30.1261005402,-93.2232971191,"America/Chicago","72240003937","LAKE CHARLES REGIONAL AIRPORT, LA US","2.0","30.12551","-93.22771","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",33,35,34,30.32,350,14,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:58:00.000+0000","0.0","2021-01-11T12:45:00.000+0000","0.0","2021-01-11T15:25:00.000+0000",70,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:24:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00004892411650027131,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N271NN",11298,"TX",15919,"XNA","AR",1035,1032,-3,0,0,-1,"1000-1059",1157,1146,-11,0,0,-1,"1100-1159",0,0,280,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",68720459914,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KXNA","XNA","Northwest Arkansas Regional Airport","Fayetteville/Springdale/","Arkansas","US",1287,36.2818984985,-94.3068008423,"America/Chicago","72343653922","FAYETTEVILLE SPRINGDALE NW AR REGL AIRPORT, AR US","389.6","36.28975","-94.31152","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",22,27,25,28.97,40,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:57:00.000+0000","0.0","2021-01-11T13:18:00.000+0000","0.0","2021-01-11T15:50:00.000+0000",45,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:32:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0015539382267654863,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N653AE",11298,"TX",11980,"GRI","NE",1035,1034,-1,0,0,-1,"1000-1059",1238,1223,-15,0,0,-1,"1200-1259",0,0,561,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",77310011009,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRI","GRI","Central Nebraska Regional Airport","Grand Island","Nebraska","US",1847,40.9674987793,-98.3096008301,"America/Chicago","72552014935","GRAND ISLAND CENTRAL NE REGIONAL AIRPORT, NE US","561.7","40.96146","-98.31304","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",21,27,25,28.24,230,11,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:38:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:05:00.000+0000",90,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:34:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00024577998081897455,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N244LR",11298,"TX",10599,"BHM","AL",1035,1035,0,0,0,0,"1000-1059",1222,1223,1,1,0,0,"1200-1259",0,0,597,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",128849872329,"2021-01-11T16:35:00.000+0000","2021011114","2021-01-11T14:35:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBHM","BHM","Birmingham-Shuttlesworth International Airport","Birmingham","Alabama","US",650,33.56290054,-86.75350189,"America/Chicago","72228013876","BIRMINGHAM AIRPORT, AL US","187.7","33.56545","-86.7449","2021-01-11T08:17:00","FM-16","7","0.01","-RA:02 BR:1 |RA |RA","2021-01-11T14:17:00.000+0000",36,39,38,29.6,50,3,5,"-RA:02 BR:1 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:22:00.000+0000","0.0","2021-01-11T12:17:00.000+0000","0.0","2021-01-11T15:45:00.000+0000",50,0,5.961904761904762,0.11428571428571428,7.3023255813953485,0.09302325581395349,7.476190476190476,0.09523809523809523,11.115384615384615,0.11538461538461539,"2021-01-11T16:35:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.002471473098218013,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N753EV",11298,"TX",11423,"DSM","IA",1040,1038,-2,0,0,-1,"1000-1059",1247,1233,-14,0,0,-1,"1200-1259",0,0,624,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",249109275685,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDSM","DSM","Des Moines International Airport","Des Moines","Iowa","US",958,41.5340003967,-93.6631011963,"America/Chicago","72546014933","DES MOINES INTERNATIONAL AIRPORT, IA US","286.3","41.53395","-93.65313","2021-01-11T07:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",21,26,24,29.19,210,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:47:00.000+0000","1.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T13:49:00.000+0000",171,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:38:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00247363956176728,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N107US",11298,"TX",11278,"DCA","VA",1040,1034,-6,0,0,-1,"1000-1059",1435,1415,-20,0,0,-2,"1400-1459",0,0,1192,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",8590173027,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KDCA","DCA","Ronald Reagan Washington National Airport","Washington","Virginia","US",15,38.8521003723,-77.0376968384,"America/New_York","72405013743","WASHINGTON REAGAN NATIONAL AIRPORT, VA US","4.1","38.84721","-77.03454","2021-01-11T08:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",27,34,31,30.27,60,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:35:00.000+0000","0.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T15:45:00.000+0000",55,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:34:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.007804133218819671,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N237NN",11298,"TX",13256,"MFE","TX",1040,1039,-1,0,0,-1,"1000-1059",1226,1229,3,3,0,0,"1200-1259",0,0,469,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",17180168335,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMFE","MFE","Mc Allen Miller International Airport","Mc Allen","Texas","US",107,26.17580032,-98.23860168,"America/Chicago","72250612959","MCALLEN MILLER INTERNATIONAL AIRPORT, TX US","30.1","26.17912","-98.2445","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",31,41,37,30.35,310,10,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:26:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:41:00.000+0000",59,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:39:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0007579666588083135,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N724SK",11298,"TX",11778,"FSM","AR",1040,1037,-3,0,0,-1,"1000-1059",1159,1209,10,10,0,0,"1100-1159",0,0,227,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",206159032082,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFSM","FSM","Fort Smith Regional Airport","Fort Smith","Arkansas","US",469,35.3366012573,-94.367401123,"America/Chicago","72344013964","FORT SMITH REGIONAL AIRPORT, AR US","136.7","35.33346","-94.36526","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",25,33,30,29.91,340,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:59:00.000+0000","0.0","2021-01-11T15:15:00.000+0000","0.0","2021-01-11T17:26:00.000+0000",-46,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:37:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0002534327733956311,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N161AA",11298,"TX",14679,"SAN","CA",1040,1036,-4,0,0,-1,"1000-1059",1159,1140,-19,0,0,-2,"1100-1159",0,0,1171,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799686536,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSAN","SAN","San Diego International Airport","San Diego","California","US",17,32.7336006165,-117.1900024414,"America/Los_Angeles","72290023188","SAN DIEGO INTERNATIONAL AIRPORT, CA US","4.6","32.7336","-117.1831","2021-01-11T05:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",31,47,40,30.14,70,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:59:00.000+0000","0.0","2021-01-11T12:30:00.000+0000","0.0","2021-01-11T15:36:00.000+0000",64,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:36:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.010015606381076984,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N848NN",11298,"TX",13891,"ONT","CA",1040,1036,-4,0,0,-1,"1000-1059",1203,1145,-18,0,0,-2,"1200-1259",0,0,1188,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154619903731,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KONT","ONT","Ontario International Airport","Ontario","California","US",944,34.0559997559,-117.6009979248,"America/Los_Angeles","74704003102","ONTARIO INTERNATIONAL AIRPORT, CA US","281.6","34.05314","-117.57689","2021-01-11T05:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",22,55,41,29.18,110,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:03:00.000+0000","0.0","2021-01-11T13:15:00.000+0000","0.0","2021-01-11T15:40:00.000+0000",60,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:36:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0036135518870841275,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N694AE",11298,"TX",12951,"LFT","LA",1040,1050,10,10,0,0,"1000-1059",1212,1224,12,12,0,0,"1200-1259",0,0,351,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389874741,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLFT","LFT","Lafayette Regional Airport","Lafayette","Louisiana","US",42,30.20529938,-91.98760223,"America/Chicago","72240513976","LAFAYETTE REGIONAL AIRPORT, LA US","10.8","30.19859","-91.98957","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",33,36,35,30.23,350,13,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:12:00.000+0000","0.0","2021-01-11T12:37:00.000+0000","0.0","2021-01-11T15:20:00.000+0000",80,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:50:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0006432263868836872,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N246LR",11298,"TX",12896,"LBB","TX",1040,1037,-3,0,0,-1,"1000-1059",1158,1154,-4,0,0,-1,"1100-1159",0,0,282,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",25770912279,"2021-01-11T16:40:00.000+0000","2021011114","2021-01-11T14:40:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLBB","LBB","Lubbock Preston Smith International Airport","Lubbock","Texas","US",3282,33.6636009216,-101.8229980469,"America/Chicago","72267023042","LUBBOCK INTERNATIONAL AIRPORT, TX US","993.2","33.66578","-101.8233","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",24,30,28,26.99,290,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:58:00.000+0000","0.0","2021-01-11T13:45:00.000+0000","0.0","2021-01-11T15:35:00.000+0000",65,0,7.8173076923076925,0.125,10.425925925925926,0.12962962962962962,10.622641509433961,0.1320754716981132,14.54054054054054,0.16216216216216217,"2021-01-11T16:37:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0011267945350386724,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N922FJ",11298,"TX",11540,"ELP","TX",1045,1042,-3,0,0,-1,"1000-1059",1144,1139,-5,0,0,-1,"1100-1159",0,0,551,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103080087253,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KELP","ELP","El Paso International Airport","El Paso","Texas","US",3959,31.80719948,-106.3779984,"America/Denver","72270023044","EL PASO INTERNATIONAL AIRPORT, TX US","1202.1","31.81234","-106.37737","2021-01-11T06:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",16,20,19,26.29,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:44:00.000+0000","0.0","2021-01-11T13:20:00.000+0000","0.0","2021-01-11T15:30:00.000+0000",75,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:42:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00222984956187118,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N940NN",11298,"TX",11109,"COS","CO",1045,1041,-4,0,0,-1,"1000-1059",1153,1140,-13,0,0,-1,"1100-1159",0,0,592,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",240518595540,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KCOS","COS","City of Colorado Springs Municipal Airport","Colorado Springs","Colorado","US",6187,38.8058013916,-104.7009963989,"America/Denver","72466093037","COLORADO SPRINGS MUNICIPAL AIRPORT, CO US","1884.2","38.80949","-104.68873","2021-01-11T06:54:00","FM-15","7","0.0",null,"2021-01-11T13:54:00.000+0000",3,18,14,24.06,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:53:00.000+0000","0.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T15:25:00.000+0000",80,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:41:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.001655711786194033,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N568UW",11298,"TX",14107,"PHX","AZ",1045,1040,-5,0,0,-1,"1000-1059",1236,1210,-26,0,0,-2,"1200-1259",0,0,868,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",51539609140,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KPHX","PHX","Phoenix Sky Harbor International Airport","Phoenix","Arizona","US",1135,33.434299469,-112.0120010376,"America/Phoenix","72278023183","PHOENIX AIRPORT, AZ US","339.2","33.4278","-112.00365","2021-01-11T06:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",21,49,38,29.01,130,5,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:36:00.000+0000","0.0","2021-01-11T12:15:00.000+0000","0.0","2021-01-11T15:18:00.000+0000",87,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:40:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.02722961443343419,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N955LR",11298,"TX",11481,"ECP","FL",1045,1039,-6,0,0,-1,"1000-1059",1247,1259,12,12,0,0,"1200-1259",0,0,685,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",197568774715,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KECP","ECP","Northwest Florida Beaches International Airport","Panama City Beach","Florida","US",69,30.3417,-85.7973,"America/New_York","72073573805","NORTHWEST FLORIDA BEACHES INTERNATIONAL AIRPORT, FL US","17.1","30.34869","-85.78835","2021-01-11T08:53:00","FM-15","7","0.02","-RA:02 |RA |RA","2021-01-11T13:53:00.000+0000",42,45,44,30.09,50,8,7,"-RA:02 ","RA ","RA",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:47:00.000+0000","0.0","2021-01-11T12:51:00.000+0000","0.0","2021-01-11T15:49:00.000+0000",56,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:39:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0015529075395098997,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N774SK",11298,"TX",10627,"BIS","ND",1045,1038,-7,0,0,-1,"1000-1059",1344,1319,-25,0,0,-2,"1300-1359",0,0,977,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",214748535785,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBIS","BIS","Bismarck Municipal Airport","Bismarck","North Dakota","US",1661,46.7727012634,-100.7460021973,"America/Chicago","72764024011","BISMARCK MUNICIPAL AIRPORT, ND US","503.2","46.78232","-100.75752","2021-01-11T07:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",22,27,25,28.2,300,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:44:00.000+0000","0.0","2021-01-11T11:35:00.000+0000","0.0","2021-01-11T14:46:00.000+0000",119,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:38:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0009694807462608872,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N293NN",11298,"TX",13931,"ORF","VA",1045,1043,-2,0,0,-1,"1000-1059",1446,1443,-3,0,0,-1,"1400-1459",0,0,1212,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389315906,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KORF","ORF","Norfolk International Airport","Norfolk","Virginia","US",26,36.8945999146,-76.2012023926,"America/New_York","72308013737","NORFOLK INTERNATIONAL AIRPORT, VA US","3.3","36.90371","-76.19266","2021-01-11T08:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",36,39,38,30.33,220,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:46:00.000+0000","0.0","2021-01-11T12:26:00.000+0000","0.0","2021-01-11T15:40:00.000+0000",65,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:43:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0029396923012835257,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N922AE",11298,"TX",10155,"ACT","TX",1045,1040,-5,0,0,-1,"1000-1059",1145,1135,-10,0,0,-1,"1100-1159",0,0,89,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",151523,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KACT","ACT","Waco Regional Airport","Waco","Texas","US",516,31.6112995148,-97.2304992676,"America/Chicago","72256013959","WACO REGIONAL AIRPORT, TX US","151.9","31.61796","-97.2283","2021-01-11T07:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",29,32,31,29.88,310,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:45:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:19:00.000+0000",86,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:40:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0002781827528165578,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N632SK",11298,"TX",14814,"SHV","LA",1045,1039,-6,0,0,-1,"1000-1059",1157,1155,-2,0,0,-1,"1100-1159",0,0,190,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",17180981512,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSHV","SHV","Shreveport Regional Airport","Shreveport","Louisiana","US",258,32.4466018677,-93.8255996704,"America/Chicago","72248013957","SHREVEPORT AIRPORT, LA US","69.5","32.4473","-93.8244","2021-01-11T07:56:00","FM-15","7","0.0",null,"2021-01-11T13:56:00.000+0000",30,34,32,30.1,10,8,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:57:00.000+0000","0.0","2021-01-11T12:37:00.000+0000","0.0","2021-01-11T15:14:00.000+0000",91,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:39:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0010598213593841154,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N795AN",11298,"TX",12758,"KOA","HI",1045,1104,19,19,1,1,"1000-1059",1532,1504,-28,0,0,-2,"1500-1559",0,0,3724,11,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",34360335745,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"PHKO","KOA","Kona International At Keahole Airport","Kailua/Kona","Hawaii","US",47,19.7388000488,-156.046005249,"Pacific/Honolulu","91197521510","KAILUA KONA KE AHOLE AIRPORT, HI US","11.3","19.73782","-156.04795","2021-01-11T03:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",59,69,63,29.96,120,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-12T01:32:00.000+0000","137.0","2021-01-09T22:55:00.000+0000","138.0","2021-01-10T01:34:00.000+0000",2351,1,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T17:04:00.000+0000","2021-01-11T17:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0017978111666439992,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N283NN",11298,"TX",15624,"VPS","FL",1045,1042,-3,0,0,-1,"1000-1059",1251,1309,18,18,1,1,"1200-1259",0,0,641,3,0,0,18,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209275524,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KVPS","VPS","Eglin Air Force Base","Valparaiso","Florida","US",87,30.4832000732,-86.5253982544,"America/Chicago","72221013858","VALPARAISO EGLIN AFB, FL US","20.1","30.48333","-86.51667","2021-01-11T08:28:00","FM-15","7","0.0",null,"2021-01-11T14:28:00.000+0000",41,45,43,30.04,50,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:51:00.000+0000","0.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T15:57:00.000+0000",48,0,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T16:42:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0017868353284950169,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N631SK",11298,"TX",13851,"OKC","OK",1045,1130,45,45,1,3,"1000-1059",1207,1221,14,14,0,0,"1200-1259",0,0,175,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",68719826178,"2021-01-11T16:45:00.000+0000","2021011114","2021-01-11T14:45:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOKC","OKC","Will Rogers World Airport","Oklahoma City","Oklahoma","US",1295,35.3931007385,-97.6007003784,"America/Chicago","72353013967","OKLAHOMA CITY WILL ROGERS WORLD AIRPORT, OK US","389.9","35.38843","-97.60035","2021-01-11T07:52:00","FM-15","7","0.0",null,"2021-01-11T13:52:00.000+0000",23,28,26,29,310,3,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:07:00.000+0000","66.0","2021-01-11T12:36:00.000+0000","0.0","2021-01-11T15:30:00.000+0000",75,1,7.388888888888889,0.1111111111111111,8.815384615384616,0.1076923076923077,8.953125,0.109375,11.416666666666666,0.125,"2021-01-11T17:30:00.000+0000","2021-01-11T17:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.003339086680379341,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","DL",19790,"N315DN",11298,"TX",10397,"ATL","GA",1049,1047,-2,0,0,-1,"1000-1059",1350,1355,5,5,0,0,"1300-1359",0,0,731,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",94490195552,"2021-01-11T16:49:00.000+0000","2021011114","2021-01-11T14:49:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KATL","ATL","Hartsfield Jackson Atlanta International Airport","Atlanta","Georgia","US",1026,33.6366996765,-84.4281005859,"America/New_York","72219013874","ATLANTA HARTSFIELD JACKSON INTERNATIONAL AIRPORT, GA US","308.2","33.62972","-84.44224","2021-01-11T09:27:00","FM-16","7","0.0",null,"2021-01-11T14:27:00.000+0000",32,42,38,29.21,120,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:50:00.000+0000","2.0","2021-01-11T13:05:00.000+0000","0.0","2021-01-11T15:29:00.000+0000",80,0,7.153061224489796,0.10204081632653061,8.681818181818182,0.10606060606060606,8.815384615384616,0.1076923076923077,11.183673469387756,0.12244897959183673,"2021-01-11T16:47:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.06086473773696765,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N241NN",11298,"TX",13198,"MCI","MO",1050,1050,0,0,0,0,"1000-1059",1239,1245,6,6,0,0,"1200-1259",0,0,460,2,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180388969822,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCI","MCI","Kansas City International Airport","Kansas City","Missouri","US",1026,39.2975997925,-94.7138977051,"America/Chicago","72446003947","KANSAS CITY INTERNATIONAL AIRPORT, MO US","307.4","39.29747","-94.73087","2021-01-11T07:53:00","FM-15","7","0.0","BR:1 ||","2021-01-11T13:53:00.000+0000",22,24,23,29.24,210,7,4,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:39:00.000+0000","0.0","2021-01-11T11:47:00.000+0000","0.0","2021-01-11T15:45:00.000+0000",65,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:50:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.006209304769692481,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N864NN",11298,"TX",12953,"LGA","NY",1050,1045,-5,0,0,-1,"1000-1059",1519,1450,-29,0,0,-2,"1500-1559",0,0,1389,6,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",266288229579,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLGA","LGA","La Guardia Airport","New York","New York","US",21,40.77719879,-73.87259674,"America/New_York","72503014732","LAGUARDIA AIRPORT, NY US","3.0","40.77945","-73.88027","2021-01-11T08:51:00","FM-15","7","0.0",null,"2021-01-11T13:51:00.000+0000",21,32,28,30.3,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:19:00.000+0000","0.0","2021-01-11T11:30:00.000+0000","0.0","2021-01-11T15:37:00.000+0000",73,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:45:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.009699126198496767,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N990NN",11298,"TX",14771,"SFO","CA",1050,1044,-6,0,0,-1,"1000-1059",1255,1238,-17,0,0,-2,"1200-1259",0,0,1464,6,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",103080452053,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KSFO","SFO","San Francisco International Airport","San Francisco","California","US",13,37.6189994812,-122.375,"America/Los_Angeles","72494023234","SAN FRANCISCO INTERNATIONAL AIRPORT, CA US","3.2","37.61962","-122.36562","2021-01-11T05:56:00","FM-15","7","0.0",null,"2021-01-11T13:56:00.000+0000",45,50,48,30.24,null,3,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T20:55:00.000+0000","0.0","2021-01-11T12:23:00.000+0000","0.0","2021-01-11T15:35:00.000+0000",75,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:44:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.01685893952188654,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N562UW",11298,"TX",13204,"MCO","FL",1050,1047,-3,0,0,-1,"1000-1059",1433,1417,-16,0,0,-2,"1400-1459",0,0,985,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698568139,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMCO","MCO","Orlando International Airport","Orlando","Florida","US",96,28.4293994904,-81.3089981079,"America/New_York","72205012815","ORLANDO INTERNATIONAL AIRPORT, FL US","27.1","28.41822","-81.32413","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",55,56,55,30.13,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:33:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:45:00.000+0000",65,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:47:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.021278235025477266,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N718SK",11298,"TX",10372,"ASE","CO",1050,1048,-2,0,0,-1,"1000-1059",1226,1220,-6,0,0,-1,"1200-1259",0,0,701,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",154618824327,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KASE","ASE","Aspen-Pitkin Co/Sardy Field","Aspen","Colorado","US",7820,39.22320175,-106.8690033,"America/Denver","72467693073","ASPEN PITKIN CO AIRPORT SARDY FIELD, CO US","2339.9","39.22994","-106.87052","2021-01-11T06:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",-10,-3,-4,22.75,180,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:26:00.000+0000","0.0","2021-01-11T12:30:00.000+0000","0.0","2021-01-11T15:34:00.000+0000",76,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:48:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0009569202860418988,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N842NN",11298,"TX",14635,"RSW","FL",1050,1042,-8,0,0,-1,"1000-1059",1429,1413,-16,0,0,-2,"1400-1459",0,0,1017,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209450514,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KRSW","RSW","Southwest Florida International Airport","Fort Myers","Florida","US",30,26.5361995697,-81.7552032471,"America/New_York","72210812894","FORT MYERS SW FLORIDA REGIONAL AIRPORT, FL US","8.2","26.53805","-81.75674","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",54,59,56,30.19,60,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:29:00.000+0000","0.0","2021-01-11T11:00:00.000+0000","0.0","2021-01-11T15:47:00.000+0000",63,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:42:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.007178033094651204,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N677AE",11298,"TX",12891,"LAW","OK",1050,1047,-3,0,0,-1,"1000-1059",1158,1157,-1,0,0,-1,"1100-1159",0,0,140,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",120259572039,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KLAW","LAW","Lawton Fort Sill Regional Airport","Lawton","Oklahoma","US",1110,34.5676994324,-98.4166030884,"America/Chicago","72357503950","LAWTON MUNICIPAL AIRPORT, OK US","326.0","34.55771","-98.4172","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",28,32,30,29.23,280,3,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:58:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:23:00.000+0000",87,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:47:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.00019934948503138396,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N698CB",11298,"TX",11982,"GRK","TX",1050,1050,0,0,0,0,"1000-1059",1159,1200,1,1,0,0,"1100-1159",0,0,134,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",197569028350,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KGRK","GRK","Robert Gray Army Air Field Airport","Fort Hood/Killeen","Texas","US",1015,31.067199707,-97.8289031982,"America/Chicago","72257603902","ROBERT GRAY ARMY AIR FIELD, TX US","309.4","31.06667","-97.83333","2021-01-11T07:58:00","FM-15","7","0.0",null,"2021-01-11T13:58:00.000+0000",31,33,32,29.31,350,13,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:59:00.000+0000","16.0","2021-01-10T20:53:00.000+0000","8.0","2021-01-10T22:47:00.000+0000",1083,1,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:50:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0005089144583551121,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N939NN",11298,"TX",10693,"BNA","TN",1050,1042,-8,0,0,-1,"1000-1059",1245,1220,-25,0,0,-2,"1200-1259",0,0,631,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",180389667266,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KBNA","BNA","Nashville International Airport","Nashville","Tennessee","US",599,36.1245002747,-86.6781997681,"America/Chicago","72327013897","NASHVILLE INTERNATIONAL AIRPORT, TN US","178.9","36.11054","-86.68815","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000",21,31,28,29.7,30,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:45:00.000+0000","0.0","2021-01-11T13:25:00.000+0000","0.0","2021-01-11T15:32:00.000+0000",78,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:42:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.012626243194888033,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N877NN",11298,"TX",12451,"JAX","FL",1050,1042,-8,0,0,-1,"1000-1059",1415,1354,-21,0,0,-2,"1400-1459",0,0,918,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",34360591270,"2021-01-11T16:50:00.000+0000","2021011114","2021-01-11T14:50:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T07:53:00","FM-15","7","0.0",null,"2021-01-11T13:53:00.000+0000","2021011113",28,33,31,29.76,350,9,7,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KJAX","JAX","Jacksonville International Airport","Jacksonville","Florida","US",30,30.4941005707,-81.6878967285,"America/New_York","72206013889","JACKSONVILLE INTERNATIONAL AIRPORT, FL US","7.2","30.49529","-81.69374","2021-01-11T08:56:00","FM-15","7","0.0",null,"2021-01-11T13:56:00.000+0000",47,49,48,30.19,0,0,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:15:00.000+0000","0.0","2021-01-11T12:30:00.000+0000","0.0","2021-01-11T15:28:00.000+0000",82,0,6.431192660550459,0.09174311926605505,7.441558441558442,0.09090909090909091,7.5394736842105265,0.09210526315789473,9.133333333333333,0.1,"2021-01-11T16:42:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.003520017426522118,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N709SK",11298,"TX",13342,"MKE","WI",1055,1100,5,5,0,0,"1000-1059",1337,1331,-6,0,0,-1,"1300-1359",0,0,853,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",249108276752,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KMKE","MKE","General Mitchell International Airport","Milwaukee","Wisconsin","US",723,42.9472007751,-87.8965988159,"America/Chicago","72640014839","MILWAUKEE MITCHELL AIRPORT, WI US","203.3","42.95489","-87.9045","2021-01-11T08:52:00","FM-15","7","0.0",null,"2021-01-11T14:52:00.000+0000",19,24,22,29.47,240,16,8,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:37:00.000+0000","0.0","2021-01-11T13:00:00.000+0000","0.0","2021-01-11T15:22:00.000+0000",93,0,5.894230769230769,0.08653846153846154,7.036585365853658,0.08536585365853659,7.2125,0.0875,8.492307692307692,0.09230769230769231,"2021-01-11T17:00:00.000+0000","2021-01-11T17:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0038762878084077994,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N939AE",11298,"TX",15411,"TYR","TX",1055,1051,-4,0,0,-1,"1000-1059",1155,1154,-1,0,0,-1,"1100-1159",0,0,102,1,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",171799820085,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTYR","TYR","Tyler Pounds Regional Airport","Tyler","Texas","US",544,32.3540992737,-95.4023971558,"America/Chicago","72244813972","TYLER POUNDS FIELD, TX US","159.5","32.3587","-95.404","2021-01-11T08:53:00","FM-15","7","0.0","BR:1 ||","2021-01-11T14:53:00.000+0000",31,34,33,29.82,340,6,1,"BR:1 ","","",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T17:55:00.000+0000","0.0","2021-01-11T13:15:00.000+0000","0.0","2021-01-11T15:13:00.000+0000",102,0,5.894230769230769,0.08653846153846154,7.036585365853658,0.08536585365853659,7.2125,0.0875,8.492307692307692,0.09230769230769231,"2021-01-11T16:51:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.000273599423294164,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N957LR",11298,"TX",12323,"ILM","NC",1055,1052,-3,0,0,-1,"1000-1059",1436,1443,7,7,0,0,"1400-1459",0,0,1106,5,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163208864686,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KILM","ILM","Wilmington International Airport","Wilmington","North Carolina","US",32,34.2705993652,-77.9026031494,"America/New_York","72302013748","WILMINGTON INTERNATIONAL AIRPORT, NC US","7.0","34.26678","-77.89987","2021-01-11T09:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000",40,49,45,30.31,50,6,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:36:00.000+0000","0.0","2021-01-10T23:22:00.000+0000","0.0","2021-01-11T01:55:00.000+0000",900,0,5.894230769230769,0.08653846153846154,7.036585365853658,0.08536585365853659,7.2125,0.0875,8.492307692307692,0.09230769230769231,"2021-01-11T16:52:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0009797402021951953,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","OO",20304,"N719SK",11298,"TX",11695,"FLG","AZ",1055,1106,11,11,0,0,"1000-1059",1255,1235,-20,0,0,-2,"1200-1259",0,0,853,4,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",257698295182,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KFLG","FLG","Flagstaff Pulliam Airport","Flagstaff","Arizona","US",7014,35.13850021,-111.6709976,"America/Phoenix","72375003103","FLAGSTAFF AIRPORT, AZ US","2133.3","35.14427","-111.66637","2021-01-11T06:57:00","FM-15","7","0.0",null,"2021-01-11T13:57:00.000+0000",2,7,6,23.34,0,0,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:55:00.000+0000","0.0","2021-01-11T12:00:00.000+0000","0.0","2021-01-11T15:25:00.000+0000",90,0,5.894230769230769,0.08653846153846154,7.036585365853658,0.08536585365853659,7.2125,0.0875,8.492307692307692,0.09230769230769231,"2021-01-11T17:06:00.000+0000","2021-01-11T17:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0004846942827400153,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","YV",20378,"N925FJ",11298,"TX",10140,"ABQ","NM",1055,1050,-5,0,0,-1,"1000-1059",1201,1148,-13,0,0,-1,"1200-1259",0,0,569,3,0,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",17180969433,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KABQ","ABQ","Albuquerque International Sunport Airport","Albuquerque","New Mexico","US",5355,35.0401992798,-106.6090011597,"America/Denver","72365023050","ALBUQUERQUE INTERNATIONAL AIRPORT, NM US","1618.4","35.04189","-106.61545","2021-01-11T07:52:00","FM-15","7","0.0",null,"2021-01-11T14:52:00.000+0000",15,21,19,24.95,360,7,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T19:01:00.000+0000","28.0","2021-01-11T14:10:00.000+0000","0.0","2021-01-11T15:33:00.000+0000",82,1,5.894230769230769,0.08653846153846154,7.036585365853658,0.08536585365853659,7.2125,0.0875,8.492307692307692,0.09230769230769231,"2021-01-11T16:50:00.000+0000","2021-01-11T16:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.002850619359073829,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","MQ",20398,"N251NN",11298,"TX",13871,"OMA","NE",1055,1144,49,49,1,3,"1000-1059",1258,1322,24,24,1,1,"1200-1259",0,0,583,3,24,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",51540654813,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KOMA","OMA","Eppley Airfield","Omaha","Nebraska","US",984,41.3031997681,-95.8940963745,"America/Chicago","72550014942","OMAHA EPPLEY AIRFIELD, NE US","298.8","41.31186","-95.90186","2021-01-11T08:52:00","FM-15","7","0.0",null,"2021-01-11T14:52:00.000+0000",24,26,25,29.18,130,8,10,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"2021-01-11T18:58:00.000+0000","25.0","2021-01-10T22:46:00.000+0000","40.0","2021-01-11T01:55:00.000+0000",900,1,5.894230769230769,0.08653846153846154,7.036585365853658,0.08536585365853659,7.2125,0.0875,8.492307692307692,0.09230769230769231,"2021-01-11T17:44:00.000+0000","2021-01-11T17:00:00.000+0000",92,93,5,7,0.7142857142857143,13,15,0.8666666666666667,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,19,17,1.1176470588235294,21,17,1.2352941176470589,29,28,1.0357142857142858,92,81,1.1358024691358024,949,682,1188,1571,1697,1711,1738,1783,1821,1889,1962,2227,2745,0.05317469890719319,0.0036071262705164977,0],["2021-01-11T16:00:00.000+0000","DFW",1,11,1,"2021-01-11 00:00:00","AA",19805,"N749US",11298,"TX",15304,"TPA","FL",1055,1229,94,94,1,6,"1000-1059",1424,1544,80,80,1,5,"1400-1459",0,0,929,4,80,0,0,0,0,2021,"KDFW","DFW","Dallas Fort Worth International Airport","Dallas-Fort Worth","Texas","US",607,32.8968009949,-97.0380020142,"America/Chicago",163209861585,"2021-01-11T16:55:00.000+0000","2021011114","2021-01-11T14:55:00.000+0000","2021011113","2021011112","72259003927","DAL FTW WSCMO AIRPORT, TX US","165.7","32.89744","-97.02196","2021-01-11T08:53:00","FM-15","7","0.0",null,"2021-01-11T14:53:00.000+0000","2021011114",29,35,33,29.79,340,9,9,null,null,null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"KTPA","TPA","Tampa International Airport","Tampa","Florida","US",26,27.9755001068,-82.533203125,"America/New_York","72211012842","TAMPA INTERNATIONAL AIRPORT, FL 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can only be rendered in Databricks"]},"metadata":{"application/vnd.databricks.v1.subcommand+json":{"bindings":{},"collapsed":false,"command":"%python\n__backend_agg_display_orig = display\n__backend_agg_dfs = []\ndef __backend_agg_display_new(df):\n __backend_agg_df_modules = [\"pandas.core.frame\", \"databricks.koalas.frame\", \"pyspark.sql.dataframe\", \"pyspark.pandas.frame\"]\n if (type(df).__module__ in __backend_agg_df_modules and type(df).__name__ == 'DataFrame') or isinstance(df, list):\n __backend_agg_dfs.append(df)\n\ndisplay = __backend_agg_display_new\n\ndef __backend_agg_user_code_fn():\n import base64\n exec(base64.standard_b64decode(\"ZGlzcGxheShmdWxsX2RlbGF5X3NldF8yMDIxKQ==\").decode())\n\ntry:\n # run user code\n __backend_agg_user_code_fn()\n\n #reset display function\n display = __backend_agg_display_orig\n\n if len(__backend_agg_dfs) > 0:\n # create a temp view\n if hasattr(__backend_agg_dfs[0], \"to_spark\"):\n # koalas dataframe\n 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If you're using dataframe.display(), use display(dataframe) instead.\")\n\n\nfinally:\n spark.sql(\"drop view if exists DatabricksViewfa9c206\")\n display = __backend_agg_display_orig\n del __backend_agg_display_new\n del __backend_agg_display_orig\n del __backend_agg_dfs\n del __backend_agg_user_code_fn\n\n","commandTitle":"Visualization 1","commandType":"auto","commandVersion":0,"commentThread":[],"commentsVisible":false,"contentSha256Hex":null,"customPlotOptions":{"redashChart":[{"key":"type","value":"CHART"},{"key":"options","value":{"alignYAxesAtZero":true,"coefficient":1,"columnConfigurationMap":{"x":{"column":"hour_stamp","id":"column_79e45d3b1"},"y":[{"column":"ORIGIN_HourlyPrecipitation","id":"column_79e45d3b3","transform":"COUNT"}]},"dateTimeFormat":"DD/MM/YYYY 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= full_delay_set.where(\"YEAR != '2021'\")\n","full_delay_set_2015_2020.write.mode(\"overwrite\").parquet(f\"{blob_url}/train_delay_set\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"18ef4f04-f062-4bbc-b53e-3e0273758d7d","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n","\u001b[0;31m REFRESH [TABLE] full_delay_set_2021\u001b[0m\n","\u001b[0m ^\u001b[0m\n","\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m REFRESH [TABLE] full_delay_set_2021\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n","errorSummary":"SyntaxError: invalid syntax (, line 1)","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["REFRESH [TABLE] full_delay_set_2021"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"60ba8311-e2d7-40bd-92f7-242b0647a0f5","showTitle":false,"title":""}},"outputs":[],"source":[]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":4},"notebookName":"w261_phase_3_JOINS","notebookOrigID":2495978572324738,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_4_models/w261_modelling_dev-feature_selection_mlflow.html b/phase_4_models/w261_modelling_dev-feature_selection_mlflow.html new file mode 100644 index 0000000..12f2dc7 --- /dev/null +++ b/phase_4_models/w261_modelling_dev-feature_selection_mlflow.html @@ -0,0 +1,43 @@ + + + + +w261_modelling_dev-feature_selection_mlflow - Databricks + + + + + + + + + + + + + + + + + + diff --git a/phase_4_models/w261_modelling_dev-feature_selection_mlflow.ipynb b/phase_4_models/w261_modelling_dev-feature_selection_mlflow.ipynb new file mode 100644 index 0000000..cbf8b5a --- /dev/null +++ b/phase_4_models/w261_modelling_dev-feature_selection_mlflow.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"10050de4-6811-4530-9b88-ed9ca506b0cf","showTitle":false,"title":""}},"source":["# Baseline and model pipelines"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"507d4477-0b97-44b3-adf6-5ba393c5cd2b","showTitle":false,"title":""}},"outputs":[],"source":["blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\"\n","\n","spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")\n","\n","data_BASE_DIR = \"dbfs:/mnt/mids-w261/datasets_final_project_2022/\""]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa24958a-96cb-4bbe-a480-ba16e49fbe82","showTitle":false,"title":""}},"source":["## Imports"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d6e696ef-1dde-48dd-aa60-a4b08bc30d85","showTitle":false,"title":""}},"outputs":[{"data":{"application/vnd.databricks.v1+bamboolib_hint":"{\"pd.DataFrames\": [], \"version\": \"0.0.1\"}","text/plain":[]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":{"application/vnd.databricks.v1+bamboolib_hint":"{\"pd.DataFrames\": [], \"version\": \"0.0.1\"}","text/plain":""},"datasetInfos":[],"metadata":{"kernelSessionId":"6033a5bf-6c0bb830f71f3481f39bad9b"},"removedWidgets":[],"type":"mimeBundle"}},"output_type":"display_data"},{"data":{"text/plain":["\"is\" with a literal. Did you mean \"==\"?\n","\"is\" with a literal. Did you mean \"==\"?\n","\"is\" with a literal. Did you mean \"==\"?\n","\"is\" with a literal. Did you mean \"==\"?\n","\"is not\" with a literal. Did you mean \"!=\"?\n","\"is not\" with a literal. Did you mean \"!=\"?\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"\"is\" with a literal. Did you mean \"==\"?\n\"is\" with a literal. Did you mean \"==\"?\n\"is\" with a literal. Did you mean \"==\"?\n\"is\" with a literal. Did you mean \"==\"?\n\"is not\" with a literal. Did you mean \"!=\"?\n\"is not\" with a literal. Did you mean \"!=\"?\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["import pandas as pd\n","import numpy as np\n","import numpy as np\n","import matplotlib.pyplot as plt\n","%matplotlib inline\n","import seaborn as sns\n","import random\n","import itertools\n","from datetime import datetime\n","\n","# Basic Functions\n","from pyspark.sql import functions as f\n","from pyspark.sql import SQLContext\n","from pyspark.sql.functions import monotonically_increasing_id\n","from pyspark.sql.functions import isnan, when, count, col, isnull, percent_rank\n","from pyspark.sql.types import StructType, StructField, StringType, DoubleType, IntegerType, NullType, ShortType, DateType, BooleanType, BinaryType, FloatType\n"," \n","# For feature engineering\n","from pyspark.ml.feature import StandardScaler, MinMaxScaler, VectorAssembler, VectorIndexer, StringIndexer, OneHotEncoder, ChiSqSelector, Bucketizer, Imputer\n","from pyspark.ml import Pipeline\n","from pyspark.ml.linalg import Vectors\n","from pyspark.ml.stat import Correlation\n","from pyspark.ml.feature import VectorAssembler\n","from pyspark.sql.window import Window\n","from pyspark.streaming import StreamingContext\n","from pyspark.sql import Row\n","from functools import reduce\n","from pyspark.sql.functions import rand,col,when,concat,substring,lit,udf,lower,sum as ps_sum,count as ps_count,row_number\n","from pyspark.sql.window import *\n","from pyspark.sql import DataFrame\n","from pyspark.ml.feature import VectorAssembler,BucketedRandomProjectionLSH,VectorSlicer\n","from pyspark.ml.linalg import Vectors,VectorUDT\n","from pyspark.sql.functions import array, create_map, struct\n"," \n","# For Modeling\n","from pyspark.ml.classification import LogisticRegression, DecisionTreeClassifier, LinearSVC, RandomForestClassifier, GBTClassifier, MultilayerPerceptronClassifier\n","from pyspark.ml.tuning import CrossValidator, ParamGridBuilder\n","from pyspark.ml import Pipeline\n","from pyspark.ml.linalg import Vectors\n","from pyspark.ml.evaluation import BinaryClassificationEvaluator\n","from pyspark.mllib.evaluation import BinaryClassificationMetrics, MulticlassMetrics\n","from sklearn.metrics import classification_report\n","from sklearn.metrics import precision_recall_curve, plot_roc_curve\n","\n","# Experimentation Tracking and Hyperparamterization\n","import mlflow\n","from mlflow.tracking import MlflowClient\n","from hyperopt import fmin, tpe, hp, SparkTrials, Trials, STATUS_OK\n","from hyperopt.pyll import scope\n","import shap"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d8b568b2-ab02-4912-8b8d-00431b3c9852","showTitle":false,"title":""}},"source":["# Model Pipeline (RUN ALL)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"81a681ec-3701-466f-a4c4-374a4a564909","showTitle":false,"title":""}},"source":["## General Functions"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2f9aa698-540b-4fa4-bde2-12503ce7ab52","showTitle":false,"title":""}},"outputs":[],"source":["def read_clean(parquet_string): \n"," dataset = spark.read.parquet(f\"{blob_url}/{parquet_string}\")\n","\n"," dataset = dataset.where(\"DEP_DEL15 is not NULL\")\n","\n"," dataset = dataset.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n"," dataset= dataset.withColumnRenamed(\"DEP_DEL15\", \"label\")\n"," dataset= dataset.withColumn(\"HOUR_DEPT\", substring('DEP_TIME_BLK',1,4))\n"," \n"," for col_name in cont_feat:\n"," dataset = dataset.withColumn(col_name, col(col_name).cast('float'))\n"," dataset = dataset.na.drop(subset=[\"ORIGIN_HourlyStationPressure\",\n"," \"DEST_HourlyStationPressure\",\n"," \"ORIGIN_HourlyDryBulbTemperature\",\n"," \"DEST_HourlyDryBulbTemperature\",\n"," \"ORIGIN_HourlyVisibility\",\n"," \"DEST_HourlyVisibility\"])\\\n"," .fillna(0, subset=[\"ORIGIN_HourlyPrecipitation\",\n"," \"ORIGIN_HourlyWindDirection\",\n"," \"ORIGIN_HourlyWindSpeed\",\n"," \"DEST_HourlyPrecipitation\",\n"," \"DEST_HourlyWindDirection\",\n"," \"DEST_HourlyWindSpeed\"])\\\n"," .withColumn(\"ORIGIN_HourlyVisibility\", f.when(f.col(\"ORIGIN_HourlyVisibility\") >= 30, 30).otherwise(col(\"ORIGIN_HourlyVisibility\")))\\\n"," .withColumn(\"DEST_HourlyVisibility\", f.when(f.col(\"DEST_HourlyVisibility\") >= 30, 30).otherwise(col(\"DEST_HourlyVisibility\")))\\\n"," .withColumn(\"ORIGIN_HourlyWindSpeed\", f.when(f.col(\"ORIGIN_HourlyWindSpeed\") >= 80, 80).otherwise(col(\"ORIGIN_HourlyWindSpeed\")))\\\n"," .withColumn(\"DEST_HourlyWindSpeed\", f.when(f.col(\"DEST_HourlyWindSpeed\") >= 80, 80).otherwise(col(\"DEST_HourlyWindSpeed\")))\\\n"," .fillna(0,subset=['N1h_sum',\n"," 'N2h_sum',\n"," 'N3h_sum',\n"," 'N4h_sum',\n"," 'N5h_sum',\n"," 'N6h_sum',\n"," 'N7h_sum',\n"," 'N8h_sum',\n"," 'N9h_sum',\n"," 'N10h_sum',\n"," 'N11h_sum',\n"," 'N12h_sum'])\\\n"," .fillna(0,subset=['Q1h_sum',\n"," 'Qs1h_sum',\n"," 'Q2h_sum',\n"," 'Qs2h_sum',\n"," 'Q3h_sum',\n"," 'Qs3h_sum',\n"," 'Q4h_sum',\n"," 'Qs4h_sum',\n"," 'Q5h_sum',\n"," 'Qs5h_sum',\n"," 'Q6h_sum',\n"," 'Qs6h_sum',\n"," 'Q7h_sum',\n"," 'Qs7h_sum',\n"," 'Q8h_sum',\n"," 'Qs8h_sum',\n"," 'Q9h_sum',\n"," 'Qs9h_sum',\n"," 'Q10h_sum',\n"," 'Qs10h_sum',\n"," 'Q11h_sum',\n"," 'Qs11h_sum',\n"," 'Q12h_sum',\n"," 'Qs12h_sum'])\\\n"," .fillna(1,subset=['R1h',\n"," 'R2h',\n"," 'R3h',\n"," 'R4h',\n"," 'R5h',\n"," 'R6h',\n"," 'R7h',\n"," 'R8h',\n"," 'R9h',\n"," 'R10h',\n"," 'R11h',\n"," 'R12h'])\n"," return dataset\n","\n","\n","def create_parameters(parameter_grid):\n"," param_names = list(parameter_grid.keys())\n"," param_values = parameter_grid.values()\n"," combinations = list(itertools.product(*param_values))\n"," return (param_names, combinations)\n"," \n","def downsample(train_df):\n"," n_delays = train_df.filter(f.col(\"label\") == 1).count()\n"," n_no_delays = train_df.filter(f.col(\"label\") == 0).count()\n","\n"," total = n_delays + n_no_delays\n"," keep_percent = n_delays / n_no_delays\n","\n"," train_delay = train_df.filter(f.col('label') == 1)\n"," train_non_delay = train_df.filter(f.col('label') == 0).sample(withReplacement=False,fraction=keep_percent,seed=741) \n"," train_downsampled = train_delay.union(train_non_delay)\n"," return train_downsampled \n"," \n","def get_metrics(pred_df):\n"," preds_mc_rdd = pred_df.select(['prediction', 'label']).rdd\n"," preds_b_rdd = pred_df.select('label','probability').rdd.map(lambda row: (float(row['probability'][1]), float(row['label'])))\n"," metrics_mc = MulticlassMetrics(preds_mc_rdd)\n"," metrics_b = BinaryClassificationMetrics(preds_b_rdd)\n"," F2 = np.round(metrics_mc.fMeasure(label=1.0, beta=2.0), 4)\n"," au_ROC = metrics_b.areaUnderROC\n"," return F2, au_ROC"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ae7d7514-e035-4e88-ad81-080098086f7e","showTitle":false,"title":""}},"source":["## Specify Model Pipelines"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"917ecaae-2550-440b-a750-803211791da7","showTitle":false,"title":""}},"outputs":[],"source":["# def tree_pipeline(model):\n"," \n","# \"\"\"Pipeline for tree models - DT, RF, GBT\"\"\" \n","\n","# assembler_cont = VectorAssembler(inputCols=cont_feat,\n","# outputCol=\"cont_features\")\n"," \n","# #Categorical Features that need to be binned before being used as categorical variables\n","# # columns_to_bucketize = ['wind_dir_avg_origin', 'wind_dir_avg_dest']\n","# # splits = [[i for i in range(0,361,20)], [i for i in range(0,361,20)]]\n","# # bucketizer = Bucketizer(splitsArray=splits, inputCols=columns_to_bucketize, outputCols=[c+\"_bucketized\" for c in columns_to_bucketize])\n","\n","# indexer = StringIndexer(inputCols=columns_categorical,\n","# outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], \n","# outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# assembler_categ = VectorAssembler(inputCols= [x+\"_OHE\" for x in columns_categorical],\n","# outputCol=\"cat_features\")\n","\n","# assembler = VectorAssembler(inputCols= [\"cat_features\", \"cont_features\"],\n","# outputCol=\"features\")\n","\n","\n","# pipeline = Pipeline(stages=[assembler_cont, #bucketizer, \n","# indexer, ohe, assembler_categ, assembler, model]) \n","# return pipeline\n","\n","def tree_pipeline(model):\n"," \n"," \"\"\"Pipeline for tree models - DT, RF, GBT\"\"\" \n","\n"," stages_list = []\n"," inputCols_list = []\n"," \n"," if len(cont_feat) > 0:\n"," assembler_cont = VectorAssembler(inputCols=cont_feat, outputCol=\"cont_features\")\n"," \n"," assemblers = [VectorAssembler(inputCols=[c], outputCol=c + \"_vec\") for c in cont_feat]\n"," \n"," stages_list += assemblers\n"," inputCols_list += [c + \"_vec\" for c in cont_feat]\n"," \n"," if len(columns_categorical) > 0:\n"," indexer = StringIndexer(inputCols=columns_categorical, outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," assembler_categ = VectorAssembler(inputCols= [c+\"_OHE\" for c in columns_categorical], outputCol=\"cat_features\")\n"," \n"," stages_list += [indexer, ohe, assembler_categ]\n"," inputCols_list.append(\"cat_features\")\n"," \n"," assembler = VectorAssembler(inputCols= inputCols_list, outputCol=\"features\")\n"," \n"," stages_list += [assembler, model]\n"," \n"," return Pipeline(stages=stages_list)\n"," \n","# def scaled_pipeline(model):\n"," \n","# \"\"\"Pipeline for Logistic Regression and MLP\"\"\" \n","\n","# assembler_cont = VectorAssembler(inputCols=cont_feat,\n","# outputCol=\"cont_features\")\n"," \n","# scaler = MinMaxScaler(inputCol=\"cont_features\", outputCol=\"cont_features_scaled\")\n"," \n","# indexer = StringIndexer(inputCols=columns_categorical,\n","# outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], \n","# outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# assembler_categ = VectorAssembler(inputCols= [x+\"_OHE\" for x in columns_categorical],\n","# outputCol=\"cat_features\")\n","\n","# assembler = VectorAssembler(inputCols= [\"cat_features\", \"cont_features_scaled\"],\n","# outputCol=\"features\")\n"," \n","\n","# pipeline = Pipeline(stages=[assembler_cont, scaler, indexer, ohe, assembler_categ, assembler, model]) \n"," \n","# return pipeline\n","\n","def scaled_pipeline(model):\n"," \n"," \"\"\"Pipeline for Logistic Regression and MLP\"\"\" \n"," stages_list = []\n"," inputCols_list = []\n"," \n"," if len(cont_feat) > 0:\n"," assembler_cont = VectorAssembler(inputCols=cont_feat, outputCol=\"cont_features\")\n"," scaler = MinMaxScaler(inputCol=\"cont_features\", outputCol=\"cont_features_scaled\")\n"," \n"," assemblers = [VectorAssembler(inputCols=[c], outputCol=c + \"_vec\") for c in cont_feat]\n"," scalers = [MinMaxScaler(inputCol=c + \"_vec\", outputCol=c + \"_scaled\") for c in cont_feat]\n"," \n"," stages_list += assemblers\n"," stages_list += scalers\n"," inputCols_list += [c + \"_scaled\" for c in cont_feat]\n"," \n"," if len(columns_categorical) > 0:\n"," indexer = StringIndexer(inputCols=columns_categorical, outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," assembler_categ = VectorAssembler(inputCols= [c+\"_OHE\" for c in columns_categorical], outputCol=\"cat_features\")\n"," \n"," stages_list += [indexer, ohe, assembler_categ]\n"," inputCols_list.append(\"cat_features\")\n"," \n"," assembler = VectorAssembler(inputCols= inputCols_list, outputCol=\"features\")\n"," \n"," stages_list += [assembler, model]\n"," \n"," return Pipeline(stages=stages_list) #[assembler_cont, scaler, indexer, ohe, assembler_categ, assembler, model])\n","\n","\n","def get_model(model_type, pipeline_fn, p):\n"," \"\"\"\n"," Input: name of model, the pipeline function for that model and a set of parameters\n"," Output: a pipeline object for the input model type\n"," \"\"\"\n"," if model_type == 'dt':\n"," dt = DecisionTreeClassifier(labelCol='label', featuresCol='features', impurity='gini',\n"," maxDepth=p[0], \n"," maxBins=p[1])\n"," \n"," pipeline = pipeline_fn(dt) \n"," \n"," elif model_type == 'rf':\n"," rf = RandomForestClassifier(labelCol='label', featuresCol='features', \n"," maxDepth=p[0],\n"," numTrees=p[1]) \n"," \n"," pipeline = pipeline_fn(rf)\n"," \n"," elif model_type == 'gbt':\n"," gbt = GBTClassifier(labelCol='label', featuresCol='features',\n"," maxDepth=p[0],\n"," #maxBins=p[1],\n"," maxIter=p[2],\n"," stepSize=p[3])\n","\n"," pipeline = pipeline_fn(gbt)\n"," \n"," elif model_type == 'logr':\n"," logr = LogisticRegression(labelCol='label', featuresCol='features',\n"," maxIter=p[0],\n"," regParam=p[1],\n"," elasticNetParam=p[2]) # CHANGE\n","\n"," pipeline = pipeline_fn(logr)\n"," \n"," elif model_type == 'mlp':\n"," mlp = MultilayerPerceptronClassifier(labelCol='label', featuresCol='features',\n"," maxIter=p[0], layers=p[1], blockSize=p[2], seed=741)\n","\n"," pipeline = pipeline_fn(mlp)\n","\n"," return pipeline"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c2c4922e-c7a0-47f7-865e-b879d543b31d","showTitle":false,"title":""}},"source":["## SMOTE implementation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0436db0b-6994-4742-b5b0-1545728ad79a","showTitle":false,"title":""}},"outputs":[],"source":["#create smote_config class\n","class smote_config():\n"," def __init__(self,seed,bucketLength,k,multiplier):\n"," self.seed = seed\n"," self.bucketLength = bucketLength\n"," self.k = k\n"," self.multiplier = multiplier\n"," \n","#example SMOTE parameters: 12345 seed, bucket length = 1, k = 1, multiplier = 4 \n","smote_params = smote_config(12345,1,1,4)\n","\n","#pre-process df for use in SMOTE\n","def pre_smote_df_process(df,num_cols,cat_cols,target_col,index_suffix=\"_index\"):\n"," '''\n"," string indexer and vector assembler\n"," inputs:\n"," * df: spark df\n"," * num_cols: list of numerical cols to be assembled\n"," * cat_cols: list of categorical cols to be stringindexed\n"," * target_col: prediction target\n"," * index_suffix: will be the suffix after string indexing\n"," output:\n"," * vectorized: spark df, after stringindex and vector assemble, ready for smote\n"," '''\n"," \n"," if target_col in num_cols:\n"," #if array_contains()\n"," num_cols.remove(target_col)\n","\n"," # only assembled numeric columns into features\n"," assembler = VectorAssembler(inputCols = num_cols, outputCol = 'features')\n"," \n"," # index the string cols, except the label col\n"," assemble_stages = [StringIndexer(inputCol=column, outputCol=column+index_suffix).fit(df).setHandleInvalid(\"keep\") for column in list(set(cat_cols)-set([target_col]))]\n"," \n"," # add the stage of numerical vector assembler\n"," assemble_stages.append(assembler)\n"," pipeline = Pipeline(stages=assemble_stages)\n"," pos_vectorized = pipeline.fit(df).transform(df)\n"," \n"," # drop original num cols and cat cols\n"," drop_cols = num_cols+cat_cols\n"," \n"," keep_cols = [a for a in pos_vectorized.columns if a not in drop_cols]\n"," \n"," vectorized = pos_vectorized.select(*keep_cols).withColumn('label',pos_vectorized[target_col]).drop(target_col)\n"," \n"," return vectorized\n","\n","def smote(vectorized_sdf,smote_config):\n"," '''\n"," contains logic to perform smote oversampling, given a spark df with 2 classes\n"," inputs:\n"," * vectorized_sdf: cat cols are already stringindexed, num cols are assembled into 'features' vector\n"," df target col should be 'label'\n"," * smote_config: config obj containing smote parameters\n"," output:\n"," * oversampled_df: spark df after smote oversampling\n"," '''\n"," dataInput_min = vectorized_sdf[vectorized_sdf['label'] == 1]\n"," dataInput_maj = vectorized_sdf[vectorized_sdf['label'] == 0]\n"," \n"," # LSH, bucketed random projection\n"," brp = BucketedRandomProjectionLSH(inputCol=\"features\", outputCol=\"hashes\",seed=smote_config.seed, bucketLength=smote_config.bucketLength)\n"," # smote only applies on existing minority instances \n"," model = brp.fit(dataInput_min)\n"," model.transform(dataInput_min)\n","\n"," # here distance is calculated from brp's param inputCol\n"," self_join_w_distance = model.approxSimilarityJoin(dataInput_min, dataInput_min, float(\"inf\"), distCol=\"EuclideanDistance\")\n","\n"," # remove self-comparison (distance 0)\n"," self_join_w_distance = self_join_w_distance.filter(self_join_w_distance.EuclideanDistance > 0)\n","\n"," over_original_rows = Window.partitionBy(\"datasetA\").orderBy(\"EuclideanDistance\")\n","\n"," self_similarity_df = self_join_w_distance.withColumn(\"r_num\", F.row_number().over(over_original_rows))\n","\n"," self_similarity_df_selected = self_similarity_df.filter(self_similarity_df.r_num <= smote_config.k)\n","\n"," over_original_rows_no_order = Window.partitionBy('datasetA')\n","\n"," # list to store batches of synthetic data\n"," res = []\n"," \n"," # two udf for vector add and subtract, subtraction include a random factor [0,1]\n"," subtract_vector_udf = F.udf(lambda arr: random.uniform(0, 1)*(arr[0]-arr[1]), VectorUDT())\n"," add_vector_udf = F.udf(lambda arr: arr[0]+arr[1], VectorUDT())\n"," \n"," # retain original columns\n"," original_cols = dataInput_min.columns\n"," \n"," for i in range(smote_config.multiplier):\n"," print(\"generating batch %s of synthetic instances\"%i)\n"," # logic to randomly select neighbour: pick the largest random number generated row as the neighbour\n"," df_random_sel = self_similarity_df_selected.withColumn(\"rand\", F.rand()).withColumn('max_rand', F.max('rand').over(over_original_rows_no_order))\\\n"," .where(F.col('rand') == F.col('max_rand')).drop(*['max_rand','rand','r_num'])\n"," # create synthetic feature numerical part\n"," df_vec_diff = df_random_sel.select('*', subtract_vector_udf(F.array('datasetA.features', 'datasetB.features')).alias('vec_diff'))\n"," df_vec_modified = df_vec_diff.select('*', add_vector_udf(F.array('datasetA.features', 'vec_diff')).alias('features'))\n"," \n"," # for categorical cols, either pick original or the neighbour's cat values\n"," for c in original_cols:\n"," # randomly select neighbour or original data\n"," col_sub = random.choice(['datasetA','datasetB'])\n"," val = \"{0}.{1}\".format(col_sub,c)\n"," if c != 'features':\n"," # do not unpack original numerical features\n"," df_vec_modified = df_vec_modified.withColumn(c,F.col(val))\n"," \n"," # this df_vec_modified is the synthetic minority instances,\n"," df_vec_modified = df_vec_modified.drop(*['datasetA','datasetB','vec_diff','EuclideanDistance'])\n"," \n"," res.append(df_vec_modified)\n"," \n"," dfunion = reduce(DataFrame.unionAll, res)\n"," # union synthetic instances with original full (both minority and majority) df\n"," oversampled_df = dfunion.union(vectorized_sdf.select(dfunion.columns))\n"," \n"," return oversampled_df\n","\n","def SMOTE_pipeline(df,num_cols,cat_cols,target_col,vectorized_sdf,smote_params):\n"," \n"," return smote(pre_smote_df_process(df,num_cols,cat_cols,target_col,index_suffix=\"_index\"),smote_params)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d48b05e0-d934-4386-b33c-3ab29e916077","showTitle":false,"title":""}},"source":["## BlockedTS CV and Evaluation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c9c49e63-b22b-44c7-8788-5a8c5f8cbf33","showTitle":false,"title":""}},"outputs":[],"source":["def blocktimeSeriesCV(parquet_string, sampling, param_grid, pipeline_fn, model_type, k=6, metric='f2'):\n"," \"\"\"\n"," Blocked time series function, which also utilizes down sampling\n"," User inputs: \n"," Parquet String: \"full\", 1,2,3,4,5\n"," k: k number of folds works\n"," metric: f2 or au_roc\n"," \"\"\"\n"," best_score = 0\n"," best_param_vals = None\n"," scores=[]\n","\n"," parameter_names, parameters = create_parameters(param_grid)\n","\n"," for p in parameters:\n"," pipeline = get_model(model_type, pipeline_fn, p)\n","\n"," # Print parameter set\n"," param_print = {x[0]:x[1] for x in zip(parameter_names,p)}\n"," print(f\"Parameters: {param_print}\")\n"," \n"," if parquet_string == \"full\":\n"," for i in range(1,6):\n"," try:\n"," \n","# train_df = spark.read.parquet(f\"{blob_url}/train_qrn_set{i}\").cache()\n","# dev_df = spark.read.parquet(f\"{blob_url}/dev_qrn_set{i}\").cache()\n"," \n"," train_df = read_clean(f\"train_delay_set{i}\").cache()\n"," dev_df = read_clean(f\"dev_delay_set{i}\").cache()\n"," dev_df.count() # CHANGES MADE\n","\n"," if sampling == 'down':\n"," train_df = downsample(train_df)\n"," train_df = train_df.cache()\n"," train_df.count() # CHANGES MADE\n"," \n"," elif sampling == 'SMOTE':\n"," pass\n"," \n"," except Exception as e:\n"," print(e)\n","\n"," # Fit params on the model\n"," model = pipeline.fit(train_df)\n"," dev_pred = model.transform(dev_df)\n"," if metric=='f2':\n"," score = get_metrics(dev_pred)[0]\n"," elif metric=='au_roc':\n"," score = get_metrics(dev_pred)[1]\n"," scores.append(score)\n"," print(f' Number of training observations for fold number {i} is {train_df.count():,} with a {metric} score of {score:.2f}') \n"," print('------------------------------------------------------------')\n","\n"," else:\n"," for i in range(k):\n","\n","# df = spark.read.parquet(f\"{blob_url}/train_qrn_set{parquet_string}\").cache()\n"," df = read_clean(f\"train_delay_set{parquet_string}\").cache()\n"," n = df.count()\n","\n"," df = df.withColumn(\"row_id\", f.row_number().over(Window.partitionBy().orderBy(\"FL_DATE\")))\n"," chunk_size = int(n/(k+1))\n","\n"," print(f'Number of validation observations for each fold is {chunk_size:,}')\n"," print(\"************************************************************\")\n","\n"," dev_df = df.filter((f.col('row_id') > chunk_size * (i+1))&(f.col('row_id') <= chunk_size * (i+2))).cache()\n"," dev_df.count() # CHANGES MADE\n"," train_df = df.filter((f.col('row_id') > chunk_size * i)&(f.col('row_id') <= chunk_size * (i+1))).cache()\n","\n"," if sampling == 'down':\n"," train_df = downsample(train_df)\n"," train_df = train_df.cache()\n"," train_df.count() # CHANGES MADE\n"," \n"," elif sampling == 'SMOTE':\n"," pass\n"," \n"," # Fit params on the model\n"," model = pipeline.fit(train_df)\n"," dev_pred = model.transform(dev_df)\n"," if metric=='f2':\n"," score = get_metrics(dev_pred)[0]\n"," elif metric=='au_roc':\n"," score = get_metrics(dev_pred)[1]\n"," scores.append(score)\n"," print(f' Number of training observations for fold number {i+1} is {train_df.count():,} with a {metric} score of {score:.2f}') \n"," print('------------------------------------------------------------')\n","\n"," # Set best parameter set to current one for first fold\n"," if best_param_vals == None:\n"," best_param_vals = p\n","\n"," # Take average of all scores\n"," avg_score = np.average(scores) \n"," \n"," # Update best score and parameter set to reflect optimal dev performance\n"," if avg_score > best_score:\n"," previous_best = best_score\n"," best_score = avg_score\n"," best_parameters = param_print\n"," best_param_vals = p\n"," print(f'{metric} was BETTER, new best score of {best_score:.2f}')\n"," \n"," else:\n"," print(f'{metric} was NOT BETTER, score was {avg_score:.2f} with best {metric} score {best_score:.2f}')\n","\n"," print('Training on full train dataset, and validating on dev dataset with best parameters from CV:')\n"," print(best_parameters)\n","\n"," return best_parameters, best_score\n","\n","def evaluate(model, preds_train, preds_valid, classifier_name, hyperparams, x_test):\n"," rdd_train_b = preds_train.select('label','probability').rdd.map(lambda row: (float(row['probability'][1]), float(row['label'])))\n"," rdd_valid_b = preds_valid.select('label','probability').rdd.map(lambda row: (float(row['probability'][1]), float(row['label'])))\n"," rdd_train_m = preds_train.select(['prediction', 'label']).rdd\n"," rdd_valid_m = preds_valid.select(['prediction', 'label']).rdd\n","\n"," metrics_b_train = BinaryClassificationMetrics(rdd_train_b)\n"," metrics_m_train = MulticlassMetrics(rdd_train_m)\n"," metrics_b_valid = BinaryClassificationMetrics(rdd_valid_b)\n"," metrics_m_valid = MulticlassMetrics(rdd_valid_m)\n","\n"," # pull metrics\n"," results_pd = pd.DataFrame({\n"," ' ' : ['Train', 'Test'],\n"," 'ROC AUC' : [metrics_b_train.areaUnderROC, metrics_b_valid.areaUnderROC],\n"," 'F2 Score' : [metrics_m_train.fMeasure(label=1.0, beta=2.0), metrics_m_valid.fMeasure(1.0, beta=2.0)],\n"," 'Recall' : [metrics_m_train.recall(label=1), metrics_m_valid.recall(label=1)],\n"," 'Precision' : [metrics_m_train.precision(1), metrics_m_valid.precision(1)],\n"," 'Accuracy' : [metrics_m_train.accuracy, metrics_m_valid.accuracy]})\n"," results_pd = results_pd.set_index(' ')\n"," # print/plot results & pprint results\n"," pd.set_option(\"display.precision\", 3)\n"," print(classifier_name)\n"," print(results_pd.T)\n","\n"," fig, axes = plt.subplots(nrows=1, ncols=1, figsize=(8, 8))\n"," \n"," # Confusion Matrix\n"," cm = metrics_m_valid.confusionMatrix().toArray()\n"," confusion_matrix = pd.DataFrame(cm)\n"," \n"," # Log to mlflow\n"," \n"," mlflow.log_metric(f\"train_precision\", metrics_m_train.precision(1))\n"," mlflow.log_metric(f\"train_recall\", metrics_m_train.recall(label=1))\n"," mlflow.log_metric(f\"train_fMeasure\", metrics_m_train.fMeasure(1.0, beta=2.0))\n"," \n"," mlflow.log_metric(f\"val_areaUnderROC\", metrics_b_valid.areaUnderROC)\n"," mlflow.log_metric(f\"val_precision\", metrics_m_valid.precision(1))\n"," mlflow.log_metric(f\"val_recall\", metrics_m_valid.recall(label=1))\n"," mlflow.log_metric(f\"val_fMeasure\", metrics_m_valid.fMeasure(1.0, beta=2.0))\n"," mlflow.log_metric(f\"truePositive\", confusion_matrix.iloc[1,1])\n"," mlflow.log_metric(f\"trueNegative\", confusion_matrix.iloc[0,0])\n"," mlflow.log_metric(f\"falsePositive\", confusion_matrix.iloc[0,1])\n"," mlflow.log_metric(f\"falseNegative\", confusion_matrix.iloc[1,0])\n"," \n"," # Plot confusion matrix (normalized)\n","# confusion_matrix_norm = confusion_matrix.astype('float') / confusion_matrix.sum(axis=1)[:, np.newaxis]\n","# sns.heatmap(confusion_matrix, annot=True, cmap='rocket', fmt=\".2%\", ax=axes)\n"," \n"," # Plot confusion matrix\n"," cmap='OrRd'\n"," my_cmap = plt.get_cmap(cmap)\n"," \n"," sns.heatmap(confusion_matrix, annot=True, cmap=cmap, fmt=\",\", ax=axes)\n"," size = int(preds_valid.count())\n"," size = f'{size:,}'\n"," axes.set_title(f'Confusion Matrix - {size} observations')\n"," axes.set_ylabel('Actual Values')\n"," axes.set_xlabel('Predicted Values')\n"," plt.show()\n"," \n"," try:\n"," feature_names = preds_valid.schema[\"features\"].metadata[\"ml_attr\"][\"attrs\"]\n"," feature_names_dict={}\n"," for key in feature_names.keys():\n"," for i in range(len(feature_names[key])):\n"," feature_names_dict[feature_names[key][i]['idx']]= feature_names[key][i]['name']\n","\n"," featureNames = pd.DataFrame(list(feature_names_dict.items()),columns = ['index','name'])\n"," tree = model.stages[-1]\n"," importance = tree.featureImportances\n"," imp = pd.DataFrame(data=importance.toArray())\n"," imp.rename(columns={0:'score'}, inplace=True)\n"," df1 = imp.sort_values('score', ascending=False).head(20)\n"," df1 = df1.reset_index()\n"," df2 = pd.merge(featureNames, df1, on='index')\n"," df2 = df2.sort_values('score', ascending=False)\n","\n"," sns.set(font_scale=1, style='whitegrid')\n"," plt.subplots(figsize=(10,8))\n"," ax = sns.barplot(x='score', y='name', data=df2)# , color=my_cmap)\n"," ax.set_xlabel('score')\n"," ax.set_title(f'{classifier_name} Feature Importance')\n"," \n"," except Exception as e:\n"," print(e)\n","\n","def validation(df, validate_df, sampling, model_type, pipeline_fn, best_parameters, comments):\n"," \"\"\" Validate on best average scored parameter set that maximized F2, using down sampling\"\"\"\n"," \n"," if sampling == 'down':\n"," train_df = downsample(df)\n"," train_df = train_df.cache()\n"," \n"," elif sampling == 'SMOTE':\n"," pass\n","\n"," best_params = list(best_parameters.values())\n","\n"," pipeline = get_model(model_type, pipeline_fn, best_params)\n"," \n"," # Log Validation Experiment\n"," mlflow.end_run()\n"," \n"," with mlflow.start_run(experiment_id=1215577238252958):\n"," \n"," dt_now = datetime.strftime(datetime.now(), \"%Y%m%d%H%M\")\n"," \n"," tags = {\n"," \"model_name\": model_type,\n"," \"run_date_time\": dt_now,\n"," \"comments\": comments\n"," }\n"," \n"," mlflow.set_tags(tags)\n"," mlflow.log_params(best_parameters)\n"," \n"," model = pipeline.fit(train_df)\n"," train_pred = model.transform(train_df)\n"," validate_pred = model.transform(validate_df)\n"," evaluate(model, train_pred, validate_pred, f' CV Result of {model_type}', best_parameters, validate_df)\n","\n"," return model, validate_pred"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fbba74d1-b842-44a9-8120-6e3f15a72eae","showTitle":false,"title":""}},"source":["# RUN: Read Dataset (JOINED DATASET WITH DELAY FEATURES)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4b876edd-4121-4c0f-9b8c-f25c56ff1858","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# full_train_df = read_clean(f\"train_delay_set\").cache() # CHANGES MADE\n","# full_train_df.count() # CHANGES MADE\n","\n","# full_test_df = read_clean(f\"test_delay_set\").cache() # CHANGES MADE\n","# full_test_df.count() # CHANGES MADE\n","\n","\n","yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","yr_train_df.count()\n","\n","yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","yr_test_df.count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"75461e00-6315-4fe1-b3c9-00be029b58ed","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[35]: ['hour_stamp',\n"," 'ORIGIN',\n"," 'MONTH',\n"," 'DAY_OF_MONTH',\n"," 'DAY_OF_WEEK',\n"," 'FL_DATE',\n"," 'OP_UNIQUE_CARRIER',\n"," 'OP_CARRIER_AIRLINE_ID',\n"," 'TAIL_NUM',\n"," 'ORIGIN_AIRPORT_ID',\n"," 'ORIGIN_STATE_ABR',\n"," 'DEST_AIRPORT_ID',\n"," 'DEST',\n"," 'DEST_STATE_ABR',\n"," 'CRS_DEP_TIME',\n"," 'DEP_TIME',\n"," 'DEP_DELAY',\n"," 'DEP_DELAY_NEW',\n"," 'label',\n"," 'DEP_DELAY_GROUP',\n"," 'DEP_TIME_BLK',\n"," 'CRS_ARR_TIME',\n"," 'ARR_TIME',\n"," 'ARR_DELAY',\n"," 'ARR_DELAY_NEW',\n"," 'ARR_DEL15',\n"," 'ARR_DELAY_GROUP',\n"," 'ARR_TIME_BLK',\n"," 'CANCELLED',\n"," 'DIVERTED',\n"," 'DISTANCE',\n"," 'DISTANCE_GROUP',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY',\n"," 'YEAR',\n"," 'ORIGIN_icao',\n"," 'ORIGIN_iata',\n"," 'ORIGIN_airport_name',\n"," 'ORIGIN_airport_city',\n"," 'ORIGIN_airport_subd',\n"," 'ORIGIN_airport_country',\n"," 'ORIGIN_elevation',\n"," 'ORIGIN_airport_lat',\n"," 'ORIGIN_airport_lon',\n"," 'ORIGIN_airport_tz',\n"," 'flight_id',\n"," 'ORIGIN_FLIGHT_TIMESTAMP',\n"," 'HOUR_WEATHER_TIMESTAMP',\n"," 'WEATHER_TIMESTAMP',\n"," 'TWO_HOUR_WEATHER_TIMESTAMP',\n"," 'THREE_HOUR_WEATHER_TIMESTAMP',\n"," 'ORIGIN_STATION_ID',\n"," 'ORIGIN_STATION_NAME',\n"," 'ORIGIN_STATION_ELEVATION',\n"," 'ORIGIN_STATION_LATITUDE',\n"," 'ORIGIN_STATION_LONGITUDE',\n"," 'ORIGIN_WEATHER_DATE',\n"," 'ORIGIN_WEATHER_REPORT_TYPE',\n"," 'ORIGIN_WEATHER_SOURCE',\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyPresentWeatherType',\n"," 'ORIGIN_STATION_TIMESTAMP',\n"," 'HOUR_TIMESTAMP',\n"," 'ORIGIN_HourlyDewPointTemperature',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyWetBulbTemperature',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyVisibility',\n"," 'ORIGIN_AU_code',\n"," 'ORIGIN_AW_code',\n"," 'ORIGIN_MW_code',\n"," 'ORIGIN_AU_TS',\n"," 'ORIGIN_AU_ICE',\n"," 'ORIGIN_AU_SNOW',\n"," 'ORIGIN_AU_FOG',\n"," 'ORIGIN_AW_TS',\n"," 'ORIGIN_AW_ICE',\n"," 'ORIGIN_AW_SNOW',\n"," 'ORIGIN_AW_FOG',\n"," 'ORIGIN_MW_TS',\n"," 'ORIGIN_MW_ICE',\n"," 'ORIGIN_MW_SNOW',\n"," 'ORIGIN_MW_FOG',\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_icao',\n"," 'DEST_iata',\n"," 'DEST_airport_name',\n"," 'DEST_airport_city',\n"," 'DEST_airport_subd',\n"," 'DEST_airport_country',\n"," 'DEST_elevation',\n"," 'DEST_airport_lat',\n"," 'DEST_airport_lon',\n"," 'DEST_airport_tz',\n"," 'DEST_STATION_ID',\n"," 'DEST_STATION_NAME',\n"," 'DEST_STATION_ELEVATION',\n"," 'DEST_STATION_LATITUDE',\n"," 'DEST_STATION_LONGITUDE',\n"," 'DEST_WEATHER_DATE',\n"," 'DEST_WEATHER_REPORT_TYPE',\n"," 'DEST_WEATHER_SOURCE',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyPresentWeatherType',\n"," 'DEST_STATION_TIMESTAMP',\n"," 'DEST_HourlyDewPointTemperature',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyWetBulbTemperature',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyVisibility',\n"," 'DEST_AU_code',\n"," 'DEST_AW_code',\n"," 'DEST_MW_code',\n"," 'DEST_AU_TS',\n"," 'DEST_AU_ICE',\n"," 'DEST_AU_SNOW',\n"," 'DEST_AU_FOG',\n"," 'DEST_AW_TS',\n"," 'DEST_AW_ICE',\n"," 'DEST_AW_SNOW',\n"," 'DEST_AW_FOG',\n"," 'DEST_MW_TS',\n"," 'DEST_MW_ICE',\n"," 'DEST_MW_SNOW',\n"," 'DEST_MW_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG',\n"," 'ARRIVAL_FLIGHT_TIMESTAMP',\n"," 'PREV_DEP_DELAY',\n"," 'PREV_DEPARTURE_TIMESTAMP',\n"," 'PREV_ARR_DELAY',\n"," 'PREV_ARRIVAL_TIMESTAMP',\n"," 'time_between_flights',\n"," 'PREV_DEP_15',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1',\n"," 'ORIGIN_FLIGHT_TIMESTAMP_ACT',\n"," 'hour_stamp_act',\n"," 'Q',\n"," 'Qs',\n"," 'Q1h_sum',\n"," 'Qs1h_sum',\n"," 'R1h',\n"," 'Q2h_sum',\n"," 'Qs2h_sum',\n"," 'R2h',\n"," 'Q3h_sum',\n"," 'Qs3h_sum',\n"," 'R3h',\n"," 'Q4h_sum',\n"," 'Qs4h_sum',\n"," 'R4h',\n"," 'Q5h_sum',\n"," 'Qs5h_sum',\n"," 'R5h',\n"," 'Q6h_sum',\n"," 'Qs6h_sum',\n"," 'R6h',\n"," 'Q7h_sum',\n"," 'Qs7h_sum',\n"," 'R7h',\n"," 'Q8h_sum',\n"," 'Qs8h_sum',\n"," 'R8h',\n"," 'Q9h_sum',\n"," 'Qs9h_sum',\n"," 'R9h',\n"," 'Q10h_sum',\n"," 'Qs10h_sum',\n"," 'R10h',\n"," 'Q11h_sum',\n"," 'Qs11h_sum',\n"," 'R11h',\n"," 'Q12h_sum',\n"," 'Qs12h_sum',\n"," 'R12h',\n"," 'N',\n"," 'N1h_sum',\n"," 'N2h_sum',\n"," 'N3h_sum',\n"," 'N4h_sum',\n"," 'N5h_sum',\n"," 'N6h_sum',\n"," 'N7h_sum',\n"," 'N8h_sum',\n"," 'N9h_sum',\n"," 'N10h_sum',\n"," 'N11h_sum',\n"," 'N12h_sum',\n"," 'PageRank_origin',\n"," 'PageRank_dest',\n"," 'delay_state']"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[35]: ['hour_stamp',\n 'ORIGIN',\n 'MONTH',\n 'DAY_OF_MONTH',\n 'DAY_OF_WEEK',\n 'FL_DATE',\n 'OP_UNIQUE_CARRIER',\n 'OP_CARRIER_AIRLINE_ID',\n 'TAIL_NUM',\n 'ORIGIN_AIRPORT_ID',\n 'ORIGIN_STATE_ABR',\n 'DEST_AIRPORT_ID',\n 'DEST',\n 'DEST_STATE_ABR',\n 'CRS_DEP_TIME',\n 'DEP_TIME',\n 'DEP_DELAY',\n 'DEP_DELAY_NEW',\n 'label',\n 'DEP_DELAY_GROUP',\n 'DEP_TIME_BLK',\n 'CRS_ARR_TIME',\n 'ARR_TIME',\n 'ARR_DELAY',\n 'ARR_DELAY_NEW',\n 'ARR_DEL15',\n 'ARR_DELAY_GROUP',\n 'ARR_TIME_BLK',\n 'CANCELLED',\n 'DIVERTED',\n 'DISTANCE',\n 'DISTANCE_GROUP',\n 'CARRIER_DELAY',\n 'WEATHER_DELAY',\n 'NAS_DELAY',\n 'SECURITY_DELAY',\n 'LATE_AIRCRAFT_DELAY',\n 'YEAR',\n 'ORIGIN_icao',\n 'ORIGIN_iata',\n 'ORIGIN_airport_name',\n 'ORIGIN_airport_city',\n 'ORIGIN_airport_subd',\n 'ORIGIN_airport_country',\n 'ORIGIN_elevation',\n 'ORIGIN_airport_lat',\n 'ORIGIN_airport_lon',\n 'ORIGIN_airport_tz',\n 'flight_id',\n 'ORIGIN_FLIGHT_TIMESTAMP',\n 'HOUR_WEATHER_TIMESTAMP',\n 'WEATHER_TIMESTAMP',\n 'TWO_HOUR_WEATHER_TIMESTAMP',\n 'THREE_HOUR_WEATHER_TIMESTAMP',\n 'ORIGIN_STATION_ID',\n 'ORIGIN_STATION_NAME',\n 'ORIGIN_STATION_ELEVATION',\n 'ORIGIN_STATION_LATITUDE',\n 'ORIGIN_STATION_LONGITUDE',\n 'ORIGIN_WEATHER_DATE',\n 'ORIGIN_WEATHER_REPORT_TYPE',\n 'ORIGIN_WEATHER_SOURCE',\n 'ORIGIN_HourlyPrecipitation',\n 'ORIGIN_HourlyPresentWeatherType',\n 'ORIGIN_STATION_TIMESTAMP',\n 'HOUR_TIMESTAMP',\n 'ORIGIN_HourlyDewPointTemperature',\n 'ORIGIN_HourlyDryBulbTemperature',\n 'ORIGIN_HourlyWetBulbTemperature',\n 'ORIGIN_HourlyStationPressure',\n 'ORIGIN_HourlyWindDirection',\n 'ORIGIN_HourlyWindSpeed',\n 'ORIGIN_HourlyVisibility',\n 'ORIGIN_AU_code',\n 'ORIGIN_AW_code',\n 'ORIGIN_MW_code',\n 'ORIGIN_AU_TS',\n 'ORIGIN_AU_ICE',\n 'ORIGIN_AU_SNOW',\n 'ORIGIN_AU_FOG',\n 'ORIGIN_AW_TS',\n 'ORIGIN_AW_ICE',\n 'ORIGIN_AW_SNOW',\n 'ORIGIN_AW_FOG',\n 'ORIGIN_MW_TS',\n 'ORIGIN_MW_ICE',\n 'ORIGIN_MW_SNOW',\n 'ORIGIN_MW_FOG',\n 'ORIGIN_TS',\n 'ORIGIN_ICE',\n 'ORIGIN_SNOW',\n 'ORIGIN_FOG',\n 'DEST_icao',\n 'DEST_iata',\n 'DEST_airport_name',\n 'DEST_airport_city',\n 'DEST_airport_subd',\n 'DEST_airport_country',\n 'DEST_elevation',\n 'DEST_airport_lat',\n 'DEST_airport_lon',\n 'DEST_airport_tz',\n 'DEST_STATION_ID',\n 'DEST_STATION_NAME',\n 'DEST_STATION_ELEVATION',\n 'DEST_STATION_LATITUDE',\n 'DEST_STATION_LONGITUDE',\n 'DEST_WEATHER_DATE',\n 'DEST_WEATHER_REPORT_TYPE',\n 'DEST_WEATHER_SOURCE',\n 'DEST_HourlyPrecipitation',\n 'DEST_HourlyPresentWeatherType',\n 'DEST_STATION_TIMESTAMP',\n 'DEST_HourlyDewPointTemperature',\n 'DEST_HourlyDryBulbTemperature',\n 'DEST_HourlyWetBulbTemperature',\n 'DEST_HourlyStationPressure',\n 'DEST_HourlyWindDirection',\n 'DEST_HourlyWindSpeed',\n 'DEST_HourlyVisibility',\n 'DEST_AU_code',\n 'DEST_AW_code',\n 'DEST_MW_code',\n 'DEST_AU_TS',\n 'DEST_AU_ICE',\n 'DEST_AU_SNOW',\n 'DEST_AU_FOG',\n 'DEST_AW_TS',\n 'DEST_AW_ICE',\n 'DEST_AW_SNOW',\n 'DEST_AW_FOG',\n 'DEST_MW_TS',\n 'DEST_MW_ICE',\n 'DEST_MW_SNOW',\n 'DEST_MW_FOG',\n 'DEST_TS',\n 'DEST_ICE',\n 'DEST_SNOW',\n 'DEST_FOG',\n 'ARRIVAL_FLIGHT_TIMESTAMP',\n 'PREV_DEP_DELAY',\n 'PREV_DEPARTURE_TIMESTAMP',\n 'PREV_ARR_DELAY',\n 'PREV_ARRIVAL_TIMESTAMP',\n 'time_between_flights',\n 'PREV_DEP_15',\n 'AVG_DELAY_ORIGIN_LAST_12',\n 'PER_DELAY_15_ORIGIN_LAST_12',\n 'AVG_DELAY_ORIGIN_LAST_6',\n 'PER_DELAY_15_ORIGIN_LAST_6',\n 'AVG_DELAY_ORIGIN_LAST_3',\n 'PER_DELAY_15_ORIGIN_LAST_3',\n 'AVG_DELAY_ORIGIN_LAST_1',\n 'PER_DELAY_15_ORIGIN_LAST_1',\n 'ORIGIN_FLIGHT_TIMESTAMP_ACT',\n 'hour_stamp_act',\n 'Q',\n 'Qs',\n 'Q1h_sum',\n 'Qs1h_sum',\n 'R1h',\n 'Q2h_sum',\n 'Qs2h_sum',\n 'R2h',\n 'Q3h_sum',\n 'Qs3h_sum',\n 'R3h',\n 'Q4h_sum',\n 'Qs4h_sum',\n 'R4h',\n 'Q5h_sum',\n 'Qs5h_sum',\n 'R5h',\n 'Q6h_sum',\n 'Qs6h_sum',\n 'R6h',\n 'Q7h_sum',\n 'Qs7h_sum',\n 'R7h',\n 'Q8h_sum',\n 'Qs8h_sum',\n 'R8h',\n 'Q9h_sum',\n 'Qs9h_sum',\n 'R9h',\n 'Q10h_sum',\n 'Qs10h_sum',\n 'R10h',\n 'Q11h_sum',\n 'Qs11h_sum',\n 'R11h',\n 'Q12h_sum',\n 'Qs12h_sum',\n 'R12h',\n 'N',\n 'N1h_sum',\n 'N2h_sum',\n 'N3h_sum',\n 'N4h_sum',\n 'N5h_sum',\n 'N6h_sum',\n 'N7h_sum',\n 'N8h_sum',\n 'N9h_sum',\n 'N10h_sum',\n 'N11h_sum',\n 'N12h_sum',\n 'PageRank_origin',\n 'PageRank_dest',\n 'delay_state']","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["full_test_df.columns"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9be77025-53c9-4c3f-ab5f-3cd4bf57008a","showTitle":false,"title":""}},"source":["## EDA"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6d173fb6-f4ba-43b7-a371-1df7943e02b0","showTitle":false,"title":""}},"outputs":[],"source":["# import pyspark.sql.functions as F\n","# def count_missings(spark_df,sort=True):\n","# \"\"\"\n","# Counts number of nulls and nans in each column\n","# \"\"\"\n","# df = spark_df.takeSample(False, 50000, 741).select([F.count(F.when(F.isnan(c) | F.isnull(c), c)).alias(c) for (c,c_type) in spark_df.dtypes if c_type not in ('timestamp', 'string', 'date')]).toPandas()\n","\n","# if len(df) == 0:\n","# print(\"There are no any missing values!\")\n","# return None\n","\n","# if sort:\n","# return df.rename(index={0: 'count'}).T.sort_values(\"count\",ascending=False)\n","\n","# return df\n","\n","# tot_missing = pd.concat( [count_missings(full_train_df), count_missings(full_test_df)], axis=1)\n","# tot_missing.rename(\n","# columns = {count : 'train_count', count : 'test_count'}) \n","# tot_missing"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"738a9e42-a0cb-444b-84d8-0bd7b3a3317d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
YEARcount
20155657370
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2015,5657370]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"count","type":"\"long\""}],"type":"table"}},"output_type":"display_data"},{"data":{"text/html":["
YEARcount
20165480289
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2016,5480289]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"count","type":"\"long\""}],"type":"table"}},"output_type":"display_data"},{"data":{"text/plain":["Out[25]: ('2016-01-01', '2016-12-31')"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[25]: ('2016-01-01', '2016-12-31')","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["display(full_train_df.groupBy(\"YEAR\").count())\n","display(full_test_df.groupBy(\"YEAR\").count())\n","full_train_df.agg({'FL_DATE':'min'}).collect()[0][0], train_set.agg({'FL_DATE':'max'}).collect()[0][0]\n","full_test_df.agg({'FL_DATE':'min'}).collect()[0][0], test_set.agg({'FL_DATE':'max'}).collect()[0][0]"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e8f44ed1-7985-4870-ab7b-18a7fa17a6e6","showTitle":false,"title":""}},"source":["# RUN: Define Features to Keep"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"015f5c2f-c3a3-4240-b150-4c9d6e1ab01a","showTitle":false,"title":""}},"outputs":[],"source":["# WE SHOULD CONSIDER FEATURE STORE\n","\n","flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [ 'Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\",\n"," \"OP_UNIQUE_CARRIER\",\n"," \"DAY_OF_WEEK\" \n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","cont_feat = [*flight_features_cont, *weather_features_cont, *airport_capacity_cont, *page_rank_cont]\n","\n","columns_categorical = [*flight_features_cat, *weather_features_binary, *graph_features_cat]"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"90ee69ff-52c5-4779-a0c2-33010bcc9a17","showTitle":false,"title":""}},"outputs":[],"source":["# https://www.databricks.com/notebooks/Demo_Hub-MLflow_Notebook.html"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ca406810-a965-4b15-a3f4-ac8fc09ad7d2","showTitle":false,"title":""}},"outputs":[],"source":["path = \"/tmp/modelgbt\"\n","gbtModel.save(path)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"64dca5a2-db18-4af8-a216-6fe92cba2dbe","showTitle":false,"title":""}},"outputs":[],"source":["!mkdir /dbfs/models/team20_models\n","!cp -r /tmp/modelgbt /dbfs/team20_models\n","!cp -r /dbfs/models/team20_models /tmp/modelgbt_import"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"14344a5e-4ebc-4a74-98d9-f3e4cea2086a","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mIllegalArgumentException\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0mpipelineModel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;31m# df = pipelineModel.transform(df)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/ml/util.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(cls, path)\u001b[0m\n","\u001b[1;32m 444\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mRL\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 445\u001b[0m \u001b[0;34m\"\"\"Reads an ML instance from the input path, a shortcut of `read().load(path)`.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 446\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 447\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 448\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/ml/pipeline.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self, path)\u001b[0m\n","\u001b[1;32m 245\u001b[0m \u001b[0mmetadata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDefaultParamsReader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloadMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msc\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 246\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"language\"\u001b[0m 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path)\u001b[0m\n","\u001b[1;32m 393\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 394\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"path should be a string, got type %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 395\u001b[0;31m \u001b[0mjava_obj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jread\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 396\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clazz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"_from_java\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 397\u001b[0m raise NotImplementedError(\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n","\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 200\u001b[0m \u001b[0;31m# Hide where the exception came from that shows a non-Pythonic\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 201\u001b[0m \u001b[0;31m# JVM exception message.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 202\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 203\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 204\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mIllegalArgumentException\u001b[0m: requirement failed: Error loading metadata: Expected class name org.apache.spark.ml.Pipeline but found class name org.apache.spark.ml.PipelineModel"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mIllegalArgumentException\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mpipelineModel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;31m# df = pipelineModel.transform(df)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/util.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(cls, path)\u001b[0m\n\u001b[1;32m 444\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mRL\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 445\u001b[0m \u001b[0;34m\"\"\"Reads an ML instance from the input path, a shortcut of `read().load(path)`.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 446\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 447\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/pipeline.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self, path)\u001b[0m\n\u001b[1;32m 245\u001b[0m \u001b[0mmetadata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDefaultParamsReader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloadMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msc\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 246\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"language\"\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"paramMap\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mmetadata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"paramMap\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"language\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;34m\"Python\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 247\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mJavaMLReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcast\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mType\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"JavaMLReadable[Pipeline]\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 248\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 249\u001b[0m \u001b[0muid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstages\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPipelineSharedReadWrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/util.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self, path)\u001b[0m\n\u001b[1;32m 393\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 394\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"path should be a string, got type %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 395\u001b[0;31m \u001b[0mjava_obj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jread\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 396\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clazz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"_from_java\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 397\u001b[0m raise NotImplementedError(\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 200\u001b[0m \u001b[0;31m# Hide where the exception came from that shows a non-Pythonic\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 201\u001b[0m \u001b[0;31m# JVM exception message.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 202\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 203\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 204\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mIllegalArgumentException\u001b[0m: requirement failed: Error loading metadata: Expected class name org.apache.spark.ml.Pipeline but found class name org.apache.spark.ml.PipelineModel","errorSummary":"IllegalArgumentException: requirement failed: Error loading metadata: Expected class name org.apache.spark.ml.Pipeline but found class name org.apache.spark.ml.PipelineModel","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["pipelineModel = Pipeline.load(path)\n","# df = pipelineModel.transform(df)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8fcb83d9-857b-4c79-ae81-f193fb903194","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n","\u001b[1;32m 57\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 58\u001b[0;31m ml_model_file = _download_artifact_from_uri(\n","\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/tracking/artifact_utils.py\u001b[0m in \u001b[0;36m_download_artifact_from_uri\u001b[0;34m(artifact_uri, output_path)\u001b[0m\n","\u001b[1;32m 99\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 100\u001b[0;31m return get_artifact_repository(artifact_uri=root_uri).download_artifacts(\n","\u001b[0m\u001b[1;32m 101\u001b[0m \u001b[0martifact_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0martifact_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdst_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_path\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/store/artifact/local_artifact_repo.py\u001b[0m in \u001b[0;36mdownload_artifacts\u001b[0;34m(self, artifact_path, dst_path)\u001b[0m\n","\u001b[1;32m 78\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexists\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 79\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"No such file or directory: '{}'\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 80\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mOSError\u001b[0m: No such file or directory: '/tmp/modelgbt_import/MLmodel'\n","\n","During handling of the above exception, another exception occurred:\n","\n","\u001b[0;31mMlflowException\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 1\u001b[0m \u001b[0mgbt_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/tmp/modelgbt_import\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 3\u001b[0;31m \u001b[0mimport_model\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspark\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgbt_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;31m# predictions = import_model.transform(df_test1)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\u001b[0m in \u001b[0;36mload_model\u001b[0;34m(model_uri, dfs_tmpdir, dst_path)\u001b[0m\n","\u001b[1;32m 779\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 780\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 781\u001b[0;31m \u001b[0mflavor_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_flavor_configuration_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mFLAVOR_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 782\u001b[0m \u001b[0mmodel_uri\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflavor_conf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"model_data\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 783\u001b[0m \u001b[0mlocal_model_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_download_artifact_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdst_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n","\u001b[1;32m 60\u001b[0m )\n","\u001b[1;32m 61\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 62\u001b[0;31m raise MlflowException(\n","\u001b[0m\u001b[1;32m 63\u001b[0m 'Failed to download an \"{model_file}\" model file from \"{model_uri}\": {ex}'.format(\n","\u001b[1;32m 64\u001b[0m \u001b[0mmodel_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mex\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mMlflowException\u001b[0m: Failed to download an \"MLmodel\" model file from \"/tmp/modelgbt_import\": No such file or directory: '/tmp/modelgbt_import/MLmodel'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m ml_model_file = _download_artifact_from_uri(\n\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/tracking/artifact_utils.py\u001b[0m in \u001b[0;36m_download_artifact_from_uri\u001b[0;34m(artifact_uri, output_path)\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 100\u001b[0;31m return get_artifact_repository(artifact_uri=root_uri).download_artifacts(\n\u001b[0m\u001b[1;32m 101\u001b[0m \u001b[0martifact_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0martifact_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdst_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_path\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/store/artifact/local_artifact_repo.py\u001b[0m in \u001b[0;36mdownload_artifacts\u001b[0;34m(self, artifact_path, dst_path)\u001b[0m\n\u001b[1;32m 78\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexists\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 79\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"No such file or directory: '{}'\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 80\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mOSError\u001b[0m: No such file or directory: '/tmp/modelgbt_import/MLmodel'\n\nDuring handling of the above exception, another exception occurred:\n\n\u001b[0;31mMlflowException\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mgbt_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/tmp/modelgbt_import\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mimport_model\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspark\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgbt_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;31m# predictions = import_model.transform(df_test1)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\u001b[0m in \u001b[0;36mload_model\u001b[0;34m(model_uri, dfs_tmpdir, dst_path)\u001b[0m\n\u001b[1;32m 779\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 780\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 781\u001b[0;31m \u001b[0mflavor_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_flavor_configuration_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mFLAVOR_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 782\u001b[0m \u001b[0mmodel_uri\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflavor_conf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"model_data\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 783\u001b[0m \u001b[0mlocal_model_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_download_artifact_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdst_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n\u001b[1;32m 60\u001b[0m )\n\u001b[1;32m 61\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 62\u001b[0;31m raise MlflowException(\n\u001b[0m\u001b[1;32m 63\u001b[0m 'Failed to download an \"{model_file}\" model file from \"{model_uri}\": {ex}'.format(\n\u001b[1;32m 64\u001b[0m \u001b[0mmodel_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mex\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mMlflowException\u001b[0m: Failed to download an \"MLmodel\" model file from \"/tmp/modelgbt_import\": No such file or directory: '/tmp/modelgbt_import/MLmodel'","errorSummary":"MlflowException: Failed to download an \"MLmodel\" model file from \"/tmp/modelgbt_import\": No such file or directory: '/tmp/modelgbt_import/MLmodel'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["gbt_path = \"/tmp/modelgbt_import\"\n","\n","import_model = mlflow.spark.load_model(gbt_path)\n","# predictions = import_model.transform(df_test1)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"313b33ae-77f9-478f-89e5-11ebe17cbcc5","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["2022/11/27 08:10:03 WARNING mlflow.utils.environment: Encountered an unexpected error while inferring pip requirements (model URI: /tmp/modelgbt, flavor: spark), fall back to return ['pyspark==3.3.0']. Set logging level to DEBUG to see the full traceback.\n","2022/11/27 08:10:03 DEBUG mlflow.utils.environment: \n","Traceback (most recent call last):\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/environment.py\", line 378, in infer_pip_requirements\n"," return _infer_requirements(model_uri, flavor)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 361, in _infer_requirements\n"," modules = _capture_imported_modules(model_uri, flavor)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 266, in _capture_imported_modules\n"," _run_command(\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 218, in _run_command\n"," raise MlflowException(msg)\n","mlflow.exceptions.MlflowException: Encountered an unexpected error while running ['/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/bin/python', '/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py', '--model-path', '/tmp/modelgbt', '--flavor', 'spark', '--output-file', '/tmp/tmpd12kbqih/imported_modules.txt', '--sys-path', '[\"/databricks/python_shell/scripts\", \"/local_disk0/spark-2ee26286-ada0-467e-b324-1fb0a89d1892/userFiles-a5ea308f-46ea-48e0-8e2a-927c121d5be8\", \"/databricks/spark/python\", \"/databricks/spark/python/lib/py4j-0.10.9.5-src.zip\", \"/databricks/jars/spark--driver--driver-spark_3.3_2.12_deploy.jar\", \"/databricks/jars/spark--maven-trees--ml--11.x--graphframes--org.graphframes--graphframes_2.12--org.graphframes__graphframes_2.12__0.8.2-db1-spark3.2.jar\", \"/databricks/python_shell\", \"/usr/lib/python39.zip\", \"/usr/lib/python3.9\", \"/usr/lib/python3.9/lib-dynload\", \"\", \"/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/lib/python3.9/site-packages\", \"/local_disk0/.ephemeral_nfs/cluster_libraries/python/lib/python3.9/site-packages\", \"/databricks/python/lib/python3.9/site-packages\", \"/usr/local/lib/python3.9/dist-packages\", \"/usr/lib/python3/dist-packages\", \"/databricks/.python_edge_libs\", \"/databricks/python/lib/python3.9/site-packages/IPython/extensions\", \"/home/spark-22417b83-80fd-46b8-bfb8-58/.ipython\"]']\n","exit status: 1\n","stdout: \n","stderr: Traceback (most recent call last):\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 162, in \n"," main()\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 137, in main\n"," mlflow.pyfunc.load_model(model_path)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/pyfunc/__init__.py\", line 484, in load_model\n"," model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 134, in _load_pyfunc_patch\n"," return original(*args, **kwargs)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\", line 821, in _load_pyfunc\n"," pyspark.sql.SparkSession.builder.config(\"spark.python.worker.reuse\", True)\n"," File \"/databricks/spark/python/pyspark/sql/session.py\", line 274, in getOrCreate\n"," else SparkContext.getOrCreate(sparkConf)\n"," File \"/databricks/spark/python/pyspark/context.py\", line 531, in getOrCreate\n"," SparkContext(conf=conf or SparkConf())\n"," File \"/databricks/spark/python/pyspark/context.py\", line 199, in __init__\n"," SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)\n"," File \"/databricks/spark/python/pyspark/context.py\", line 465, in _ensure_initialized\n"," SparkContext._gateway = gateway or launch_gateway(conf)\n"," File \"/databricks/spark/python/pyspark/java_gateway.py\", line 96, in launch_gateway\n"," proc = Popen(command, **popen_kwargs)\n"," File \"/usr/lib/python3.9/subprocess.py\", line 951, in __init__\n"," self._execute_child(args, executable, preexec_fn, close_fds,\n"," File \"/usr/lib/python3.9/subprocess.py\", line 1821, in _execute_child\n"," raise child_exception_type(errno_num, err_msg, err_filename)\n","PermissionError: [Errno 13] Permission denied: '/databricks/spark/./bin/spark-submit'\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"2022/11/27 08:10:03 WARNING mlflow.utils.environment: Encountered an unexpected error while inferring pip requirements (model URI: /tmp/modelgbt, flavor: spark), fall back to return ['pyspark==3.3.0']. Set logging level to DEBUG to see the full traceback.\n2022/11/27 08:10:03 DEBUG mlflow.utils.environment: \nTraceback (most recent call last):\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/environment.py\", line 378, in infer_pip_requirements\n return _infer_requirements(model_uri, flavor)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 361, in _infer_requirements\n modules = _capture_imported_modules(model_uri, flavor)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 266, in _capture_imported_modules\n _run_command(\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 218, in _run_command\n raise MlflowException(msg)\nmlflow.exceptions.MlflowException: Encountered an unexpected error while running ['/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/bin/python', '/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py', '--model-path', '/tmp/modelgbt', '--flavor', 'spark', '--output-file', '/tmp/tmpd12kbqih/imported_modules.txt', '--sys-path', '[\"/databricks/python_shell/scripts\", \"/local_disk0/spark-2ee26286-ada0-467e-b324-1fb0a89d1892/userFiles-a5ea308f-46ea-48e0-8e2a-927c121d5be8\", \"/databricks/spark/python\", \"/databricks/spark/python/lib/py4j-0.10.9.5-src.zip\", \"/databricks/jars/spark--driver--driver-spark_3.3_2.12_deploy.jar\", \"/databricks/jars/spark--maven-trees--ml--11.x--graphframes--org.graphframes--graphframes_2.12--org.graphframes__graphframes_2.12__0.8.2-db1-spark3.2.jar\", \"/databricks/python_shell\", \"/usr/lib/python39.zip\", \"/usr/lib/python3.9\", \"/usr/lib/python3.9/lib-dynload\", \"\", \"/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/lib/python3.9/site-packages\", \"/local_disk0/.ephemeral_nfs/cluster_libraries/python/lib/python3.9/site-packages\", \"/databricks/python/lib/python3.9/site-packages\", \"/usr/local/lib/python3.9/dist-packages\", \"/usr/lib/python3/dist-packages\", \"/databricks/.python_edge_libs\", \"/databricks/python/lib/python3.9/site-packages/IPython/extensions\", \"/home/spark-22417b83-80fd-46b8-bfb8-58/.ipython\"]']\nexit status: 1\nstdout: \nstderr: Traceback (most recent call last):\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 162, in \n main()\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 137, in main\n mlflow.pyfunc.load_model(model_path)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/pyfunc/__init__.py\", line 484, in load_model\n model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 134, in _load_pyfunc_patch\n return original(*args, **kwargs)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\", line 821, in _load_pyfunc\n pyspark.sql.SparkSession.builder.config(\"spark.python.worker.reuse\", True)\n File \"/databricks/spark/python/pyspark/sql/session.py\", line 274, in getOrCreate\n else SparkContext.getOrCreate(sparkConf)\n File \"/databricks/spark/python/pyspark/context.py\", line 531, in getOrCreate\n SparkContext(conf=conf or SparkConf())\n File \"/databricks/spark/python/pyspark/context.py\", line 199, in __init__\n SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)\n File \"/databricks/spark/python/pyspark/context.py\", line 465, in _ensure_initialized\n SparkContext._gateway = gateway or launch_gateway(conf)\n File \"/databricks/spark/python/pyspark/java_gateway.py\", line 96, in launch_gateway\n proc = Popen(command, **popen_kwargs)\n File \"/usr/lib/python3.9/subprocess.py\", line 951, in __init__\n self._execute_child(args, executable, preexec_fn, close_fds,\n File \"/usr/lib/python3.9/subprocess.py\", line 1821, in _execute_child\n raise child_exception_type(errno_num, err_msg, err_filename)\nPermissionError: [Errno 13] Permission denied: '/databricks/spark/./bin/spark-submit'\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# FROM MAI\n","# import mlflow.spark\n","# import logging\n","\n","# logging.getLogger(\"mlflow\").setLevel(logging.DEBUG)\n","\n","# path = \"/tmp/modelgbt\"\n","# mlflow.spark.save_model(spark_model=gbtModel , path=path)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"eaa54310-fd57-457a-b89f-a0e6c5dabe15","showTitle":false,"title":""}},"outputs":[],"source":["# FROM MAI\n","# cp -r /tmp/modelgbt /dbfs/team20_models\n","# cp -r /dbfs/models/team20_models /tmp/modelgbt_import"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e8fdb547-6f1a-4f5d-a2b2-fc532bcbaea0","showTitle":false,"title":""}},"outputs":[],"source":["# FROM MAI\n","# gbt_path = \"/tmp/modelgbt_import\"\n","\n","# import_model = mlflow.spark.load_model(gbt_path)\n","# predictions = import_model.transform(df_test1)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bb56b8ea-832c-420d-b77d-86402a2488cc","showTitle":false,"title":""}},"source":["# Log Model"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0cb081a4-c148-42a9-9b51-75fc3d00026c","showTitle":false,"title":""}},"source":["## Train Log Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"70786cec-c3cd-4b8b-a1d3-21e917ae7f58","showTitle":false,"title":""}},"outputs":[],"source":["# full_train_df = spark.read.parquet(f\"{blob_url}/train_rank_set\").cache()\n","# full_test_df = spark.read.parquet(f\"{blob_url}/test_rank_set\").cache()\n","\n","# full_train_df.count()\n","# full_test_df.count()\n","\n","paramGrid_logr = {'maxIter': [15],\n"," 'regParam': [0.3],\n"," 'elasticNetParam':[0.8]}\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e71b38e7-879e-40bd-9ac7-b0819131017c","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m log_best_parameters, log_best_score = blocktimeSeriesCV(parquet_string='1', \n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0msampling\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0mparam_grid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparamGrid_logr\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mscaled_pipeline\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 5\u001b[0m \u001b[0mmodel_type\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'logr'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mblocktimeSeriesCV\u001b[0;34m(parquet_string, sampling, param_grid, pipeline_fn, model_type, k, metric)\u001b[0m\n","\u001b[1;32m 11\u001b[0m \u001b[0mscores\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 13\u001b[0;31m \u001b[0mparameter_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcreate_parameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparam_grid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 15\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mp\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mcreate_parameters\u001b[0;34m(parameter_grid)\u001b[0m\n","\u001b[1;32m 34\u001b[0m \u001b[0mparam_names\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 35\u001b[0m \u001b[0mparam_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 36\u001b[0;31m \u001b[0mcombinations\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitertools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproduct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mparam_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 37\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mparam_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcombinations\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 38\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mTypeError\u001b[0m: 'int' object is not iterable"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m log_best_parameters, log_best_score = blocktimeSeriesCV(parquet_string='1', \n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0msampling\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mparam_grid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparamGrid_logr\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mscaled_pipeline\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mmodel_type\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'logr'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mblocktimeSeriesCV\u001b[0;34m(parquet_string, sampling, param_grid, pipeline_fn, model_type, k, metric)\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0mscores\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m \u001b[0mparameter_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcreate_parameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparam_grid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mp\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mcreate_parameters\u001b[0;34m(parameter_grid)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0mparam_names\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 35\u001b[0m \u001b[0mparam_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 36\u001b[0;31m \u001b[0mcombinations\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitertools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproduct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mparam_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 37\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mparam_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcombinations\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mTypeError\u001b[0m: 'int' object is not iterable","errorSummary":"TypeError: 'int' object is not iterable","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["log_best_parameters, log_best_score = blocktimeSeriesCV(parquet_string='1', \n"," sampling = 'down',\n"," param_grid = paramGrid_logr, \n"," pipeline_fn = scaled_pipeline, \n"," model_type='logr', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"39e3deb3-1565-4567-a33c-657c304ca683","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of logr\n"," Train Test\n","ROC AUC 0.5 0.500\n","F2 Score 0.0 0.000\n","Recall 0.0 0.000\n","Precision 0.0 0.000\n","Accuracy 0.5 0.844\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of logr\n Train Test\nROC AUC 0.5 0.500\nF2 Score 0.0 0.000\nRecall 0.0 0.000\nPrecision 0.0 0.000\nAccuracy 0.5 0.844\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["logModel, pred_result_logr = validation(full_train_df, full_test_df, \n"," sampling = 'down',\n"," model_type = 'logr', \n"," best_parameters = log_best_parameters, \n"," pipeline_fn = scaled_pipeline\n"," )\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c35b0a89-a666-49ad-9239-3f8226f0971d","showTitle":false,"title":""}},"outputs":[],"source":["# from pyspark.sql.functions import lit\n","# from pyspark.mllib.evaluation import MulticlassMetrics\n","# from pyspark.ml.classification import LogisticRegression\n","# from pyspark.ml.feature import StringIndexer, OneHotEncoder, VectorAssembler\n","# from pyspark.sql.functions import col\n","\n","# # Load the train set\n","# train_set = spark.read.parquet(f\"{blob_url}/train_set\")\n","\n","# # Make sure the target variable is not null\n","# train_set = train_set.where(\"DEP_DEL15 is not NULL\")\n","\n","# train_set = train_set.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n","# # Use Vetor Assembler to create the features column\n","# features_to_keep = ['DISTANCE', 'PREV_DEP_DELAY', 'CRS_DEP_TIME', 'CRS_ARR_TIME']\n","# vectorAssembler = VectorAssembler(inputCols = features_to_keep, outputCol = 'features')\n","# train_df = vectorAssembler.transform(train_set)\n","# train_df = train_df.select(['features', 'DEP_DEL15']).withColumnRenamed(\"DEP_DEL15\", \"label\")\n","\n","# # Standardize Features using train set\n","# scaler = MinMaxScaler(inputCol=\"features\", outputCol=\"featured_scaled\")\n","# scaler_model = scaler.fit( train_df.select(\"features\") )\n","# train_df = scaler_model.transform(train_df)\n","\n","# # Train the logistic regression\n","# lr = LogisticRegression()\n","# lr_Model = lr.fit(train_df)\n","\n","# # Load the dev set\n","# test_set = spark.read.parquet(f\"{blob_url}/test_set\")\n","# test_set = test_set.where(\"DEP_DEL15 is not NULL\")\n","\n","# test_set = test_set.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n","# # Create the features column\n","# test_df = vectorAssembler.transform(test_set)\n","# test_df = test_df.select(['features', 'DEP_DEL15']).withColumnRenamed(\"DEP_DEL15\", \"label\")\n","\n","# # Standardize Features using train set\n","# test_df = scaler_model.transform(test_df)\n","\n","# # Use the model on the test set\n","# testSet = lr_Model.transform(test_df)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"25f2ac56-9bc6-4082-91a2-07006ab714a4","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Model 1 was fit using parameters: \n","{Param(parent='LogisticRegression_7d58c5a063e0', name='aggregationDepth', doc='suggested depth for treeAggregate (>= 2).'): 2, Param(parent='LogisticRegression_7d58c5a063e0', name='elasticNetParam', doc='the ElasticNet mixing parameter, in range [0, 1]. For alpha = 0, the penalty is an L2 penalty. For alpha = 1, it is an L1 penalty.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='family', doc='The name of family which is a description of the label distribution to be used in the model. Supported options: auto, binomial, multinomial'): 'auto', Param(parent='LogisticRegression_7d58c5a063e0', name='featuresCol', doc='features column name.'): 'features', Param(parent='LogisticRegression_7d58c5a063e0', name='fitIntercept', doc='whether to fit an intercept term.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='labelCol', doc='label column name.'): 'label', Param(parent='LogisticRegression_7d58c5a063e0', name='maxBlockSizeInMB', doc='maximum memory in MB for stacking input data into blocks. Data is stacked within partitions. If more than remaining data size in a partition then it is adjusted to the data size. Default 0.0 represents choosing optimal value, depends on specific algorithm. Must be >= 0.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='maxIter', doc='max number of iterations (>= 0).'): 100, Param(parent='LogisticRegression_7d58c5a063e0', name='predictionCol', doc='prediction column name.'): 'prediction', Param(parent='LogisticRegression_7d58c5a063e0', name='probabilityCol', doc='Column name for predicted class conditional probabilities. Note: Not all models output well-calibrated probability estimates! These probabilities should be treated as confidences, not precise probabilities.'): 'probability', Param(parent='LogisticRegression_7d58c5a063e0', name='rawPredictionCol', doc='raw prediction (a.k.a. confidence) column name.'): 'rawPrediction', Param(parent='LogisticRegression_7d58c5a063e0', name='regParam', doc='regularization parameter (>= 0).'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='standardization', doc='whether to standardize the training features before fitting the model.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='threshold', doc='Threshold in binary classification prediction, in range [0, 1]. If threshold and thresholds are both set, they must match.e.g. if threshold is p, then thresholds must be equal to [1-p, p].'): 0.5, Param(parent='LogisticRegression_7d58c5a063e0', name='tol', doc='the convergence tolerance for iterative algorithms (>= 0).'): 1e-06}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Model 1 was fit using parameters: \n{Param(parent='LogisticRegression_7d58c5a063e0', name='aggregationDepth', doc='suggested depth for treeAggregate (>= 2).'): 2, Param(parent='LogisticRegression_7d58c5a063e0', name='elasticNetParam', doc='the ElasticNet mixing parameter, in range [0, 1]. For alpha = 0, the penalty is an L2 penalty. For alpha = 1, it is an L1 penalty.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='family', doc='The name of family which is a description of the label distribution to be used in the model. Supported options: auto, binomial, multinomial'): 'auto', Param(parent='LogisticRegression_7d58c5a063e0', name='featuresCol', doc='features column name.'): 'features', Param(parent='LogisticRegression_7d58c5a063e0', name='fitIntercept', doc='whether to fit an intercept term.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='labelCol', doc='label column name.'): 'label', Param(parent='LogisticRegression_7d58c5a063e0', name='maxBlockSizeInMB', doc='maximum memory in MB for stacking input data into blocks. Data is stacked within partitions. If more than remaining data size in a partition then it is adjusted to the data size. Default 0.0 represents choosing optimal value, depends on specific algorithm. Must be >= 0.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='maxIter', doc='max number of iterations (>= 0).'): 100, Param(parent='LogisticRegression_7d58c5a063e0', name='predictionCol', doc='prediction column name.'): 'prediction', Param(parent='LogisticRegression_7d58c5a063e0', name='probabilityCol', doc='Column name for predicted class conditional probabilities. Note: Not all models output well-calibrated probability estimates! These probabilities should be treated as confidences, not precise probabilities.'): 'probability', Param(parent='LogisticRegression_7d58c5a063e0', name='rawPredictionCol', doc='raw prediction (a.k.a. confidence) column name.'): 'rawPrediction', Param(parent='LogisticRegression_7d58c5a063e0', name='regParam', doc='regularization parameter (>= 0).'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='standardization', doc='whether to standardize the training features before fitting the model.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='threshold', doc='Threshold in binary classification prediction, in range [0, 1]. If threshold and thresholds are both set, they must match.e.g. if threshold is p, then thresholds must be equal to [1-p, p].'): 0.5, Param(parent='LogisticRegression_7d58c5a063e0', name='tol', doc='the convergence tolerance for iterative algorithms (>= 0).'): 1e-06}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# print(\"Model 1 was fit using parameters: \")\n","# print(lr_Model.extractParamMap())"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"519e7760-0389-4689-8428-0ad6ceefb313","showTitle":false,"title":""}},"source":["## Evaluate Log Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a174085f-babc-4eea-9140-74c0e83f639f","showTitle":false,"title":""}},"outputs":[],"source":["# cm = testSet.groupBy('label','prediction').count().sort('label','prediction')\n","# print(\"Confusion matrix\")\n","# cm.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ec88251a-3cac-4e76-81b9-2dfb444bf042","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Confusion matrix, without normalization\n","[[ 91605 912096]\n"," [ 49171 4760222]]\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Confusion matrix, without normalization\n[[ 91605 912096]\n [ 49171 4760222]]\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# import itertools\n","# from sklearn.metrics import confusion_matrix\n","\n","# class_names=['Delayed','Not Delayed']\n","\n","# def plot_confusion_matrix(cm, classes,\n","# normalize=False,\n","# title='Confusion matrix',\n","# cmap=plt.cm.Blues):\n","# \"\"\"\n","# This function prints and plots the confusion matrix.\n","# Normalization can be applied by setting `normalize=True`.\n","# \"\"\"\n","# if normalize:\n","# cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n","# print(\"Normalized confusion matrix\")\n","# else:\n","# print('Confusion matrix, without normalization')\n","\n","# print(cm)\n","\n","# plt.imshow(cm, interpolation='nearest', cmap=cmap)\n","# plt.title(title)\n","# plt.colorbar()\n","# tick_marks = np.arange(len(classes))\n","# plt.xticks(tick_marks, classes, rotation=45)\n","# plt.yticks(tick_marks, classes)\n","\n","# fmt = '.2f' if normalize else 'd'\n","# thresh = cm.max() / 2.\n","# total_rows = cm.sum()\n","# for i, j in itertools.product(range(cm.shape[0]), range(cm.shape[1])):\n","# value = format(cm[i, j], fmt)\n","# per = format(cm[i, j]/total_rows * 100, '.2f')\n","# plt.text(j, i, f'{value} ({per}%)',\n","# horizontalalignment=\"center\",\n","# color=\"white\" if cm[i, j] > thresh else \"black\")\n","\n","# plt.tight_layout()\n","# plt.ylabel('True label')\n","# plt.xlabel('Predicted label')\n","\n","\n","# y_true = testSet.select(\"label\")\n","# y_true = y_true.toPandas()\n","# y_true['label'] = y_true['label'].replace([0],'Not Delayed')\n","# y_true['label'] = y_true['label'].replace([1],'Delayed')\n","\n","# y_pred = testSet.select(\"prediction\")\n","# y_pred = y_pred.toPandas()\n","# y_pred['prediction'] = y_pred['prediction'].replace([0],'Not Delayed')\n","# y_pred['prediction'] = y_pred['prediction'].replace([1],'Delayed')\n","\n","# cnf_matrix = confusion_matrix(y_true, y_pred,labels=class_names)\n","# plt.figure()\n","# plot_confusion_matrix(cnf_matrix, classes=class_names,\n","# title='Confusion matrix')\n","# plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"757b09e1-c687-4d0d-9e68-6dc0be2380fe","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 4\u001b[0;31m \u001b[0mtrainingSummary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlr_Model\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mroc\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mtrainingSummary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlr_Model\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mroc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtrainingSummary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtoPandas\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'FPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'TPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mNameError\u001b[0m: name 'lr_Model' is not defined","errorSummary":"NameError: name 'lr_Model' is not defined","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# # https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc\n","\n","\n","# trainingSummary = lr_Model.summary\n","# roc = trainingSummary.roc.toPandas()\n","# plt.plot(roc['FPR'],roc['TPR'])\n","# plt.ylabel('False Positive Rate')\n","# plt.xlabel('True Positive Rate')\n","# plt.title('ROC Curve')\n","# plt.show()\n","# print('Training set areaUnderROC: ' + str(trainingSummary.areaUnderROC))"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6ceda3ed-0d57-467b-86d7-3c45101a1c75","showTitle":false,"title":""}},"source":["## Interpretation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"84569cee-f775-48c2-aa05-fb46520c667d","showTitle":false,"title":""}},"outputs":[],"source":["import shap\n","\n","# https://www.databricks.com/blog/2022/02/02/scaling-shap-calculations-with-pyspark-and-pandas-udf.html\n","# https://www.databricks.com/blog/2022/02/02/scaling-shap-calculations-with-pyspark-and-pandas-udf.html\n"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8db06ecb-c61f-4315-b1ca-c589bb3bff22","showTitle":false,"title":""}},"source":["# Decision Tree"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"79dc9d2e-0fb5-4a02-9d3e-5d86b4ea22dd","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[36]: "]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[36]: ","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["from mlflow.tracking import MlflowClient\n","client = MlflowClient()\n","experiments = client.search_experiments()\n","experiments[0]"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa0e9754-80cd-4126-a52e-e502d1aed604","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[39]: '1215577238252958'"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[39]: '1215577238252958'","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlflow.create_experiment(name='/Users/limdo@berkeley.edu/hyperparam_tuning')"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"36c686d9-23eb-463d-911c-dac7675ece11","showTitle":false,"title":""}},"source":["## Train DT Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ed676569-d8e2-49f2-a25e-eca74252db0b","showTitle":false,"title":""}},"outputs":[],"source":["paramGrid_dt = {'maxDepth': [10],\n"," 'maxBins': [350]} \n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"934d95b0-458a-4a16-b2ae-a6261dc10cf7","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxDepth': 10, 'maxBins': 350}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxDepth': 10, 'maxBins': 350}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["dt_best_parameters, dt_best_score = blocktimeSeriesCV(parquet_string='full', \n"," sampling = 'down',\n"," param_grid = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline, \n"," model_type='dt',\n"," k=2,\n"," metric='f2'\n",")\n","\n","dtModel, pred_result_dt = validation(full_train_df, full_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = dt_best_parameters, \n"," pipeline_fn = scaled_pipeline\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"218a1bd3-b0ae-4787-8aea-0b752f025264","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.617 0.583\n","F2 Score 0.557 0.357\n","Recall 0.547 0.443\n","Precision 0.597 0.202\n","Accuracy 0.588 0.642\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.617 0.583\nF2 Score 0.557 0.357\nRecall 0.547 0.443\nPrecision 0.597 0.202\nAccuracy 0.588 0.642\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# FOR FEATURE SELECTION, QUICK EXPERIMENTATIONS\n","\n","flight_features_cont = [\n","# 'PREV_DEP_DELAY',\n","# 'AVG_DELAY_ORIGIN_LAST_12',\n","# 'PER_DELAY_15_ORIGIN_LAST_12',\n","# 'AVG_DELAY_ORIGIN_LAST_6',\n","# 'PER_DELAY_15_ORIGIN_LAST_6',\n","# 'AVG_DELAY_ORIGIN_LAST_3',\n","# 'PER_DELAY_15_ORIGIN_LAST_3',\n","# 'AVG_DELAY_ORIGIN_LAST_1',\n","# 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n","# 'PageRank_origin',\n","# 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n","# \"DAY_OF_MONTH\"\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n","# \"delay_state\"\n","]\n","\n","cont_feat = [*flight_features_cont, *weather_features_cont, *airport_capacity_cont, *page_rank_cont]\n","\n","columns_categorical = [*flight_features_cat, *weather_features_binary, *graph_features_cat]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 10,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"weather_features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"64bffa47-eadd-4cb4-a410-d15ae29210b1","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[34]: [,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ]"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[34]: [,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ]","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"754d1741-2d7a-4f5a-b4aa-2b8e760be0af","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.758 0.741\n","F2 Score 0.624 0.494\n","Recall 0.600 0.538\n","Precision 0.746 0.372\n","Accuracy 0.698 0.788\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.758 0.741\nF2 Score 0.624 0.494\nRecall 0.600 0.538\nPrecision 0.746 0.372\nAccuracy 0.698 0.788\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfcAAAH1CAYAAADrvbcsAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAABKKUlEQVR4nO3dd3gUVdvH8d8mEEggISS0UKRJCTWBCEiLgPRQAiJFhIciRYJiwYaA0pTyCFIEEUVUFBSko/SqiHRFRHpNoYQQCKTP+wev+xhTCCybDJvv57r2utg5s2funSx7z33mzKzFMAxDAADAYThldwAAAODBIrkDAOBgSO4AADgYkjsAAA6G5A4AgIMhuQMA4GBI7jlMbGysBg0apNq1a+uFF164735Wrlypvn37PsDIskf//v21bNmy7A7DIezevVuNGzfO7jDu2Zw5czRixIjsDgN4oEjuJrVq1Sp16tRJ/v7+atiwofr376+9e/fa3O+PP/6oK1euaPfu3Zo+ffp999O+fXt99tlnNsfzb7t371alSpU0ZMiQFMuPHj2qSpUq6dlnn81UPzNmzNCrr7561/XmzZun4ODg+4r1bnbt2qXg4GDVqlVLzZo10+LFi61tW7duVffu3RUQEKAGDRpoxIgRunnzprU9KipKw4YNU926dVW3bl298sorKdr/6eDBg+rTp4/q1KmjevXq6YUXXtClS5dSvMegoCD5+/uradOmmjdvXqo+FixYoKZNm8rPz0+tW7fW6dOnH+CeMI+0DkAGDRqk8ePHZ1NEgH2Q3E1o/vz5mjBhggYNGqSffvpJW7ZsUY8ePbRp0yab+w4NDVWZMmWUK1euBxCpfXh5eengwYO6du2addmyZctUpkyZB7YNwzCUnJz8wPr7t4SEBIWEhKhr167at2+fpk6dqvfff19Hjx6VJN24cUODBw/Wjh07tHbtWkVERGjSpEnW10+bNk3R0dHatGmTNm7cqKtXr2rGjBlpbuv69et6+umntXnzZm3ZskX58uXTm2++meK9Tpw4UXv27NG8efO0cOFCrVmzxtr+3XffacmSJZo7d64OHDigjz/+WAULFrTTnrFNYmJidocAPBwMmEp0dLTh5+dnrF27Nt114uLijHHjxhkNGjQwGjRoYIwbN86Ii4szDMMwfvnlF6NRo0bGp59+atSrV89o0KCBsWTJEsMwDOPDDz80qlatalSpUsXw8/Mzvv32W2P69OnGK6+8Yu37/PnzRsWKFY2EhATDMAxj6dKlRtOmTQ0/Pz+jSZMmxooVK6zLu3XrZn3dvn37jE6dOhm1atUyOnXqZOzbt8/a1rNnT2Pq1KlG165dDT8/P6NPnz7G1atX03xvf8c/cuRI46uvvjIMwzASExONhg0bGjNmzDB69uxpXXfs2LFG48aNDX9/fyM4ONjYs2ePYRiGsW3bthTvs127dtY4PvjgA6Nr165G9erVjTNnzhg9e/Y0vv32W8MwDGPUqFFGSEiItf9JkyYZvXr1MpKTkzP8m6Xl8uXLRsWKFY1bt25Zl3Xq1MlYtWpVmuuvW7fOCAoKsj7v16+f9f0bhmF89dVXRt++fTO17cOHDxt+fn7pto8dO9YYM2aMYRiGkZSUZDRu3Nj4+eefM9V3Zj57s2fPNurUqZPi82IYhrF161ajdevWhp+fn9GwYUNj3rx51rbNmzcb7du3N2rXrm107drV+PPPP61tTZo0MT7++GMjKCjIqFq1qvHxxx8bQ4cOTfWexo4daxiGYSxZssRo1aqV4efnZzRt2tT45ptvDMMwjJiYGKN69epGpUqVDD8/P8PPz88IDw9P9X9g48aNRps2bYzatWsbPXv2NE6cOJEilnnz5hlBQUFGrVq1jBdffNGIjY01DMMwrl69agwYMMCoXbu28dhjjxndu3c3kpKSMrVfgQeN5G4y27ZtM3x9fa3JNS3Tpk0zunTpYly5csW4evWq0bVrV2Pq1KmGYdz5gvX19TWmTZtmxMfHG1u3bjVq1KhhREVFGYZhpPoiyyi5x8TEGP7+/sbJkycNwzCMiIgI49ixY4ZhpEzu165dMwICAoxly5YZCQkJxqpVq4yAgAAjMjLSMIw7SbVZs2bGqVOnjNu3bxs9e/Y0Jk+enOZ7+ztB7Nu3z3jqqacMw7iTFPr27Wt8++23KZL78uXLjcjISCMhIcH49NNPjfr161u/aP/9vv6OIzAw0Dh27JiRkJBgxMfHp0jut27dMlq0aGEsXbrU2LNnj1GnTh0jLCwsoz9Xhl5++WXjq6++MhITE439+/cb9erVM0JDQ9Ncd9y4ccawYcOszzdv3mz079/fiIqKMqKiooxnn33WmD9/fqa2O3/+fKNLly5ptiUnJxsdOnQwvv76a8MwDOPixYtGxYoVjc8//9xo3Lix0aRJE+PDDz9MNyll5rM3YcIEIy4uzti9e7dRs2ZN6+enQYMG1gOwqKgo4/Dhw4ZhGMYff/xh1KtXzzh48KCRmJhofP/990aTJk2sBw1NmjQx2rdvb4SGhhq3b982Lly4YNSoUcO4ceOGYRh3Dv4aNGhgHDhwwDAMw9iyZYtx9uxZIzk52di9e7dRo0YN67b+/nz90z8/K6dOnTJq1qxp7Ny504iPjzfmzp1rPPnkkyli6dy5sxEeHm5cu3bNaNWqlXVfTpkyxRg5cqQRHx9vxMfHG3v27LmvA0PgQWBY3mSioqJUsGDBDIfNV61apSFDhsjb21teXl4aMmSIVq5caW3PlSuXhgwZoty5cyswMFBubm73fQ7VyclJx48fV2xsrIoUKaIKFSqkWmfr1q0qXbq0OnbsqFy5cikoKEjlypXTli1brOt06tRJZcuWVd68edWqVSv9+eefGW63Vq1aun79uk6dOqXly5erQ4cOqdbp0KGDdV/17dtX8fHxd32fwcHBqlChgnLlyqXcuXOnaHN1ddWkSZP0/vvva/jw4Ro5cqSKFSuWYX8Zadu2rWbNmqXq1avrmWee0UsvvSQfH59U6/30009avnx5igmOVapUUUJCgvWcu7Ozs3r06HHXbR49elQfffSRXnvttTTbZ8yYoeTkZHXu3FmSFB4ebo1h1apV+uKLL7RmzRotWbIkzdff7bMnSS+++KJcXFxUp04dBQYG6ocffpB053N54sQJ3bx5UwUKFFDVqlUlSYsXL1bXrl1Vs2ZNOTs7Kzg4WLlz59bBgwetfT777LPy8fFR3rx5VaJECVWpUkUbN26UJP3yyy/Kmzev/Pz8JElPPPGEHnnkEVksFtWpU0cNGjTI9HyVtWvXKjAwUA0aNFDu3LnVr18/xcbG6sCBAyliKVq0qDw9PdWkSRPrZzlXrly6fPmyQkNDlTt3bgUEBMhisWRqu8CDRnI3GU9PT127di3Dc4uXLl1S8eLFrc+LFy+eYgKVp6dnioMDV1dX3bp1655jcXNz09SpU7Vo0SI1bNhQAwYM0MmTJ+8az98xRUREWJ8XLlz4nuNp3769Fi5cqN27d6t58+ap2j/99FO1bt1atWvXVkBAgG7cuJHiPH1a0kqu/1SzZk2VLFlShmGodevW6a7Xtm1b+fv7y9/fP83EcfLkSb388suaOHGiDh8+rNWrV2vevHnaunVrivUOHjyoV155RdOnT1fZsmWty4cNG6YyZcpo//792rdvn0qVKqXhw4dnGPvZs2f13HPP6a233lJAQECq9q+++krLly/X3Llz5eLiIknKmzevpDtXDXh4eKhkyZLq2rWrtm3bluY27vbZ8/DwkJubW5rt06dP17Zt29SkSRP17NnTmjBDQ0M1f/58BQQEWB/h4eEp+v333y0oKEirV6+WJK1evVpBQUHWtm3btunpp59WnTp1FBAQoO3bt9/1c5He+3NycpKPj0+mPsv9+vVT6dKl1bdvXzVr1kxz587N1DYBeyC5m4y/v79cXFysVUlaihQpotDQUOvzsLAwFSlS5L625+rqqtjYWOvzK1eupGhv1KiR5s+fr507d6pcuXIaOXLkXeP5O6aiRYveV0x/69Chg77++msFBgbK1dU1RdvevXs1b948TZs2TXv27NHevXvl7u4u4/9/5DC9iululdTChQuVkJCgIkWKpDmr/G9r1qzRgQMHdODAgTQT6fHjx1WmTBk1atRITk5OKleunAIDA7V9+3brOkeOHNHgwYM1YcIEPf744ylef/ToUXXr1k1ubm7Kly+funfvnuK1/3bx4kX16dNHzz//vDp27Jiq/e8JcwsWLEgxGlG2bFnlzp07xX7JaB/d7bMXHR2d4sDtn+01atTQ7Nmz9fPPP+vJJ5/UsGHDJN1J3IMGDdLevXutj0OHDqVI2P+OqXXr1vr1118VHh6uDRs2qF27dpKk+Ph4vfDCC+rbt69++ukn7d27V40bN77r5yK992cYRqY/y/nz59cbb7yhTZs2afbs2Zo/f7527dp119cB9kByNxl3d3e98MILGjNmjDZu3Kjbt28rISFB27Zts86mbtu2rWbPnq3IyEhFRkZq1qxZ1i+3e+Xr66s9e/YoNDRUN27c0Mcff2xtu3LlijZu3Khbt27JxcVFbm5ucnJK/ZEJDAzUmTNntGrVKiUmJmrt2rU6ceKEnnjiifuK6W+lSpXSl19+aU0C/xQTEyNnZ2d5eXkpMTFRM2fOTHGpmLe3ty5evHhPM+JPnz6tadOmafLkyZo0aZLmzZt319MH6alSpYrOnj2rXbt2yTAMnTt3Tlu3blWlSpUkSceOHVP//v01cuRINW3aNNXrq1Wrpu+++06xsbGKjY3V4sWLra+V7gwN/z17PiIiQr1799Yzzzyj7t27p+pr5cqVmjp1qubPn69SpUqlaHN1dVWbNm00b9483bx5U+Hh4Vq8eHG6f7vMfPZmzJih+Ph47d27V1u3blWrVq0UHx+vlStX6saNG8qdO7fy5ctn/Sx16dJFixYt0qFDh2QYhm7duqWtW7eme+mfdOeKijp16ujNN99UyZIlVb58eUl3knt8fLy8vLyUK1cubdu2TT/99JP1dd7e3oqKitKNGzfS7Ld169batm2bdu3apYSEBH322WdycXGRv79/urH8bcuWLTp79qwMw5C7u7ucnZ0Zlke2Me/1UDlY3759VahQIX300Ud69dVXlS9fPlWtWlWDBg2SJD3//POKiYlR+/btJUmtWrXS888/f1/batCggdq0aaP27durYMGCeu6557R582ZJUnJysj7//HO9/vrrslgs8vX11TvvvJOqj4IFC2rOnDmaMGGC3nnnHZUuXVpz5syRl5fX/e2Af0irKpakhg0bqlGjRmrZsqXc3NzUu3fvFEO3rVq10sqVK1W3bl2VLFnyrjeqSUxM1PDhw/Xcc8+pcuXKkqSXXnpJr732mpYuXWodxs6sRx55ROPHj9f48eN18eJFubu7q127durSpYukO5c7RkZGasSIEdYbqBQvXtx6idqECRM0fvx4BQYGyjAMVa9eXe+//761/7CwMNWqVUvSnUvZzp8/r5kzZ2rmzJnWdf4e9p42bZqioqL01FNPWdvatWunMWPGSJJGjRqlkSNHqlGjRvLw8FCXLl1SrPtPd/vsFSpUSB4eHmrUqJFcXV31zjvvqHz58oqPj9eKFSs0duxYJSUlqWzZspo8ebIkqXr16ho7dqzGjBmjs2fPKm/evKpVq1a6f/u/BQUF6fXXX09xuiJ//vx6++23NWzYMMXHx6tJkyYpDp7Kly+vtm3b6sknn1RSUlKKSwIlqVy5cpo8ebLGjh2riIgI+fr6as6cOZn6+589e1Zjx45VZGSkPDw81L17d9WrV++urwPswWL8PV4F4KEQHh6uYcOGadGiRdkdCgCTIrkDAOBgOOcOAICDIbkDAOBgSO4AADiYh262/DtcWgIHMPrS/uwOAXggLIXvfpng/bDXd/07OWSaGZU7AAAO5qGr3AEAjo/K0zbsPwAAHAyVOwDAdJhdZRsqdwAAHAyVOwDAdKg8bUNyBwCYDsndNuw/AAAcDJU7AMB0mFBnGyp3AAAcDJU7AMB0qDxtQ3IHAJgOw/K24eAIAAAHQ+UOADAdKk/bsP8AAHAwVO4AANOh8rQNyR0AYDpMqLMNB0cAADgYKncAgOlQedqG/QcAgIOhcgcAmA6Vp23YfwAAOBgqdwCA6TBb3jYkdwCA6TCsbBv2HwAADobKHQBgOgzL24bKHQAAB0PlDgAwHSpP25DcAQCmQ3K3DfsPAAAHQ+UOADAdJtTZhsodAAAHQ+UOADAdKk/bkNwBAKZDcrcN+w8AAAdD5Q4AMB0m1NmGyh0AAAdD5Q4AMB0qT9uQ3AEApkNytw37DwAAB0PlDgAwHSbU2YbKHQAAB0PlDgAwHSpP27D/AABwMFTuAADT4Zy7bUjuAADTYVjZNuw/AAAcDJU7AMB0qDxtw/4DAMDBULkDAEyHCXW2IbkDAEyHYWXbsP8AAHAwVO4AANOh8rQN+w8AAAdD5Q4AMB0m1NmG5A4AMB2LE+ndFgzLAwDgYKjcAQCmY7FQuduCyh0AAAdD5Q4AMB0nzrnbhModAAAHQ+UOADAdzrnbhuQOADAdLoWzDcPyAAA4GCp3AIDpMCxvGyp3AAAcDMkdAGA6FieLXR73omnTpmrVqpU6dOigDh06aMeOHZKkgwcPqn379mrZsqX69u2rq1evWl+T1W3pIbkDAEzHYrHY5XGvpk+frhUrVmjFihVq1KiRkpOTNXz4cI0aNUrr1q1TQECApkyZIklZ3pYRkjsAIMeIjo7WhQsXUj2io6Mz9frDhw8rT548CggIkCR169ZNP/74Y7a0ZYQJdQAA07HXpXALFizQzJkzUy0PCQnR0KFDUy1/9dVXZRiGateurZdffllhYWEqXry4td3Ly0vJycmKiorK8jZPT8903yfJHQCQY/Tu3VvBwcGplnt4eKRatnDhQvn4+Cg+Pl7jx4/XmDFj1Lx586wI02YkdwCA6djrUjgPD480E3lafHx8JEkuLi7q0aOHBg8erF69eik0NNS6TmRkpJycnOTp6SkfH58sbcsI59wBAKbj5GSxyyOzbt26pRs3bkiSDMPQ2rVr5evrq2rVqik2NlZ79+6VJC1atEitWrWSpCxvy4jFMAwj0+/WBN7hxgZwAKMv7c/uEIAHwlLY3y79bvPKb5d+AyNvZmq98+fPa+jQoUpKSlJycrLKly+vt99+W0WKFNH+/fs1evRoxcXFqUSJEpo8ebIKFSokSVnelh6SO5ANSO5wFPZK7tu93e3Sb+OrN+zSr9kwLA8AgINhQh0AwHT4VTjbULkDAOBgqNwBAKbDr8LZhuQOADAdhuVtw7A8AAAOhsodAGA6DMvbhsodAAAHQ+UOADAdzrnbhuQOADAdhuVtw7A8AAAOhsodAGA69/ILbkiNyh0AAAdD5Q4AMB3OuduG5A4AMB1my9uGYXkAABwMlTsAwHQYlrcNlTsAAA6Gyh0AYDoWSk+bsPsAAHAwVO4AANPhnLttSO4AANPhUjjbMCwPAICDoXIHAJiOE8PyNqFyBwDAwVC5AwBMh3PutiG5AwBMh9nytmFYHgAAB0Pl/hD4z5YtKlmvnpITEyVJ0RcvamblypKkOiEhevzll+Xm7a2rx47px2HDdO6nn1K83jl3bg06dEh53N31QalS6W6nevfuavbee3IrVEinNmzQir59dfvaNTm7uKjtRx+p3JNPytXLS9dOntTGN9/UiR9/lCR5li6tYWfOKP7mTWtfOydO1PZx49Lcjmfp0uowf75K1q2r6+fOaW1IiE5t2mTTPoL5fbX0Ry1bu13HTp1T2yfr6/0Rz0uS4hMS9eq703X46CmFhl/RgukjVbdW1RSv/eOv03pv+gIdOXZarnnzauCzHdTr6TaptnG3vmZ8+p0+/mK5XFz+99W34vNJKlWiqCSpcsNucs2bR38XjW2a1de4Nwam+X6iom/q7fc+1k97flPBAu56aWA3tWvR0KZ9hP9hWN42JPeHxNqQEO3/9NMUy0rUqaMn339f8xs3Vtj+/QoYNEhdly3TlGLFZCQnW9erP3y4bl2+rDzu7un2X7hKFQV9/LG+bttWYfv3q93cuWr70Uda0r27nHLlUvT58/o8MFDXz51ThTZt1OXbbzW7enVFnT1r7eN9T08lJyXd9b10/uYbXdi1SwvbtFGFNm309JIlml6hgm5duXIfewYPiyKFvDS4d7B2/npIsXHxKdpq16is3l3aaNioaaledy0qWs+98p7efKGXWj5RV/GJiYq4FJnudjLqS5JaN3tck0eFpPv65Z9PVOmSxe76fsb89zPlzu2snSs/1tHjZzTwtYmq/GhpVSiX/gE0kFUYln+IeZYpo8t//KGw/fslSYe++EL5ChdWviJFUqxTo2dP7XjvvQz7qvHMMzq2apXO7tih+JgYbR45Ur6dOsklf34l3Lqlre++q6izZ2UYho6tWaOo06flU7v2PcfsXaGCfGrV0pbRo5UYG6s/v/9eEb//riqdO99zX3i4tAisoycbPyZPj5QHmS65c6n3021Uu2ZlOTml/kqav3iNGtatoXYtGsrFJbfyu7mqfJkSaW7jbn09KLdux2rDtt16of/TyueWV7VrVlbThrW1ct0Ou20zp7FYLHZ55BRZltyvXbumP//8U3/++aeuXbuWVZt1GM3ee0+vXb6svjt3qkxgoCTpxA8/yOLsrBJ16sji5CT/vn0VduCAboaHW1/XZsYMbXrrLSXevp1h/4WrVlX4oUPW59dOnVJSfLy8K1ZMtW6+IkXkXbGiLv/xR4rlw86e1cvnz6vDZ5/Jzds73e1cO3UqxRB+xKFDKly1aprrA4f+OKEC7vnVbdBI1Q8aoEGvTVJo+P2P8mz5aZ/qtu6noJ6v6ptl61O19xzyrhq2H6ihb/1XF8IupdnHmfNhcnZ2VtlHiluXVSpfWsdPX7jvuJCSxclil0dOYfdh+XPnzmnkyJE6cuSIivx/RXnp0iVVqVJF7777rsqUKWPvEB56G15/XZePHFFSfLyqdeum7qtWaY6fn66dOqU/ly5V3507ZbFYFBsVpa9at7a+rnLHjrI4O+vo8uXWA4L0uOTPr7jr11Msi71+PdVQvlOuXOq8cKEOLligK3/9JUm6deWK5gYEKPzgQbl6e6vtrFnqtHChvmrVKtPb8SiRdiUGhF+6qiPHTuuzqSNUsVwpTZ79tV55d7q+mT3mnvtq3fRxPd2hmQoV9NShI8f14ttT5Z4/n4KaN5AkfTlztGpWraDY2DhN+2SxBr82ScvmT1SuXM4p+rl1O1b587mmWOae300xtzI+iAayit2T+2uvvaYePXpo/vz51mGy5ORkrVq1Sq+//roWL15s7xAeehd//dX670NffKHq3burQps2Srx9W359+uijqlUVeeKEyrdooR6rV+tjf3/FXr+u5pMmaWGb1JOO0hJ/86byeHikWJbHw0NxN25Yn1ssFnX68kslxcdrbcj/zlnGx8QodN8+SVLMpUtaGxKiV8PD5ZI/f4oKPbPbAf4pbx4XPdn4MVX3LS9JGtKnsx5v+5xu3Lwl9/xu99TXo2VLWv9dq3olPftUa63butua3B/z85V0Z3h/xIv/UUDLPjp59qIqlX8kRT9urnl1MyZlIr8Zc1v53FImfNy/nDSEbg92H5aPiopS+/btU5z/cnJyUocOHXT9XxUcMscwDFksFhXz89Ox1at19fhxGYahE+vW6WZYmErVry/vChXkWaaM+u7YoVfDwtT1+++V38dHr4aFybN06VR9Xv7jDxWtWdP6vGDZssqVJ4+uHjtmXdb+00+Vr2hRLe7c2TpzP734JMmSxjnPy3/8oYLlysklf37rsmI1a6Ya4gf+VunRR2TR/77oH+SXvsUi6f8/r/fSXqaUj5KSknTmfJh12V8nzqrCPw4egOxk9+Tu6emp1atXW7/wpTtf/itXrpTHvyo4pJa3QAGVb9FCufLkkZOzs6r36KHSjRvrxI8/6uKeParYtq0Kli0rSSr35JPyrlhRlw4f1qXDhzW1VCnN8fPTHD8/rezfXzEREZrj56fr589LkoadPi2/3r0lSb8tXKhK7drpkYYNldvNTU3GjNGf339vrbyDZs9WYV9ffdOunRJjY1PEWKJOHXlXrCiLxSJXLy+1nj5dp7dsUVx0dKr3c/X4cYUfPKgnRo9Wrjx5VLljRxWtUUNHli61526ECSQmJikuLl5JyclKTk5WXFy8EhPvXF0RH5+guP+fQZ+QmKi4uHjrd0anNk9o4/Y9+vP4GSUkJmr250tVu0Yla9X+bMi7mvHpd9btZNTXph17dT36pgzD0G9HTujLJT+qaaMASdLxU+f15/EzSkpKVsytWE2c+aWKFPJSuTQm77m55lXzwDqaPu873bodq/2//aVNO/eqfctGdtp7OY/Fyckuj5zC7sPy77//vkaPHq0xY8aoaNE715JGRESocuXKev/99+29+YeeU+7cajpunApVriwjKUlXjh7Voo4ddfX4cV09flxe5cvrP1u3Km/Bgoq+cEGrBg60ngu/GRFh7ed2ZKSM5GTrMufcueXq7a0Lv/wiSbp85IhWDxqkzgsXytXbW6c2btSKPn0kSQUeeUQBgwYpMTZWr/5jst6qgQP1+9dfq2C5cmo2YYLyFSmiuOhondqwQUu7d7euFzR7tiRp9eDBkqQl3bqp4+ef6/Vr13T93Dl9+9RTXAaXA8xe8L1mzf/fQdzKdTs1pE9nDe3XRa16vGSdJNf/5TtXdmz8brpK+hRRvdrV9NLArho4fKJiY+NVq0YlTRk91NpP+KWrqlWjkvV5Rn2t2fiz3npvjhISElS0sLf6P9Newa3vzEe5eu263pnyqSIuR8o1bx75V6+oOZNeU+5cd74m53yxTPsOHdUn/31TkjTqlX4a8d4cNWg3UJ4e+TX6lX5cBgfTsBhGBmNSD1BkZKTCwu4MYfn4+MjLy+u++nmH8zAPxCMNGuixIUO0tEeP7A4lRxp9aX92h+AQwi9d1bBR07RoztjsDiXHshT2t0u/xx4rb5d+K+45aZd+zSbLkvuDQnKHIyC5w1HYLbnXedQu/Vb89YRd+jWbnHMCAgCAHILbzwIATCcn3XDGHqjcAQBwMFTuAADTyUmXrdkDyR0AYDrcoc42HBoBAOBgqNwBAObDhDqbULkDAOBgqNwBAKbDhDrbkNwBAKbDhDrbcGgEAICDoXIHAJgOd6izDZU7AAAOhsodAGA+VO42oXIHAMDBULkDAEzHYqH2tAXJHQBgOkyosw2HRgAAOBgqdwCA6VC524bKHQAAB0PlDgAwHybU2YTkDgAwHYblbcOhEQAADobKHQBgOlTutqFyBwDAwVC5AwBMh99ztw3JHQBgPk4MLNuCvQcAgIOhcgcAmA4T6mxD5Q4AgIOhcgcAmA4T6mxD5Q4AgIOhcgcAmI6F2fI2IbkDAEyHCXW24dAIAAAHQ3IHAJiPxWKfx32YOXOmKlWqpGPHjkmSDh48qPbt26tly5bq27evrl69al03q9vSQ3IHACAdf/zxhw4ePKgSJUpIkpKTkzV8+HCNGjVK69atU0BAgKZMmZItbRkhuQMATMfiZLHLIzo6WhcuXEj1iI6OThVDfHy8xowZo3feece67PDhw8qTJ48CAgIkSd26ddOPP/6YLW0ZYUIdAMB07DVbfsGCBZo5c2aq5SEhIRo6dGiKZR9++KHat2+vkiVLWpeFhYWpePHi1udeXl5KTk5WVFRUlrd5enqm+z5J7gCAHKN3794KDg5OtdzDwyPF8wMHDujw4cN69dVXsyq0B4rkDgAwHXvdoc7DwyNVIk/Lnj17dPLkSTVr1kySFB4ern79+unZZ59VaGiodb3IyEg5OTnJ09NTPj4+WdqWEc65AwDwLwMGDNDOnTu1efNmbd68WcWKFdOnn36q/v37KzY2Vnv37pUkLVq0SK1atZIkVatWLUvbMkLlDgAwH5PexMbJyUmTJk3S6NGjFRcXpxIlSmjy5MnZ0pYRi2EYhp32gV28w48JwAGMvrQ/u0MAHghLYX+79BvZt4Vd+vX6bL1d+jUbhuUBAHAwDMsDAEyHn3y1DZU7AAAOhsodAGA6/CqcbajcAQBwMFTuAADz4Zy7TUjuAADTYVjeNgzLAwDgYKjcAQDmQ+FuEyp3AAAcDJU7AMB8mFBnE5I7AMB0yO22YVgeAAAHQ+UOADAfLoWzCZU7AAAOhsodAGA6nHO3DckdAGA+ZHebMCwPAICDoXIHAJgPpadN2H0AADiYTFXuJ06ckKenpwoVKqSYmBh9+umncnJyUr9+/eTq6mrvGAEAOYyFc+42yVTl/vLLLys6OlqSNHHiRO3Zs0cHDx7UqFGj7BocACCHsljs88ghMlW5X7x4UeXKlZNhGNqwYYPWrFmjvHnzqlmzZvaODwAA3KNMJfc8efLo5s2bOnnypHx8fOTl5aXExETFxcXZOz4AQA6Ug4psu8hUcg8KClLv3r0VExOjnj17SpKOHDmikiVL2jU4AABw7zKV3N966y3t3LlTuXLlUr169STdmezw5ptv2jU4AEAOxb3lbZLp69wbNmyosLAwHTx4UH5+fqpevbo94wIAAPcpU7PlQ0ND1a1bN7Vu3Vp9+vSRJP34448aMWKEXYMDAORQFjs9cohMJfdRo0bpiSee0P79+5Ur151iv0GDBvr555/tGhwAIGeyWCx2eeQUmUruv//+uwYMGCAnJyfrznF3d9eNGzfsGhwAALh3mUru3t7eOnv2bIplJ06ckI+Pj12CAgDkcAzL2yRTyb1v374aNGiQli5dqsTERK1evVovvfSSnnvuOXvHBwAA7lGmZss/9dRT8vT01OLFi+Xj46Nly5bpxRdf1JNPPmnv+AAAOZCFS+FskulL4Z588kmSOQAga5DbbZKp5L5kyZJ025566qkHFgwAALBdppL7ihUrUjy/cuWKzp8/L39/f5I7AODBy0GXrdlDppL7l19+mWrZkiVLdPLkyQceEAAAsE2mZsunpVOnTlq6dOmDjAUAAEn8nLutMlW5Jycnp3h++/ZtrVy5Uu7u7nYJCgCQwzFb3iaZSu5VqlRJddu+okWLauzYsXYJCgAA3L9MJfdNmzaleO7q6iovLy+7BAQAQE4aQreHTCX3EiVK2DsOAADwgKSb3Hv06JGpX9BZuHDhAw0IAABKd9ukm9y7dOmSlXEAAIAHJN3kHhwcnJVxAABgReFum0zfW/7KlSv67bffdO3aNRmGYV3OHeoAAA8cl8LZJFPJfePGjRo+fLhKly6tEydO6NFHH9Xx48dVq1YtkjsAACaTqeQ+bdo0TZgwQa1bt9Zjjz2m5cuXa+nSpTpx4oS94wMA5ESMy9skU7efDQ0NVevWrVMsCw4O1vLly+0REwAAsEGmKndvb29duXJFhQoVUokSJXTgwAEVLFgw1W1pAQB4ECjcbZOp5N6lSxft27dPLVu21H/+8x/16tVLTk5O6tOnj73jAwDkRGR3m2SY3CdNmqROnTppwIAB1mUdO3ZUnTp1dPv2bZUvX97uAQIAgHuTYXI/e/asgoODVaFCBQUHB6tt27by8vJS8eLFsyo+AEAOZLnvHySHdJcJdbNmzdLOnTvVuXNnrVmzRoGBgRo8eLDWr1+vhISErIoRAADcg7seGxUoUEDPPPOMFi1apFWrVqly5cqaNGmSGjZsqDFjxmRFjACAnMZisc8jh7ingY8yZcpo8ODBevnll5UvXz4tWrTIXnEBAHIyi50eOUSmbz+7f/9+LV++XOvWrVOBAgXUqVMndezY0Y6hAQCA+5Fhcj9//rxWrFihlStX6tq1a2rZsqVmzZqlgICArIoPAJADZeYnx5G+DJN7q1at9Pjjj+uFF15Q8+bNlSdPnqyKCwAA3KcMk/vmzZtVtGjRrIolU965fSW7QwBsl8zVJkCG+FU4m2Q4oc5siR0AANxdpifUAQCQZTjnbhOSOwDAfBiWtwk3+AMAwMGkW7kPHz48U5ciTJo06YEGBAAAN5e3TbrJvXTp0lkZBwAAeEDSTe4hISFZGQcAAP/DhDqbZHpCXXx8vE6fPq1r167JMAzr8scff9wugQEAcjAm1NkkU8l97969GjZsmOLj43Xz5k3lz59fMTExKlasmDZt2mTvGAEAwD3IVHJ/77331L9/f/3nP//RY489pl9//VUzZ86Uq6urveMDAORETKizSab23pkzZ9SrV68UywYMGKDPP//cHjEBAAAbZKpyd3d3182bN+Xh4aHChQvrxIkT8vT01K1bt+wdHwAgJ+Kcu00yldybN2+ubdu2qV27durcubN69eqlXLlyqWXLlvaODwCQEzFb3iYW459T3zNp7969iomJUaNGjeTklMXnRWKvZu32AHvgV+HgKNyK2aXbpLnP2aVf5wGf2KVfs7mve8sHBAQ86DgAAPifrC4c0/D888/rwoULcnJykpubm0aOHClfX1+dPn1ab7zxhqKiouTp6amJEyeqTJkykpTlbenJVOXeo0ePdG9Fu3DhwkztpAeGyh2OgModjsJelfu8gXbp17n/x5le98aNG3J3d5ckbdy4UbNmzdKyZcvUq1cvde7cWR06dNCKFSu0dOlSffHFF5KU5W3pydShUZcuXfTUU09ZH4GBgbpy5Qo3sAEA2IfFYpdHdHS0Lly4kOoRHR2dKoS/E7sk3bx5UxaLRVevXtWRI0cUFBQkSQoKCtKRI0cUGRmZ5W0ZydSwfHBwcKplLVu21JtvvsltagEAD40FCxZo5syZqZaHhIRo6NChqZaPGDFCP/30kwzD0Lx58xQWFqaiRYvK2dlZkuTs7KwiRYooLCxMhmFkaZuXl1e67/O+f8+9aNGi+uuvv+735QAApM9O59x79+6dZsHq4eGR5vrjx4+XJC1fvlyTJk3Siy++aJe4HrRMJfclS5akeB4bG6v169fLz8/PHjEBAHI6O10K5+HhkW4iz0jHjh01atQoFStWTBEREUpKSpKzs7OSkpJ06dIl+fj4yDCMLG3LSKYOjVasWJHisWPHDvn7+2vKlCn3vIMAADC7mJgYhYWFWZ9v3rxZBQoUkLe3t3x9fbV69WpJ0urVq+Xr6ysvL68sb8vIfV3nnq2YLQ9HwGx5OAp7zZZfYJ/5XM69U59vT8uVK1f0/PPP6/bt23JyclKBAgX0+uuvq2rVqjp58qTeeOMNRUdHy8PDQxMnTlS5cuUkKcvb0pOp5F6nTh39+uuvqZY//vjj2rVrV6Z21ANDcocjILnDUThocn/YZeqce0JC6i+ihIQEJScnP/CAAAAww01sHmYZJve/b14THx+vZ555JkVbeHi4/P397RocACCH4t7yNskwuXfp0kWGYej333/XU089ZV1usVjk7e2tevXq2T1AAABwbzJM7n9fC1izZk2VL18+SwICAMDCT77aJFMnNb755hvt378/xbL9+/dbL+4HAADmkankvnr1alWrVi3FsmrVqlmvuwMA4IGyONnnkUNkara8xWLRv6+YS0pKYrY8AMA+GJa3SaYOYwICAjRt2jRrMk9OTtaMGTP4XXcAAEwoU5X7iBEjNHDgQDVs2FDFixdXWFiYChcurNmzZ9s7PgBATsSlcDbJVHIvVqyYli1bpkOHDik8PFw+Pj6qUaOGvWMDAAD3IdOzC5ycnOTv76/WrVvL1dVVkydPVuPGje0ZGwAgp3Jyss8jh8j077lHRkZq1apVWr58uY4eParatWtrxIgR9owNAADchwyTe0JCgjZv3qxly5Zp586deuSRR9S2bVuFhobqww8/lLe3d1bFCQDISTjnbpMMk3uDBg1ksVjUqVMnDR06VFWrVpV056Y2AADYDcndJhmegKhUqZJu3LihQ4cO6ffff9f169ezKi4AAHCfMqzcv/zyS128eFHLly/XZ599pnHjxqlhw4a6deuWEhMTsypGAEBOk4Mmv9nDXfdeiRIlNGTIEK1fv16ff/65ChcuLCcnJ7Vv316TJk3KihgBAMA9yPRseenOneoCAgL09ttva8OGDVq+fLmdwgIA5Gicc7eJxfj3TePNLvZqdkcA2C45IbsjAB4Mt2J26TZ51dt26dep3Ti79Gs2nNQAAMDB3NOwPAAAWSIH/TyrPbD3AABwMFTuAADz4ffcbUJyBwCYD7PlbcKwPAAADobKHQBgPtyhzibsPQAAHAyVOwDAfDjnbhMqdwAAHAyVOwDAfKjcbUJyBwCYD3eoswl7DwAAB0PlDgAwH0blbULlDgCAg6FyBwCYDxPqbEJyBwCYD8ndJgzLAwDgYKjcAQDmQ+VuEyp3AAAcDJU7AMCEqNxtQXIHAJgPud0mDMsDAOBgqNwBAObDhDqbULkDAOBgqNwBAOZD5W4TKncAABwMlTsAwHyo3G1CcgcAmBDJ3RYMywMA4GCo3AEA5kPhbhMqdwAAHAyVOwDAfJhQZxOSOwDAfEjuNmFYHgAAB0PlDgAwISp3W1C5AwDgYKjcAQDmwzl3m5DcAQDmQ3K3CcPyAAA4GCp3AID5ULjbhModAAAHQ+UOADAfzrnbhOQOADAhkrstGJYHAMDBULkDAMyHYXmbULkDAOBgqNwBAOZD5W4TKncAABwMlTsAwHwo3G1CcgcAmA/D8jZhWB4AAAdD5Q4AMCEqd1tQuQMA4GBI7gAA87FY7PPIpGvXrum5555Ty5Yt1a5dO4WEhCgyMlKSdPDgQbVv314tW7ZU3759dfXqVevrsrotPSR3AID5ZHNyt1gs6t+/v9atW6dVq1apVKlSmjJlipKTkzV8+HCNGjVK69atU0BAgKZMmSJJWd6WEZI7AAD/4unpqbp161qf+/n5KTQ0VIcPH1aePHkUEBAgSerWrZt+/PFHScrytowwoQ4AYD52uhQuOjpa0dHRqZZ7eHjIw8MjzdckJyfrm2++UdOmTRUWFqbixYtb27y8vJScnKyoqKgsb/P09Ez3fZLcAQA5xoIFCzRz5sxUy0NCQjR06NA0XzN27Fi5ubmpZ8+e2rBhg71DfCBI7gCAHKN3794KDg5OtTy9qn3ixIk6e/as5syZIycnJ/n4+Cg0NNTaHhkZKScnJ3l6emZ5W0Y45w4AMB87Tajz8PBQyZIlUz3SSu4ffPCBDh8+rFmzZsnFxUWSVK1aNcXGxmrv3r2SpEWLFqlVq1bZ0pbh7jMMw7i/PZ9NYu9+CYAje7bfEB387Q/lcnaWJBUpUljrVi6SYRiaM2+BFi9ZoegbNxTY8HGNHfWG8ufPl2Y/02bO1aYt23Xy9FkNfq63hg7un6L9y6+/0/wvFynq+nWVKf2I3hr+ogJq1bS2//HnX5owaZqO/HlMrq55NbB/L/V+pmua29q1e6/enTBFYeERqlGtqt4fO0Ilivs8oD3ykEpOyO4ITGHNj5s0c+7nCgu7pEKFvPT+u28ooFZNrV2/WTPmzFd4xGX5FC2il4c+pyebNEqzj6jr0XpnwgfatXufZLGo4eOP6d23Xk7x2V/w9RItWPidIiOj5ONTRB9NnaCypUtJklb9sEEfTP9E16Kuq369AE1453V5Fki7ivvzr+Ma8e4knTx9VuXLltb40a/Jt1KFB79jHiZuxezSbfLvn9qlX6fq/TK13vHjxxUUFKQyZcoob968kqSSJUtq1qxZ2r9/v0aPHq24uDiVKFFCkydPVqFChSQpy9vSQ3J/yDzbb4jat22pLp3ap1i+bOVaffzpF5r/8Yfy8HDXq2++Iw93d00cNzLNfpatXCsvr4Ja9N0yValcMUVyP/TbH+r93FB9Nf8jVfWtpG++W6bpH83TT5tWydnZWZHXotQ2uIfeHP6iWjVvoviEBEVEXFb5cmVSbSfyWpSaB3XRuNFvqmlgA02b9Yn27T+kb7/65IHul4cOyV0//bJHb787WVMnjlaNar66fOV//7ebte2mWVPHq3GDutq28xe9+NpobV6zWN5eBVP1886ED3Tu/EVNnzxGhmFo6KujVKlCOb35aogk6bvvV+uLRUs19b3RKl+utM5fCJWHh7s8C3jo+MnTerrXYM2dPlFVfCto1NgpSk42NHXi6FTbiU9IUMv2z6j3M0+px9MdtWjJSs3/8lutW7lQLrlz229HmZ29kvvhz+zSr1O1vnbp12wYlncQW7bt1FPB7eRTrKjyubnpuT7Pau26Tbp9OzbN9YPbt1Fgw8eVz80tVdvF0DA9Wr6sqlWpLIvFoo5BrXXtWpSuRl6TJH3+5SI1rF9X7du2lIuLi/Lny5dmYpekDZu2qkL5smrdoqny5MmjoYP66eix4zp5+syDeut4SM2YPV/PD+gtvxpV5eTkpKJFCqtokcIKj7gsd/f8CmxYTxaLRU80elyuefPq3PmLafZz4WKYmjVpqPz588ndPb+aN22kE6fOSLozy3nm3M/11isherR8GVksFj1SqoS1Ml+1doOaNq6vx2rXVD43N734fD9t2LxdN2NupdrOr3sPKjEpSb2f6SIXFxf16vGUDBn65df9dttHwP0iuT+E/jt9juoGtla33gO1e8//vlj+OQhjGIbi4+N19tz5e+6/ccPHlZycrEO//aGkpCQtXb5avpUqqHAhb0nSwd8Oq0ABD3XrNUCPP9FGg4YOV2hYeJp9HT95WpUq/m/Y0s3NVY+ULKETJ0/fc1xwHElJSTp85C9duxal5u17qHHLpzTm/WmKjY1TtSqVVL5saW3a+pOSkpK0ccsOubi4qFLF8mn29UzXYG3dvkvXo2/oevQNrdu0TY0a3Lk+OTzissIjLuvYydMKbPWUmrbtqumzP1NycrIk6fjJM6pU8VFrX4+UKqHcuXPrzNnU/29OnDytShXKyfKPS7QqVSivEyfPPMA9A6tsvonNw47Z8g+ZV198XuXLl5FL7txa8+NGDXrhNa349nM1alBP8+YvVOsWzVTAw12fzP9KknQ7Nu3KPSP58rmpxZNPqEefQTIMyd09vz6Z9V/rl1pExGUdOXpMn82ZpkoVymvy1Fl6+Y3RWrTg41R93bp1W14FPVMsy++eXzFpVEbIOa5cvaaExET9uHGbFn46Q7lyOev5l0Zo9rwv9FLIc+oQ1FKvvjVWcfHxyp07lz6c9K7cXF3T7KtK5YpKSEhU3SfaSZIer1NLPZ7uKOlOcpekn3bt0arv5iv6xk31G/yqihUtrKc7tdOt27fl/q95Kfnz51PMrdSfz5hbt+WeP3+m1gWyW7ZW7u3atcvOzT+Uataoqvz58snFxUXB7duoll91bduxS507Bqlt6+bq1X+I2nZ6RvUeqyVJKla0yD1vY8myVfp+xRqtXrpQh/du0+QJozVo6HBFXLrzRZknbx41b9JYNapVUZ48eTRkUD8dOPi7bty4maovNzdX3YyJSbEs5maM8uVLfToAOUfevHkkSc9266Qihb3lVdBTfXo+rW07f9HPv+zVlA/n6ItPpunwrxv15bwP9faYSfrzr+Np9jXs9XdUpnRJ7f/pB+3buValSpbQ8BHj/n87d2Y49+/dXR7u7ipZ3EddO7fXtp2/SJLcXFN/Pm/GxKR5uipfWp/ldNbFg2Cx0yNnsHtyP3HiRLqPa9eu2XvzDs9iscgwDDk5OemF5/tr8w/fa/uGFXq0fFnrOcx79efR43qicQOVLfOInJyc1LhBPRUuXEgHDv0u6c5Q5D+HtywZDHVVKF9WR4+dsD6/deu2zl24qEfLl73nuOA4Cni4q1jRwilGSf/+HP157IQCatVQ9aqV5eTkpBpVfVWjWhX9vHtfmn0d/euEunVuLzdXV+Vzc1P3Lu21feduSVLZ0o8od+7cKT6j/9xmhfJldPTYSevz8xdClRCfoDL/P5P+nx4tX1Z/HT+V4vTXX8dO6dHyZe5nF+BuGJa3id2Te1BQkAYOHKgBAwakekRFRdl78w4lOvqGdvz0i+Li4pSYmKiVa9Zp776DatSgnqKuR+vc+QsyDEMnTp7W+1Oma8jAPnJyuvMnnjF7np7tN8TaV0JCouLi4mQYhhKTkhQXF6ekpCRJUvVqvtq2/Wedv3BRhmHop12/6szZc6rwaDlJUqcObbVx83b9efSYEhIS9dHc+artX1Pu7vlTxdy8aaCOnzildRu3KC4uTrM+/kyVKjyq8mXL2H+HwdQ6tW+tLxd9r6uR13Q9+oY+X/itnmhUX9WrVNbeA79bK/UjR49p34Hf7hxUStq994Aq+Qda+6lWtZK+W7ZasbFxio2N0+Klq1Spwp3PqqtrXrVp0UTzFnyjmzG3FB5xSYu/X60nGtWXJLVr01xbtv+svfsP6dbt2/pw9mdq3rSx8qcxslQnwE/OTk764pulio+P11eLvpck1atTy677Cbgfdr8UrlmzZvr6669VtGjRVG2BgYHatm3bvXWYgy+Fi4y8pudCXtGp0+fk7OykcmVK68Uhz6nB43V0+sw5DXrhNYVHRMiroKd69XhafXp1t772rdETVLiQl14aOkiS9MbIcVq2cm2K/t8bM0KdOrSVYRia/tE8LVu5Vtejb6hY0cIa2K+XOrZrbV3362+/1+y5nys2Nk61/Wto9IhX5VPszt+4bfAzGti/l9q3bSlJ+vmXPRrz3n8VGhaumtWr6r0xb6tkCa5zz+kSEhI1fvJ0rf5hk/LkcVHr5k9o+LBBypMnj75a9L0WfL1EV65Gyqugp555Olh9e925j8Ly1eu0aMlKLfp8liTp/MUwjZ/0oQ4c+kOGYah6NV+NfO1FlSldUpJ082aMRo6doq07d8nDPb+6BAdpyIDe1mp+1Q8b9N/pcxUVFa3H69bWe+++YZ1N33/IcAXUqqFB/Z6VdOdA4+0xk3Xi1Bnrde5VKlfM6l1nLva6FO7PL+3Sr5Pvs3bp12zsntwnTpyo5s2bq1at1Ee348aN09tvv31vHebg5G6LDk/31udzp6ugZ4HsDgUSyd0GI96dpFbNn1Cj+nWyOxRIJHeT4iY2QHYgucNR2C25f2WXfp18e9qlX7PhUjgAgPnkoMlv9sBNbAAAcDBU7gAA87FQe9qCvQcAgIOhcgcAmBDn3G1BcgcAmA8T6mzCsDwAAA6Gyh0AYELUnrZg7wEA4GCo3AEA5sM5d5tQuQMA4GCo3AEA5kPlbhOSOwDAhEjutmBYHgAAB0PlDgAwH+4tbxP2HgAADobKHQBgPkyoswnJHQBgQiR3WzAsDwCAg6FyBwCYDxPqbMLeAwDAwVC5AwBMx8KEOpuQ3AEAJkRytwXD8gAAOBgqdwCA+TChzibsPQAAHAyVOwDAhDjnbgsqdwAAHAyVOwDAfLgUziYkdwCA+TChzibsPQAAHAyVOwDAhBiWtwWVOwAADobKHQBgPkyoswnJHQBgPkyoswl7DwAAB0PlDgAwIYblbUHlDgCAg6FyBwCYDxPqbEJyBwCYEAPLtmDvAQDgYKjcAQDmw7C8TajcAQBwMFTuAADzoXK3CZU7AAAOhsodAGBC1J62ILkDAMyHYXmbcGgEAICDoXIHAJgQlbstqNwBAHAwVO4AAPPhnLtNSO4AABMiuduCYXkAABwMlTsAwHwYlrcJlTsAAA6Gyh0AYELUnrYguQMAzIdheZtwaAQAgIOhcgcAmBCVuy2o3AEAcDBU7gAA8+Gcu02o3AEAcDBU7gAAE6JytwXJHQBgPgzL24RheQAAHAzJHQBgQhY7PTJv4sSJatq0qSpVqqRjx45Zl58+fVpdu3ZVy5Yt1bVrV505cybb2tJDcgcAIA3NmjXTwoULVaJEiRTLR48erR49emjdunXq0aOHRo0alW1t6SG5AwDMx2KxyyM6OloXLlxI9YiOjk4VQkBAgHx8fFIsu3r1qo4cOaKgoCBJUlBQkI4cOaLIyMgsb8sIE+oAACZkn9pzwYIFmjlzZqrlISEhGjp06F1fHxYWpqJFi8rZ2VmS5OzsrCJFiigsLEyGYWRpm5eXV7pxktwBADlG7969FRwcnGq5h4dHNkRjPyR3AID52OlSOA8PD5sSuY+PjyIiIpSUlCRnZ2clJSXp0qVL8vHxkWEYWdqWEc65AwCQSd7e3vL19dXq1aslSatXr5avr6+8vLyyvC0jFsMwDHvtBLuIvZrdEQC2S07I7giAB8OtmF26NaKO3X2l+2DxrJjpdceNG6f169frypUrKliwoDw9PbVmzRqdPHlSb7zxhqKjo+Xh4aGJEyeqXLlykpTlbem+T5I7kA1I7nAUdkvux+3Sr8Wzgl36NRuG5QEAcDBMqAMAmI6Fe8vbhModAAAHQ+UOADAhKndbULkDAOBgqNwBAObDOXebkNwBACZEcrcFw/IAADgYKncAgPlYqD1twd4DAMDBULkDAEyIc+62ILkDAMyH2fI2YVgeAAAHQ+UOADAhKndbULkDAOBgqNwBAObDOXebkNwBACZEcrcFw/IAADgYKncAgPkwLG8TKncAABwMlTsAwISo3G1B5Q4AgIOhcgcAmA+/CmcTkjsAwIQYlrcFh0YAADgYKncAgPlwKZxNqNwBAHAwVO4AABOicreFxTAMI7uDAAAADw7D8gAAOBiSOwAADobkDgCAgyG5AwDgYEjuAAA4GJI7AAAOhuQOAICDIbkDAOBgSO4AADgYkjsAAA6G5A6r06dPq2vXrmrZsqW6du2qM2fOZHdIwD2bOHGimjZtqkqVKunYsWPZHQ6QLUjusBo9erR69OihdevWqUePHho1alR2hwTcs2bNmmnhwoUqUaJEdocCZBuSOyRJV69e1ZEjRxQUFCRJCgoK0pEjRxQZGZnNkQH3JiAgQD4+PtkdBpCtSO6QJIWFhalo0aJydnaWJDk7O6tIkSIKCwvL5sgAAPeK5A4AgIMhuUOS5OPjo4iICCUlJUmSkpKSdOnSJYY3AeAhRHKHJMnb21u+vr5avXq1JGn16tXy9fWVl5dXNkcGALhXFsMwjOwOAuZw8uRJvfHGG4qOjpaHh4cmTpyocuXKZXdYwD0ZN26c1q9frytXrqhgwYLy9PTUmjVrsjssIEuR3AEAcDAMywMA4GBI7gAAOBiSOwAADobkDgCAgyG5AwDgYEjuwD+88cYbmjp1qiRp7969atmyZZZst1KlSjp79uwD77dp06b6+eefH3i/AMyN5I6HTtOmTVWjRg35+/urfv36euONNxQTE/PAtxMQEKB169bddb3vv/9e3bt3f+Dbl6RRo0bptddeS7X86NGjqlatmqKiouyyXQAPN5I7Hkpz5szRgQMHtGzZMh0+fFizZ89OtU5iYmI2RPZgBQcHa8OGDbp161aK5StWrFCTJk3k6emZPYEBMDWSOx5qRYsWVaNGjXT8+HFJd4a3Fy5cqBYtWqhFixaSpC1btqhDhw4KCAhQt27ddPToUevrjxw5ouDgYPn7+2vYsGGKi4uztu3evVuNGze2Pg8LC1NISIjq1aununXrasyYMTp58qRGjx6tgwcPyt/fXwEBAZKk+Ph4TZw4UU888YTq16+vUaNGKTY21trXvHnz1LBhQzVs2FBLlixJ9/35+/urSJEiWr9+vXVZUlKSVq1apQ4dOujcuXPq1auX6tatq7p16+qVV15RdHR0mn3985RDWu8vIiJCQ4cOVb169dS0aVN98cUX1rbffvtNnTp1Uq1atVS/fn2999576cYMIPuR3PFQCwsL0/bt2+Xr62tdtnHjRn377bdau3atjhw5orfeektjxozR7t271bVrVz3//POKj49XfHy8hgwZog4dOujXX39Vq1atUiTRf0pKStLAgQNVvHhxbd68Wdu3b1ebNm1Uvnx5vfvuu/Lz89OBAwe0d+9eSdKUKVN0+vRpLV++XOvXr9elS5c0a9YsSdL27dv12Wef6bPPPtP69eu1a9euDN9jx44dtXz5cuvzn3/+WYmJiQoMDJRhGBo4cKB27NihH374QeHh4ZoxY8Y978fk5GQNHjxYlSpV0vbt27VgwQItWLBAO3bskCSNHz9evXr10v79+7Vhwwa1bt36nrcBIOuQ3PFQGjJkiAICAtSjRw899thjGjRokLVtwIAB8vT0VN68ebV48WJ17dpVNWvWlLOzs4KDg5U7d24dPHhQhw4dUkJCgnr37q3cuXOrVatWql69eprb++2333Tp0iW99tprcnNzU548eaxV+r8ZhqFvv/1Wb731ljw9PZU/f34NHDjQen/zH374QZ06dVLFihXl5uamkJCQDN9rhw4dtGfPHoWHh0uSli9frqCgIOXOnVulS5dWgwYN5OLiIi8vL/Xp00d79uy55/35+++/KzIyUiEhIXJxcVGpUqX09NNPa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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# FOR FEATURE SELECTION, QUICK EXPERIMENTATIONS\n","\n","flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n","# \"DAY_OF_MONTH\"\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n","# \"delay_state\"\n","]\n","\n","cont_feat = [*flight_features_cont, *weather_features_cont, *airport_capacity_cont, *page_rank_cont]\n","\n","columns_categorical = [*flight_features_cat, *weather_features_binary, *graph_features_cat]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 10,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prev_delay, weather\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6d2d488b-75f3-4bf8-b803-3a910a73fa1b","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.758 0.741\n","F2 Score 0.624 0.494\n","Recall 0.600 0.538\n","Precision 0.746 0.372\n","Accuracy 0.698 0.788\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.758 0.741\nF2 Score 0.624 0.494\nRecall 0.600 0.538\nPrecision 0.746 0.372\nAccuracy 0.698 0.788\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n","# 'PageRank_origin',\n","# 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n","# \"DAY_OF_MONTH\"\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 10,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prev_delay, weather, delay_state\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4ed86795-01f8-4c4e-8832-bbc99c56b285","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.758 0.741\n","F2 Score 0.624 0.494\n","Recall 0.600 0.538\n","Precision 0.746 0.372\n","Accuracy 0.698 0.788\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.758 0.741\nF2 Score 0.624 0.494\nRecall 0.600 0.538\nPrecision 0.746 0.372\nAccuracy 0.698 0.788\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\"\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 10,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prevdelay, allweather, delay_state, page, seasonality\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"81208f31-a934-470e-be2a-ab87f1303fae","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.980 0.602\n","F2 Score 0.901 0.446\n","Recall 0.888 0.562\n","Precision 0.956 0.245\n","Accuracy 0.924 0.665\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.980 0.602\nF2 Score 0.901 0.446\nRecall 0.888 0.562\nPrecision 0.956 0.245\nAccuracy 0.924 0.665\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfcAAAH1CAYAAADrvbcsAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAABOD0lEQVR4nO3deXhM1/8H8PdMNglGJIgsKmibxpowliJSUQQhElWqSBuqlliqqKVCY6mEbylJaUs1La0qlSCIfa0iiKWqltqzkE1kX+b8/vDrtGkWw80k1+T9ep55ns45d879zDXNZz7nnntHIYQQICIiIoOhrOwAiIiIqHwxuRMRERkYJnciIiIDw+RORERkYJjciYiIDAyTOxERkYFhcq9icnJyMHr0aLRp0wYTJkx45nG2bt0Kf3//coyscowcORJbtmyp7DAMwokTJ9ClS5fKDuOprVq1CrNmzarsMIjKFZO7TG3btg2+vr5wdXVF586dMXLkSMTExEged9euXUhKSsKJEyewfPnyZx6nX79++OabbyTH818nTpyAk5MTxo0bV6T98uXLcHJywrBhw3QaZ8WKFZgyZcoTt1u9ejV8fHyeKdYnOX78OHx8fNC6dWt069YNP/30k7bv4MGDeOutt6BWq9GpUyfMmjULGRkZ2v60tDRMmjQJ7du3R/v27fHhhx8W6f+32NhYvPvuu2jXrh06dOiACRMm4P79+0Xeo5eXF1xdXeHh4YHVq1cXGyM8PBweHh5wcXFBr169cOPGjXI8EvJR0heQ0aNHY8GCBZUUEZF+MLnL0Nq1a7Fw4UKMHj0ax44dw4EDBzBkyBDs27dP8thxcXFwdHSEsbFxOUSqH1ZWVoiNjUVqaqq2bcuWLXB0dCy3fQghoNFoym28/8rPz0dAQAAGDRqE06dPY+nSpVi0aBEuX74MAHj06BHGjBmDI0eOYMeOHUhMTERISIj29cuWLUN6ejr27duHvXv3Ijk5GStWrChxXw8fPsSbb76J/fv348CBA6hevTpmzJhR5L0GBwfj1KlTWL16NdavX4+oqCht/88//4xNmzbhq6++wtmzZ/Hll1+idu3aejoy0hQUFFR2CETPB0Gykp6eLlxcXMSOHTtK3SY3N1fMnz9fdOrUSXTq1EnMnz9f5ObmCiGE+O2334Sbm5tYs2aN6NChg+jUqZPYtGmTEEKIzz//XDRr1kw0bdpUuLi4iI0bN4rly5eLDz/8UDv2nTt3xMsvvyzy8/OFEEJs3rxZeHh4CBcXF9G1a1cRGRmpbR88eLD2dadPnxa+vr6idevWwtfXV5w+fVrbN3ToULF06VIxaNAg4eLiIt59912RnJxc4nv7O/7Zs2eLdevWCSGEKCgoEJ07dxYrVqwQQ4cO1W47b9480aVLF+Hq6ip8fHzEqVOnhBBCHDp0qMj77Nu3rzaOzz77TAwaNEi0aNFC3Lx5UwwdOlRs3LhRCCFEYGCgCAgI0I4fEhIihg8fLjQaTZn/ZiV58OCBePnll0VWVpa2zdfXV2zbtq3E7aOjo4WXl5f2+YgRI7TvXwgh1q1bJ/z9/XXa98WLF4WLi0up/fPmzRNBQUFCCCEKCwtFly5dxK+//qrT2Lp89lauXCnatWtX5PMihBAHDx4UvXr1Ei4uLqJz585i9erV2r79+/eLfv36iTZt2ohBgwaJP/74Q9vXtWtX8eWXXwovLy/RrFkz8eWXX4rx48cXe0/z5s0TQgixadMm4enpKVxcXISHh4f48ccfhRBCZGZmihYtWggnJyfh4uIiXFxcREJCQrH/B/bu3St69+4t2rRpI4YOHSquXbtWJJbVq1cLLy8v0bp1azFx4kSRk5MjhBAiOTlZjBo1SrRp00a0bdtWvPXWW6KwsFCn40pU3pjcZebQoUPC2dlZm1xLsmzZMjFw4ECRlJQkkpOTxaBBg8TSpUuFEI//wDo7O4tly5aJvLw8cfDgQdGyZUuRlpYmhBDF/pCVldwzMzOFq6uruH79uhBCiMTERHHlyhUhRNHknpqaKtRqtdiyZYvIz88X27ZtE2q1WqSkpAghHifVbt26ib/++ktkZ2eLoUOHisWLF5f43v5OEKdPnxZvvPGGEOJxUvD39xcbN24sktwjIiJESkqKyM/PF2vWrBEdO3bU/qH97/v6Ow53d3dx5coVkZ+fL/Ly8ook96ysLNGjRw+xefNmcerUKdGuXTsRHx9f1j9XmSZPnizWrVsnCgoKxJkzZ0SHDh1EXFxcidvOnz9fTJo0Sft8//79YuTIkSItLU2kpaWJYcOGibVr1+q037Vr14qBAweW2KfRaIS3t7f44YcfhBBC3Lt3T7z88svi22+/FV26dBFdu3YVn3/+ealJSZfP3sKFC0Vubq44ceKEaNWqlfbz06lTJ+0XsLS0NHHx4kUhhBC///676NChg4iNjRUFBQXil19+EV27dtV+aejatavo16+fiIuLE9nZ2eLu3buiZcuW4tGjR0KIx1/+OnXqJM6ePSuEEOLAgQPi1q1bQqPRiBMnToiWLVtq9/X35+vf/v1Z+euvv0SrVq3E0aNHRV5envjqq6/E66+/XiSWAQMGiISEBJGamio8PT21x3LJkiVi9uzZIi8vT+Tl5YlTp0490xdDovLAaXmZSUtLQ+3atcucNt+2bRvGjRsHa2trWFlZYdy4cdi6dau239jYGOPGjYOJiQnc3d1hYWHxzOdQlUolrl69ipycHNSrVw8vvfRSsW0OHjyIhg0bon///jA2NoaXlxcaN26MAwcOaLfx9fVFo0aNUK1aNXh6euKPP/4oc7+tW7fGw4cP8ddffyEiIgLe3t7FtvH29tYeK39/f+Tl5T3xffr4+OCll16CsbExTExMivSZm5sjJCQEixYtwtSpUzF79mzUr1+/zPHK0qdPH4SFhaFFixZ4++238cEHH8DW1rbYdseOHUNERESRBY5NmzZFfn6+9py7kZERhgwZ8sR9Xr58GV988QWmTZtWYv+KFSug0WgwYMAAAEBCQoI2hm3btuG7775DVFQUNm3aVOLrn/TZA4CJEyfC1NQU7dq1g7u7O3bu3Ang8efy2rVryMjIQK1atdCsWTMAwE8//YRBgwahVatWMDIygo+PD0xMTBAbG6sdc9iwYbC1tUW1atVgb2+Ppk2bYu/evQCA3377DdWqVYOLiwsA4LXXXsMLL7wAhUKBdu3aoVOnTjqvV9mxYwfc3d3RqVMnmJiYYMSIEcjJycHZs2eLxGJjYwNLS0t07dpV+1k2NjbGgwcPEBcXBxMTE6jVaigUCp32S1TemNxlxtLSEqmpqWWeW7x//z7s7Oy0z+3s7IosoLK0tCzy5cDc3BxZWVlPHYuFhQWWLl2KDRs2oHPnzhg1ahSuX7/+xHj+jikxMVH7vG7duk8dT79+/bB+/XqcOHEC3bt3L9a/Zs0a9OrVC23atIFarcajR4+KnKcvSUnJ9d9atWoFBwcHCCHQq1evUrfr06cPXF1d4erqWmLiuH79OiZPnozg4GBcvHgR27dvx+rVq3Hw4MEi28XGxuLDDz/E8uXL0ahRI237pEmT4OjoiDNnzuD06dNo0KABpk6dWmbst27dwnvvvYeZM2dCrVYX61+3bh0iIiLw1VdfwdTUFABQrVo1AI+vGlCpVHBwcMCgQYNw6NChEvfxpM+eSqWChYVFif3Lly/HoUOH0LVrVwwdOlSbMOPi4rB27Vqo1WrtIyEhoci4//138/Lywvbt2wEA27dvh5eXl7bv0KFDePPNN9GuXTuo1WocPnz4iZ+L0t6fUqmEra2tTp/lESNGoGHDhvD390e3bt3w1Vdf6bRPIn1gcpcZV1dXmJqaaquSktSrVw9xcXHa5/Hx8ahXr94z7c/c3Bw5OTna50lJSUX63dzcsHbtWhw9ehSNGzfG7NmznxjP3zHZ2Ng8U0x/8/b2xg8//AB3d3eYm5sX6YuJicHq1auxbNkynDp1CjExMahZsybE///IYWkV05MqqfXr1yM/Px/16tUrcVX536KionD27FmcPXu2xER69epVODo6ws3NDUqlEo0bN4a7uzsOHz6s3ebSpUsYM2YMFi5ciFdffbXI6y9fvozBgwfDwsIC1atXx1tvvVXktf917949vPvuuxg7diz69+9frP/vBXPh4eFFZiMaNWoEExOTIselrGP0pM9eenp6kS9u/+5v2bIlVq5ciV9//RWvv/46Jk2aBOBx4h49ejRiYmK0j3PnzhVJ2P+NqVevXjh58iQSEhKwZ88e9O3bFwCQl5eHCRMmwN/fH8eOHUNMTAy6dOnyxM9Fae9PCKHzZ7lGjRqYPn069u3bh5UrV2Lt2rU4fvz4E19HpA9M7jJTs2ZNTJgwAUFBQdi7dy+ys7ORn5+PQ4cOaVdT9+nTBytXrkRKSgpSUlIQFham/eP2tJydnXHq1CnExcXh0aNH+PLLL7V9SUlJ2Lt3L7KysmBqagoLCwsolcU/Mu7u7rh58ya2bduGgoIC7NixA9euXcNrr732TDH9rUGDBvj++++1SeDfMjMzYWRkBCsrKxQUFCA0NLTIpWLW1ta4d+/eU62Iv3HjBpYtW4bFixcjJCQEq1evfuLpg9I0bdoUt27dwvHjxyGEwO3bt3Hw4EE4OTkBAK5cuYKRI0di9uzZ8PDwKPb65s2b4+eff0ZOTg5ycnLw008/aV8LPJ4a/nv1fGJiIvz8/PD222/jrbfeKjbW1q1bsXTpUqxduxYNGjQo0mdubo7evXtj9erVyMjIQEJCAn766adS/+10+eytWLECeXl5iImJwcGDB+Hp6Ym8vDxs3boVjx49gomJCapXr679LA0cOBAbNmzAuXPnIIRAVlYWDh48WOqlf8DjKyratWuHGTNmwMHBAU2aNAHwOLnn5eXBysoKxsbGOHToEI4dO6Z9nbW1NdLS0vDo0aMSx+3VqxcOHTqE48ePIz8/H9988w1MTU3h6upaaix/O3DgAG7dugUhBGrWrAkjIyNOy1Olke/1UFWYv78/6tSpgy+++AJTpkxB9erV0axZM4wePRoAMHbsWGRmZqJfv34AAE9PT4wdO/aZ9tWpUyf07t0b/fr1Q+3atfHee+9h//79AACNRoNvv/0WH330ERQKBZydnTF37txiY9SuXRurVq3CwoULMXfuXDRs2BCrVq2ClZXVsx2AfympKgaAzp07w83NDT179oSFhQX8/PyKTN16enpi69ataN++PRwcHJ54o5qCggJMnToV7733Hl555RUAwAcffIBp06Zh8+bN2mlsXb3wwgtYsGABFixYgHv37qFmzZro27cvBg4cCODx5Y4pKSmYNWuW9gYqdnZ22kvUFi5ciAULFsDd3R1CCLRo0QKLFi3Sjh8fH4/WrVsDeHwp2507dxAaGorQ0FDtNn9Pey9btgxpaWl44403tH19+/ZFUFAQACAwMBCzZ8+Gm5sbVCoVBg4cWGTbf3vSZ69OnTpQqVRwc3ODubk55s6diyZNmiAvLw+RkZGYN28eCgsL0ahRIyxevBgA0KJFC8ybNw9BQUG4desWqlWrhtatW5f6b/83Ly8vfPTRR0VOV9SoUQMff/wxJk2ahLy8PHTt2rXIl6cmTZqgT58+eP3111FYWFjkkkAAaNy4MRYvXox58+YhMTERzs7OWLVqlU7//rdu3cK8efOQkpIClUqFt956Cx06dHji64j0QSH+nq8ioudCQkICJk2ahA0bNlR2KEQkU0zuREREBobn3ImIiAwMkzsREZGBYXInIiIyMM/davm5vLSEDEBgVGBlh0BULpS9P9HLuPr6Wz+3iiwzY+VORERkYJ67yp2IiAwfK09pePyIiIgMDCt3IiKSHa6ukoaVOxERkYFh5U5ERLLDylMaJnciIpIdJndpePyIiIgMDCt3IiKSHS6ok4aVOxERkYFh5U5ERLLDylMaJnciIpIdTstLwy9HREREBoaVOxERyQ4rT2l4/IiIiAwMK3ciIpIdVp7SMLkTEZHscEGdNPxyREREZGBYuRMRkeyw8pSGx4+IiMjAsHInIiLZYeUpDY8fERGRgWHlTkREssPV8tIwuRMRkexwWlkaHj8iIiIDw8qdiIhkh9Py0rByJyIiKkNoaCicnJxw5coVAICTkxP69u0Lb29veHt7488//9Ruu3//fnh6eqJ79+6YNGkSsrOz9dpXGiZ3IiKSHaWeHk/r999/R2xsLOzt7Yu0b9iwAZGRkYiMjISTkxMAIDMzE7Nnz8aqVauwZ88eVK9eHWvWrNFb35OOHxERkazoK7mnp6fj7t27xR7p6enFYsjLy0NQUBDmzp2rU8yHDx9G8+bN4ejoCAAYPHgwdu7cqbe+svCcOxERVRnh4eEIDQ0t1h4QEIDx48cXafv888/Rr18/ODg4FNt+2LBhKCwsRJcuXTB+/HiYmpoiPj4ednZ22m3s7OwQHx8PAHrpKwuTOxERyY6+FtT5+fnBx8enWLtKpSry/OzZs7h48SKmTJlSbNuDBw/C1tYWGRkZmDp1KsLCwvDBBx/oKeJnw2l5IiKqMlQqFRwcHIo9/pvcT506hevXr6Nbt27w8PBAQkICRowYgaNHj8LW1hYAUKNGDQwcOBBnzpwBANja2iIuLk47RlxcnHZbffSVhcmdiIhkp7IX1I0aNQpHjx7F/v37sX//ftSvXx9r1qxBixYtkJOTAwAoKChAdHQ0nJ2dAQBubm64cOECbt68CeDxortevXrpra8snJYnIiLZkWvl+ddffyEwMBAKhQIFBQVwdXXFxIkTATyu5IOCgvD+++9Do9HA2dkZs2bN0ltfWRRCCKGnY6AXcxW8tQE9/wKjAis7BKJyoez9iV7GDdfT33q/5yvlPTNW7kREJDss46SR68wHERERPSNW7kREJDusPKVhciciItlhcpeGx4+IiMjAsHInIiLZ4YI6aVi5ExERGRhW7kREJDusPKXh8SMiIjIwrNyJiEh2eM5dGiZ3IiKSHU4rS8PjR0REZGBYuRMRkeyw8pSGx4+IiMjAsHInIiLZ4YI6aZjciYhIdjitLA2PHxERkYFh5U5ERLLDylMaHj8iIiIDw8qdiIhkhwvqpGFyJyIi2VEomd6l4LQ8ERGRgWHlTkREsqNQsHKXgpU7ERGRgWHlTkREsqPkOXdJWLkTEREZGFbuREQkOzznLg2TOxERyQ4vhZOG0/JEREQGhpU7ERHJDqflpWHlTkREZGBYuRMRkezwnLs0TO5ERCQ7nJaXhtPyREREBoaVOxERyQ6n5aVh5U5ERGRgWLkTEZHs8Jy7NEzuREQkO/zhGGk4LU9ERGRgWLkTEZHscFpeGlbuREREBoaVOxERyQ4vhZOGlTsREVEZQkND4eTkhCtXrgAAYmNj0a9fP/Ts2RP+/v5ITk7WblvRfaVhciciItlRKBR6eTyt33//HbGxsbC3twcAaDQaTJ06FYGBgYiOjoZarcaSJUsqpa8sTO5ERCQ7CqVCL4/09HTcvXu32CM9Pb1YDHl5eQgKCsLcuXO1bRcvXoSZmRnUajUAYPDgwdi1a1el9JWF59yJiKjKCA8PR2hoaLH2gIAAjB8/vkjb559/jn79+sHBwUHbFh8fDzs7O+1zKysraDQapKWlVXifpaVlqe+TyZ2IiGRHX5fC+fn5wcfHp1i7SqUq8vzs2bO4ePEipkyZopc49I3JnYiIqgyVSlUskZfk1KlTuH79Orp16wYASEhIwIgRIzBs2DDExcVpt0tJSYFSqYSlpSVsbW0rtK8sPOdORESyo69z7roaNWoUjh49iv3792P//v2oX78+1qxZg5EjRyInJwcxMTEAgA0bNsDT0xMA0Lx58wrtKwsrdyIikh253qFOqVQiJCQEc+bMQW5uLuzt7bF48eJK6SuLQggh9HQM9GKuTP/BiZ5GYFRgZYdAVC6UvT/Ry7i/OVjrZdwOd598jbghYOVORESyw1+Fk4bn3ImIiAwMK3ciIpIduZ5zf14wuRMRkezwh2Ok4bQ8ERGRgWHlTkREssNpeWlYuRMRERkYVu5ERCQ7CpaekvDwERERGRhW7kREJDs85y4NkzsREckOL4WThtPyREREBoaVOxERyY6S0/KSsHInIiIyMKzciYhIdnjOXRomdyIikh2ulpeG0/JEREQGhpX7c8LqxRcx9sIFXNq0Cb8MGwa3GTPgNnOmtl9hZARjMzMsrlcPWcnJMK9dG31WrkTj118HhMC16GhEjRmD3EePio3dYsgQ9P3yy3/GUiphYmGBL9u0QfyZM9p2IxMTjD53DmY1a+KzBg207fVbtUK/NWtQ19kZD/74A1tHjEDCuXMlvg/z2rXRb80aNOnRA1lJSdg3YwYu/PhjeRwikrG8gkJ8sikGx68k4mFWHl6wroEPvFqii7MdYm8mYfnOC7h0NxVKhQLtXqyHmT6tUa+WOQDgxNVEfLH7d1y6mwqVuQn2BfbTaZ9h0RcRuusi1ox+DR2d6hfpS8vMRe9Pd6BRvZpYP+F1bfvxKwmYt/k04lOz0LKhNRa+1R72VtVLHP9eSgZm/ngS528lw7a2BT72bVNsP/TsOC0vDSv350SfsDDcO3VK+/zIp59iYc2a2sex4GDcPHgQWcnJAACP+fNhXrs2Pm/UCJ83aYIaNjZ4be7cEse+8MMPRcaKGjsWKdevF0nsANBx6lRkPXhQpM3IxASDIyNxft06LKpdG+fCwzE4MhJGJiYl7qt3WBgK8/KwxMYGv7z9NvqsXIm6TZtKODL0PCgoFLC1tMD3AR44tXAAJvRugQ/Cf8W9lAykZ+fhzVebYO/svtgX2BfVzYwxa8MJ7WvNTY3h264RpvZtpfP+bic9QvS5O6irqlZi//+2n0NjG1WRttSMXExYewwTerXAbwt80byBFSZ/92up+/jwu+Nwtq+N4/N9MKl3S0z69hhSMnJ0jpFIn5jcnwPNBw1CTloabuzbV+o2rYYPR2x4uPa5ZaNGuBwRgdxHj5Cbno4/tmxB3WbNdNpfKz8/nPvuuyJtlo6OaDl0KI58+mmRdsfXXoPS2Bi/LVuGwrw8nFixAgqFAo08PIqNa2JhgaYDBuDA7NnIy8zE7WPH8OfWrWg1bJhOcdHzy8LMGAGeLWBvVQNKpQJdm9nDwao6fr+Tii7OdvB0eQE1qpnA3NQYQzq/hDM3krSvbdnQGt5tG8HBuobO+5u3+TQ+9GoFE6Pif+LO3kjC1fiH8G3XqEj7nvN38GJ9FTxdXoCZiRHG9WyOP+PS8FdierExbtxPx6W7qRjv2RzVTI3Ro1UDvGxbC7vP3X2Ko0JlUSgUenlUFRWW3FNTU/HHH3/gjz/+QGpqakXt9rlnVrMmugYFIXry5FK3aejmhur16uGPzZu1bafCwvCylxeqWVqimqUlmg4YgGs7dz5xf7VeeAENu3Qpltx7r1iBfTNnoiA7u0h73WbNkHj+fJG2xPPnS/wiYf3yy9AUFCD56tV/tj13TucvHWQ4kh7l4OaDR3ixfq1ifTF/PSixXVe7Ym/D1NgI7k3tivUVajSYt/k0Zg9og//+nb+WkA4nu9ra5xZmxmhgXQPXEh4WG+daQjoaWNdA9Wr/zFA52dcucVt6NgqlQi+PqkLv59xv376N2bNn49KlS6hXrx4A4P79+2jatCk++eQTODo66juE51rXefNwZs0apN+7V+o2rfz8cGnTJuRlZmrb4s+cgZGpKT76/2n6v/btw6kvvnji/loNH47bR44g7eZNbdsr/ftDYWSEyxERcHR3L7K9aY0ayH1Y9A9azsOHMKtZs9jYpjVqIDc9XadtyXDlF2ow9fvj6N+2UbGp8T/j0rBy9+8I9e/8TGNn5uRjadR5fDPmtRL7vz98FS0bWqNZAytciU8r+tq8fFhVLzqNX7OaCTJz84uNk5WbjxrmJsW2TXyY9UxxE5U3vVfu06ZNw4ABA3DixAlERUUhKioKJ06cgK+vLz766CN97/65Vr9VKzR+/XX8tnRpqduYmJuj2cCBRabkAWDgxo1IvnIFC2vWxKcqFVKvX4fvunVP3Od/p/dNLCzQPSQEOydMKHH7vIwMmKmK/oE2U6lKXLj3NNuSYdJoBD5a/xtMjJX4eECbIn23HjzCqK8OYUZ/V6ib1Hum8UOjL6Kf2hH2VsWn8O8/zMa6I1cwqXeLEl9b3dQEGf9J5Bm5+ahuVnz9iIWZCTJz/rNtTsnb0rPhtLw0eq/c09LS0K9f0dWtSqUS3t7eWLlypb53/1xzfO01WDo64oPbtwE8rnwVRkZ4v2lTfNnm8R/GV3x8kJ2SgpsHDxZ5bX0XF0SNG4f8rMeVRMyqVfA/erTM/TXo2BE17exwadMmbZv1Sy/B0tER/keOAACMTE1hVqsWpsTHY3WHDnjw++/o+OGHRcaxadkSp8LCio2ffOUKlMbGsHrxRaRcu/Y4zlat8OD335/iqNDzSgiBj386ieRHOfjyvS5FzoffS8mE/8oDGNO9GbzbNipjlLL9diURCQ+zsOHY489XSkYuJn/3K0Z4OKNRvZp4kJ6NvsGPT0/l5BciN78QboERODi3H16sr0LEqZvasbJyC3AnKaPEUwQv1lfhTnIGMnPytVPzl+PS4NW64TPHTlSe9J7cLS0tsX37dvTp00f7rUkIgW3btkH1nyqOijr91Ve4uGGD9nnHKVNg6eiI7WPGaNtcSlj8BgD3Tp1C65EjsWfaNABAm1Gjipwbf+fAAdw8eBAHP/mkyFh/bN6MvIwMbdv9ixex9F+XvTXo2BG9Q0PxZevWyHzwAI/i4qApLET7CRMQs2oV2rz3HgDgxv79xWLKz8rCH7/8gq5BQdg6ciTqu7jAydsbazp2fJbDQ8+ZT36OwfXEdHwz5jVUM/3nT09iWhbe/WI/3nZ7GYM7vVjsdRqNQH6hBgUaDQSA3PxCKBSAqbERAGB46D60e7EeAjxb4JuxXVFQqNG+9s2lu/GRtyvcnG1hYqTE3tl9tX07z95G1JlbCB3hBiOlEq+3dMDibeew+9wduDe1wxe7L+JlO8tipw4AoFE9FV6xr42w6IuY2LslDv8RjytxaejxbqdyPGJVm0LJ9d5S6D25L1q0CHPmzEFQUBBsbGwAAImJiXjllVewaNEife/+uZafnY38fy1gy8vIQEFODrKSHq8krmlnh0YeHogaO7bYayP9/dFr+XJMvnsXCoUC906exBY/P22/qkED3D52TPvc2MwMzd58Ez8NGFBkHE1hITISE7XPs1NSIDQabVuhRoMN/fuj3+rVeH3RIiT98Qc29O+PwvzHU5ZuM2bgBTc3rO/dGwAQNXYsvL/5BlPv30d2cjKixozBg0uXpB4qkrl7KZn46fh1mBor0SUwUts+9001bj/IwJ3kTITtuoiwXRe1faeD3wAAxPx1H35hB7TtLtN+RtsmdfFdQDcAQEJaFlwb1QUA1K5uVmS/SoUCKnNT7XR5XZW5tq+muQmMjZTaNqsa1fD5O50w/5fTmLb+N7R8wQqfDX/1n1g3nvr/mNsCAD4b/ipm/HAC7Wf9AltLCyx7pxOsapR86R1RRVMIIURF7CglJQXx8fEAAFtbW1hZWT3TOHOr0DkTfVHZ22Pgxo1Y04lVRmUJjAqs7BAMQkJaFj4IP4YfJ3av7FCqLGXvT5680TO40raJXsZ9+dR1vYwrNxV2hzorK6tnTuhUvtLv3WNiJ4NQ39KCid1QsZCThCc1iIiIDAzvLU9ERLJTlW44ow+s3ImIiAwMK3ciIpIdXgonDZM7ERHJTlW6m5w+8KsRERGRgWHlTkRE8sMFdZKwciciIjIwrNyJiEh2uKBOGiZ3IiKSHS6ok4ZfjYiIiAwMK3ciIpId3qFOGlbuREREBoaVOxERyQ8rd0lYuRMRERkYVu5ERCQ7CkXl155jx47F3bt3oVQqYWFhgdmzZ8PZ2RkeHh4wNTWFmZkZAGDKlClwc3MDAMTGxiIwMBC5ubmwt7fH4sWLYW1trbe+0lT+0SMiIvoPhVKhl8fTCA4OxtatWxEREQF/f3/MnDlT27d8+XJERkYiMjJSm9g1Gg2mTp2KwMBAREdHQ61WY8mSJXrrKwuTOxERVRnp6em4e/dusUd6enqxbWvWrKn974yMjCdee3/x4kWYmZlBrVYDAAYPHoxdu3bpra8snJYnIiLZ0delcOHh4QgNDS3WHhAQgPHjxxdrnzVrFo4dOwYhBFavXq1tnzJlCoQQaNOmDSZPngyVSoX4+HjY2dlpt7GysoJGo0FaWppe+iwtLUt9n0zuRERUZfj5+cHHx6dYu0qlKnH7BQsWAAAiIiIQEhKCr7/+GuvXr4etrS3y8vKwYMECBAUF6TRVXpGY3ImISH70tKBOpVKVmsjL0r9/fwQGBiI1NRW2trYAAFNTUwwZMgRjxowBANja2iIuLk77mpSUFCiVSlhaWuqlryw8505ERLJT2QvqMjMzER8fr32+f/9+1KpVC2ZmZnj06BEAQAiBHTt2wNnZGQDQvHlz5OTkICYmBgCwYcMGeHp66q2vLKzciYiI/iM7OxsTJ05EdnY2lEolatWqhVWrViE5ORnjx49HYWEhNBoNmjRpgjlz5gAAlEolQkJCMGfOnCKXremrrywKIYTQ07HRi7n8pSAyAIFRgZUdAlG5UPb+RC/j3uvXTi/j2m89qZdx5YbT8kRERAaG0/JERCQ7/D13aZjciYhIfpScWJaCR4+IiMjAsHInIiLZ0dcd6qoKVu5EREQGhpU7ERHJDhfUScPKnYiIyMCwciciItlRcLW8JEzuREQkO1xQJw2/GhERERkYVu5ERCQ/XFAnCSt3IiIiA8PKnYiIZIfn3KVhciciItnhanlpePSIiIgMDCt3IiKSHd6hThpW7kRERAaGlTsREckPF9RJwuRORESywwV10vDoERERGRhW7kREJDtcUCcNK3ciIiIDw8qdiIhkh3eok4bJnYiI5IfT8pJwWp6IiMjAsHInIiLZ4bS8NKzciYiIDAwrdyIikh8W7pKwciciIjIwrNyJiEh+uFpeEiZ3IiKSHeZ2aTgtT0REZGBYuRMRkfzwUjhJWLkTEREZGFbuREQkOzznLg2TOxERyQ+zuyScliciIjIwrNyJiEh+WHpKwsNHRERkYHSq3K9duwZLS0vUqVMHmZmZWLNmDZRKJUaMGAFzc3N9x0hERFWMgufcJdGpcp88eTLS09MBAMHBwTh16hRiY2MRGBio1+CIiKiKUij086gidKrc7927h8aNG0MIgT179iAqKgrVqlVDt27d9B0fERFRpRg7dizu3r0LpVIJCwsLzJ49G87Ozrhx4wamT5+OtLQ0WFpaIjg4GI6OjgBQ4X2l0alyNzMzQ0ZGBs6fPw9bW1tYWVnB1NQUubm5z3K8iIiIyiSHwj04OBhbt25FREQE/P39MXPmTADAnDlzMGTIEERHR2PIkCFFZrEruq80OiV3Ly8v+Pn54aOPPoKvry8A4NKlS3BwcNDl5URERLKQnp6Ou3fvFnv8fer532rWrKn974yMDCgUCiQnJ+PSpUvw8vIC8Dg/Xrp0CSkpKRXeVxadpuVnzpyJo0ePwtjYGB06dADweLHDjBkzdHk5ERHR09HTveXDw8MRGhparD0gIADjx48v1j5r1iwcO3YMQgisXr0a8fHxsLGxgZGREQDAyMgI9erVQ3x8PIQQFdpnZWVV6vvU+Tr3zp07Iz4+HrGxsXBxcUGLFi10fSkREZEs+Pn5wcfHp1i7SqUqcfsFCxYAACIiIhASEoKJEyfqNb7yolNyj4uLw+TJk3H58mUoFAqcPXsWu3btwpEjR7RvnIiIqNzoaWG7SqUqNZGXpX///ggMDET9+vWRmJiIwsJCGBkZobCwEPfv34etrS2EEBXaVxadzrkHBgbitddew5kzZ2Bs/Pj7QKdOnfDrr78+9QEiIiJ6EoVCoZeHrjIzMxEfH699vn//ftSqVQvW1tZwdnbG9u3bAQDbt2+Hs7MzrKysKryvzOMnhBBPepPt27fH8ePHoVQq0a5dO5w8eRIAoFarERMTo/PBKg9zq9B1imS4AqN4jwgyDMren+hl3KzpxafOy4PFoi06bZeUlISxY8ciOzsbSqUStWrVwkcffYRmzZrh+vXrmD59OtLT06FSqRAcHIzGjRsDQIX3lUanaXlra2vcunULjRo10rZdu3btidMCREREz6SS67g6depg48aNJfY1adIEP//8syz6SqPTtLy/vz9Gjx6NzZs3o6CgANu3b8cHH3yA995776l2RkRERPqnU+X+xhtvwNLSEj/99BNsbW2xZcsWTJw4Ea+//rq+4yMioipIoadL4aoKnS+Fe/3115nMiYioYjC3S6JTct+0aVOpfW+88Ua5BUNERETS6ZTcIyMjizxPSkrCnTt34OrqyuRORETlj1dGSaJTcv/++++LtW3atAnXr18v94CIiIhIGp1Wy5fE19cXmzdvLs9YiIiIAMjjV+GeZzpV7hqNpsjz7OxsbN26tcgv5hAREZUbrpaXRKfk3rRp02K37bOxscG8efP0EhQRERE9O52S+759+4o8Nzc3f+J9bYmIiJ5VVZpC1wedkru9vb2+4yAiIqJyUmpyHzJkiE6/oLN+/fpyDYiIiIiluzSlJveBAwdWZBxERERUTkpN7j4++vm5PSIioidh4S6NzveWT0pKwvnz55Gamop//wQ871BHRETljpfCSaJTct+7dy+mTp2Khg0b4tq1a3jxxRdx9epVtG7dmsmdiIhIZnRK7suWLcPChQvRq1cvtG3bFhEREdi8eTOuXbum7/iIiKgq4ry8JDrdfjYuLg69evUq0ubj44OIiAh9xEREREQS6FS5W1tbIykpCXXq1IG9vT3Onj2L2rVrF7stLRERUXlg4S6NTsl94MCBOH36NHr27Il33nkHw4cPh1KpxLvvvqvv+IiIqCpidpekzOQeEhICX19fjBo1StvWv39/tGvXDtnZ2WjSpIneAyQiIqKnU2Zyv3XrFnx8fPDSSy/Bx8cHffr0gZWVFezs7CoqPiIiqoIUz/yD5AQ8YUFdWFgYjh49igEDBiAqKgru7u4YM2YMdu/ejfz8/IqKkYiIiJ7CE78b1apVC2+//TY2bNiAbdu24ZVXXkFISAg6d+6MoKCgioiRiIiqGoVCP48q4qkmPhwdHTFmzBhMnjwZ1atXx4YNG/QVFxERVWUKPT2qCJ1vP3vmzBlEREQgOjoatWrVgq+vL/r376/H0IiIiOhZlJnc79y5g8jISGzduhWpqano2bMnwsLCoFarKyo+IiKqgnT5yXEqXZnJ3dPTE6+++iomTJiA7t27w8zMrKLiIiIiomdUZnLfv38/bGxsKioWnczNTqrsEIikK8iq7AiI5I2/CidJmQvq5JbYiYiI6Ml0XlBHRERUYXjOXRImdyIikh9Oy0vCG/wREREZmFIr96lTp+p0KUJISEi5BkRERMSby0tTanJv2LBhRcZBRERE5aTU5B4QEFCRcRAREf2DC+ok0XlBXV5eHm7cuIHU1FQIIbTtr776ql4CIyKiKowL6iTRKbnHxMRg0qRJyMvLQ0ZGBmrUqIHMzEzUr18f+/bt03eMRERE9BR0Su6ffvopRo4ciXfeeQdt27bFyZMnERoaCnNzc33HR0REVREX1Emi09G7efMmhg8fXqRt1KhR+Pbbb/URExEREUmgU+Ves2ZNZGRkQKVSoW7durh27RosLS2RlcX7YxMRkR7wnLskOiX37t2749ChQ+jbty8GDBiA4cOHw9jYGD179tR3fEREVBVxtbwkCvHvpe86iomJQWZmJtzc3KBUVvB5kZzkit0fkT7wV+HIUNRooJdhC796Ty/jGo36Wi/jys0z3VterVaXdxxERET/qOjC8T9SU1Mxbdo03L59G6ampmjYsCGCgoJgZWUFJycnvPzyy9riNiQkBE5OTgAe/1R6SEgICgsL0axZM3z66afaxef66CuNTpX7kCFDSr0V7fr163U8VOWElTsZAlbuZCj0Vbmvfl8v4xqN/FKn7dLS0vDnn3+iffv2AIDg4GA8fPgQCxcuhJOTE86cOYPq1asXeU1mZiZ69OiB9evXw9HREbNmzYKtrS0CAgL00lcWnb4aDRw4EG+88Yb24e7ujqSkJN7AhoiI9EOh0MsjPT0dd+/eLfZIT08vsntLS0ttYgcAFxcXxMXFlRny4cOH0bx5czg6OgIABg8ejJ07d+qtryw6Tcv7+PgUa+vZsydmzJjB29QSEdFzIzw8HKGhocXaAwICMH78+BJfo9Fo8OOPP8LDw0PbNmzYMBQWFqJLly4YP348TE1NER8fDzs7O+02dnZ2iI+PBwC99JXlmX/P3cbGBn/++eezvpyIiKh0ejrn7ufnV2LBqlKpSn3NvHnzYGFhgaFDhwIADh48CFtbW2RkZGDq1KkICwvDBx98oJd4n5VOyX3Tpk1Fnufk5GD37t1wcXHRR0xERFTV6elSOJVKVWYi/6/g4GDcunULq1at0i6gs7W1BQDUqFEDAwcOxNq1a7XtJ06c0L42Li5Ou60++sqi01ejyMjIIo8jR47A1dUVS5Ys0eXlREREz53PPvsMFy9eRFhYGExNTQEADx8+RE5ODgCgoKAA0dHRcHZ2BgC4ubnhwoULuHnzJgBgw4YN6NWrl976yvJM17lXKq6WJ0PA1fJkKPS1Wj5cP+u5jPyKn28vydWrV+Hl5QVHR0dUq1YNAODg4ICRI0ciMDAQCoUCBQUFcHV1xcyZM7Ur5/fu3YvFixdDo9HA2dkZixYtgoWFhd76SqNTcm/Xrh1OnjxZrP3VV1/F8ePHdTpQ5YbJnQwBkzsZCgNN7s87nc655+fnl9im0WjKPSAiIqLKvonN867M5P73zWvy8vLw9ttvF+lLSEiAq6urXoMjIqIqiveWl6TM5D5w4EAIIXDhwgW88cYb2naFQgFra2t06NBB7wESERHR0ykzuf99LWCrVq3QpEmTCgmIiIhIwZ98lUSnkxo//vgjzpw5U6TtzJkzWLBggV6CIiIiomenU3Lfvn07mjdvXqStefPm2L59u16CIiKiKk6h1M+jitBptbxCocB/r5grLCzkankiItIPTstLotPXGLVajWXLlmmTuUajwYoVK/i77kRERDKkU+U+a9YsvP/+++jcubP2F2nq1q2LlStX6js+IiKqingpnCQ6Jff69etjy5YtOHfuHBISEmBra4uWLVvqOzYiIiJ6BjqvLlAqlXB1dUWvXr1gbm6OxYsXo0uXLvqMjYiIqiqlUj+PKkLn33NPSUnBtm3bEBERgcuXL6NNmzaYNWuWPmMjIiKiZ1Bmcs/Pz8f+/fuxZcsWHD16FC+88AL69OmDuLg4fP7557C2tq6oOImIqCrhOXdJykzunTp1gkKhgK+vL8aPH49mzZoBeHxTGyIiIr1hcpekzBMQTk5OePToEc6dO4cLFy7g4cOHFRUXERERPaMyK/fvv/8e9+7dQ0REBL755hvMnz8fnTt3RlZWFgoKCioqRiIiqmqq0OI3fXji0bO3t8e4ceOwe/dufPvtt6hbty6USiX69euHkJCQioiRiIiInoLOq+WBx3eqU6vV+Pjjj7Fnzx5EREToKSwiIqrSeM5dkqdK7n8zMzODl5cXvLy8yjseIiIi3lteIp7UICIiMjDPVLkTERHpVRX6eVZ94NEjIiIyMKzciYhIfnjOXRImdyIikh+ulpeE0/JEREQGhpU7ERHJD+9QJwmPHhERkYFh5U5ERPLDc+6SsHInIiIyMKzciYhIfli5S8LkTkRE8sM71EnCo0dERGRgWLkTEZH8cFZeElbuREREBoaVOxERyQ8X1EnC5E5ERPLD5C4Jp+WJiIgMDCt3IiKSH1bukrByJyIiMjCs3ImISIZYuUvB5E5ERPLD3C4Jp+WJiIgMDJM7ERHJj0Khn4eOUlNT8d5776Fnz57o27cvAgICkJKSAgCIjY1Fv3790LNnT/j7+yM5OVn7uoruKw2TOxER0X8oFAqMHDkS0dHR2LZtGxo0aIAlS5ZAo9Fg6tSpCAwMRHR0NNRqNZYsWQIAFd5XFiZ3IiKSHz1V7unp6bh7926xR3p6epHdW1paon379trnLi4uiIuLw8WLF2FmZga1Wg0AGDx4MHbt2gUAFd5XFi6oIyKiKiM8PByhoaHF2gMCAjB+/PgSX6PRaPDjjz/Cw8MD8fHxsLOz0/ZZWVlBo9EgLS2twvssLS1LfZ9M7kREJD96uomNn58ffHx8irWrVKpSXzNv3jxYWFhg6NCh2LNnj17iKm9M7kREJEP6Se4qlarMRP5fwcHBuHXrFlatWgWlUglbW1vExcVp+1NSUqBUKmFpaVnhfWXhOXciIqISfPbZZ7h48SLCwsJgamoKAGjevDlycnIQExMDANiwYQM8PT0rpa8sCiGEKJejUFFynnwJAJHsFWRVdgRE5aNGA70Mqzn2mV7GVXaarNN2V69ehZeXFxwdHVGtWjUAgIODA8LCwnDmzBnMmTMHubm5sLe3x+LFi1GnTh0AqPC+0jC5E1UGJncyFAaa3J93POdORETyw1+Fk4TJnYiI5IfJXRIuqCMiIjIwrNyJiEiGWLlLwcqdiIjIwLByJyIi+eE5d0mY3ImISH6Y3CXhtDwREZGBYeVORETyw8JdElbuREREBoaVOxERyQ/PuUvC5E5ERDLE5C4Fp+WJiIgMDCt3IiKSH07LS8LKnYiIyMCwciciIvlh5S4JK3ciIiIDw8qdiIjkh4W7JEzuREQkP5yWl4TT8kRERAaGlTsREckQK3cpWLkTEREZGFbuREQkPzznLgmTOxERyQ+TuyScliciIjIwrNyJiEh+WLlLwsqdiIjIwDC5ExERGRhOyxMRkfxwWl4SJvfnzLAR4xB7/ncYGxkBAOrVq4vorRsAACkpqVgQsgwHj/wKpUKJLm6v4n+fzi1xnGWhX2HfgcO4fuMWxrznh/FjRmr77j9IQuC8EFy8dBkPHiRh347NcLC31fbviN6H79b/hD/+vIqWzZvi+zVhZca8bcdufLZ8JVJTH6Ljq22x8JNZsKylkngk6Hnm2tmryPOc3DwMGdgXs6eNR15+PqbMWoiLl67gXnwivvtyCdqrXUod6/qNW/hk0Qr8/scVWNW2xLSJo9DdozMA4NpftzAtMBh37sYBAJo5v4SPpwbgxcYNAQArvgzHqjU/wNTURDve1g1foYGDXYn72rZzHz4LXYPUtHR0bN8aC+dM4WeZZInT8s+hwBmTcfa3fTj72z5tYgeAgMkzUcfaCgd3bcGvB6IwYvhbpY7R8AUHTPlgHNzdXi3Wp1Qq4dapPVb8b0GJr7WspcLwtwfhvXeHPTHWq9f+QuC8EIQsCMSxA9thXq0aPlmwWId3SYbs7NHt2sfR3T+jmpkpPF931/a3dmmOkHnTUdfaqsxxCgoKMXZyILq6dcDJA1sQNOsDTJ29CDdu3QUA1KtrjeUhgTh5YAt+27cZHl064oMZ84uM0avHa0XiKS2xX71+E4ELlyFk3nQc2/MzzKuZ4ZNFyyUeCSqVQqGfRxXB5G4gjv56AgmJiZg2OQA1a9aAiYkxmjo7lbq9T7/ecO/8KqpbWBTrq2NthbcHDUCLZs4lvrZjh7bo3bMbbOrVeWJc23bshod7J7Rt44rqFhaYOO497Nl3CBmZmbq/OTJou/cdgZWVJdSuLQAApiYmeGfIAKhdW0BpVPafqL9u3sb9B8l45+0BMDIywqvtXNG6VTNERu0BAKhq1oCDXX0oFAoIARgZKXH7Ttwzxblt5z54uHVA29YtUd3CHBPHvIs9+48iIzPrmcYj0icm9+fQ/5avQnv3Xhjs9z5OnDoDAIg9/zsaNXwBH308D+27eGLAEH+cjDlbyZECV6//BaeXX9Q+f6GBA0xMTHDz1p1KjIrkZMv23ejfpzsU5VRVCQhcvX6zSJva3RstO/bCvJBQvO9fdEbrwOHjaNfVB30GjsAPP28tddyrf92E08tNtM9faGAHExNj3Lx9t1zipv9g5S4Jk/tzZsrEsdgb9TOO7InEoAHeGD1hGm7fuYvE+/dx9PhJtG/bBkf3bYf/sLcwdtJHSElNq9R4s7KyUbNGjSJtNWpURyarHQJwLz4Rp86cR3+vHs/0+kYNG8DKyhKrv9uI/PwCHD0eg1OnzyMnJ6fIdjGHIhFzKBKzpwWgqdM/XzZ7dX8NOzZ/g+N7N2Hex5PxxdfrsH3X/hL3lZWVg5o1qhdp42eZ5KpSk3vfvn0rc/fPpVYtm6FG9eowNTWFT7/eaO3SAoeOHIeZmRns7Wwx0LcvTEyM0adXd9ja1MOZ2POVGq+FhXmxKfiMzCxUr178dABVPZFRe9DGpTka/GvB5tMwMTFG2P+CcOjoCXTuORBr1/0Mz+7usLGpW2xbC3NzvPVGX3w0JxjJKakAgBcbN4RN3TowMjJC61bNMPwtH0TvO1ziviwsqhWbgudnWZ8UenpUDXpfLX/t2rVS+1JTU/W9e4P3+FyigNNLL+LAoWP/7aycoP7lpSaNcfnKP5+BO3fvIT8vD44NG1RiVCQXkVF78N47gyWN8cpLjbHu68+0zwe/O6HUmQCNRiA7JxeJ95NgbVW7+Ab/f26+JC81dsTlK9e1z+/cjUN+Xj4cX3CQFD+VQgZ/v55neq/cvby88P7772PUqFHFHmlpafrevUFJT3+EI8d+Q25uLgoKCrA1Khoxp2Ph1qkDundzR3r6I2zZugOFhYXYtWc/EhPvo7VLSwDAipWrMWzEOO1Y+fkFyM3NhRACBYWFyM3NRWFhobY/NzcXeXn5AIC8/Dzk5uZq+wr/f/uCgkJoNBrk5uYiP7+gxJj79u6BA4eOIuZMLLKysvF52Nfo3s0dNapXL3F7qjrOnPsdifeTi6yS/1teXh5yc/MA/P1ZzYP4/6z7y9ZoeHi9rd328tW/kJubh+zsHKz5biPuJ6XAt+/j5H7st9O4dPkqCgsLkZGRiUWfrYSqZk00afT4Uri9B4/hYfojCCFw/uJlfL9hC7q5dywx3r69uuHAkd8Qc/YCsrKz8fmqcHT36IwarNxJhvReudvb2+OHH36AjY1NsT539+L/U1PpCgoKsCzsK/x14zaMjJRo7NgQYcsWoZHjCwCAlcuD8cmCJQha+D80atQQX3weDKvalgCA+IT7aO3SQjvW7KBF2LJ1h/b5qq/D8WnQLPh69wEAtGzXVdvXy/vxAqQ/z/0KAIjcvgszAv+5TK5lu67w6dcbi+Z9DABw7dANX3/xP6hbu+ClFxvjk4+nYcqMT5CW9hCvdlDj06CP9XB06HkTsX13qcnR0/dd3ItPBACMCJgOANi3bR0c7OojPvEBXFs1024bGbUHmyJ2oqCgAG1cW2DtF8EwNTUFAKQ/ysC8kFAk3n8AMzMztGzmhNWhn8LM7HH/jt0HMStoCfLy8mFTry7e8xsMn77/VP2unb3w9YpPoXZtgZeaOOKTGRMxZdZCpD18hFfbu+LTOVP1dnyqPAWXhEmhEKK0SajyERwcjO7du6N169bF+ubPn4+PP37KP/Q5yeUUWdXi/aYfvv1qOWpb1qrsUAgACrgI61n5j/0Is6aO1VbfVMlq6OcUm+aP7/UyrtL5yffnMAR6T+7ljsmdDAGTOxkKvSX3dXoZV+k8VC/jyg1vP0tERPLDBXWS8KQGERGRgWFyJyIi+VEo9fN4CsHBwfDw8ICTkxOuXLmibffw8ICnpye8vb3h7e2NI0eOaPtiY2PRr18/9OzZE/7+/khOTtZrX2mY3ImIiErQrVs3rF+/Hvb29sX6li9fjsjISERGRsLNzQ0AoNFoMHXqVAQGBiI6OhpqtRpLlizRW19ZmNyJiEiGKv8OdWq1Gra2ut898eLFizAzM4NarQYADB48GLt27dJbX1m4oI6IiORHTwvq0tPTkZ6eXqxdpVJBpVLpPM6UKVMghECbNm0wefJkqFQqxMfHw87un58MtrKygkajQVpaml76LC0tS42PlTsREVUZ4eHh6NatW7FHeHi4zmOsX78eW7duxebNmyGEQFBQkB4jfjas3ImISIb0U3v6+fnBx8enWPvTVO1/T9WbmppiyJAhGDNmjLY9Li5Ou11KSgqUSiUsLS310lcWVu5ERFRlqFQqODg4FHvomtyzsrLw6NEjAIAQAjt27ICzszMAoHnz5sjJyUFMTAwAYMOGDfD09NRbX1l4hzqiysA71JGh0Ncd6q5u0su4ypfe0Hnb+fPnY/fu3UhKSkLt2rVhaWmJVatWYfz48SgsfPzDWU2aNMHHH3+MevXqAQDOnDmDOXPmIDc3F/b29li8eDHq1Kmjt77SMLkTVQYmdzIUBpzcn2c8505ERPLD289KwuROREQyxOQuBRfUERERGRhW7kREJD9PeR94KopHj4iIyMCwciciIvnhgjpJmNyJiEiGmNyl4LQ8ERGRgWHlTkRE8sMFdZLw6BERERkYVu5ERCQ7Ci6ok4TJnYiIZIjJXQpOyxMRERkYVu5ERCQ/XFAnCY8eERGRgWHlTkREMsRz7lKwciciIjIwrNyJiEh+eCmcJEzuREQkP1xQJwmPHhERkYFh5U5ERDLEaXkpWLkTEREZGFbuREQkP1xQJwmTOxERyQ8X1EnCo0dERGRgWLkTEZEMcVpeClbuREREBoaVOxERyQ8X1EnC5E5ERDLEiWUpePSIiIgMDCt3IiKSH07LS8LKnYiIyMCwciciIvlh5S4JK3ciIiIDw8qdiIhkiLWnFEzuREQkP5yWl4RfjYiIiAwMK3ciIpIhVu5SsHInIiIyMKzciYhIfnjOXRImdyIikiEmdyk4LU9ERGRgWLkTEZH8cFpeElbuREREJQgODoaHhwecnJxw5coVbfuNGzcwaNAg9OzZE4MGDcLNmzcrra80TO5ERCRDSj09dNetWzesX78e9vb2RdrnzJmDIUOGIDo6GkOGDEFgYGCl9ZWGyZ2IiORHodDLIz09HXfv3i32SE9PLxaCWq2Gra1tkbbk5GRcunQJXl5eAAAvLy9cunQJKSkpFd5XFp5zJyKiKiM8PByhoaHF2gMCAjB+/Pgnvj4+Ph42NjYwMjICABgZGaFevXqIj4+HEKJC+6ysrEqNk8mdiIhkSD8L6vz8/ODj41OsXaVS6WV/lYXJnYiIqgyVSiUpkdva2iIxMRGFhYUwMjJCYWEh7t+/D1tbWwghKrSvLDznTkRE8qOnc+5SWVtbw9nZGdu3bwcAbN++Hc7OzrCysqrwvjIPnxBCSH63FSknubIjIJKuIKuyIyAqHzUa6GVYkXxeL+MqrFvqvO38+fOxe/duJCUloXbt2rC0tERUVBSuX7+O6dOnIz09HSqVCsHBwWjcuDEAVHhfqe+TyZ2oEjC5k6HQW3K/oJdxFdYt9DKu3PCcOxERyQ/vUCcJz7kTEREZGFbuREQkQ6zcpWDlTkREZGBYuRMRkfzwnLskTO5ERCRDnFiWgkePiIjIwLByJyIi+eG0vCSs3ImIiAwMK3ciIpIhVu5SMLkTEZEMMblLwWl5IiIiA8PKnYiIZEfBBXWSsHInIiIyMKzciYhIhli5S8HKnYiIyMCwciciIvnhOXdJmNyJiEiGmNyl4LQ8ERGRgWHlTkRE8qNg7SkFjx4REZGBYeVOREQyxHPuUjC5ExGR/HC1vCScliciIjIwrNyJiEiGWLlLwcqdiIjIwLByJyIi+eE5d0mY3ImISIaY3KXgtDwREZGBYeVORETyw2l5SVi5ExERGRhW7kREJEOs3KVg5U5ERGRgWLkTEZH88FfhJGFyJyIiGeK0vBT8akRERGRgWLkTEZH88FI4SVi5ExERGRhW7kREJEOs3KVQCCFEZQdBRERE5YfT8kRERAaGyZ2IiMjAMLkTEREZGCZ3IiIiA8PkTkREZGCY3ImIiAwMkzsREZGBYXInIiIyMEzuREREBobJnYiIyMAwuZPWjRs3MGjQIPTs2RODBg3CzZs3KzskoqcWHBwMDw8PODk54cqVK5UdDlGlYHInrTlz5mDIkCGIjo7GkCFDEBgYWNkhET21bt26Yf369bC3t6/sUIgqDZM7AQCSk5Nx6dIleHl5AQC8vLxw6dIlpKSkVHJkRE9HrVbD1ta2ssMgqlRM7gQAiI+Ph42NDYyMjAAARkZGqFevHuLj4ys5MiIielpM7kRERAaGyZ0AALa2tkhMTERhYSEAoLCwEPfv3+f0JhHRc4jJnQAA1tbWcHZ2xvbt2wEA27dvh7OzM6ysrCo5MiIieloKIYSo7CBIHq5fv47p06cjPT0dKpUKwcHBaNy4cWWHRfRU5s+fj927dyMpKQm1a9eGpaUloqKiKjssogrF5E5ERGRgOC1PRERkYJjciYiIDAyTOxERkYFhciciIjIwTO5EREQGhsmd6F+mT5+OpUuXAgBiYmLQs2fPCtmvk5MTbt26Ve7jenh44Ndffy33cYlI3pjc6bnj4eGBli1bwtXVFR07dsT06dORmZlZ7vtRq9WIjo5+4na//PIL3nrrrXLfPwAEBgZi2rRpxdovX76M5s2bIy0tTS/7JaLnG5M7PZdWrVqFs2fPYsuWLbh48SJWrlxZbJuCgoJKiKx8+fj4YM+ePcjKyirSHhkZia5du8LS0rJyAiMiWWNyp+eajY0N3NzccPXqVQCPp7fXr1+PHj16oEePHgCAAwcOwNvbG2q1GoMHD8bly5e1r7906RJ8fHzg6uqKSZMmITc3V9t34sQJdOnSRfs8Pj4eAQEB6NChA9q3b4+goCBcv34dc+bMQWxsLFxdXaFWqwEAeXl5CA4OxmuvvYaOHTsiMDAQOTk52rFWr16Nzp07o3Pnzti0aVOp78/V1RX16tXD7t27tW2FhYXYtm0bvL29cfv2bQwfPhzt27dH+/bt8eGHHyI9Pb3Esf59yqGk95eYmIjx48ejQ4cO8PDwwHfffaftO3/+PHx9fdG6dWt07NgRn376aakxE1HlY3Kn51p8fDwOHz4MZ2dnbdvevXuxceNG7NixA5cuXcLMmTMRFBSEEydOYNCgQRg7dizy8vKQl5eHcePGwdvbGydPnoSnp2eRJPpvhYWFeP/992FnZ4f9+/fj8OHD6N27N5o0aYJPPvkELi4uOHv2LGJiYgAAS5YswY0bNxAREYHdu3fj/v37CAsLAwAcPnwY33zzDb755hvs3r0bx48fL/M99u/fHxEREdrnv/76KwoKCuDu7g4hBN5//30cOXIEO3fuREJCAlasWPHUx1Gj0WDMmDFwcnLC4cOHER4ejvDwcBw5cgQAsGDBAgwfPhxnzpzBnj170KtXr6feBxFVHCZ3ei6NGzcOarUaQ4YMQdu2bTF69Ght36hRo2BpaYlq1arhp59+wqBBg9CqVSsYGRnBx8cHJiYmiI2Nxblz55Cfnw8/Pz+YmJjA09MTLVq0KHF/58+fx/379zFt2jRYWFjAzMxMW6X/lxACGzduxMyZM2FpaYkaNWrg/fff197ffOfOnfD19cXLL78MCwsLBAQElPlevb29cerUKSQkJAAAIiIi4OXlBRMTEzRs2BCdOnWCqakprKys8O677+LUqVNPfTwvXLiAlJQUBAQEwNTUFA0aNMCbb76JHTt2AACMjY1x+/ZtpKSkoHr16nBxcXnqfRBRxTGu7ACInkVYWBg6duxYYt+/f6Y2Li4OERERWLdunbYtPz8f9+/fh0KhgI2NDRQKhbbPzs6uxDHj4+NhZ2cHY+Mn/y+TkpKC7Oxs+Pr6atuEENBoNACA+/fvo3nz5to+e3v7Msezs7ODWq3G1q1b8fbbb2Pfvn3a95OUlIQFCxYgJiYGmZmZEEJApVI9Mcb/unfvHu7fv1/kC0thYaH2+YIFC7B8+XL06tULDg4OCAgIQNeuXZ96P0RUMZjcyeD8O1nb2tpi9OjRGDNmTLHtTp48icTERAghtK+Ji4tDgwYNim1ra2uL+Ph4FBQUFEvw/94fANSuXRvVqlVDVFQUbGxsio1Vr149xMfHa5/HxcU98T35+Pjg66+/Rt26deHg4KD9cvDZZ59BoVBg27ZtsLS0xN69exEUFFTiGObm5kXO+yclJRV5fw4ODqWelnB0dMRnn30GjUaD3bt3Y8KECThx4gQsLCyeGDsRVTxOy5NBGzhwIDZs2IBz585BCIGsrCwcPHgQGRkZcHFxgbGxMb777jvk5+dj9+7duHDhQonjtGzZEnXr1sX//vc/ZGVlITc3F6dPnwYAWFtbIzExEXl5eQAApVKJgQMHYuHChUhOTgbweLHa3+evPT09sWXLFly7dg3Z2dkIDQ194vvo0aMH4uLisGLFCvTv31/bnpmZCQsLC9SsWROJiYlYvXp1qWM4Ozvj0KFDSEtLw4MHDxAeHl7k/VWvXh1fffUVcnJyUFhYiCtXruD8+fMAHq/OT0lJgVKp1M4MKJX880EkV/y/kwxaixYtMG/ePAQFBaFt27bo0aMHfvnlFwCAqakpVqxYgS1btqBdu3bYsWMHunfvXuI4RkZGWLVqFW7duoWuXbuiS5cu2LlzJwCgQ4cOePHFF9G5c2e0b98eADB16lQ0bNgQb775Jlq3bo133nkHN27cAAC4u7vDz88Pfn5+6N69Ozp06PDE92FhYYGePXsiISEBffv21bYHBATg0qVLUKvVGDVqlPYKgZJ4e3vjlVdegYeHB/z9/dG7d+9i7+/y5cvo1q0bOnTogI8//hgZGRkAgCNHjqBPnz5wdXXFggULsHTpUlSrVu2JcRNR5eDvuRMRERkYVu5EREQGhsmdiIjIwDC5ExERGRgmdyIiIgPD5E5ERGRgmNyJiIgMDJM7ERGRgWFyJyIiMjD/B73VB7+ogRRLAAAAAElFTkSuQmCC\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\"\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 30,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prevdelay, allweather, delay_state, page, seasonality\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9ce605c4-8c46-4c85-8f80-8f641df1d166","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mThe Python process exited with an unknown exit code.\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mThe last 10 KB of the process's stderr and stdout can be found below. See driver logs for full logs.\u001b[0m\n","\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mLast messages on stderr:\u001b[0m\n","\u001b[0;31mMon Dec 5 04:53:43 2022 Connection to spark from PID 1160\u001b[0m\n","\u001b[0;31mMon Dec 5 04:53:43 2022 Initialized gateway on port 33103\u001b[0m\n","\u001b[0;31mMon Dec 5 04:53:43 2022 Connected to spark.\u001b[0m\n","\u001b[0;31mMatplotlib is building the font cache; this may take a moment.\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o364.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o379.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n","\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n","\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n","\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n","\u001b[0;31m\"is not\" with a literal. Did you mean \"!=\"?\u001b[0m\n","\u001b[0;31m\"is not\" with a literal. Did you mean \"!=\"?\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o407.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o417.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o427.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o437.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o459.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o469.tags. Trace:\u001b[0m\n","\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n","\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n","\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n","\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n","\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n","\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mLast messages on stdout:\u001b[0m\n","\u001b[0;31mNOTE: When using the `ipython kernel` entry point, Ctrl-C will not work.\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mTo exit, you will have to explicitly quit this process, by either sending\u001b[0m\n","\u001b[0;31m\"quit\" from a client, or using Ctrl-\\ in UNIX-like environments.\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mTo read more about this, see https://github.com/ipython/ipython/issues/2049\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31m\u001b[0m\n","\u001b[0;31mTo connect another client to this kernel, use:\u001b[0m\n","\u001b[0;31m --existing /databricks/kernel-connections/67417cc1cb04c5a959358e9f7801cb67c96e5e385be50bf063228660d3bf9710.json\u001b[0m"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mThe Python process exited with an unknown exit code.\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mThe last 10 KB of the process's stderr and stdout can be found below. See driver logs for full logs.\u001b[0m\n\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mLast messages on stderr:\u001b[0m\n\u001b[0;31mMon Dec 5 04:53:43 2022 Connection to spark from PID 1160\u001b[0m\n\u001b[0;31mMon Dec 5 04:53:43 2022 Initialized gateway on port 33103\u001b[0m\n\u001b[0;31mMon Dec 5 04:53:43 2022 Connected to spark.\u001b[0m\n\u001b[0;31mMatplotlib is building the font cache; this may take a moment.\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o364.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o379.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n\u001b[0;31m\"is\" with a literal. Did you mean \"==\"?\u001b[0m\n\u001b[0;31m\"is not\" with a literal. Did you mean \"!=\"?\u001b[0m\n\u001b[0;31m\"is not\" with a literal. Did you mean \"!=\"?\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o407.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o417.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o427.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o437.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o459.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mUnexpected internal error while setting REPL context in `pre_command_execute`: An error occurred while calling o469.tags. Trace:\u001b[0m\n\u001b[0;31mpy4j.security.Py4JSecurityException: Method public scala.collection.immutable.Map com.databricks.backend.common.rpc.CommandContext.tags() is not whitelisted on class class com.databricks.backend.common.rpc.CommandContext\u001b[0m\n\u001b[0;31m\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\u001b[0m\n\u001b[0;31m\tat py4j.Gateway.invoke(Gateway.java:305)\u001b[0m\n\u001b[0;31m\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\u001b[0m\n\u001b[0;31m\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\u001b[0m\n\u001b[0;31m\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\u001b[0m\n\u001b[0;31m\tat java.lang.Thread.run(Thread.java:750)\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mLast messages on stdout:\u001b[0m\n\u001b[0;31mNOTE: When using the `ipython kernel` entry point, Ctrl-C will not work.\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mTo exit, you will have to explicitly quit this process, by either sending\u001b[0m\n\u001b[0;31m\"quit\" from a client, or using Ctrl-\\ in UNIX-like environments.\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mTo read more about this, see https://github.com/ipython/ipython/issues/2049\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31m\u001b[0m\n\u001b[0;31mTo connect another client to this kernel, use:\u001b[0m\n\u001b[0;31m --existing /databricks/kernel-connections/67417cc1cb04c5a959358e9f7801cb67c96e5e385be50bf063228660d3bf9710.json\u001b[0m","errorSummary":"Fatal error: The Python kernel is unresponsive.","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [ 'Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\",\n"," \"OP_UNIQUE_CARRIER\",\n"," \"DAY_OF_WEEK\" \n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","yr_train_df.count()\n","\n","yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 10,\n"," 'maxBins': 350,\n"," \n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = tree_pipeline,\n"," comments = \"all_features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"81883182-22f0-4f78-92d8-36358093376b","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
ORIGIN_HourlyWindSpeed
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Showing the first 1000 rows.
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[null],[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File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n","\u001b[0;31m \"flight_features_cont = [\u001b[0m\n","\u001b[0m ^\u001b[0m\n","\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m EOL while scanning string literal\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m \"flight_features_cont = [\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m EOL while scanning string literal\n","errorSummary":"SyntaxError: EOL while scanning string literal (, line 1)","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["\"flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\",\n"," \"DAY_OF_WEEK\",\n"," 'OP_UNIQUE_CARRIER'\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 30,\n"," 'maxBins': 100,\n"," \n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prevdelay, allweather, delay_state, page, seasonality, airline\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f0467c82-1fb0-48dd-9cb4-c7d09c92905f","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.982 0.601\n","F2 Score 0.906 0.445\n","Recall 0.894 0.562\n","Precision 0.959 0.242\n","Accuracy 0.928 0.660\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.982 0.601\nF2 Score 0.906 0.445\nRecall 0.894 0.562\nPrecision 0.959 0.242\nAccuracy 0.928 0.660\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\",\n"," 'OP_UNIQUE_CARRIER'\n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': 30,\n"," 'maxBins': 100,\n"," \n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = tree_pipeline,\n"," comments = \"prevdelay, allweather, delay_state, page, seasonality, airline, tree pipeline\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ce966c24-d561-4665-bff0-d9386a5503f3","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.758 0.741\n","F2 Score 0.624 0.494\n","Recall 0.600 0.538\n","Precision 0.746 0.372\n","Accuracy 0.698 0.788\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.758 0.741\nF2 Score 0.624 0.494\nRecall 0.600 0.538\nPrecision 0.746 0.372\nAccuracy 0.698 0.788\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n","# 'PageRank_origin',\n","# 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n","# \"DAY_OF_MONTH\",\n","# \"HOUR_DEPT\"\n","]\n","\n","weather_features_cont = [\n","# 'ORIGIN_HourlyPrecipitation',\n","# 'ORIGIN_HourlyStationPressure',\n","# 'ORIGIN_HourlyWindDirection',\n","# 'ORIGIN_HourlyWindSpeed',\n","# 'ORIGIN_HourlyDryBulbTemperature',\n","# 'ORIGIN_HourlyVisibility',\n","# 'DEST_HourlyPrecipitation',\n","# 'DEST_HourlyStationPressure',\n","# 'DEST_HourlyWindDirection',\n","# 'DEST_HourlyWindSpeed',\n","# 'DEST_HourlyDryBulbTemperature',\n","# 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n","# 'ORIGIN_TS',\n","# 'ORIGIN_ICE',\n","# 'ORIGIN_SNOW',\n","# 'ORIGIN_FOG',\n","# 'DEST_TS',\n","# 'DEST_ICE',\n","# 'DEST_SNOW',\n","# 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n","# \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': ,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prevdelay only\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3ddd2ea7-ede3-4bf3-948c-e5059a1b2053","showTitle":false,"title":""}},"outputs":[],"source":["flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [\n","# 'Q','Qs','Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum','R12h','N','N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n"," 'PageRank_origin',\n"," 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n"," \"DAY_OF_MONTH\",\n"," \"HOUR_DEPT\",\n"," \n","]\n","\n","weather_features_cont = [\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","# yr_train_df = read_clean(f\"train_delay_set1\").cache()\n","# yr_train_df.count()\n","\n","# yr_test_df = read_clean(f\"dev_delay_set1\").cache()\n","# yr_test_df.count()\n","\n","paramGrid_dt = {'maxDepth': ,\n"," 'maxBins': 350\n"," }\n","\n","dtModel, pred_result_dt = validation(yr_train_df, yr_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = paramGrid_dt, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"prevdelay only\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6f15c618-dfcb-4a23-8c7d-6bcf7c3bc366","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[61]: ('2015-12-31', '2016-02-28')"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[61]: ('2015-12-31', '2016-02-28')","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["yr_train_df.agg({'FL_DATE':'min'}).collect()[0][0], yr_train_df.agg({'FL_DATE':'max'}).collect()[0][0]\n","yr_test_df.agg({'FL_DATE':'min'}).collect()[0][0], yr_test_df.agg({'FL_DATE':'max'}).collect()[0][0]"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5ee5639a-db31-4aab-82f3-d60fbf6331c2","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":[" CV Result of dt\n"," Train Test\n","ROC AUC 0.698 0.691\n","F2 Score 0.493 0.471\n","Recall 0.452 0.512\n","Precision 0.772 0.355\n","Accuracy 0.659 0.755\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":" CV Result of dt\n Train Test\nROC AUC 0.698 0.691\nF2 Score 0.493 0.471\nRecall 0.452 0.512\nPrecision 0.772 0.355\nAccuracy 0.659 0.755\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["dtModel, pred_result_dt = validation(full_train_df, full_test_df, \n"," model_type = 'dt', \n"," best_parameters = dt_best_parameters, \n"," pipeline_fn = tree_pipeline\n"," )"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"96bbbce2-1c41-49b7-921a-1ca0219d5c56","showTitle":false,"title":""}},"source":["## Evaluate DT Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0a3d0936-91d5-4ba8-9f6c-5bbec56ce937","showTitle":false,"title":""}},"outputs":[],"source":["testSet = dt_Model.transform(test_df)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa02809b-fe9b-4f5f-802d-63cf469694dd","showTitle":false,"title":""}},"source":["# Random Forest"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fec4512f-fc56-477e-9b66-6b7bf75aabb0","showTitle":false,"title":""}},"source":["## Train RF Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a00d9f36-dec1-464b-a541-a0131eef7646","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxDepth': 10, 'numTrees': 10}\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 1 is 2,051,849 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,890,420 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,563,472 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.44\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,380 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.45\n","Training on full train dataset, and validating on dev dataset with best parameters from CV:\n","{'maxDepth': 10, 'numTrees': 10}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxDepth': 10, 'numTrees': 10}\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 1 is 2,051,849 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,890,420 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,563,472 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.44\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,380 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.45\nTraining on full train dataset, and validating on dev dataset with best parameters from CV:\n{'maxDepth': 10, 'numTrees': 10}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["paramGrid_rf = {'maxDepth': [10],\n"," 'numTrees': [10]}\n","\n","rf_best_parameters, rf_best_score = blocktimeSeriesCV(parquet_string='full',\n"," sampling = 'down',\n"," param_grid = paramGrid_rf, \n"," pipeline_fn = tree_pipeline, \n"," model_type='rf', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e393b678-0304-4f46-bbb2-9ea7f5735f86","showTitle":false,"title":""}},"source":["## Evaluate RF Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bafad71d-5a3e-4700-83bc-c9bf64608acc","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":[" CV Result of rf\n"," Train Test\n","ROC AUC 0.715 0.712\n","F2 Score 0.537 0.469\n","Recall 0.502 0.500\n","Precision 0.743 0.375\n","Accuracy 0.664 0.770\n","Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":" CV Result of rf\n Train Test\nROC AUC 0.715 0.712\nF2 Score 0.537 0.469\nRecall 0.502 0.500\nPrecision 0.743 0.375\nAccuracy 0.664 0.770\nSupport for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m rfModel, pred_result_rf = validation(full_train_df, full_test_df, sampling = 'down',\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'rf'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0mbest_parameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrf_best_parameters\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree_pipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 5\u001b[0m )\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters)\u001b[0m\n","\u001b[1;32m 175\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 176\u001b[0m \u001b[0mvalidate_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 177\u001b[0;31m \u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf' CV Result of {model_type}'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 178\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 179\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, x_test)\u001b[0m\n","\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 156\u001b[0m \u001b[0;31m# Drop in SHAP Value Plot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 157\u001b[0;31m \u001b[0mexplainer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 158\u001b[0m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 159\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplots\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'predict'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m rfModel, pred_result_rf = validation(full_train_df, full_test_df, sampling = 'down',\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'rf'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mbest_parameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrf_best_parameters\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree_pipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m )\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters)\u001b[0m\n\u001b[1;32m 175\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 176\u001b[0m \u001b[0mvalidate_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 177\u001b[0;31m \u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf' CV Result of {model_type}'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 178\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 179\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, x_test)\u001b[0m\n\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 156\u001b[0m \u001b[0;31m# Drop in SHAP Value Plot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 157\u001b[0;31m \u001b[0mexplainer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 158\u001b[0m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 159\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplots\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'predict'","errorSummary":"AttributeError: 'PipelineModel' object has no attribute 'predict'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["rfModel, pred_result_rf = validation(full_train_df, full_test_df, sampling = 'down',\n"," model_type = 'rf', \n"," best_parameters = rf_best_parameters, \n"," pipeline_fn = tree_pipeline\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"153aef56-07d9-4efd-b579-da4ec4d52009","showTitle":false,"title":""}},"outputs":[],"source":["# # NOT BEING RUN AT THE MOMENT\n","# # source: https://shihaojran.com/distributed-machine-learning-using-pyspark/\n","\n","# from pyspark.ml.feature import StringIndexer, OneHotEncoderEstimator\n","\n","# carrier_indexer = StringIndexer(inputCol='OP_UNIQUE_CARRIER', outputCol='arr_idx').setHandleInvalid(\"keep\")\n","# origin_indexer = StringIndexer(inputCol='ORIGIN', outputCol='org_idx').setHandleInvalid(\"keep\")\n","# dest_indexer = StringIndexer(inputCol='DEST', outputCol='des_idx').setHandleInvalid(\"keep\")\n","\n","# # stay away from OneHotEncoderEstimator\n","\n","# onehot = OneHotEncoderEstimator(inputCols=[carrier_indexer.getOutputCol(), origin_indexer.getOutputCol(),\n","# dest_indexer.getOutputCol()],\n","# outputCols=['carrier_dummy', 'origin_dummy', 'dest_dummy'])"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"db2a46eb-da82-4210-ba58-48505afce6d2","showTitle":false,"title":""}},"source":["# Gradient Boosted Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6ec0db29-aa01-4627-9c7d-3d471709fadd","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxDepth': 5, 'maxBins': 350, 'maxIter': 6, 'stepSize': 0.13}\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 1 is 2,051,849 with a f2 score of 0.44\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,890,420 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,563,472 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.43\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,380 with a f2 score of 0.33\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.44\n","Training on full train dataset, and validating on dev dataset with best parameters from CV:\n","{'maxDepth': 5, 'maxBins': 350, 'maxIter': 6, 'stepSize': 0.13}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxDepth': 5, 'maxBins': 350, 'maxIter': 6, 'stepSize': 0.13}\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 1 is 2,051,849 with a f2 score of 0.44\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,890,420 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,563,472 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.43\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,380 with a f2 score of 0.33\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.44\nTraining on full train dataset, and validating on dev dataset with best parameters from CV:\n{'maxDepth': 5, 'maxBins': 350, 'maxIter': 6, 'stepSize': 0.13}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["paramGrid_gbt = {'maxDepth':[5], #,6],\n"," 'maxBins': [350], #,400],\n"," 'maxIter': [6],\n"," 'stepSize': [0.13]}\n","\n","gbt_best_parameters, gbt_best_score = blocktimeSeriesCV(parquet_string='full',\n"," sampling='down',\n"," param_grid = paramGrid_gbt, \n"," pipeline_fn = tree_pipeline, \n"," model_type='rf', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0f60ee5a-bf00-4313-9800-6dad1bea7161","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["print(f'best parameters : {gbt_best_parameters}, best score: {gbt_best_score}')"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e851052e-81fa-44c9-81b6-b54271c3985f","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":[" CV Result of gbt\n"," Train Test\n","ROC AUC 0.716 0.716\n","F2 Score 0.532 0.466\n","Recall 0.496 0.495\n","Precision 0.748 0.378\n","Accuracy 0.664 0.773\n","Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":" CV Result of gbt\n Train Test\nROC AUC 0.716 0.716\nF2 Score 0.532 0.466\nRecall 0.496 0.495\nPrecision 0.748 0.378\nAccuracy 0.664 0.773\nSupport for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m gbtModel, pred_result_gbt = validation(full_train_df, full_test_df, sampling='down',\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'gbt'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0mbest_parameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgbt_best_parameters\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree_pipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 5\u001b[0m )\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters)\u001b[0m\n","\u001b[1;32m 175\u001b[0m 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\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 179\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, x_test)\u001b[0m\n","\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 156\u001b[0m \u001b[0;31m# Drop in SHAP Value Plot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 157\u001b[0;31m \u001b[0mexplainer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 158\u001b[0m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 159\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplots\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'predict'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m gbtModel, pred_result_gbt = validation(full_train_df, full_test_df, sampling='down',\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'gbt'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mbest_parameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgbt_best_parameters\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree_pipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m )\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters)\u001b[0m\n\u001b[1;32m 175\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, x_test)\u001b[0m\n\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 156\u001b[0m \u001b[0;31m# Drop in SHAP Value Plot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 157\u001b[0;31m \u001b[0mexplainer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 158\u001b[0m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 159\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplots\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'predict'","errorSummary":"AttributeError: 'PipelineModel' object has no attribute 'predict'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["gbtModel, pred_result_gbt = validation(full_train_df, full_test_df, sampling='down',\n"," model_type = 'gbt', \n"," best_parameters = gbt_best_parameters, \n"," pipeline_fn = tree_pipeline\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e1f205b6-a4ee-4064-94a5-50abd0deb7dd","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 2\u001b[0m \u001b[0mparam\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mParamGridBuilder\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbuild\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m cv = CrossValidator(estimator=pipeline,\n","\u001b[0;32m----> 4\u001b[0;31m \u001b[0mestimatorParamMaps\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mevaluator\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mevaluator\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 6\u001b[0m numFolds=5)\n","\n","\u001b[0;31mNameError\u001b[0m: name 'params' is not defined"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mparam\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mParamGridBuilder\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbuild\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m cv = CrossValidator(estimator=pipeline,\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mestimatorParamMaps\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mevaluator\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mevaluator\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m numFolds=5)\n\n\u001b[0;31mNameError\u001b[0m: name 'params' is not defined","errorSummary":"NameError: name 'params' is not defined","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["from pyspark.ml.tuning import CrossValidator, ParamGridBuilder\n","\n","param = ParamGridBuilder().build()\n","\n","# cv = CrossValidator(estimator=pipeline,\n","# estimatorParamMaps=params,\n","# evaluator=evaluator,\n","# numFolds=5)\n","\n","cv = cv.fit(train_set)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"27085754-2796-4a02-a96f-056c3b805e0c","showTitle":false,"title":""}},"source":["## Evaluate RF Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5859cd8d-570a-42b9-aab7-8aee05ba951a","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["/databricks/spark/python/pyspark/sql/context.py:165: FutureWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," warnings.warn(\n","Precision: 0.674\n","Recall: 0.271\n","F2Score: 0.308\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"/databricks/spark/python/pyspark/sql/context.py:165: FutureWarning: Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n warnings.warn(\nPrecision: 0.674\nRecall: 0.271\nF2Score: 0.308\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["paramGrid_gbt = {'maxDepth':[5], #,6],\n"," 'maxBins': [350], #,400],\n"," 'maxIter': [6],\n"," 'stepSize': [0.13]}\n","\n","gbt_best_parameters, gbt_best_score = blocktimeSeriesCV(parquet_string='full', \n"," param_grid = paramGrid_gbt, \n"," pipeline_fn = tree_pipeline, \n"," model_type='rf', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1e61db10-ec78-4328-81ed-b1d5ad49ba2d","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0mrm_predictions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m: 'PipelinedRDD' object has no attribute 'show'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mrm_predictions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m: 'PipelinedRDD' object has no attribute 'show'","errorSummary":"AttributeError: 'PipelinedRDD' object has no attribute 'show'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["rm_predictions.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ecc0d4c4-0523-41c8-84b0-2300fa545505","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Confusion matrix\n","+-----+----------+------+\n","|label|prediction| count|\n","+-----+----------+------+\n","| 0.0| 0.0|691215|\n","| 0.0| 1.0| 17063|\n","| 1.0| 0.0| 94803|\n","| 1.0| 1.0| 35271|\n","+-----+----------+------+\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Confusion matrix\n+-----+----------+------+\n|label|prediction| count|\n+-----+----------+------+\n| 0.0| 0.0|691215|\n| 0.0| 1.0| 17063|\n| 1.0| 0.0| 94803|\n| 1.0| 1.0| 35271|\n+-----+----------+------+\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["cm = testSet.groupBy('label','prediction').count().sort('label','prediction')\n","print(\"Confusion matrix\")\n","cm.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"03d5df65-a0c0-47ed-b792-ad16207e189c","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Confusion matrix, without normalization\n","[[ 35271 94803]\n"," [ 17063 691215]]\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Confusion matrix, without normalization\n[[ 35271 94803]\n [ 17063 691215]]\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["y_true = testSet.select(\"label\")\n","y_true = y_true.toPandas()\n","y_true['label'] = y_true['label'].replace([0],'Not Delayed')\n","y_true['label'] = y_true['label'].replace([1],'Delayed')\n","\n","y_pred = testSet.select(\"prediction\")\n","y_pred = y_pred.toPandas()\n","y_pred['prediction'] = y_pred['prediction'].replace([0],'Not Delayed')\n","y_pred['prediction'] = y_pred['prediction'].replace([1],'Delayed')\n","\n","cnf_matrix = confusion_matrix(y_true, y_pred,labels=class_names)\n","\n","plt.figure()\n","plot_confusion_matrix(cnf_matrix, classes=class_names,\n"," title='Confusion matrix')\n","plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"220de89c-04da-46d0-a5ea-66788a6184fb","showTitle":false,"title":""}},"outputs":[],"source":["# from pyspark.ml.tuning import CrossValidator, ParamGridBuilder\n","# params = ParamGridBuilder()\n","# params = params.addGrid(lr.regParam, [.01, .1, 1, 10]) \n","# .addGrid(lr.elasticNetParam, [0, .5, 1])\n","# params = params.build()\n","# cv = CrossValidator(estimator=pipeline,\n","# estimatorParamMaps=params,\n","# evaluator=evaluator,\n","# numFolds=5)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5b4103cd-51f9-4829-b203-2faacb660a13","showTitle":false,"title":""}},"source":["## Plot ROC Curve"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"edadcad2-c157-4eab-9af7-304826c18c44","showTitle":false,"title":""}},"outputs":[{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAYIAAAEWCAYAAABrDZDcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAArG0lEQVR4nO3deXxU5dn/8c/FEvadAJIQQAjKoiCCqFCrgvu+VbTWpbQ+Xayttn1+2j61PtrdrbaPrVXrWldqVVpRxK1YKmvZ97AnYQlLQiBkv35/nAPGmIRBMjOZme/79cqLOUtmrhPgfHPOfZ/7NndHRERSV7N4FyAiIvGlIBARSXEKAhGRFKcgEBFJcQoCEZEUpyAQEUlxCgIRkRSnIJCkYmYbzGy/me01s61m9rSZta+1z6lm9r6ZFZtZkZn93cyG1Nqno5n91sw2he+1NlzuXs/nmpndamZLzWyfmeWa2WQzOy6axyvSGBQEkowucvf2wAjgBODOAxvM7BTgHeANoDfQH1gEzDSzo8N90oD3gKHAuUBH4BRgJ3BSPZ/5MPBd4FagKzAIeB244HCLN7MWh/s9IkfC9GSxJBMz2wB8zd3fDZd/Awx19wvC5Y+AJe7+rVrf9xZQ4O7Xm9nXgJ8DA9x9bwSfmQ2sBE5x9zn17PMh8Bd3fyJcvjGsc1y47MAtwPeAFsDbwD53/0GN93gD+Ke7P2hmvYHfA6cBe4GH3P13h/4JiXyWrggkaZlZJnAekBMutwVOBSbXsfsrwFnh6wnA25GEQGg8kFtfCByGS4ExwBDgReBqMzMAM+sCnA28ZGbNgL8TXMlkhJ//PTM75wg/X1KUgkCS0etmVgxsBrYDPw3XdyX4N7+lju/ZAhy4/9+tnn3qc7j71+eX7r7L3fcDHwEOfCHcdiXwsbvnA6OBdHe/x93L3X0d8DgwsRFqkBSkIJBkdKm7dwBOB47lkxP8bqAaOKqO7zkK2BG+3lnPPvU53P3rs/nACw/u2b4EXBOuuhZ4PnzdF+htZoUHvoAfAT0boQZJQQoCSVru/k/gaeD+cHkf8DFwVR27f4mggRjgXeAcM2sX4Ue9B2Sa2agG9tkHtK2x3KuukmstvwhcaWZ9CW4ZvRqu3wysd/fONb46uPv5EdYr8ikKAkl2vwXOMrPh4fIdwA1hV88OZtbFzH5G0Cvof8N9niM42b5qZseaWTMz62ZmPzKzz5xs3X0N8AfgRTM73czSzKy1mU00szvC3RYCl5tZWzMbCEw6VOHuvoDgKuUJYJq7F4ab5gDFZvb/zKyNmTU3s2FmNvqwfzoiKAgkybl7AfAscFe4/C/gHOBygvv6Gwm6mI4LT+i4exlBg/FKYDqwh+Dk2x2YXc9H3Qr8H/AIUAisBS4jaNQFeAgoB7YBz/DJbZ5DeSGs5YUax1QFXEjQPXY9n4RFpwjfU+RT1H1URCTF6YpARCTFKQhERFKcgkBEJMUpCEREUlzCDW7VvXt379evX7zLEBFJKPPnz9/h7ul1bUu4IOjXrx/z5s2LdxkiIgnFzDbWt023hkREUpyCQEQkxSkIRERSnIJARCTFKQhERFJc1ILAzJ40s+1mtrSe7WZmvzOzHDNbbGYjo1WLiIjUL5pXBE8TTPxdn/OA7PDrZuCPUaxFRETqEbUgcPcZwK4GdrkEeNYDs4DOZtYYszyJiCSNHXvL+GDldh5+dw1L84qi8hnxfKAsgxpT8wG54brPzP1qZjcTXDWQlZUVk+JERGKtsKScJXlFLM4tYkluEYtzC8kvKgXADLq2T2NYRuNPO5EQTxa7+2PAYwCjRo3SBAoikvCKSytYmreHJXmFLApP/Jt2lRzc3q9bW07s15WvZnbiuIxODM3oRPtW0TllxzMI8oA+NZYzw3UiIkmlpLyS5fl7whN+IYvzilhXsO/g9ozObRjepxPXnJTF8ZmdGNa7E53atoxZffEMginALWb2EsHE3EXu/pnbQiIiiaS0oooVW/Z86hbPmu3FVIf3Mnp1bM1xmZ24bEQGx4W/7Xdr3yquNUctCMzsReB0oLuZ5QI/BVoCuPujwFTgfCAHKAFuilYtIiLRUF5ZzeptxcEJP6+QxblFrNpaTGV41u/WLo3jMztxzrBeHJ/RieMyO9GzY+s4V/1ZUQsCd7/mENsd+Ha0Pl9EpDFVVlWTU7CXxWEj7pLcIlZsKaa8qhqATm1acnxmJ24+7WiOz+zEcZmd6d2pNWYW58oPLSEai0VEYqm62lm3Yx+LcwvD3/aLWJZfRGlFcNJv36oFwzI6cuPYfhyX0YnhmZ3p07VNQpz066IgEJGUt7WolDkbdrF4c9CQuzx/D3vLKgFo3bIZw3p/0pB7fGZn+ndrR7NmiXnSr4uCQERSTkl5JbPX7WLGmgJmrC5gbdiDp1WLZgw+qiOXnZBx8KQ/IL0dLZon97BsCgIRSXruzootxcxYU8BHawqYu3435VXVtGrRjDFHd2Pi6CzGHN2VwUd1pGWSn/TroiAQkaS0Y28ZH60p4KPVO5ixZgc79pYBcEzPDtxwal9OG5TO6H5dad2yeZwrjT8FgYgkhbLKKuZv3M2M1Tv4aE0By/L3ANC1XRrjBnbnC9ndOW1QepPsvhlvCgIRSUjuQc+eGasL+GjNDmat20lJeRUtmhkn9u3CD885htOy0xnau2NSNexGg4JARBJGaUUVH6/byQcrt/P+yu3k7t4PQP/u7bjyxExOy07n5AHdojYmT7LST0tEmrS8wv28v3I7H6zczr/X7qC0opo2LZszdmA3vvHFAXxxUDp9uraNd5kJTUEgIk3Oxp37eHPJFt5cvOXgvf6srm2ZODqLM47twZj+auRtTAoCEWkS6jr5j+jTmTvPO5bxg3syIL1dwj6529QpCEQkbg6c/Kcu2cLSvE9O/j8+fzDnHdeLzC665RMLCgIRiSmd/JseBYGIRJ1O/k2bgkBEomLTzpLgnv+S/IMn/+E6+TdJCgIRaTRbi0r5+6J8pizKZ0leEaCTfyJQEIjIEdlTWsHbS7fyxsI8/r12J+4wPLOTTv4JREEgIoetvLKaD1dt542F+by7YhtlldX07daWW8/M5tITMujfvV28S5TDoCAQkYhUVzvzN+3mtQV5TF2yhcKSCrq1S2Pi6D5cekIGI/p0Vj//BKUgEJEGrdlWzOsL83h9QT55hftp07I5Zw/tyaUjMhiX3T0lx+9PNgoCEfmMbXuCRt/XFuSxLH8PzQzGZafzg3MGcfaQXrTToG5JRX+bIgJA8cFG33xmrt1xsNH3rguHcOHwo+jRQeP4JysFgUgKK6+s5p+rC3h9YR7vLv+k0fc7Z2Zz6YjeHJ3ePt4lSgwoCERSjLszf2PQ6Ptm2OjbNWz0veSEDE5Qo2/KURCIpIic7cW8viCfNxblsXnXflq3bMbZQ3px2Qlq9E11CgKRJLZ9TylTFuXz+sI8luYFjb5jB3bntgmDOHtoL83kJYCCQCTp7C2rPPik78ycHVQ7HJ/ZiZ9cOISL1OgrdVAQiCSBiqpqZqwu4LUFeby7YhulFdVkdW3LLWcM5JITMhigRl9pgIJAJIGt3lbM87M2MmVRPrtLKujStiVfGtWHS0ZkMDJLjb4SGQWBSIIpr6zmneVbee7jjcxev4u05s04e2hPLjshg9MGpavRVw6bgkAkQWwp2s+Lszfx4tzNFBSX0adrG+4871iuGtWHru3S4l2eJLCoBoGZnQs8DDQHnnD3X9XangU8A3QO97nD3adGsyaRRFJd7cxcu4PnPt7Iuyu24cCZx/TgulP68sXsdJo1060fOXJRCwIzaw48ApwF5AJzzWyKuy+vsdv/AK+4+x/NbAgwFegXrZpEEkVRSQWT52/m+dmbWL9jH93apfGNLw7gmpOy6NNV4/tL44rmFcFJQI67rwMws5eAS4CaQeBAx/B1JyA/ivWINHlLcot4btYGpizKp7SimlF9u/C9CdmcO6wXrVo0j3d5kqSiGQQZwOYay7nAmFr73A28Y2bfAdoBE+p6IzO7GbgZICsrq9ELFYmn0ooq/r4on7/M2sii3CLapjXn8pGZXDemL0N6dzz0G4gcoXg3Fl8DPO3uD5jZKcBzZjbM3atr7uTujwGPAYwaNcrjUKdIo9uwYx/Pz97IK/NyKdpfQXaP9vzvxUO5bGQGHVu3jHd5kkKiGQR5QJ8ay5nhupomAecCuPvHZtYa6A5sj2JdInFTVe28v3I7z83ayIzVBbRoZpwzrBdfObkvY/p3Vb9/iYtoBsFcINvM+hMEwETg2lr7bALGA0+b2WCgNVAQxZpE4qKguIyX527ixTmbySvcT6+Orbn9rEFMHN2HHh015IPEV9SCwN0rzewWYBpB19An3X2Zmd0DzHP3KcD3gcfN7DaChuMb3V23fiQpuDtzN+zmuVkbeXvpFiqqnC9kd+cnFw5hwuAetNCDX9JERLWNIHwmYGqtdXfVeL0cGBvNGkRirbSiisnzc/nLxxtZta2Yjq1bcP0p/fjymCxN9CJNUrwbi0WSRmVVNX9bkMdvp68mv6iUYRkd+c0Vx3PR8N60SVPXT2m6FAQiR8jdmbZsG/e/s4qc7XsZ3qcz9181nFMGdFPjryQEBYHIEZizfhe/mLqChZsLGZDejkevG8k5Q3spACShKAhEPqeX527izr8toWfH1vzmiuO5fGSGGoAlISkIRA6Du/Px2p38+V/reW/ldr44KJ0/XjeStmn6rySJS/96RSJQVlnFlIX5/Plf61m5tZhu7dK4bcIgvnn6ANJa6CpAEpuCQKQBO/aW8fysTTw3ayM79pZxTM8O/OaK47l4RG9at1RPIEkOCgKROqzaWsyf/7WO1xfmU15ZzRnHpDNp3NGMHaieQJJ8IgoCM2sDZLn7qijXIxJX6wr28uD01fxj8RZat2zGVSdmctPY/gzsoQfBJHkdMgjM7CLgfiAN6G9mI4B73P3iKNcmEjP5hfv53XtrmDw/l1YtmnHLGQOZNK4/XTQFpKSASK4I7iaYZOZDAHdfGA4kJ5LwCkvK+d17Ofxl1kYArj+lL986fSDpHVrFuTKR2IkkCCrcvajWfVENDCcJ7+O1O/nvVxeRt3s/V56Yya3js8nsomkgJfVEEgTLzOxaoLmZZQO3Av+Oblki0TN/4y4eeGc1/167k6M6tebVb57KCVld4l2WSNxEEgTfAX4MlAEvEAwrfW80ixKJhiW5RTwwfRUfriqge/s0fnLhEL48JkvdQCXlRRIEF7j7jwnCAAAzuwqYHLWqRBrRyq17eGj6aqYt20anNi35f+ceyw2n9tXTwCKhSP4n3MlnT/p1rRNpUtYW7OW3767hH4vzaZ/Wgu9NyOar4/prPmCRWuoNAjM7DzgfyDCz39XY1BGojHZhIp/Xpp0lPPzeGl5bkEvrls355hcHcPNpR9O5rbqCitSloSuCfGAecDEwv8b6YuC2aBYl8nnkF+7n9+/nMHneZpo3M746tj/fOH0A3durK6hIQ+oNAndfBCwysxfcvSKGNYkclu17SvnDh2t5YfYmHOfaMVl8+4yB9NSk8CIRiaSNoJ+Z/RIYAhz8n+XuR0etKpEI7Nxbxp9mrOPZjzdQUeVcdWImt5w5UM8CiBymSILgKeCnwEPAGcBNgMbdlbgpKqng8Y/W8dTM9ZRUVHHZiAxuHZ9Nv+7t4l2aSEKKJAjauPt7ZmbuvhG428zmA3dFuTaRTykureCpmRt4/KN1FJdWcsHxR3HbhGwG9ugQ79JEElokQVBmZs2ANWZ2C5AHaChGiZn95VU8+/EGHv3nWnaXVDBhcE9uP2sQQ3p3jHdpIkkhkiD4LtCWYGiJe4EzgeujWZQIQGlFFS/O2cQjH6xlx94yThuUzu1nDWJEn87xLk0kqRwyCNx9bvhyL3CTmTUHJgKzo1mYpK7yymomz9/M/72fw5aiUsb078ofrxvJ6H5d412aSFJq6IGyjsC3gQxgCjA9XP4+sBh4PhYFSuqorKrmtQV5PPzeGnJ372dkVmfuv2o4pw7QrGAi0dTQFcFzwG7gY+BrwI8AAy5z94XRL01SRXW18/fF+Tz87hrW7djHsIyO3HvpME4flK4AEImBhoLgaHc/DsDMngC2EExXWRqTyiTpuTvTlm3lwemrWb1tL8f07MCfvnIiZw/pqQAQiaGGguDg08TuXmVmuQoBaQzuzgertvPg9NUszdvD0ent+N01J3DhcUfRrJkCQCTWGgqC4Wa2J3xtQJtw2QB3d/Xdk8Pi7szM2ckD01exYFMhfbq24f6rhnPpiN60aK5nFEXipaGxho54tg4zOxd4GGgOPOHuv6pjny8RzIvswCJ3v/ZIP1eanjnrd/HAO6uYvX4XR3VqzS8uO46rRmXSUgEgEndRm5kj7Gb6CHAWkAvMNbMp7r68xj7ZBHMbjHX33WbWI1r1SHws3FzIA++s4qM1O+jevhV3XzSEiSdpVjCRpiSaUzSdBOS4+zoAM3sJuARYXmOfrwOPuPtuAHffHsV6JIaW5Rfx0PTVvLtiO13atuRH5x/LV07uR5s0BYBIUxPNIMgANtdYzgXG1NpnEICZzSS4fXS3u79d+43M7GbgZoCsrKyoFCuNI2f7Xh6avpo3l2yhY+sW/ODsQdw4tj/tW2laSJGmKqL/nWbWF8h293fNrA3Qwt2LG+nzs4HTgUxghpkd5+6FNXdy98eAxwBGjRrljfC5EgVvL93CrS8tpGUz49YzBzLpC0fTqY2mhRRp6g4ZBGb2dYLfxrsCAwhO2I8C4w/xrXlAnxrLmeG6mnKB2eHEN+vNbDVBMMxFEkZpRRVPfLSOB6evZkSfzvzpK6NI76BZwUQSRSRXBN8muN8/G8Dd10TYqDsXyDaz/gQBMBGo3SPodeAa4Ckz605wq2hdZKVLvLk7by3dyi+mriB3937OG9aL+68aTjvdBhJJKBENQ+3u5Qee9DSzFgRdPRvk7pXhsNXTCO7/P+nuy8zsHmCeu08Jt51tZsuBKuCH7r7zcx6LxNDSvCLu+cdy5qzfxbG9OvD818YwdmD3eJclIp9DJEHwTzP7EcEDZWcB3wL+Hsmbu/tUYGqtdXfVeO3A7eGXJIDtxaXcP20Vk+fn0qVtGj+/bBgTR2fRXE8EiySsSILgDmASsAT4L4IT+xPRLEqantKKKp6cuZ5H3s+hvKqar43rzy1nZqsxWCQJRBIElwLPuvvjUa5FmiB35+2lW/nFWyvYvGs/Ewb35McXDKa/5gcWSRqRBMFFwENmNgN4GXjb3SujW5Y0BUvzirj3H8uZvX4Xx/TswF8mjWFcttoBRJJNJDOU3WRmLYHzCHr4PGJm0939a1GvTuKioLiMB95ZxcvzNtOlbRo/u3QYE0f30cBwIkkqon5+7l5hZm8R9BZqQ3C7SEGQZMoqq3jyXxt45IMcSiuqmDS2P98Zr3YAkWQXyQNl5wFXEzz9+yFBQ/GXolqVxNSBCWJ+MXUlm3aVMGFwD350/mCOTm8f79JEJAYiuSK4nqBt4L/cvSzK9UiMLcsP2gFmrdvFoJ7teW7SSXwhOz3eZYlIDEXSRnBNLAqR2CooLuPB6at4ae5mOrdpyb2XDuMatQOIpKR6g8DM/uXu48ysmE8/SawZyhJYWWUVT83cwP+9H7QDfHVsf249M5tObdUOIJKqGpqhbFz4Z4fYlSPRErQDbOMXU1ewaVcJ44/twY8uGMwAtQOIpLxIGoufc/evHGqdNF3L8/dw7z+W8/G6nWT3aM+zXz2J0wapHUBEApE0Fg+tuRAOOndidMqRxrRjbxkPvLOal+duomObltxzyVCuPSlL7QAi8ikNtRHcCRwYbG7PgdVAOeEkMdI0lVVW8cy/N/D793LYX1HFDaf243vjB6kdQETq1FAbwS+BX5rZL939zhjWJJ+TuzN9+TZ+PnUFG3eWcMYx6fz4giEM7KF2ABGpX0NXBMe6+0pgspmNrL3d3f8T1crksKzYsoefvbmcmTk7GdijPU/fNJrTj4lk/iARSXUNtRHcTjBF5QN1bHPgzKhUJIdl594yHpi+mpfmBO0A/3vxUK4dk0VLtQOISIQaujV0c/jnGbErRyJVXlnNM//ewO/eW0NJRRXXn9KP703IpnPbtHiXJiIJJpLuo1cRDD1dbGb/A4wE7nX3BVGvTuo0Z/0u7vzbYtYW7OP0Y9L5nwsGM7CHHvcQkc8nku6jP3H3yWY2DpgA3Ac8CoyJamXyGUX7K/jVWyt5cc4mMru04ckbR3HmsT3jXZaIJLhIgqAq/PMC4DF3f9PMfhbFmqQOby/dwl1vLGPH3jK+Nq4/t589iLZpEY0iLiLSoEjOJHlm9ifgLODXZtYKUEtkjGwtKuWuN5byzvJtDDmqI0/cMIrjMzvHuywRSSKRBMGXgHOB+9290MyOAn4Y3bKkutp5fvZGfv32KiqqqrnjvGOZNK6/egOJSKOLZBjqEjNbC5xjZucAH7n7O9EvLXWt2VbMHX9bwvyNuxk7sBu/uOw4+nbTZPEiEh2R9Br6LvB14G/hqr+Y2WPu/vuoVpaCyiqreOSDtfzxwxzatWrBA1cN5/KRGZhZvEsTkSQWya2hScAYd98HYGa/Bj4GFASNaO6GXdzxatAl9NIRvfnJhUPo1r5VvMsSkRQQSRAYn/QcInytX1EbyZ7SoEvoC7M3kdG5jYaGEJGYiyQIngJmm9lr4fKlwJ+jVlEKUZdQEWkKImksftDMPgTGhatu0lPFR0ZdQkWkKWlo9NExBPMODACWAJPcfXmsCktG1dXO83M28Zu3VlKuLqEi0kQ0dEXwCPADYAZwMfAQcE4sikpGa7YVc+ffljBPXUJFpIlpKAiaufv08PXkcMYyOUxllVX84YO1/CHsEnr/VcO5Ql1CRaQJaSgIOpvZ5fUtu/vf6vieTzGzc4GHgebAE+7+q3r2uwL4KzDa3edFVHkCmLthF3f+bQk52/dySdgltLu6hIpIE9NQEPwTuKieZeeTB8zqZGbNCW4vnQXkAnPNbErtdgYz6wB8F5h9eKU3XXtKK/j1Wyt5PuwS+tRNozlDXUJFpIlqaGKam47wvU8Cctx9HYCZvQRcAtRucL4X+DVJMn7R20u38tMpSykoVpdQEUkM0TxDZQCbayznUmsOg3Au5D7h0Nb1BoGZ3UwwbSZZWVlRKPXIbdsTdAmdtizoEvr49eoSKiKJIW6/qppZM+BB4MZD7evujxF0ZWXUqFEe3coOT3W188KcTfxaXUJFJEFFMwjygD41ljPDdQd0AIYBH4Y9aHoBU8zs4kRpMC6tqOI7Ly5g+vJt6hIqIgkrktFH2wLfB7Lc/etmlg0c4+7/OMS3zgWyzaw/QQBMBK49sNHdi4DuNT7nQ+AHiRQCk56Zy8ycnfzkwiF8dWw/dQkVkYQUyf2Lp4Ay4JRwOQ845FSV7l4J3AJMA1YAr7j7MjO7x8wu/pz1Ngnuzh2vLmZmzk7uv2o4k8b1VwiISMKK5NbQAHe/2syugYMT1UR01nP3qcDUWuvuqmff0yN5z3hzd37+5gpeX5jPD84exJUnZsa7JBGRIxLJFUG5mbUheHYAMxtAcIWQkl79Tx5P/Gs9N5zSl2+fMTDe5YiIHLFIrgh+CrwN9DGz54GxRNDTJxm9u3wbd7y6mNH9unDXRUN1O0hEkkIkw1BPN7P/ACcTTEjzXXffEfXKmpj1O/Zx28sLGdK7I0/eOJrmzRQCIpIcDnlryMzGAqXu/ibQGfiRmfWNdmFNSWlFFd/8y3yaNzf+8OWRdGjdMt4liYg0mkjaCP4IlJjZcOB2YC3wbFSramJ+8vpSVm0r5rdXjyCzS9t4lyMi0qgiCYJKd3eCcYIecfdHCB4GSwlvLMxj8vxcvnPGQM0lLCJJKZLG4uJwLoLrgNPCoSFS4t7I7n3l3D1lGSdkdea7EwbFuxwRkaiI5IrgaoLuopPcfSvBUBH3RbWqJuI301ayp7SSX15+nBqHRSRpRdJraCvB4HAHljeRAm0ECzbt5qW5m5k0tj/H9uoY73JERKKmocnriwkfIqu9CXB3T9qzY2lFFT+YvIgeHVrxvbN0S0hEkltDE9OkTINwbU/N3MDagn0889WTaN9Kk8qISHKL+CxnZj2A1geWw1tESWfH3jIe+SCHCYN78MVB6fEuR0Qk6iJ5oOxiM1sDrCeYt3gD8FaU64qbB6evprSiijvPHxzvUkREYiKSXkP3Egwvsdrd+wPjgVlRrSpOVm7dw0tzNnHdyX0ZkN4+3uWIiMREJEFQ4e47gWZm1szdPwBGRbmuuLh/2mrat2rBd8dnx7sUEZGYiaSNoNDM2gMzgOfNbDuwL7plxd7agr28u2Ib3x2fTZd2afEuR0QkZuq9IjCzrPDlJUAJcBvBcNRrgYuiX1psvTJvMy2aGdednFLj6YmINHhF8Dow0t33mdmr7n4F8ExsyoqtyqpqXvtPHqcfk056h1bxLkdEJKYaaiOoOabC0dEuJJ5mrdvF9uIyLh+paSdFJPU0FARez+uk8+aSfNqmNefMYzW6qIiknoZuDQ03sz0EVwZtwteQZENMVFU77yzbxvjBPWndsnm8yxERibmGhphIibPiws2F7NxXzllDesa7FBGRuIjkOYKk9s9V22lmcFp293iXIiISFwqC1QWM6NOZzm317ICIpKaUDoKS8kqW5BVx6gBdDYhI6krpIFi0uYhqhxP7dol3KSIicZPSQbBg824ARvTpHN9CRETiKKWDYOGmQvp3b6exhUQkpaV0EKzYuoehvZPicQgRkc8tZYOgtKKKzbv2M7CH5h0QkdQW1SAws3PNbJWZ5ZjZHXVsv93MlpvZYjN7z8xiNvTnhp3BSNpHawIaEUlxUQsCM2sOPAKcBwwBrjGzIbV2WwCMcvfjgb8Cv4lWPbWtLwiCoH+3drH6SBGRJimaVwQnATnuvs7dy4GXCOY2OMjdP3D3knBxFhCz4T/X7ThwRaAgEJHUFs0gyAA211jODdfVZxLwVl0bzOxmM5tnZvMKCgoapbi12/dyVKfWtGsVySRtIiLJq0k0FpvZdQTzIN9X13Z3f8zdR7n7qPT09Eb5zLUFe3U1ICJCdIMgD+hTYzkzXPcpZjYB+DFwsbuXRbGeg9yddQX7OLq7GopFRKIZBHOBbDPrb2ZpwERgSs0dzOwE4E8EIbA9irV8StH+CorLKunbrW2sPlJEpMmKWhC4eyVwCzANWAG84u7LzOweM7s43O0+oD0w2cwWmtmUet6uUW3etR+AzC4KAhGRqLaUuvtUYGqtdXfVeD0hmp9fn827g45Kfbq2icfHi4g0KU2isTjWNu86EAS6IhARSc0g2F1CpzYt6di6ZbxLERGJu9QMgl37dVtIRCSUkkGwfsc++mpoCRERIAWDoKrayS/cT5baB0REgBQMgoLiMiqrnYzOujUkIgIpGAR5hUGPIQWBiEgg5YIgd3fwMFlGFwWBiAikYBDkF5YCuiIQETkg5YIgr7CEzm1bavhpEZFQygVBfmEpvTvpakBE5ICUC4Kde8vo3qFVvMsQEWkyUi4IdpdU0KWthpYQETkgBYOgnC5t0+JdhohIk5FSQVBZVU1xaSWddUUgInJQSgVB4f4KALq20xWBiMgBqRUEJeUAdNatIRGRg1IqCHbtC64I1FgsIvKJlAqC3eEVgRqLRUQ+kVJB8MmtIV0RiIgckFJBsLvkwK0hXRGIiByQYkFQTlrzZrRNax7vUkREmoyUCoLCfRV0btsSM4t3KSIiTUZKBcHuknI9QyAiUktKBUFhSYUaikVEakmpINilcYZERD4jpYKgsKRcTxWLiNSSMkHg7hRqCGoRkc9ImSAoLqukstp1a0hEpJaUCYLCcJwhNRaLiHxaygSBxhkSEalbVIPAzM41s1VmlmNmd9SxvZWZvRxun21m/aJVy8Eg0HMEIiKfErUgMLPmwCPAecAQ4BozG1Jrt0nAbncfCDwE/Dpa9XxyRaBbQyIiNUXziuAkIMfd17l7OfAScEmtfS4Bnglf/xUYb1Ea/2H3Pg04JyJSl2gGQQawucZybriuzn3cvRIoArrVfiMzu9nM5pnZvIKCgs9VTGaXNpw9pCcd2+iKQESkphbxLiAS7v4Y8BjAqFGj/PO8x9lDe3H20F6NWpeISDKI5hVBHtCnxnJmuK7OfcysBdAJ2BnFmkREpJZoBsFcINvM+ptZGjARmFJrnynADeHrK4H33f1z/cYvIiKfT9RuDbl7pZndAkwDmgNPuvsyM7sHmOfuU4A/A8+ZWQ6wiyAsREQkhqLaRuDuU4GptdbdVeN1KXBVNGsQEZGGpcyTxSIiUjcFgYhIilMQiIikOAWBiEiKs0TrrWlmBcDGz/nt3YEdjVhOItAxpwYdc2o4kmPu6+7pdW1IuCA4EmY2z91HxbuOWNIxpwYdc2qI1jHr1pCISIpTEIiIpLhUC4LH4l1AHOiYU4OOOTVE5ZhTqo1AREQ+K9WuCEREpBYFgYhIikvKIDCzc81slZnlmNkddWxvZWYvh9tnm1m/OJTZqCI45tvNbLmZLTaz98ysbzzqbEyHOuYa+11hZm5mCd/VMJJjNrMvhX/Xy8zshVjX2Ngi+LedZWYfmNmC8N/3+fGos7GY2ZNmtt3Mltaz3czsd+HPY7GZjTziD3X3pPoiGPJ6LXA0kAYsAobU2udbwKPh64nAy/GuOwbHfAbQNnz9zVQ45nC/DsAMYBYwKt51x+DvORtYAHQJl3vEu+4YHPNjwDfD10OADfGu+wiP+TRgJLC0nu3nA28BBpwMzD7Sz0zGK4KTgBx3X+fu5cBLwCW19rkEeCZ8/VdgvJlZDGtsbIc8Znf/wN1LwsVZBDPGJbJI/p4B7gV+DZTGsrgoieSYvw484u67Adx9e4xrbGyRHLMDHcPXnYD8GNbX6Nx9BsH8LPW5BHjWA7OAzmZ21JF8ZjIGQQawucZybriuzn3cvRIoArrFpLroiOSYa5pE8BtFIjvkMYeXzH3c/c1YFhZFkfw9DwIGmdlMM5tlZufGrLroiOSY7wauM7NcgvlPvhOb0uLmcP+/H1JCTF4vjcfMrgNGAV+Mdy3RZGbNgAeBG+NcSqy1ILg9dDrBVd8MMzvO3QvjWVSUXQM87e4PmNkpBLMeDnP36ngXliiS8YogD+hTYzkzXFfnPmbWguBycmdMqouOSI4ZM5sA/Bi42N3LYlRbtBzqmDsAw4APzWwDwb3UKQneYBzJ33MuMMXdK9x9PbCaIBgSVSTHPAl4BcDdPwZaEwzOlqwi+v9+OJIxCOYC2WbW38zSCBqDp9TaZwpwQ/j6SuB9D1thEtQhj9nMTgD+RBACiX7fGA5xzO5e5O7d3b2fu/cjaBe52N3nxafcRhHJv+3XCa4GMLPuBLeK1sWwxsYWyTFvAsYDmNlggiAoiGmVsTUFuD7sPXQyUOTuW47kDZPu1pC7V5rZLcA0gh4HT7r7MjO7B5jn7lOAPxNcPuYQNMpMjF/FRy7CY74PaA9MDtvFN7n7xXEr+ghFeMxJJcJjngacbWbLgSrgh+6esFe7ER7z94HHzew2gobjGxP5Fzsze5EgzLuH7R4/BVoCuPujBO0g5wM5QAlw0xF/ZgL/vEREpBEk460hERE5DAoCEZEUpyAQEUlxCgIRkRSnIBARSXEKAmmyzKybmS0Mv7aaWV6N5bRG+owPw5EtF4XDMhzzOd5jqpl1Dr++VWN9bzP7ayPU2M/M9ofHvdzMnjWzlof4ntPN7NQj/WxJDQoCabLcfae7j3D3EcCjwEMHlt29PHwqvDF82d2HEwxEeN/nqPP8cAiHzgQj2x5Yn+/uVzZSjWvDn8NxBE+SfukQ+58OKAgkIgoCSShm9rSZPWpms4HfmNndZvaDGtuXWji/hJldZ2Zzwt+k/2RmzQ/x9jOAgeETm/eF77XEzK4O3+8oM5sRvt9SM/tCuH5D+BTvr4AB4fb7wt/kl4b7zDKzoTXq/NDMRplZOwvGn59jwXj6dY2gepC7VwFzCAcZM7OLLJhTY4GZvWtmPcPj/wZwW1jLF8ws3cxeNbO54dfYw/ixS5JTEEgiygROdffb69shHGrgamBs+Jt0FfDlQ7zvRcAS4HJgBDAcmADcZ8Ewv9cC08L3Gw4srPX9dxD+5u7uP6y17WXC3+LD9zoqHO7ixwRDnJxEMGfEfWbWroHjag2MAd4OV/0LONndTyAYovm/3X0Dn76C+gh4OFweDVwBPHGIn4WkkKQbYkJSwuTwN+OGjAdOBOaGQ2q0AeobY+l5M9sPbCAYwvh24MXwM7aZ2T+B0QTj3jwZ3p9/3d0XHkbNrwDvEAwX8CWCeTAAzgYurnFV0xrIAlbU+v4BZrYQ6A+86e6Lw/WZwMthuKQB6+v5/AnAEPtk2o2OZtbe3fcexjFIklIQSCLaV+N1JZ++sm0d/mnAM+5+ZwTv9+Wag9FZPXMUufsMMzsNuAB42swedPdnIynY3fPMbKeZHU9wpfKNGnVe4e6rDvEWa919RHgLaqaZXRyOs/N74EF3n2JmpxOMzV+XZgRXDskwQY80Mt0akkS3gWBavwMT0fQP178HXGlmPcJtXS3yeZo/Aq42s+Zmlk4wdeCc8Pu3ufvjBLdWas8VW0ww/HV9Xgb+G+hU4zf6acB3LEwfC0aJrZe77yC4BXUg4DrxyRDEN9TYtXYt71BjwhYzG9HQ50hqURBIonsV6Gpmy4BbCMbfx92XA/8DvGNmi4HpQKTT+b0GLCaYH/d9gvvuWwl64iwyswUEv9U/XPObwlE+Z4YNyXX1PvorwUi3r9RYdy/ByJKLw2O4N4L6Xgfaho3VdxOMKDsf2FFjn78Dlx1oLAZuBUZZMNn5cj65IhHR6KMiIqlOVwQiIilOQSAikuIUBCIiKU5BICKS4hQEIiIpTkEgIpLiFAQiIinu/wNJnKmExfn0JAAAAABJRU5ErkJggg=="},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["Training set areaUnderROC: 0.7170065347775996\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Training set areaUnderROC: 0.7170065347775996\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["trainingSummary = rf_Model.summary\n","roc = trainingSummary.roc.toPandas()\n","plt.plot(roc['FPR'],roc['TPR'])\n","plt.ylabel('False Positive Rate')\n","plt.xlabel('True Positive Rate')\n","plt.title('ROC Curve')\n","plt.show()\n","print('Training set areaUnderROC: ' + str(trainingSummary.areaUnderROC))"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e2163484-ed4f-49fa-b387-0b6c45f431fb","showTitle":false,"title":""}},"source":["## Interpreation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3ff7aa70-9934-46b9-862f-01d167faa1e2","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\"is\" with a literal. Did you mean \"==\"?\n","\"is\" with a literal. Did you mean \"==\"?\n","\"is\" with a literal. Did you mean \"==\"?\n","\"is\" with a literal. Did you mean \"==\"?\n","\"is not\" with a literal. Did you mean \"!=\"?\n","\"is not\" with a literal. Did you mean \"!=\"?\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"\"is\" with a literal. Did you mean \"==\"?\n\"is\" with a literal. Did you mean \"==\"?\n\"is\" with a literal. Did you mean \"==\"?\n\"is\" with a literal. Did you mean \"==\"?\n\"is not\" with a literal. Did you mean \"!=\"?\n\"is not\" with a literal. Did you mean \"!=\"?\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 3\u001b[0;31m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTreeExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrf_Model\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_set\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary_plot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_set\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/shap/explainers/_tree.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, model, data, model_output, feature_perturbation, feature_names, approximate, **deprecated_options)\u001b[0m\n","\u001b[1;32m 147\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeature_perturbation\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfeature_perturbation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 148\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexpected_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 149\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTreeEnsemble\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_missing\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_output\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 150\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel_output\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel_output\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 151\u001b[0m \u001b[0;31m#self.model_output = self.model.model_output # this allows the TreeEnsemble to translate model outputs types by how it loads the model\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/shap/explainers/_tree.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, model, data, data_missing, model_output)\u001b[0m\n","\u001b[1;32m 794\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"pyspark\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 795\u001b[0m \u001b[0;31m# model._java_obj.getImpurity() can be gini, entropy or variance.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 796\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobjective\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mobjective_name_map\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_java_obj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetImpurity\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 797\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"Classification\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 798\u001b[0m \u001b[0mnormalize\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n","\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\u001b[1;32m 329\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 330\u001b[0;31m raise Py4JError(\n","\u001b[0m\u001b[1;32m 331\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}. Trace:\\n{3}\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 332\u001b[0m format(target_id, \".\", name, value))\n","\n","\u001b[0;31mPy4JError\u001b[0m: An error occurred while calling o3322.getImpurity. Trace:\n","py4j.security.Py4JSecurityException: Method public final java.lang.String org.apache.spark.ml.classification.RandomForestClassificationModel.getImpurity() is not whitelisted on class class org.apache.spark.ml.classification.RandomForestClassificationModel\n","\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\n","\tat py4j.Gateway.invoke(Gateway.java:305)\n","\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n","\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n","\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n","\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n","\tat java.lang.Thread.run(Thread.java:748)\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTreeExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrf_Model\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_set\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary_plot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_set\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/shap/explainers/_tree.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, model, data, model_output, feature_perturbation, feature_names, approximate, **deprecated_options)\u001b[0m\n\u001b[1;32m 147\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeature_perturbation\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfeature_perturbation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 148\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexpected_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 149\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTreeEnsemble\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_missing\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_output\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 150\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel_output\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel_output\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 151\u001b[0m \u001b[0;31m#self.model_output = self.model.model_output # this allows the TreeEnsemble to translate model outputs types by how it loads the model\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/shap/explainers/_tree.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, model, data, data_missing, model_output)\u001b[0m\n\u001b[1;32m 794\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"pyspark\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 795\u001b[0m \u001b[0;31m# model._java_obj.getImpurity() can be gini, entropy or variance.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 796\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobjective\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mobjective_name_map\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_java_obj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetImpurity\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 797\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"Classification\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 798\u001b[0m \u001b[0mnormalize\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\u001b[1;32m 329\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 330\u001b[0;31m raise Py4JError(\n\u001b[0m\u001b[1;32m 331\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}. Trace:\\n{3}\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 332\u001b[0m format(target_id, \".\", name, value))\n\n\u001b[0;31mPy4JError\u001b[0m: An error occurred while calling o3322.getImpurity. Trace:\npy4j.security.Py4JSecurityException: Method public final java.lang.String org.apache.spark.ml.classification.RandomForestClassificationModel.getImpurity() is not whitelisted on class class org.apache.spark.ml.classification.RandomForestClassificationModel\n\tat py4j.security.WhitelistingPy4JSecurityManager.checkCall(WhitelistingPy4JSecurityManager.java:473)\n\tat py4j.Gateway.invoke(Gateway.java:305)\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n\tat java.lang.Thread.run(Thread.java:748)\n\n","errorSummary":"py4j.security.Py4JSecurityException: Method public final java.lang.String org.apache.spark.ml.classification.RandomForestClassificationModel.getImpurity() is not whitelisted on class class org.apache.spark.ml.classification.RandomForestClassificationModel","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["import shap\n","\n","shap_values = shap.TreeExplainer(rf_Model).shap_values(train_set)\n","shap.summary_plot(shap_values, train_set)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7780c1d5-2826-4d23-b57a-ef5b4069fd4d","showTitle":false,"title":""}},"source":["# MLP"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"50c6ef3d-94a4-4241-8da4-43e0bd454382","showTitle":false,"title":""}},"source":["## Train MLP Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1a294bb9-5d7d-446a-bc80-1118b8c47b25","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxIter': 100, 'layers': [1, 5, 3, 2], 'blockSize': 128}\n","Number of validation observations for each fold is 1,868,510\n","************************************************************\n"," Number of training observations for fold number 1 is 710,012 with a f2 score of 0.08\n","------------------------------------------------------------\n","Number of validation observations for each fold is 1,868,510\n","************************************************************\n"," Number of training observations for fold number 2 is 780,616 with a f2 score of 0.11\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.09\n","Training on full train dataset, and validating on dev dataset with best parameters from CV:\n","{'maxIter': 100, 'layers': [1, 5, 3, 2], 'blockSize': 128}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxIter': 100, 'layers': [1, 5, 3, 2], 'blockSize': 128}\nNumber of validation observations for each fold is 1,868,510\n************************************************************\n Number of training observations for fold number 1 is 710,012 with a f2 score of 0.08\n------------------------------------------------------------\nNumber of validation observations for each fold is 1,868,510\n************************************************************\n Number of training observations for fold number 2 is 780,616 with a f2 score of 0.11\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.09\nTraining on full train dataset, and validating on dev dataset with best parameters from CV:\n{'maxIter': 100, 'layers': [1, 5, 3, 2], 'blockSize': 128}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["paramGrid_mlp = {'maxIter': [100],\n"," 'layers': [\n"," [len(columns_categorical) + len(cont_feat),5,3,2]\n"," ],\n"," 'blockSize': [128]\n"," }\n","\n","\n","mlp_best_parameters, mlp_best_score = blocktimeSeriesCV(parquet_string='1',\n"," sampling='down',\n"," param_grid = paramGrid_mlp, \n"," pipeline_fn = scaled_pipeline, \n"," model_type='mlp', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a3e06891-47a6-4640-816b-88023797eff6","showTitle":false,"title":""}},"source":["## Evaluate MLP Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"745a0f08-7aae-4262-81f4-05384cc6b2a5","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of mlp\n"," Train Test\n","ROC AUC 0.519 0.513\n","F2 Score 0.097 0.076\n","Recall 0.080 0.065\n","Precision 0.651 0.256\n","Accuracy 0.519 0.806\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of mlp\n Train Test\nROC AUC 0.519 0.513\nF2 Score 0.097 0.076\nRecall 0.080 0.065\nPrecision 0.651 0.256\nAccuracy 0.519 0.806\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlpModel, pred_result_mlp = validation(full_train_df, full_test_df, sampling ='down',\n"," model_type = 'mlp', \n"," best_parameters = mlp_best_parameters, \n"," pipeline_fn = scaled_pipeline\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"58e39286-2884-42fe-a706-5e7379c408ac","showTitle":false,"title":""}},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa09979b-e95c-4e45-9e53-db8f83bc6b45","showTitle":false,"title":""}},"outputs":[],"source":["# # https://github.com/maxpumperla/elephas\n","\n","# !pip install elephas"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a98e2f78-324f-4028-90c9-818515c7b076","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpyspark\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 2\u001b[0;31m \u001b[0mconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetAppName\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Elephas_App'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetMaster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'local[8]'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0msc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/conf.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, loadDefaults, _jvm, _jconf)\u001b[0m\n","\u001b[1;32m 129\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m_jvm\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 130\u001b[0m \u001b[0;31m# JVM is created, so create self._jconf directly through JVM\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 131\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_jvm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloadDefaults\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 132\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 133\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1583\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1584\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_gateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1585\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1586\u001b[0m answer, self._gateway_client, None, self._fqn)\n","\u001b[1;32m 1587\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\u001b[1;32m 329\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 330\u001b[0;31m raise Py4JError(\n","\u001b[0m\u001b[1;32m 331\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}. Trace:\\n{3}\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 332\u001b[0m format(target_id, \".\", name, value))\n","\n","\u001b[0;31mPy4JError\u001b[0m: An error occurred while calling None.org.apache.spark.SparkConf. Trace:\n","py4j.security.Py4JSecurityException: Constructor public org.apache.spark.SparkConf(boolean) is not whitelisted.\n","\tat py4j.security.WhitelistingPy4JSecurityManager.checkConstructor(WhitelistingPy4JSecurityManager.java:451)\n","\tat py4j.Gateway.invoke(Gateway.java:256)\n","\tat py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)\n","\tat py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)\n","\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n","\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n","\tat java.lang.Thread.run(Thread.java:748)\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpyspark\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetAppName\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Elephas_App'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetMaster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'local[8]'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0msc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/conf.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, loadDefaults, _jvm, _jconf)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m_jvm\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 130\u001b[0m \u001b[0;31m# JVM is created, so create self._jconf directly through JVM\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 131\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_jvm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloadDefaults\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 132\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 133\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1583\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1584\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_gateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1585\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1586\u001b[0m answer, self._gateway_client, None, self._fqn)\n\u001b[1;32m 1587\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\u001b[1;32m 329\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 330\u001b[0;31m raise Py4JError(\n\u001b[0m\u001b[1;32m 331\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}. Trace:\\n{3}\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 332\u001b[0m format(target_id, \".\", name, value))\n\n\u001b[0;31mPy4JError\u001b[0m: An error occurred while calling None.org.apache.spark.SparkConf. Trace:\npy4j.security.Py4JSecurityException: Constructor public org.apache.spark.SparkConf(boolean) is not whitelisted.\n\tat py4j.security.WhitelistingPy4JSecurityManager.checkConstructor(WhitelistingPy4JSecurityManager.java:451)\n\tat py4j.Gateway.invoke(Gateway.java:256)\n\tat py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)\n\tat py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)\n\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n\tat java.lang.Thread.run(Thread.java:748)\n\n","errorSummary":"py4j.security.Py4JSecurityException: Constructor public org.apache.spark.SparkConf(boolean) is not whitelisted.","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# from pyspark import SparkContext, SparkConf\n","# conf = SparkConf().setAppName('Elephas_App').setMaster('local[8]')\n","# sc = SparkContext(conf=conf)"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":4},"notebookName":"w261_modelling_dev-feature_selection_mlflow","notebookOrigID":1215577238249790,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} diff --git a/phase_4_models/w261_modelling_dev-modeltuning.html b/phase_4_models/w261_modelling_dev-modeltuning.html new file mode 100644 index 0000000..116e73c --- /dev/null +++ b/phase_4_models/w261_modelling_dev-modeltuning.html @@ -0,0 +1,43 @@ + + + + +w261_modelling_dev-modeltuning - Databricks + + + + + + + + + + + + + + + + + + diff --git a/phase_4_models/w261_modelling_dev-modeltuning.ipynb b/phase_4_models/w261_modelling_dev-modeltuning.ipynb new file mode 100644 index 0000000..86a90f0 --- /dev/null +++ b/phase_4_models/w261_modelling_dev-modeltuning.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"10050de4-6811-4530-9b88-ed9ca506b0cf","showTitle":false,"title":""}},"source":["# Baseline and model pipelines"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"507d4477-0b97-44b3-adf6-5ba393c5cd2b","showTitle":false,"title":""}},"outputs":[],"source":["blob_container = \"\" # The name of your container created in https://portal.azure.com\n","storage_account = \"\" # The name of your Storage account created in https://portal.azure.com\n","secret_scope = \"\" # The name of the scope created in your local computer using the Databricks CLI\n","secret_key = \"\" # The name of the secret key created in your local computer using the Databricks CLI \n","blob_url = f\"wasbs://{blob_container}@{storage_account}.blob.core.windows.net\"\n","mount_path = \"/mnt/mids-w261\"\n","\n","spark.conf.set(\n"," f\"fs.azure.sas.{blob_container}.{storage_account}.blob.core.windows.net\",\n"," dbutils.secrets.get(scope = secret_scope, key = secret_key)\n",")\n","\n","data_BASE_DIR = \"dbfs:/mnt/mids-w261/datasets_final_project_2022/\""]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa24958a-96cb-4bbe-a480-ba16e49fbe82","showTitle":false,"title":""}},"source":["## Imports"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d6e696ef-1dde-48dd-aa60-a4b08bc30d85","showTitle":false,"title":""}},"outputs":[],"source":["import math\n","import pandas as pd\n","import numpy as np\n","import numpy as np\n","import matplotlib.pyplot as plt\n","%matplotlib inline\n","import seaborn as sns\n","import random\n","import itertools\n","from datetime import datetime\n","\n","# Basic Functions\n","from pyspark.sql import functions as f\n","from pyspark.sql import SQLContext\n","from pyspark.sql.functions import monotonically_increasing_id\n","from pyspark.sql.functions import isnan, when, count, col, isnull, percent_rank, round, ceil, floor\n","from pyspark.sql.types import StructType, StructField, StringType, DoubleType, IntegerType, NullType, ShortType, DateType, BooleanType, BinaryType, FloatType\n"," \n","# For feature engineering\n","from pyspark.ml.feature import StandardScaler, MinMaxScaler, VectorAssembler, VectorIndexer, StringIndexer, OneHotEncoder, ChiSqSelector, Bucketizer, Imputer\n","from pyspark.ml import Pipeline\n","from pyspark.ml.linalg import Vectors\n","from pyspark.ml.stat import Correlation\n","from pyspark.ml.feature import VectorAssembler\n","from pyspark.sql.window import Window\n","from pyspark.streaming import StreamingContext\n","from pyspark.sql import Row\n","from functools import reduce\n","from pyspark.sql.functions import rand,col,when,concat,substring,lit,udf,lower,sum as ps_sum,count as ps_count,row_number\n","from pyspark.sql.window import *\n","from pyspark.sql import DataFrame\n","from pyspark.ml.feature import VectorAssembler,BucketedRandomProjectionLSH,VectorSlicer\n","from pyspark.ml.linalg import Vectors,VectorUDT\n","from pyspark.sql.functions import array, create_map, struct\n"," \n","# For Modeling\n","from pyspark.ml.classification import LogisticRegression, DecisionTreeClassifier, LinearSVC, RandomForestClassifier, GBTClassifier, MultilayerPerceptronClassifier\n","from pyspark.ml.tuning import CrossValidator, ParamGridBuilder\n","from pyspark.ml import Pipeline\n","from pyspark.ml.linalg import Vectors\n","from pyspark.ml.evaluation import BinaryClassificationEvaluator\n","from pyspark.mllib.evaluation import BinaryClassificationMetrics, MulticlassMetrics\n","from sklearn.metrics import classification_report\n","from sklearn.metrics import precision_recall_curve, plot_roc_curve\n","\n","# Experimentation Tracking and Hyperparamterization\n","import mlflow\n","from mlflow.tracking import MlflowClient\n","from hyperopt import fmin, tpe, hp, SparkTrials, Trials, STATUS_OK\n","from hyperopt.pyll import scope\n","import shap"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d8b568b2-ab02-4912-8b8d-00431b3c9852","showTitle":false,"title":""}},"source":["# Model Pipeline (RUN ALL)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"81a681ec-3701-466f-a4c4-374a4a564909","showTitle":false,"title":""}},"source":["## General Functions"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2f9aa698-540b-4fa4-bde2-12503ce7ab52","showTitle":false,"title":""}},"outputs":[],"source":["def read_clean(parquet_string): \n"," dataset = spark.read.parquet(f\"{blob_url}/{parquet_string}\")\n","\n"," dataset = dataset.where(\"DEP_DEL15 is not NULL\")\n","\n"," dataset = dataset.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n"," dataset= dataset.withColumnRenamed(\"DEP_DEL15\", \"label\")\n"," dataset= dataset.withColumn(\"HOUR_DEPT\", substring('DEP_TIME_BLK',1,4))\n"," \n"," for col_name in cont_feat:\n"," dataset = dataset.withColumn(col_name, col(col_name).cast('float'))\n"," dataset = dataset.na.drop(subset=[\"ORIGIN_HourlyStationPressure\",\n"," \"DEST_HourlyStationPressure\",\n"," \"ORIGIN_HourlyDryBulbTemperature\",\n"," \"DEST_HourlyDryBulbTemperature\",\n"," \"ORIGIN_HourlyVisibility\",\n"," \"DEST_HourlyVisibility\"])\\\n"," .fillna(0, subset=[\"ORIGIN_HourlyPrecipitation\",\n"," \"ORIGIN_HourlyWindDirection\",\n"," \"ORIGIN_HourlyWindSpeed\",\n"," \"DEST_HourlyPrecipitation\",\n"," \"DEST_HourlyWindDirection\",\n"," \"DEST_HourlyWindSpeed\"])\\\n"," .withColumn(\"ORIGIN_HourlyVisibility\", f.when(f.col(\"ORIGIN_HourlyVisibility\") >= 30, 30).otherwise(col(\"ORIGIN_HourlyVisibility\")))\\\n"," .withColumn(\"DEST_HourlyVisibility\", f.when(f.col(\"DEST_HourlyVisibility\") >= 30, 30).otherwise(col(\"DEST_HourlyVisibility\")))\\\n"," .withColumn(\"ORIGIN_HourlyWindSpeed\", f.when(f.col(\"ORIGIN_HourlyWindSpeed\") >= 80, 80).otherwise(col(\"ORIGIN_HourlyWindSpeed\")))\\\n"," .withColumn(\"DEST_HourlyWindSpeed\", f.when(f.col(\"DEST_HourlyWindSpeed\") >= 80, 80).otherwise(col(\"DEST_HourlyWindSpeed\")))\\\n"," .fillna(0,subset=['N1h_sum',\n"," 'N2h_sum',\n"," 'N3h_sum',\n"," 'N4h_sum',\n"," 'N5h_sum',\n"," 'N6h_sum',\n"," 'N7h_sum',\n"," 'N8h_sum',\n"," 'N9h_sum',\n"," 'N10h_sum',\n"," 'N11h_sum',\n"," 'N12h_sum'])\\\n"," .fillna(0,subset=['Q1h_sum',\n"," 'Qs1h_sum',\n"," 'Q2h_sum',\n"," 'Qs2h_sum',\n"," 'Q3h_sum',\n"," 'Qs3h_sum',\n"," 'Q4h_sum',\n"," 'Qs4h_sum',\n"," 'Q5h_sum',\n"," 'Qs5h_sum',\n"," 'Q6h_sum',\n"," 'Qs6h_sum',\n"," 'Q7h_sum',\n"," 'Qs7h_sum',\n"," 'Q8h_sum',\n"," 'Qs8h_sum',\n"," 'Q9h_sum',\n"," 'Qs9h_sum',\n"," 'Q10h_sum',\n"," 'Qs10h_sum',\n"," 'Q11h_sum',\n"," 'Qs11h_sum',\n"," 'Q12h_sum',\n"," 'Qs12h_sum'])\\\n"," .fillna(1,subset=['R1h',\n"," 'R2h',\n"," 'R3h',\n"," 'R4h',\n"," 'R5h',\n"," 'R6h',\n"," 'R7h',\n"," 'R8h',\n"," 'R9h',\n"," 'R10h',\n"," 'R11h',\n"," 'R12h'])\n"," return dataset\n","\n","\n","def create_parameters(parameter_grid):\n"," param_names = list(parameter_grid.keys())\n"," param_values = parameter_grid.values()\n"," combinations = list(itertools.product(*param_values))\n"," return (param_names, combinations)\n"," \n","def downsample(train_df):\n"," n_delays = train_df.filter(f.col(\"label\") == 1).count()\n"," n_no_delays = train_df.filter(f.col(\"label\") == 0).count()\n","\n"," total = n_delays + n_no_delays\n"," keep_percent = n_delays / n_no_delays\n","\n"," train_delay = train_df.filter(f.col('label') == 1)\n"," train_non_delay = train_df.filter(f.col('label') == 0).sample(withReplacement=False,fraction=keep_percent,seed=741) \n"," train_downsampled = train_delay.union(train_non_delay)\n"," return train_downsampled \n"," \n","def get_metrics(pred_df):\n"," preds_mc_rdd = pred_df.select(['prediction', 'label']).rdd\n"," preds_b_rdd = pred_df.select('label','probability').rdd.map(lambda row: (float(row['probability'][1]), float(row['label'])))\n"," metrics_mc = MulticlassMetrics(preds_mc_rdd)\n"," metrics_b = BinaryClassificationMetrics(preds_b_rdd)\n"," F2 = np.round(metrics_mc.fMeasure(label=1.0, beta=2.0), 4)\n"," au_ROC = metrics_b.areaUnderROC\n"," return F2, au_ROC"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ae7d7514-e035-4e88-ad81-080098086f7e","showTitle":false,"title":""}},"source":["## Specify Model Pipelines"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"917ecaae-2550-440b-a750-803211791da7","showTitle":false,"title":""}},"outputs":[],"source":["# def tree_pipeline(model):\n"," \n","# \"\"\"Pipeline for tree models - DT, RF, GBT\"\"\" \n","\n","# assembler_cont = VectorAssembler(inputCols=cont_feat,\n","# outputCol=\"cont_features\")\n"," \n","# #Categorical Features that need to be binned before being used as categorical variables\n","# # columns_to_bucketize = ['wind_dir_avg_origin', 'wind_dir_avg_dest']\n","# # splits = [[i for i in range(0,361,20)], [i for i in range(0,361,20)]]\n","# # bucketizer = Bucketizer(splitsArray=splits, inputCols=columns_to_bucketize, outputCols=[c+\"_bucketized\" for c in columns_to_bucketize])\n","\n","# indexer = StringIndexer(inputCols=columns_categorical,\n","# outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], \n","# outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# assembler_categ = VectorAssembler(inputCols= [x+\"_OHE\" for x in columns_categorical],\n","# outputCol=\"cat_features\")\n","\n","# assembler = VectorAssembler(inputCols= [\"cat_features\", \"cont_features\"],\n","# outputCol=\"features\")\n","\n","\n","# pipeline = Pipeline(stages=[assembler_cont, #bucketizer, \n","# indexer, ohe, assembler_categ, assembler, model]) \n","# return pipeline\n","\n","def tree_pipeline(model):\n"," \n"," \"\"\"Pipeline for tree models - DT, RF, GBT\"\"\" \n","\n"," stages_list = []\n"," inputCols_list = []\n"," \n"," if len(cont_feat) > 0:\n"," assembler_cont = VectorAssembler(inputCols=cont_feat, outputCol=\"cont_features\")\n"," \n"," assemblers = [VectorAssembler(inputCols=[c], outputCol=c + \"_vec\") for c in cont_feat]\n"," \n"," stages_list += assemblers\n"," inputCols_list += [c + \"_vec\" for c in cont_feat]\n"," \n"," if len(columns_categorical) > 0:\n"," indexer = StringIndexer(inputCols=columns_categorical, outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," assembler_categ = VectorAssembler(inputCols= [c+\"_OHE\" for c in columns_categorical], outputCol=\"cat_features\")\n"," \n"," stages_list += [indexer, ohe, assembler_categ]\n"," inputCols_list.append(\"cat_features\")\n"," \n"," assembler = VectorAssembler(inputCols= inputCols_list, outputCol=\"features\")\n"," \n"," stages_list += [assembler, model]\n"," \n"," return Pipeline(stages=stages_list)\n"," \n","# def scaled_pipeline(model):\n"," \n","# \"\"\"Pipeline for Logistic Regression and MLP\"\"\" \n","\n","# assembler_cont = VectorAssembler(inputCols=cont_feat,\n","# outputCol=\"cont_features\")\n"," \n","# scaler = MinMaxScaler(inputCol=\"cont_features\", outputCol=\"cont_features_scaled\")\n"," \n","# indexer = StringIndexer(inputCols=columns_categorical,\n","# outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], \n","# outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n","# assembler_categ = VectorAssembler(inputCols= [x+\"_OHE\" for x in columns_categorical],\n","# outputCol=\"cat_features\")\n","\n","# assembler = VectorAssembler(inputCols= [\"cat_features\", \"cont_features_scaled\"],\n","# outputCol=\"features\")\n"," \n","\n","# pipeline = Pipeline(stages=[assembler_cont, scaler, indexer, ohe, assembler_categ, assembler, model]) \n"," \n","# return pipeline\n","\n","def scaled_pipeline(model):\n"," \n"," \"\"\"Pipeline for Logistic Regression and MLP\"\"\" \n"," stages_list = []\n"," inputCols_list = []\n"," \n"," if len(cont_feat) > 0:\n"," assembler_cont = VectorAssembler(inputCols=cont_feat, outputCol=\"cont_features\")\n"," scaler = MinMaxScaler(inputCol=\"cont_features\", outputCol=\"cont_features_scaled\")\n"," \n"," assemblers = [VectorAssembler(inputCols=[c], outputCol=c + \"_vec\") for c in cont_feat]\n"," scalers = [MinMaxScaler(inputCol=c + \"_vec\", outputCol=c + \"_scaled\") for c in cont_feat]\n"," \n"," stages_list += assemblers\n"," stages_list += scalers\n"," inputCols_list += [c + \"_scaled\" for c in cont_feat]\n"," \n"," if len(columns_categorical) > 0:\n"," indexer = StringIndexer(inputCols=columns_categorical, outputCols=[c+\"_indexed\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," ohe = OneHotEncoder(inputCols=[c+\"_indexed\" for c in columns_categorical], outputCols= [c+\"_OHE\" for c in columns_categorical]).setHandleInvalid(\"keep\")\n","\n"," assembler_categ = VectorAssembler(inputCols= [c+\"_OHE\" for c in columns_categorical], outputCol=\"cat_features\")\n"," \n"," stages_list += [indexer, ohe, assembler_categ]\n"," inputCols_list.append(\"cat_features\")\n"," \n"," assembler = VectorAssembler(inputCols= inputCols_list, outputCol=\"features\")\n"," \n"," stages_list += [assembler, model]\n"," \n"," return Pipeline(stages=stages_list) #[assembler_cont, scaler, indexer, ohe, assembler_categ, assembler, model])\n","\n","\n","def get_model(model_type, pipeline_fn, p):\n"," \"\"\"\n"," Input: name of model, the pipeline function for that model and a set of parameters\n"," Output: a pipeline object for the input model type\n"," \"\"\"\n"," if model_type == 'dt':\n"," dt = DecisionTreeClassifier(labelCol='label', featuresCol='features', impurity='gini',\n"," maxDepth=p[0], \n"," maxBins=p[1])\n"," \n"," pipeline = pipeline_fn(dt) \n"," \n"," elif model_type == 'rf':\n"," rf = RandomForestClassifier(labelCol='label', featuresCol='features', \n"," maxDepth=p[0],\n"," numTrees=p[1],\n"," maxBins=p[2]) \n"," \n"," pipeline = pipeline_fn(rf)\n"," \n"," elif model_type == 'gbt':\n"," gbt = GBTClassifier(labelCol='label', featuresCol='features',\n"," maxDepth=p[0],\n"," maxBins=p[1],\n"," maxIter=p[2])\n","\n"," pipeline = pipeline_fn(gbt)\n"," \n"," elif model_type == 'logr':\n"," logr = LogisticRegression(labelCol='label', featuresCol='features',\n"," maxIter=p[0],\n"," regParam=p[1],\n"," elasticNetParam=p[2]) # CHANGE\n","\n"," pipeline = pipeline_fn(logr)\n"," \n"," elif model_type == 'mlp':\n"," mlp = MultilayerPerceptronClassifier(labelCol='label', featuresCol='features',\n"," maxIter=p[0], \n"," layers=p[1], \n"," #blockSize=p[2], \n"," seed=741)\n","\n"," pipeline = pipeline_fn(mlp)\n","\n"," return pipeline"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c2c4922e-c7a0-47f7-865e-b879d543b31d","showTitle":false,"title":""}},"source":["## SMOTE implementation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0436db0b-6994-4742-b5b0-1545728ad79a","showTitle":false,"title":""}},"outputs":[],"source":["#create smote_config class\n","class smote_config():\n"," def __init__(self,seed,bucketLength,k,multiplier):\n"," self.seed = seed\n"," self.bucketLength = bucketLength\n"," self.k = k\n"," self.multiplier = multiplier\n"," \n","#example SMOTE parameters: 12345 seed, bucket length = 1, k = 1, multiplier = 4 \n","smote_params = smote_config(12345,1,1,4)\n","\n","#pre-process df for use in SMOTE\n","def pre_smote_df_process(df,num_cols,cat_cols,target_col,index_suffix=\"_index\"):\n"," '''\n"," string indexer and vector assembler\n"," inputs:\n"," * df: spark df\n"," * num_cols: list of numerical cols to be assembled\n"," * cat_cols: list of categorical cols to be stringindexed\n"," * target_col: prediction target\n"," * index_suffix: will be the suffix after string indexing\n"," output:\n"," * vectorized: spark df, after stringindex and vector assemble, ready for smote\n"," '''\n"," \n"," if target_col in num_cols:\n"," #if array_contains()\n"," num_cols.remove(target_col)\n","\n"," # only assembled numeric columns into features\n"," assembler = VectorAssembler(inputCols = num_cols, outputCol = 'features')\n"," \n"," # index the string cols, except the label col\n"," assemble_stages = [StringIndexer(inputCol=column, outputCol=column+index_suffix).fit(df).setHandleInvalid(\"keep\") for column in list(set(cat_cols)-set([target_col]))]\n"," \n"," # add the stage of numerical vector assembler\n"," assemble_stages.append(assembler)\n"," pipeline = Pipeline(stages=assemble_stages)\n"," pos_vectorized = pipeline.fit(df).transform(df)\n"," \n"," # drop original num cols and cat cols\n"," drop_cols = num_cols+cat_cols\n"," \n"," keep_cols = [a for a in pos_vectorized.columns if a not in drop_cols]\n"," \n"," vectorized = pos_vectorized.select(*keep_cols).withColumn('label',pos_vectorized[target_col]).drop(target_col)\n"," \n"," return vectorized\n","\n","def smote(vectorized_sdf,smote_config):\n"," '''\n"," contains logic to perform smote oversampling, given a spark df with 2 classes\n"," inputs:\n"," * vectorized_sdf: cat cols are already stringindexed, num cols are assembled into 'features' vector\n"," df target col should be 'label'\n"," * smote_config: config obj containing smote parameters\n"," output:\n"," * oversampled_df: spark df after smote oversampling\n"," '''\n"," dataInput_min = vectorized_sdf[vectorized_sdf['label'] == 1]\n"," dataInput_maj = vectorized_sdf[vectorized_sdf['label'] == 0]\n"," \n"," # LSH, bucketed random projection\n"," brp = BucketedRandomProjectionLSH(inputCol=\"features\", outputCol=\"hashes\",seed=smote_config.seed, bucketLength=smote_config.bucketLength)\n"," # smote only applies on existing minority instances \n"," model = brp.fit(dataInput_min)\n"," model.transform(dataInput_min)\n","\n"," # here distance is calculated from brp's param inputCol\n"," self_join_w_distance = model.approxSimilarityJoin(dataInput_min, dataInput_min, float(\"inf\"), distCol=\"EuclideanDistance\")\n","\n"," # remove self-comparison (distance 0)\n"," self_join_w_distance = self_join_w_distance.filter(self_join_w_distance.EuclideanDistance > 0)\n","\n"," over_original_rows = Window.partitionBy(\"datasetA\").orderBy(\"EuclideanDistance\")\n","\n"," self_similarity_df = self_join_w_distance.withColumn(\"r_num\", F.row_number().over(over_original_rows))\n","\n"," self_similarity_df_selected = self_similarity_df.filter(self_similarity_df.r_num <= smote_config.k)\n","\n"," over_original_rows_no_order = Window.partitionBy('datasetA')\n","\n"," # list to store batches of synthetic data\n"," res = []\n"," \n"," # two udf for vector add and subtract, subtraction include a random factor [0,1]\n"," subtract_vector_udf = F.udf(lambda arr: random.uniform(0, 1)*(arr[0]-arr[1]), VectorUDT())\n"," add_vector_udf = F.udf(lambda arr: arr[0]+arr[1], VectorUDT())\n"," \n"," # retain original columns\n"," original_cols = dataInput_min.columns\n"," \n"," for i in range(smote_config.multiplier):\n"," print(\"generating batch %s of synthetic instances\"%i)\n"," # logic to randomly select neighbour: pick the largest random number generated row as the neighbour\n"," df_random_sel = self_similarity_df_selected.withColumn(\"rand\", F.rand()).withColumn('max_rand', F.max('rand').over(over_original_rows_no_order))\\\n"," .where(F.col('rand') == F.col('max_rand')).drop(*['max_rand','rand','r_num'])\n"," # create synthetic feature numerical part\n"," df_vec_diff = df_random_sel.select('*', subtract_vector_udf(F.array('datasetA.features', 'datasetB.features')).alias('vec_diff'))\n"," df_vec_modified = df_vec_diff.select('*', add_vector_udf(F.array('datasetA.features', 'vec_diff')).alias('features'))\n"," \n"," # for categorical cols, either pick original or the neighbour's cat values\n"," for c in original_cols:\n"," # randomly select neighbour or original data\n"," col_sub = random.choice(['datasetA','datasetB'])\n"," val = \"{0}.{1}\".format(col_sub,c)\n"," if c != 'features':\n"," # do not unpack original numerical features\n"," df_vec_modified = df_vec_modified.withColumn(c,F.col(val))\n"," \n"," # this df_vec_modified is the synthetic minority instances,\n"," df_vec_modified = df_vec_modified.drop(*['datasetA','datasetB','vec_diff','EuclideanDistance'])\n"," \n"," res.append(df_vec_modified)\n"," \n"," dfunion = reduce(DataFrame.unionAll, res)\n"," # union synthetic instances with original full (both minority and majority) df\n"," oversampled_df = dfunion.union(vectorized_sdf.select(dfunion.columns))\n"," \n"," return oversampled_df\n","\n","def SMOTE_pipeline(df,num_cols,cat_cols,target_col,vectorized_sdf,smote_params):\n"," \n"," return smote(pre_smote_df_process(df,num_cols,cat_cols,target_col,index_suffix=\"_index\"),smote_params)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"d48b05e0-d934-4386-b33c-3ab29e916077","showTitle":false,"title":""}},"source":["## BlockedTS CV and Evaluation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c9c49e63-b22b-44c7-8788-5a8c5f8cbf33","showTitle":false,"title":""}},"outputs":[],"source":["def blocktimeSeriesCV(parquet_string, sampling, param_grid, pipeline_fn, model_type, k=6, metric='f2'):\n"," \"\"\"\n"," Blocked time series function, which also utilizes down sampling\n"," User inputs: \n"," Parquet String: \"full\", 1,2,3,4,5\n"," k: k number of folds works\n"," metric: f2 or au_roc\n"," \"\"\"\n"," best_score = 0\n"," best_param_vals = None\n","\n"," parameter_names, parameters = create_parameters(param_grid)\n","\n"," for p in parameters:\n"," pipeline = get_model(model_type, pipeline_fn, p)\n"," \n"," scores=[]\n"," \n"," # Print parameter set\n"," param_print = {x[0]:x[1] for x in zip(parameter_names,p)}\n"," print(f\"Parameters: {param_print}\") \n"," \n"," if parquet_string == \"full\":\n"," for i in range(1,6):\n"," try:\n"," \n"," train_df = read_clean(f\"train_delay_set{i}\").cache()\n"," dev_df = read_clean(f\"dev_delay_set{i}\").cache()\n"," dev_df.count() # CHANGES MADE\n","\n"," if sampling == 'down':\n"," train_df = downsample(train_df)\n"," train_df = train_df.cache()\n"," train_df.count() # CHANGES MADE\n"," \n"," elif sampling == 'SMOTE':\n"," pass\n"," \n"," except Exception as e:\n"," print(e)\n","\n"," # Fit params on the model\n"," model = pipeline.fit(train_df)\n"," dev_pred = model.transform(dev_df)\n","\n"," if metric=='f2':\n"," score = get_metrics(dev_pred)[0]\n"," elif metric=='au_roc':\n"," score = get_metrics(dev_pred)[1]\n"," scores.append(score)\n"," print(f' Number of training observations for fold number {i} is {train_df.count():,} with a {metric} score of {score:.2f}')\n"," print('------------------------------------------------------------')\n"," # Set best parameter set to current one for first fold\n"," if best_param_vals == None:\n"," best_param_vals = p\n","\n"," else:\n"," for i in range(k):\n","\n","# df = spark.read.parquet(f\"{blob_url}/train_qrn_set{parquet_string}\").cache()\n"," df = read_clean(f\"train_delay_set{parquet_string}\").cache()\n"," n = df.count()\n","\n"," df = df.withColumn(\"row_id\", f.row_number().over(Window.partitionBy().orderBy(\"FL_DATE\")))\n"," chunk_size = int(n/(k+1))\n","\n"," print(f'Number of validation observations for each fold is {chunk_size:,}')\n"," print(\"************************************************************\")\n","\n"," dev_df = df.filter((f.col('row_id') > chunk_size * (i+1))&(f.col('row_id') <= chunk_size * (i+2))).cache()\n"," dev_df.count() # CHANGES MADE\n"," train_df = df.filter((f.col('row_id') > chunk_size * i)&(f.col('row_id') <= chunk_size * (i+1))).cache()\n","\n"," if sampling == 'down':\n"," train_df = downsample(train_df)\n"," train_df = train_df.cache()\n"," train_df.count() # CHANGES MADE\n"," \n"," elif sampling == 'SMOTE':\n"," pass\n"," \n"," # Fit params on the model\n"," model = pipeline.fit(train_df)\n"," dev_pred = model.transform(dev_df)\n"," if metric=='f2':\n"," score = get_metrics(dev_pred)[0]\n"," elif metric=='au_roc':\n"," score = get_metrics(dev_pred)[1]\n"," scores.append(score)\n"," print(f' Number of training observations for fold number {i+1} is {train_df.count():,} with a {metric} score of {score:.2f}') \n"," print('------------------------------------------------------------')\n","\n"," # Set best parameter set to current one for first fold\n"," if best_param_vals == None:\n"," best_param_vals = p\n","\n"," # Take average of all scores\n"," avg_score = np.average(scores) \n","\n"," # Update best score and parameter set to reflect optimal dev performance\n"," if avg_score > best_score:\n"," previous_best = best_score\n"," best_score = avg_score\n"," best_parameters = param_print\n"," best_param_vals = p\n"," print(f'{metric} was BETTER, new best score of {best_score:.2f}')\n","\n"," else:\n"," print(f'{metric} was NOT BETTER, score was {avg_score:.2f} with best {metric} score {best_score:.2f}')\n","\n"," print('Training on full train dataset, and validating on dev dataset with best parameters from CV:')\n"," print(best_parameters)\n","\n"," return best_parameters, best_score\n","\n","def evaluate(model, preds_train, preds_valid, classifier_name, hyperparams, x_test):\n"," rdd_train_b = preds_train.select('label','probability').rdd.map(lambda row: (float(row['probability'][1]), float(row['label'])))\n"," rdd_valid_b = preds_valid.select('label','probability').rdd.map(lambda row: (float(row['probability'][1]), float(row['label'])))\n"," rdd_train_m = preds_train.select(['prediction', 'label']).rdd\n"," rdd_valid_m = preds_valid.select(['prediction', 'label']).rdd\n","\n"," metrics_b_train = BinaryClassificationMetrics(rdd_train_b)\n"," metrics_m_train = MulticlassMetrics(rdd_train_m)\n"," metrics_b_valid = BinaryClassificationMetrics(rdd_valid_b)\n"," metrics_m_valid = MulticlassMetrics(rdd_valid_m)\n","\n"," # pull metrics\n"," results_pd = pd.DataFrame({\n"," ' ' : ['Train', 'Test'],\n"," 'ROC AUC' : [metrics_b_train.areaUnderROC, metrics_b_valid.areaUnderROC],\n"," 'F2 Score' : [metrics_m_train.fMeasure(label=1.0, beta=2.0), metrics_m_valid.fMeasure(1.0, beta=2.0)],\n"," 'Recall' : [metrics_m_train.recall(label=1), metrics_m_valid.recall(label=1)],\n"," 'Precision' : [metrics_m_train.precision(1), metrics_m_valid.precision(1)],\n"," 'Accuracy' : [metrics_m_train.accuracy, metrics_m_valid.accuracy]})\n"," results_pd = results_pd.set_index(' ')\n"," # print/plot results & pprint results\n"," pd.set_option(\"display.precision\", 3)\n"," print(classifier_name)\n"," print(results_pd.T)\n"," \n"," # Confusion Matrix\n"," cm = metrics_m_valid.confusionMatrix().toArray()\n"," confusion_matrix = pd.DataFrame(cm)\n"," \n"," # Log to mlflow\n"," mlflow.log_metric(f\"train_areaUnderROC\", metrics_b_train.areaUnderROC)\n"," mlflow.log_metric(f\"train_precision\", metrics_m_train.precision(1))\n"," mlflow.log_metric(f\"train_recall\", metrics_m_train.recall(label=1))\n"," mlflow.log_metric(f\"train_fMeasure\", metrics_m_train.fMeasure(1.0, beta=2.0))\n"," \n"," mlflow.log_metric(f\"test_areaUnderROC\", metrics_b_valid.areaUnderROC)\n"," mlflow.log_metric(f\"test_precision\", metrics_m_valid.precision(1))\n"," mlflow.log_metric(f\"test_recall\", metrics_m_valid.recall(label=1))\n"," mlflow.log_metric(f\"test_fMeasure\", metrics_m_valid.fMeasure(1.0, beta=2.0))\n"," mlflow.log_metric(f\"truePositive\", confusion_matrix.iloc[1,1])\n"," mlflow.log_metric(f\"trueNegative\", confusion_matrix.iloc[0,0])\n"," mlflow.log_metric(f\"falsePositive\", confusion_matrix.iloc[0,1])\n"," mlflow.log_metric(f\"falseNegative\", confusion_matrix.iloc[1,0]) \n"," \n"," # Plot confusion matrix (normalized)\n","# confusion_matrix_norm = confusion_matrix.astype('float') / confusion_matrix.sum(axis=1)[:, np.newaxis]\n","# sns.heatmap(confusion_matrix, annot=True, cmap='rocket', fmt=\".2%\", ax=axes)\n"," \n"," # Plot confusion matrix\n"," cmap='OrRd'\n"," fig, axes = plt.subplots(nrows=1, ncols=1, figsize=(8, 8))\n"," sns.heatmap(confusion_matrix, annot=True, cmap=cmap, fmt=\",\", ax=axes)\n"," size = int(preds_valid.count())\n"," size = f'{size:,}'\n"," axes.set_title(f'Confusion Matrix - {size} observations')\n"," axes.set_ylabel('Actual Values')\n"," axes.set_xlabel('Predicted Values')\n"," plt.show()\n"," \n"," try:\n"," feature_names = preds_valid.schema[\"features\"].metadata[\"ml_attr\"][\"attrs\"]\n"," feature_names_dict={}\n"," for key in feature_names.keys():\n"," for i in range(len(feature_names[key])):\n"," feature_names_dict[feature_names[key][i]['idx']]= feature_names[key][i]['name']\n","\n"," featureNames = pd.DataFrame(list(feature_names_dict.items()),columns = ['index','name'])\n"," tree = model.stages[-1]\n"," importance = tree.featureImportances\n"," imp = pd.DataFrame(data=importance.toArray())\n"," imp.rename(columns={0:'score'}, inplace=True)\n"," df1 = imp.sort_values('score', ascending=False).head(20)\n"," df1 = df1.reset_index()\n"," df2 = pd.merge(featureNames, df1, on='index')\n"," df2 = df2.sort_values('score', ascending=False)\n","\n"," sns.set(font_scale=1, style='whitegrid')\n"," plt.subplots(figsize=(10,8))\n"," ax = sns.barplot(x='score', y='name', data=df2)# , color=my_cmap)\n"," ax.set_xlabel('score')\n"," ax.set_title(f'{classifier_name} Feature Importance')\n"," \n"," except Exception as e:\n"," print(e)\n","\n","def validation(df, validate_df, sampling, model_type, pipeline_fn, best_parameters, comments):\n"," \"\"\" Validate on best average scored parameter set that maximized F2, using down sampling\"\"\"\n"," \n"," if sampling == 'down':\n"," train_df = downsample(df)\n"," train_df = train_df.cache()\n"," \n"," elif sampling == 'SMOTE':\n"," pass\n","\n"," best_params = list(best_parameters.values())\n","\n"," pipeline = get_model(model_type, pipeline_fn, best_params)\n"," \n"," # Log Validation Experiment\n"," mlflow.end_run()\n"," \n"," with mlflow.start_run(experiment_id=1215577238262466): # experiment id for feature selection tests\n"," \n"," dt_now = datetime.strftime(datetime.now(), \"%Y%m%d%H%M\")\n"," \n"," tags = {\n"," \"model_name\": model_type,\n"," \"run_date_time\": dt_now,\n"," \"comments\": comments\n"," }\n"," \n"," mlflow.set_tags(tags)\n"," mlflow.log_params(best_parameters)\n"," \n"," model = pipeline.fit(train_df)\n"," train_pred = model.transform(train_df)\n"," validate_pred = model.transform(validate_df)\n"," evaluate(model, train_pred, validate_pred, f' CV Result of {model_type}', best_parameters, validate_df)\n","\n"," return model, validate_pred"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"00f2c5d4-5fa2-4c55-b8b8-b6168b190c94","showTitle":false,"title":""}},"source":["## Ensemble Method"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"685a0e86-1b81-441f-8c83-6cb66d1ba411","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["def evaluate_ensemble_models(prediction_dfs, weights=None, method=\"majority\"):\n"," \n"," mlflow.end_run()\n"," with mlflow.start_run(experiment_id=1215577238262466): # hyper-param experiment\n"," \n"," dt_now = datetime.strftime(datetime.now(), \"%Y%m%d%H%M\")\n"," \n"," tags = {\n"," \"model_name\": 'ensemble', # ensemble\n"," \"run_date_time\": dt_now,\n"," \"comments\": 'dt - rf - gbt - mlp' # feed string\n"," }\n"," \n"," mlflow.set_tags(tags)\n"," \n"," ensemble_df = prediction_dfs[0].select(\"prediction\", \"label\", \"flight_id\")\\\n"," .withColumnRenamed(\"flight_id\", \"join_flight_id\").withColumnRenamed(\"prediction\", \"prediction_1\")\n"," i = 1\n"," for pred_df in prediction_dfs[1:]:\n"," i += 1\n"," pred_df = pred_df.select(\"prediction\", \"flight_id\")\\\n"," .withColumnRenamed(\"prediction\", f\"prediction_{i}\").withColumnRenamed(\"flight_id\", \"new_flight_id\")\n"," ensemble_df = ensemble_df.join(pred_df, ensemble_df.join_flight_id == pred_df.new_flight_id).drop(\"new_flight_id\")\n","\n"," ensemble_df = ensemble_df.withColumn('average_prediction', sum([ensemble_df[f\"prediction_{j}\"] for j in range(1, i + 1)])/i)\\\n"," .withColumn('majority_prediction', round('average_prediction'))\\\n"," .withColumn('positive_prediction', ceil('average_prediction').cast('double'))\\\n"," .withColumn('negative_prediction', floor('average_prediction').cast('double'))\n","\n","\n"," rdd_majority = ensemble_df.select(['label', 'majority_prediction']).rdd.map(lambda x: (x[1], x[0]))\n"," metrics_majority = MulticlassMetrics(rdd_majority)\n"," print('----------------')\n"," print('Majority Voting')\n"," print('F2 Score', metrics_majority.fMeasure(1.0, beta=2.0))\n"," print('Recall', metrics_majority.recall(label=1))\n"," print('Precision', metrics_majority.precision(1))\n"," print('Accuracy', metrics_majority.accuracy)\n","\n"," rdd_positive = ensemble_df.select(['label', 'positive_prediction']).rdd.map(lambda x: (x[1], x[0]))\n"," metrics_positive = MulticlassMetrics(rdd_positive)\n"," print('----------------')\n"," print('One Positive Voting')\n"," print('F2 Score', metrics_positive.fMeasure(1.0, beta=2.0))\n"," print('Recall', metrics_positive.recall(label=1))\n"," print('Precision', metrics_positive.precision(1))\n"," print('Accuracy', metrics_positive.accuracy)\n","\n"," rdd_negative = ensemble_df.select(['label', 'negative_prediction']).rdd.map(lambda x: (x[1], x[0]))\n"," metrics_negative = MulticlassMetrics(rdd_negative)\n"," print('----------------')\n"," print('One Negative Voting')\n"," print('F2 Score', metrics_negative.fMeasure(1.0, beta=2.0))\n"," print('Recall', metrics_negative.recall(label=1))\n"," print('Precision', metrics_negative.precision(1))\n"," print('Accuracy', metrics_negative.accuracy)\n","\n"," # Plot confusion matrix\n"," cm = metrics_positive.confusionMatrix().toArray()\n"," confusion_matrix = pd.DataFrame(cm)\n"," \n"," mlflow.log_metric(f\"test_precision\", metrics_positive.precision(1))\n"," mlflow.log_metric(f\"test_recall\", metrics_positive.recall(label=1))\n"," mlflow.log_metric(f\"test_fMeasure\", metrics_positive.fMeasure(1.0, beta=2.0))\n"," mlflow.log_metric(f\"truePositive\", confusion_matrix.iloc[1,1])\n"," mlflow.log_metric(f\"trueNegative\", confusion_matrix.iloc[0,0])\n"," mlflow.log_metric(f\"falsePositive\", confusion_matrix.iloc[0,1])\n"," mlflow.log_metric(f\"falseNegative\", confusion_matrix.iloc[1,0])\n"," \n"," return ensemble_df"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fbba74d1-b842-44a9-8120-6e3f15a72eae","showTitle":false,"title":""}},"source":["# RUN: Read Dataset (JOINED DATASET WITH DELAY FEATURES)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4b876edd-4121-4c0f-9b8c-f25c56ff1858","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[68]: 1057171"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[68]: 1057171","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["full_train_df = read_clean(f\"train_delay_set\").cache() # CHANGES MADE\n","full_train_df.count() # CHANGES MADE\n","\n","full_test_df = read_clean(f\"test_delay_set\").cache() # CHANGES MADE\n","full_test_df.count() # CHANGES MADE\n","\n","\n","yr_train_df = read_clean(f\"train_delay_set5\").cache()\n","yr_train_df.count()\n","\n","yr_test_df = read_clean(f\"dev_delay_set5\").cache()\n","yr_test_df.count()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"75461e00-6315-4fe1-b3c9-00be029b58ed","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[35]: ['hour_stamp',\n"," 'ORIGIN',\n"," 'MONTH',\n"," 'DAY_OF_MONTH',\n"," 'DAY_OF_WEEK',\n"," 'FL_DATE',\n"," 'OP_UNIQUE_CARRIER',\n"," 'OP_CARRIER_AIRLINE_ID',\n"," 'TAIL_NUM',\n"," 'ORIGIN_AIRPORT_ID',\n"," 'ORIGIN_STATE_ABR',\n"," 'DEST_AIRPORT_ID',\n"," 'DEST',\n"," 'DEST_STATE_ABR',\n"," 'CRS_DEP_TIME',\n"," 'DEP_TIME',\n"," 'DEP_DELAY',\n"," 'DEP_DELAY_NEW',\n"," 'label',\n"," 'DEP_DELAY_GROUP',\n"," 'DEP_TIME_BLK',\n"," 'CRS_ARR_TIME',\n"," 'ARR_TIME',\n"," 'ARR_DELAY',\n"," 'ARR_DELAY_NEW',\n"," 'ARR_DEL15',\n"," 'ARR_DELAY_GROUP',\n"," 'ARR_TIME_BLK',\n"," 'CANCELLED',\n"," 'DIVERTED',\n"," 'DISTANCE',\n"," 'DISTANCE_GROUP',\n"," 'CARRIER_DELAY',\n"," 'WEATHER_DELAY',\n"," 'NAS_DELAY',\n"," 'SECURITY_DELAY',\n"," 'LATE_AIRCRAFT_DELAY',\n"," 'YEAR',\n"," 'ORIGIN_icao',\n"," 'ORIGIN_iata',\n"," 'ORIGIN_airport_name',\n"," 'ORIGIN_airport_city',\n"," 'ORIGIN_airport_subd',\n"," 'ORIGIN_airport_country',\n"," 'ORIGIN_elevation',\n"," 'ORIGIN_airport_lat',\n"," 'ORIGIN_airport_lon',\n"," 'ORIGIN_airport_tz',\n"," 'flight_id',\n"," 'ORIGIN_FLIGHT_TIMESTAMP',\n"," 'HOUR_WEATHER_TIMESTAMP',\n"," 'WEATHER_TIMESTAMP',\n"," 'TWO_HOUR_WEATHER_TIMESTAMP',\n"," 'THREE_HOUR_WEATHER_TIMESTAMP',\n"," 'ORIGIN_STATION_ID',\n"," 'ORIGIN_STATION_NAME',\n"," 'ORIGIN_STATION_ELEVATION',\n"," 'ORIGIN_STATION_LATITUDE',\n"," 'ORIGIN_STATION_LONGITUDE',\n"," 'ORIGIN_WEATHER_DATE',\n"," 'ORIGIN_WEATHER_REPORT_TYPE',\n"," 'ORIGIN_WEATHER_SOURCE',\n"," 'ORIGIN_HourlyPrecipitation',\n"," 'ORIGIN_HourlyPresentWeatherType',\n"," 'ORIGIN_STATION_TIMESTAMP',\n"," 'HOUR_TIMESTAMP',\n"," 'ORIGIN_HourlyDewPointTemperature',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyWetBulbTemperature',\n"," 'ORIGIN_HourlyStationPressure',\n"," 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyVisibility',\n"," 'ORIGIN_AU_code',\n"," 'ORIGIN_AW_code',\n"," 'ORIGIN_MW_code',\n"," 'ORIGIN_AU_TS',\n"," 'ORIGIN_AU_ICE',\n"," 'ORIGIN_AU_SNOW',\n"," 'ORIGIN_AU_FOG',\n"," 'ORIGIN_AW_TS',\n"," 'ORIGIN_AW_ICE',\n"," 'ORIGIN_AW_SNOW',\n"," 'ORIGIN_AW_FOG',\n"," 'ORIGIN_MW_TS',\n"," 'ORIGIN_MW_ICE',\n"," 'ORIGIN_MW_SNOW',\n"," 'ORIGIN_MW_FOG',\n"," 'ORIGIN_TS',\n"," 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n"," 'ORIGIN_FOG',\n"," 'DEST_icao',\n"," 'DEST_iata',\n"," 'DEST_airport_name',\n"," 'DEST_airport_city',\n"," 'DEST_airport_subd',\n"," 'DEST_airport_country',\n"," 'DEST_elevation',\n"," 'DEST_airport_lat',\n"," 'DEST_airport_lon',\n"," 'DEST_airport_tz',\n"," 'DEST_STATION_ID',\n"," 'DEST_STATION_NAME',\n"," 'DEST_STATION_ELEVATION',\n"," 'DEST_STATION_LATITUDE',\n"," 'DEST_STATION_LONGITUDE',\n"," 'DEST_WEATHER_DATE',\n"," 'DEST_WEATHER_REPORT_TYPE',\n"," 'DEST_WEATHER_SOURCE',\n"," 'DEST_HourlyPrecipitation',\n"," 'DEST_HourlyPresentWeatherType',\n"," 'DEST_STATION_TIMESTAMP',\n"," 'DEST_HourlyDewPointTemperature',\n"," 'DEST_HourlyDryBulbTemperature',\n"," 'DEST_HourlyWetBulbTemperature',\n"," 'DEST_HourlyStationPressure',\n"," 'DEST_HourlyWindDirection',\n"," 'DEST_HourlyWindSpeed',\n"," 'DEST_HourlyVisibility',\n"," 'DEST_AU_code',\n"," 'DEST_AW_code',\n"," 'DEST_MW_code',\n"," 'DEST_AU_TS',\n"," 'DEST_AU_ICE',\n"," 'DEST_AU_SNOW',\n"," 'DEST_AU_FOG',\n"," 'DEST_AW_TS',\n"," 'DEST_AW_ICE',\n"," 'DEST_AW_SNOW',\n"," 'DEST_AW_FOG',\n"," 'DEST_MW_TS',\n"," 'DEST_MW_ICE',\n"," 'DEST_MW_SNOW',\n"," 'DEST_MW_FOG',\n"," 'DEST_TS',\n"," 'DEST_ICE',\n"," 'DEST_SNOW',\n"," 'DEST_FOG',\n"," 'ARRIVAL_FLIGHT_TIMESTAMP',\n"," 'PREV_DEP_DELAY',\n"," 'PREV_DEPARTURE_TIMESTAMP',\n"," 'PREV_ARR_DELAY',\n"," 'PREV_ARRIVAL_TIMESTAMP',\n"," 'time_between_flights',\n"," 'PREV_DEP_15',\n"," 'AVG_DELAY_ORIGIN_LAST_12',\n"," 'PER_DELAY_15_ORIGIN_LAST_12',\n"," 'AVG_DELAY_ORIGIN_LAST_6',\n"," 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," 'AVG_DELAY_ORIGIN_LAST_1',\n"," 'PER_DELAY_15_ORIGIN_LAST_1',\n"," 'ORIGIN_FLIGHT_TIMESTAMP_ACT',\n"," 'hour_stamp_act',\n"," 'Q',\n"," 'Qs',\n"," 'Q1h_sum',\n"," 'Qs1h_sum',\n"," 'R1h',\n"," 'Q2h_sum',\n"," 'Qs2h_sum',\n"," 'R2h',\n"," 'Q3h_sum',\n"," 'Qs3h_sum',\n"," 'R3h',\n"," 'Q4h_sum',\n"," 'Qs4h_sum',\n"," 'R4h',\n"," 'Q5h_sum',\n"," 'Qs5h_sum',\n"," 'R5h',\n"," 'Q6h_sum',\n"," 'Qs6h_sum',\n"," 'R6h',\n"," 'Q7h_sum',\n"," 'Qs7h_sum',\n"," 'R7h',\n"," 'Q8h_sum',\n"," 'Qs8h_sum',\n"," 'R8h',\n"," 'Q9h_sum',\n"," 'Qs9h_sum',\n"," 'R9h',\n"," 'Q10h_sum',\n"," 'Qs10h_sum',\n"," 'R10h',\n"," 'Q11h_sum',\n"," 'Qs11h_sum',\n"," 'R11h',\n"," 'Q12h_sum',\n"," 'Qs12h_sum',\n"," 'R12h',\n"," 'N',\n"," 'N1h_sum',\n"," 'N2h_sum',\n"," 'N3h_sum',\n"," 'N4h_sum',\n"," 'N5h_sum',\n"," 'N6h_sum',\n"," 'N7h_sum',\n"," 'N8h_sum',\n"," 'N9h_sum',\n"," 'N10h_sum',\n"," 'N11h_sum',\n"," 'N12h_sum',\n"," 'PageRank_origin',\n"," 'PageRank_dest',\n"," 'delay_state']"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[35]: ['hour_stamp',\n 'ORIGIN',\n 'MONTH',\n 'DAY_OF_MONTH',\n 'DAY_OF_WEEK',\n 'FL_DATE',\n 'OP_UNIQUE_CARRIER',\n 'OP_CARRIER_AIRLINE_ID',\n 'TAIL_NUM',\n 'ORIGIN_AIRPORT_ID',\n 'ORIGIN_STATE_ABR',\n 'DEST_AIRPORT_ID',\n 'DEST',\n 'DEST_STATE_ABR',\n 'CRS_DEP_TIME',\n 'DEP_TIME',\n 'DEP_DELAY',\n 'DEP_DELAY_NEW',\n 'label',\n 'DEP_DELAY_GROUP',\n 'DEP_TIME_BLK',\n 'CRS_ARR_TIME',\n 'ARR_TIME',\n 'ARR_DELAY',\n 'ARR_DELAY_NEW',\n 'ARR_DEL15',\n 'ARR_DELAY_GROUP',\n 'ARR_TIME_BLK',\n 'CANCELLED',\n 'DIVERTED',\n 'DISTANCE',\n 'DISTANCE_GROUP',\n 'CARRIER_DELAY',\n 'WEATHER_DELAY',\n 'NAS_DELAY',\n 'SECURITY_DELAY',\n 'LATE_AIRCRAFT_DELAY',\n 'YEAR',\n 'ORIGIN_icao',\n 'ORIGIN_iata',\n 'ORIGIN_airport_name',\n 'ORIGIN_airport_city',\n 'ORIGIN_airport_subd',\n 'ORIGIN_airport_country',\n 'ORIGIN_elevation',\n 'ORIGIN_airport_lat',\n 'ORIGIN_airport_lon',\n 'ORIGIN_airport_tz',\n 'flight_id',\n 'ORIGIN_FLIGHT_TIMESTAMP',\n 'HOUR_WEATHER_TIMESTAMP',\n 'WEATHER_TIMESTAMP',\n 'TWO_HOUR_WEATHER_TIMESTAMP',\n 'THREE_HOUR_WEATHER_TIMESTAMP',\n 'ORIGIN_STATION_ID',\n 'ORIGIN_STATION_NAME',\n 'ORIGIN_STATION_ELEVATION',\n 'ORIGIN_STATION_LATITUDE',\n 'ORIGIN_STATION_LONGITUDE',\n 'ORIGIN_WEATHER_DATE',\n 'ORIGIN_WEATHER_REPORT_TYPE',\n 'ORIGIN_WEATHER_SOURCE',\n 'ORIGIN_HourlyPrecipitation',\n 'ORIGIN_HourlyPresentWeatherType',\n 'ORIGIN_STATION_TIMESTAMP',\n 'HOUR_TIMESTAMP',\n 'ORIGIN_HourlyDewPointTemperature',\n 'ORIGIN_HourlyDryBulbTemperature',\n 'ORIGIN_HourlyWetBulbTemperature',\n 'ORIGIN_HourlyStationPressure',\n 'ORIGIN_HourlyWindDirection',\n 'ORIGIN_HourlyWindSpeed',\n 'ORIGIN_HourlyVisibility',\n 'ORIGIN_AU_code',\n 'ORIGIN_AW_code',\n 'ORIGIN_MW_code',\n 'ORIGIN_AU_TS',\n 'ORIGIN_AU_ICE',\n 'ORIGIN_AU_SNOW',\n 'ORIGIN_AU_FOG',\n 'ORIGIN_AW_TS',\n 'ORIGIN_AW_ICE',\n 'ORIGIN_AW_SNOW',\n 'ORIGIN_AW_FOG',\n 'ORIGIN_MW_TS',\n 'ORIGIN_MW_ICE',\n 'ORIGIN_MW_SNOW',\n 'ORIGIN_MW_FOG',\n 'ORIGIN_TS',\n 'ORIGIN_ICE',\n 'ORIGIN_SNOW',\n 'ORIGIN_FOG',\n 'DEST_icao',\n 'DEST_iata',\n 'DEST_airport_name',\n 'DEST_airport_city',\n 'DEST_airport_subd',\n 'DEST_airport_country',\n 'DEST_elevation',\n 'DEST_airport_lat',\n 'DEST_airport_lon',\n 'DEST_airport_tz',\n 'DEST_STATION_ID',\n 'DEST_STATION_NAME',\n 'DEST_STATION_ELEVATION',\n 'DEST_STATION_LATITUDE',\n 'DEST_STATION_LONGITUDE',\n 'DEST_WEATHER_DATE',\n 'DEST_WEATHER_REPORT_TYPE',\n 'DEST_WEATHER_SOURCE',\n 'DEST_HourlyPrecipitation',\n 'DEST_HourlyPresentWeatherType',\n 'DEST_STATION_TIMESTAMP',\n 'DEST_HourlyDewPointTemperature',\n 'DEST_HourlyDryBulbTemperature',\n 'DEST_HourlyWetBulbTemperature',\n 'DEST_HourlyStationPressure',\n 'DEST_HourlyWindDirection',\n 'DEST_HourlyWindSpeed',\n 'DEST_HourlyVisibility',\n 'DEST_AU_code',\n 'DEST_AW_code',\n 'DEST_MW_code',\n 'DEST_AU_TS',\n 'DEST_AU_ICE',\n 'DEST_AU_SNOW',\n 'DEST_AU_FOG',\n 'DEST_AW_TS',\n 'DEST_AW_ICE',\n 'DEST_AW_SNOW',\n 'DEST_AW_FOG',\n 'DEST_MW_TS',\n 'DEST_MW_ICE',\n 'DEST_MW_SNOW',\n 'DEST_MW_FOG',\n 'DEST_TS',\n 'DEST_ICE',\n 'DEST_SNOW',\n 'DEST_FOG',\n 'ARRIVAL_FLIGHT_TIMESTAMP',\n 'PREV_DEP_DELAY',\n 'PREV_DEPARTURE_TIMESTAMP',\n 'PREV_ARR_DELAY',\n 'PREV_ARRIVAL_TIMESTAMP',\n 'time_between_flights',\n 'PREV_DEP_15',\n 'AVG_DELAY_ORIGIN_LAST_12',\n 'PER_DELAY_15_ORIGIN_LAST_12',\n 'AVG_DELAY_ORIGIN_LAST_6',\n 'PER_DELAY_15_ORIGIN_LAST_6',\n 'AVG_DELAY_ORIGIN_LAST_3',\n 'PER_DELAY_15_ORIGIN_LAST_3',\n 'AVG_DELAY_ORIGIN_LAST_1',\n 'PER_DELAY_15_ORIGIN_LAST_1',\n 'ORIGIN_FLIGHT_TIMESTAMP_ACT',\n 'hour_stamp_act',\n 'Q',\n 'Qs',\n 'Q1h_sum',\n 'Qs1h_sum',\n 'R1h',\n 'Q2h_sum',\n 'Qs2h_sum',\n 'R2h',\n 'Q3h_sum',\n 'Qs3h_sum',\n 'R3h',\n 'Q4h_sum',\n 'Qs4h_sum',\n 'R4h',\n 'Q5h_sum',\n 'Qs5h_sum',\n 'R5h',\n 'Q6h_sum',\n 'Qs6h_sum',\n 'R6h',\n 'Q7h_sum',\n 'Qs7h_sum',\n 'R7h',\n 'Q8h_sum',\n 'Qs8h_sum',\n 'R8h',\n 'Q9h_sum',\n 'Qs9h_sum',\n 'R9h',\n 'Q10h_sum',\n 'Qs10h_sum',\n 'R10h',\n 'Q11h_sum',\n 'Qs11h_sum',\n 'R11h',\n 'Q12h_sum',\n 'Qs12h_sum',\n 'R12h',\n 'N',\n 'N1h_sum',\n 'N2h_sum',\n 'N3h_sum',\n 'N4h_sum',\n 'N5h_sum',\n 'N6h_sum',\n 'N7h_sum',\n 'N8h_sum',\n 'N9h_sum',\n 'N10h_sum',\n 'N11h_sum',\n 'N12h_sum',\n 'PageRank_origin',\n 'PageRank_dest',\n 'delay_state']","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["full_test_df.columns"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9be77025-53c9-4c3f-ab5f-3cd4bf57008a","showTitle":false,"title":""}},"source":["## EDA"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6d173fb6-f4ba-43b7-a371-1df7943e02b0","showTitle":false,"title":""}},"outputs":[],"source":["# import pyspark.sql.functions as F\n","# def count_missings(spark_df,sort=True):\n","# \"\"\"\n","# Counts number of nulls and nans in each column\n","# \"\"\"\n","# df = spark_df.takeSample(False, 50000, 741).select([F.count(F.when(F.isnan(c) | F.isnull(c), c)).alias(c) for (c,c_type) in spark_df.dtypes if c_type not in ('timestamp', 'string', 'date')]).toPandas()\n","\n","# if len(df) == 0:\n","# print(\"There are no any missing values!\")\n","# return None\n","\n","# if sort:\n","# return df.rename(index={0: 'count'}).T.sort_values(\"count\",ascending=False)\n","\n","# return df\n","\n","# tot_missing = pd.concat( [count_missings(full_train_df), count_missings(full_test_df)], axis=1)\n","# tot_missing.rename(\n","# columns = {count : 'train_count', count : 'test_count'}) \n","# tot_missing"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"738a9e42-a0cb-444b-84d8-0bd7b3a3317d","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["
YEARcount
20155657370
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2015,5657370]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"count","type":"\"long\""}],"type":"table"}},"output_type":"display_data"},{"data":{"text/html":["
YEARcount
20165480289
"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[[2016,5480289]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"YEAR","type":"\"integer\""},{"metadata":"{}","name":"count","type":"\"long\""}],"type":"table"}},"output_type":"display_data"},{"data":{"text/plain":["Out[25]: ('2016-01-01', '2016-12-31')"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[25]: ('2016-01-01', '2016-12-31')","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["display(full_train_df.groupBy(\"YEAR\").count())\n","display(full_test_df.groupBy(\"YEAR\").count())\n","full_train_df.agg({'FL_DATE':'min'}).collect()[0][0], train_set.agg({'FL_DATE':'max'}).collect()[0][0]\n","full_test_df.agg({'FL_DATE':'min'}).collect()[0][0], test_set.agg({'FL_DATE':'max'}).collect()[0][0]"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e8f44ed1-7985-4870-ab7b-18a7fa17a6e6","showTitle":false,"title":""}},"source":["# RUN: Define Features to Keep"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"015f5c2f-c3a3-4240-b150-4c9d6e1ab01a","showTitle":false,"title":""}},"outputs":[],"source":["# TOP 3 FEATURES BY FEATURE IMPORTANCE\n","\n","flight_features_cont = [\n"," 'PREV_DEP_DELAY',\n"," # 'AVG_DELAY_ORIGIN_LAST_12',\n"," # 'PER_DELAY_15_ORIGIN_LAST_12',\n"," # 'AVG_DELAY_ORIGIN_LAST_6',\n"," # 'PER_DELAY_15_ORIGIN_LAST_6',\n"," 'AVG_DELAY_ORIGIN_LAST_3',\n"," 'PER_DELAY_15_ORIGIN_LAST_3',\n"," # 'AVG_DELAY_ORIGIN_LAST_1',\n"," # 'PER_DELAY_15_ORIGIN_LAST_1'\n","]\n","\n","airport_capacity_cont = [ 'N5h_sum', 'R10h', 'R12h'\n"," # 'Q1h_sum','Qs1h_sum','R1h','Q2h_sum','Qs2h_sum','R2h','Q3h_sum','Qs3h_sum','R3h','Q4h_sum','Qs4h_sum','R4h','Q5h_sum','Qs5h_sum','R5h','Q6h_sum','Qs6h_sum','R6h','Q7h_sum','Qs7h_sum','R7h','Q8h_sum','Qs8h_sum','R8h','Q9h_sum','Qs9h_sum','R9h','Q10h_sum','Qs10h_sum','R10h','Q11h_sum','Qs11h_sum','R11h','Q12h_sum','Qs12h_sum',,'N1h_sum','N2h_sum','N3h_sum','N4h_sum','N5h_sum','N6h_sum','N7h_sum','N8h_sum','N9h_sum','N10h_sum','N11h_sum','N12h_sum'\n","]\n","\n","page_rank_cont = [\n","# 'PageRank_origin',\n","# 'PageRank_dest'\n","]\n","\n","flight_features_cat = [\n","# \"DAY_OF_MONTH\",\n","# \"HOUR_DEPT\",\n"," \"OP_UNIQUE_CARRIER\", # WN is the most important\n","# \"DAY_OF_WEEK\" \n","]\n","\n","weather_features_cont = [\n","# 'ORIGIN_HourlyPrecipitation',\n","# 'ORIGIN_HourlyStationPressure',\n","# 'ORIGIN_HourlyWindDirection',\n"," 'ORIGIN_HourlyWindSpeed',\n"," 'ORIGIN_HourlyDryBulbTemperature',\n"," 'ORIGIN_HourlyVisibility',\n","# # 'DEST_HourlyPrecipitation',\n","# 'DEST_HourlyStationPressure',\n","# 'DEST_HourlyWindDirection',\n","# 'DEST_HourlyWindSpeed',\n","# 'DEST_HourlyDryBulbTemperature',\n","# 'DEST_HourlyVisibility'\n","]\n","\n","weather_features_binary = [\n"," 'ORIGIN_TS',\n","# 'ORIGIN_ICE',\n"," 'ORIGIN_SNOW',\n","# 'ORIGIN_FOG',\n","# 'DEST_TS',\n","# 'DEST_ICE',\n"," 'DEST_SNOW',\n","# 'DEST_FOG'\n","]\n","\n","weather_features_cat = []\n","\n","graph_features_cat = [\n"," \"delay_state\"\n","]\n","\n","cont_feat = [*flight_features_cont, *weather_features_cont, *airport_capacity_cont, *page_rank_cont]\n","\n","columns_categorical = [*flight_features_cat, *weather_features_binary, *graph_features_cat]"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"90ee69ff-52c5-4779-a0c2-33010bcc9a17","showTitle":false,"title":""}},"outputs":[],"source":["# https://www.databricks.com/notebooks/Demo_Hub-MLflow_Notebook.html"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ca406810-a965-4b15-a3f4-ac8fc09ad7d2","showTitle":false,"title":""}},"outputs":[],"source":["path = \"/tmp/modelgbt\"\n","gbtModel.save(path)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"64dca5a2-db18-4af8-a216-6fe92cba2dbe","showTitle":false,"title":""}},"outputs":[],"source":["!mkdir /dbfs/models/team20_models\n","!cp -r /tmp/modelgbt /dbfs/team20_models\n","!cp -r /dbfs/models/team20_models /tmp/modelgbt_import"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"14344a5e-4ebc-4a74-98d9-f3e4cea2086a","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mIllegalArgumentException\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0mpipelineModel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;31m# df = pipelineModel.transform(df)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/ml/util.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(cls, path)\u001b[0m\n","\u001b[1;32m 444\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mRL\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 445\u001b[0m \u001b[0;34m\"\"\"Reads an ML instance from the input path, a shortcut of `read().load(path)`.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 446\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 447\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 448\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/ml/pipeline.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self, path)\u001b[0m\n","\u001b[1;32m 245\u001b[0m \u001b[0mmetadata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDefaultParamsReader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloadMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msc\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 246\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"language\"\u001b[0m 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path)\u001b[0m\n","\u001b[1;32m 393\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 394\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"path should be a string, got type %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 395\u001b[0;31m \u001b[0mjava_obj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jread\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 396\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clazz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"_from_java\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 397\u001b[0m raise NotImplementedError(\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n","\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 200\u001b[0m \u001b[0;31m# Hide where the exception came from that shows a non-Pythonic\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 201\u001b[0m \u001b[0;31m# JVM exception message.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 202\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 203\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 204\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mIllegalArgumentException\u001b[0m: requirement failed: Error loading metadata: Expected class name org.apache.spark.ml.Pipeline but found class name org.apache.spark.ml.PipelineModel"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mIllegalArgumentException\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mpipelineModel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;31m# df = pipelineModel.transform(df)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/util.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(cls, path)\u001b[0m\n\u001b[1;32m 444\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mRL\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 445\u001b[0m \u001b[0;34m\"\"\"Reads an ML instance from the input path, a shortcut of `read().load(path)`.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 446\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 447\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/pipeline.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self, path)\u001b[0m\n\u001b[1;32m 245\u001b[0m \u001b[0mmetadata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDefaultParamsReader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloadMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msc\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 246\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"language\"\u001b[0m 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\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 248\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 249\u001b[0m \u001b[0muid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstages\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPipelineSharedReadWrite\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/util.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(self, path)\u001b[0m\n\u001b[1;32m 393\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 394\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"path should be a string, got type %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 395\u001b[0;31m \u001b[0mjava_obj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jread\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 396\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clazz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"_from_java\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 397\u001b[0m raise NotImplementedError(\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1320\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1321\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 200\u001b[0m \u001b[0;31m# Hide where the exception came from that shows a non-Pythonic\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 201\u001b[0m \u001b[0;31m# JVM exception message.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 202\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 203\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 204\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mIllegalArgumentException\u001b[0m: requirement failed: Error loading metadata: Expected class name org.apache.spark.ml.Pipeline but found class name org.apache.spark.ml.PipelineModel","errorSummary":"IllegalArgumentException: requirement failed: Error loading metadata: Expected class name org.apache.spark.ml.Pipeline but found class name org.apache.spark.ml.PipelineModel","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["pipelineModel = Pipeline.load(path)\n","# df = pipelineModel.transform(df)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8fcb83d9-857b-4c79-ae81-f193fb903194","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n","\u001b[1;32m 57\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 58\u001b[0;31m ml_model_file = _download_artifact_from_uri(\n","\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/tracking/artifact_utils.py\u001b[0m in \u001b[0;36m_download_artifact_from_uri\u001b[0;34m(artifact_uri, output_path)\u001b[0m\n","\u001b[1;32m 99\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 100\u001b[0;31m return get_artifact_repository(artifact_uri=root_uri).download_artifacts(\n","\u001b[0m\u001b[1;32m 101\u001b[0m \u001b[0martifact_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0martifact_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdst_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_path\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/store/artifact/local_artifact_repo.py\u001b[0m in \u001b[0;36mdownload_artifacts\u001b[0;34m(self, artifact_path, dst_path)\u001b[0m\n","\u001b[1;32m 78\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexists\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 79\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"No such file or directory: '{}'\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 80\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mOSError\u001b[0m: No such file or directory: '/tmp/modelgbt_import/MLmodel'\n","\n","During handling of the above exception, another exception occurred:\n","\n","\u001b[0;31mMlflowException\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 1\u001b[0m \u001b[0mgbt_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/tmp/modelgbt_import\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 3\u001b[0;31m \u001b[0mimport_model\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspark\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgbt_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;31m# predictions = import_model.transform(df_test1)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\u001b[0m in \u001b[0;36mload_model\u001b[0;34m(model_uri, dfs_tmpdir, dst_path)\u001b[0m\n","\u001b[1;32m 779\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 780\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 781\u001b[0;31m \u001b[0mflavor_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_flavor_configuration_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mFLAVOR_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 782\u001b[0m \u001b[0mmodel_uri\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflavor_conf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"model_data\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 783\u001b[0m \u001b[0mlocal_model_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_download_artifact_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdst_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n","\u001b[1;32m 60\u001b[0m )\n","\u001b[1;32m 61\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 62\u001b[0;31m raise MlflowException(\n","\u001b[0m\u001b[1;32m 63\u001b[0m 'Failed to download an \"{model_file}\" model file from \"{model_uri}\": {ex}'.format(\n","\u001b[1;32m 64\u001b[0m \u001b[0mmodel_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mex\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mMlflowException\u001b[0m: Failed to download an \"MLmodel\" model file from \"/tmp/modelgbt_import\": No such file or directory: '/tmp/modelgbt_import/MLmodel'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m ml_model_file = _download_artifact_from_uri(\n\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/tracking/artifact_utils.py\u001b[0m in \u001b[0;36m_download_artifact_from_uri\u001b[0;34m(artifact_uri, output_path)\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 100\u001b[0;31m return get_artifact_repository(artifact_uri=root_uri).download_artifacts(\n\u001b[0m\u001b[1;32m 101\u001b[0m \u001b[0martifact_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0martifact_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdst_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_path\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/store/artifact/local_artifact_repo.py\u001b[0m in \u001b[0;36mdownload_artifacts\u001b[0;34m(self, artifact_path, dst_path)\u001b[0m\n\u001b[1;32m 78\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexists\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 79\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"No such file or directory: '{}'\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 80\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlocal_artifact_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mOSError\u001b[0m: No such file or directory: '/tmp/modelgbt_import/MLmodel'\n\nDuring handling of the above exception, another exception occurred:\n\n\u001b[0;31mMlflowException\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mgbt_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/tmp/modelgbt_import\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mimport_model\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspark\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgbt_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;31m# predictions = import_model.transform(df_test1)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\u001b[0m in \u001b[0;36mload_model\u001b[0;34m(model_uri, dfs_tmpdir, dst_path)\u001b[0m\n\u001b[1;32m 779\u001b[0m \u001b[0mroot_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0martifact_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_root_uri_and_artifact_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 780\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 781\u001b[0;31m \u001b[0mflavor_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_flavor_configuration_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mFLAVOR_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 782\u001b[0m \u001b[0mmodel_uri\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mappend_to_uri_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflavor_conf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"model_data\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 783\u001b[0m \u001b[0mlocal_model_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_download_artifact_from_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0martifact_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdst_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python/lib/python3.9/site-packages/mlflow/utils/model_utils.py\u001b[0m in \u001b[0;36m_get_flavor_configuration_from_uri\u001b[0;34m(model_uri, flavor_name)\u001b[0m\n\u001b[1;32m 60\u001b[0m )\n\u001b[1;32m 61\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 62\u001b[0;31m raise MlflowException(\n\u001b[0m\u001b[1;32m 63\u001b[0m 'Failed to download an \"{model_file}\" model file from \"{model_uri}\": {ex}'.format(\n\u001b[1;32m 64\u001b[0m \u001b[0mmodel_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mMLMODEL_FILE_NAME\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_uri\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmodel_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mex\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mMlflowException\u001b[0m: Failed to download an \"MLmodel\" model file from \"/tmp/modelgbt_import\": No such file or directory: '/tmp/modelgbt_import/MLmodel'","errorSummary":"MlflowException: Failed to download an \"MLmodel\" model file from \"/tmp/modelgbt_import\": No such file or directory: '/tmp/modelgbt_import/MLmodel'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["gbt_path = \"/tmp/modelgbt_import\"\n","\n","import_model = mlflow.spark.load_model(gbt_path)\n","# predictions = import_model.transform(df_test1)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"313b33ae-77f9-478f-89e5-11ebe17cbcc5","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["2022/11/27 08:10:03 WARNING mlflow.utils.environment: Encountered an unexpected error while inferring pip requirements (model URI: /tmp/modelgbt, flavor: spark), fall back to return ['pyspark==3.3.0']. Set logging level to DEBUG to see the full traceback.\n","2022/11/27 08:10:03 DEBUG mlflow.utils.environment: \n","Traceback (most recent call last):\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/environment.py\", line 378, in infer_pip_requirements\n"," return _infer_requirements(model_uri, flavor)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 361, in _infer_requirements\n"," modules = _capture_imported_modules(model_uri, flavor)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 266, in _capture_imported_modules\n"," _run_command(\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 218, in _run_command\n"," raise MlflowException(msg)\n","mlflow.exceptions.MlflowException: Encountered an unexpected error while running ['/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/bin/python', '/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py', '--model-path', '/tmp/modelgbt', '--flavor', 'spark', '--output-file', '/tmp/tmpd12kbqih/imported_modules.txt', '--sys-path', '[\"/databricks/python_shell/scripts\", \"/local_disk0/spark-2ee26286-ada0-467e-b324-1fb0a89d1892/userFiles-a5ea308f-46ea-48e0-8e2a-927c121d5be8\", \"/databricks/spark/python\", \"/databricks/spark/python/lib/py4j-0.10.9.5-src.zip\", \"/databricks/jars/spark--driver--driver-spark_3.3_2.12_deploy.jar\", \"/databricks/jars/spark--maven-trees--ml--11.x--graphframes--org.graphframes--graphframes_2.12--org.graphframes__graphframes_2.12__0.8.2-db1-spark3.2.jar\", \"/databricks/python_shell\", \"/usr/lib/python39.zip\", \"/usr/lib/python3.9\", \"/usr/lib/python3.9/lib-dynload\", \"\", \"/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/lib/python3.9/site-packages\", \"/local_disk0/.ephemeral_nfs/cluster_libraries/python/lib/python3.9/site-packages\", \"/databricks/python/lib/python3.9/site-packages\", \"/usr/local/lib/python3.9/dist-packages\", \"/usr/lib/python3/dist-packages\", \"/databricks/.python_edge_libs\", \"/databricks/python/lib/python3.9/site-packages/IPython/extensions\", \"/home/spark-22417b83-80fd-46b8-bfb8-58/.ipython\"]']\n","exit status: 1\n","stdout: \n","stderr: Traceback (most recent call last):\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 162, in \n"," main()\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 137, in main\n"," mlflow.pyfunc.load_model(model_path)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/pyfunc/__init__.py\", line 484, in load_model\n"," model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 134, in _load_pyfunc_patch\n"," return original(*args, **kwargs)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\", line 821, in _load_pyfunc\n"," pyspark.sql.SparkSession.builder.config(\"spark.python.worker.reuse\", True)\n"," File \"/databricks/spark/python/pyspark/sql/session.py\", line 274, in getOrCreate\n"," else SparkContext.getOrCreate(sparkConf)\n"," File \"/databricks/spark/python/pyspark/context.py\", line 531, in getOrCreate\n"," SparkContext(conf=conf or SparkConf())\n"," File \"/databricks/spark/python/pyspark/context.py\", line 199, in __init__\n"," SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)\n"," File \"/databricks/spark/python/pyspark/context.py\", line 465, in _ensure_initialized\n"," SparkContext._gateway = gateway or launch_gateway(conf)\n"," File \"/databricks/spark/python/pyspark/java_gateway.py\", line 96, in launch_gateway\n"," proc = Popen(command, **popen_kwargs)\n"," File \"/usr/lib/python3.9/subprocess.py\", line 951, in __init__\n"," self._execute_child(args, executable, preexec_fn, close_fds,\n"," File \"/usr/lib/python3.9/subprocess.py\", line 1821, in _execute_child\n"," raise child_exception_type(errno_num, err_msg, err_filename)\n","PermissionError: [Errno 13] Permission denied: '/databricks/spark/./bin/spark-submit'\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"2022/11/27 08:10:03 WARNING mlflow.utils.environment: Encountered an unexpected error while inferring pip requirements (model URI: /tmp/modelgbt, flavor: spark), fall back to return ['pyspark==3.3.0']. Set logging level to DEBUG to see the full traceback.\n2022/11/27 08:10:03 DEBUG mlflow.utils.environment: \nTraceback (most recent call last):\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/environment.py\", line 378, in infer_pip_requirements\n return _infer_requirements(model_uri, flavor)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 361, in _infer_requirements\n modules = _capture_imported_modules(model_uri, flavor)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 266, in _capture_imported_modules\n _run_command(\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 218, in _run_command\n raise MlflowException(msg)\nmlflow.exceptions.MlflowException: Encountered an unexpected error while running ['/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/bin/python', '/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py', '--model-path', '/tmp/modelgbt', '--flavor', 'spark', '--output-file', '/tmp/tmpd12kbqih/imported_modules.txt', '--sys-path', '[\"/databricks/python_shell/scripts\", \"/local_disk0/spark-2ee26286-ada0-467e-b324-1fb0a89d1892/userFiles-a5ea308f-46ea-48e0-8e2a-927c121d5be8\", \"/databricks/spark/python\", \"/databricks/spark/python/lib/py4j-0.10.9.5-src.zip\", \"/databricks/jars/spark--driver--driver-spark_3.3_2.12_deploy.jar\", \"/databricks/jars/spark--maven-trees--ml--11.x--graphframes--org.graphframes--graphframes_2.12--org.graphframes__graphframes_2.12__0.8.2-db1-spark3.2.jar\", \"/databricks/python_shell\", \"/usr/lib/python39.zip\", \"/usr/lib/python3.9\", \"/usr/lib/python3.9/lib-dynload\", \"\", \"/local_disk0/.ephemeral_nfs/envs/pythonEnv-22417b83-80fd-46b8-bfb8-5882594b5b76/lib/python3.9/site-packages\", \"/local_disk0/.ephemeral_nfs/cluster_libraries/python/lib/python3.9/site-packages\", \"/databricks/python/lib/python3.9/site-packages\", \"/usr/local/lib/python3.9/dist-packages\", \"/usr/lib/python3/dist-packages\", \"/databricks/.python_edge_libs\", \"/databricks/python/lib/python3.9/site-packages/IPython/extensions\", \"/home/spark-22417b83-80fd-46b8-bfb8-58/.ipython\"]']\nexit status: 1\nstdout: \nstderr: Traceback (most recent call last):\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 162, in \n main()\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 137, in main\n mlflow.pyfunc.load_model(model_path)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/pyfunc/__init__.py\", line 484, in load_model\n model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 134, in _load_pyfunc_patch\n return original(*args, **kwargs)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\", line 821, in _load_pyfunc\n pyspark.sql.SparkSession.builder.config(\"spark.python.worker.reuse\", True)\n File \"/databricks/spark/python/pyspark/sql/session.py\", line 274, in getOrCreate\n else SparkContext.getOrCreate(sparkConf)\n File \"/databricks/spark/python/pyspark/context.py\", line 531, in getOrCreate\n SparkContext(conf=conf or SparkConf())\n File \"/databricks/spark/python/pyspark/context.py\", line 199, in __init__\n SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)\n File \"/databricks/spark/python/pyspark/context.py\", line 465, in _ensure_initialized\n SparkContext._gateway = gateway or launch_gateway(conf)\n File \"/databricks/spark/python/pyspark/java_gateway.py\", line 96, in launch_gateway\n proc = Popen(command, **popen_kwargs)\n File \"/usr/lib/python3.9/subprocess.py\", line 951, in __init__\n self._execute_child(args, executable, preexec_fn, close_fds,\n File \"/usr/lib/python3.9/subprocess.py\", line 1821, in _execute_child\n raise child_exception_type(errno_num, err_msg, err_filename)\nPermissionError: [Errno 13] Permission denied: '/databricks/spark/./bin/spark-submit'\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# FROM MAI\n","# import mlflow.spark\n","# import logging\n","\n","# logging.getLogger(\"mlflow\").setLevel(logging.DEBUG)\n","\n","# path = \"/tmp/modelgbt\"\n","# mlflow.spark.save_model(spark_model=gbtModel , path=path)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"eaa54310-fd57-457a-b89f-a0e6c5dabe15","showTitle":false,"title":""}},"outputs":[],"source":["# FROM MAI\n","# cp -r /tmp/modelgbt /dbfs/team20_models\n","# cp -r /dbfs/models/team20_models /tmp/modelgbt_import"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e8fdb547-6f1a-4f5d-a2b2-fc532bcbaea0","showTitle":false,"title":""}},"outputs":[],"source":["# FROM MAI\n","# gbt_path = \"/tmp/modelgbt_import\"\n","\n","# import_model = mlflow.spark.load_model(gbt_path)\n","# predictions = import_model.transform(df_test1)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bb56b8ea-832c-420d-b77d-86402a2488cc","showTitle":false,"title":""}},"source":["# Log Model"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0cb081a4-c148-42a9-9b51-75fc3d00026c","showTitle":false,"title":""}},"source":["## Train Log Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"70786cec-c3cd-4b8b-a1d3-21e917ae7f58","showTitle":false,"title":""}},"outputs":[],"source":["# full_train_df = spark.read.parquet(f\"{blob_url}/train_rank_set\").cache()\n","# full_test_df = spark.read.parquet(f\"{blob_url}/test_rank_set\").cache()\n","\n","# full_train_df.count()\n","# full_test_df.count()\n","\n","paramGrid_logr = {'maxIter': [15],\n"," 'regParam': [0.3],\n"," 'elasticNetParam':[0.8]}\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e71b38e7-879e-40bd-9ac7-b0819131017c","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m log_best_parameters, log_best_score = blocktimeSeriesCV(parquet_string='1', \n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0msampling\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0mparam_grid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparamGrid_logr\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mscaled_pipeline\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 5\u001b[0m \u001b[0mmodel_type\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'logr'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mblocktimeSeriesCV\u001b[0;34m(parquet_string, sampling, param_grid, pipeline_fn, model_type, k, metric)\u001b[0m\n","\u001b[1;32m 11\u001b[0m \u001b[0mscores\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 13\u001b[0;31m \u001b[0mparameter_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcreate_parameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparam_grid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 15\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mp\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mcreate_parameters\u001b[0;34m(parameter_grid)\u001b[0m\n","\u001b[1;32m 34\u001b[0m \u001b[0mparam_names\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 35\u001b[0m \u001b[0mparam_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 36\u001b[0;31m \u001b[0mcombinations\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitertools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproduct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mparam_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 37\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mparam_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcombinations\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 38\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mTypeError\u001b[0m: 'int' object is not iterable"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m log_best_parameters, log_best_score = blocktimeSeriesCV(parquet_string='1', \n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0msampling\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mparam_grid\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0mcreate_parameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparam_grid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mp\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mcreate_parameters\u001b[0;34m(parameter_grid)\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0mparam_names\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 35\u001b[0m \u001b[0mparam_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparameter_grid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 36\u001b[0;31m \u001b[0mcombinations\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitertools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproduct\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mparam_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 37\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mparam_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcombinations\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mTypeError\u001b[0m: 'int' object is not iterable","errorSummary":"TypeError: 'int' object is not iterable","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["log_best_parameters, log_best_score = blocktimeSeriesCV(parquet_string='1', \n"," sampling = 'down',\n"," param_grid = paramGrid_logr, \n"," pipeline_fn = scaled_pipeline, \n"," model_type='logr', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"39e3deb3-1565-4567-a33c-657c304ca683","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of logr\n"," Train Test\n","ROC AUC 0.5 0.500\n","F2 Score 0.0 0.000\n","Recall 0.0 0.000\n","Precision 0.0 0.000\n","Accuracy 0.5 0.844\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of logr\n Train Test\nROC AUC 0.5 0.500\nF2 Score 0.0 0.000\nRecall 0.0 0.000\nPrecision 0.0 0.000\nAccuracy 0.5 0.844\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["logModel, pred_result_logr = validation(full_train_df, full_test_df, \n"," sampling = 'down',\n"," model_type = 'logr', \n"," best_parameters = log_best_parameters, \n"," pipeline_fn = scaled_pipeline\n"," )\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"c35b0a89-a666-49ad-9239-3f8226f0971d","showTitle":false,"title":""}},"outputs":[],"source":["# from pyspark.sql.functions import lit\n","# from pyspark.mllib.evaluation import MulticlassMetrics\n","# from pyspark.ml.classification import LogisticRegression\n","# from pyspark.ml.feature import StringIndexer, OneHotEncoder, VectorAssembler\n","# from pyspark.sql.functions import col\n","\n","# # Load the train set\n","# train_set = spark.read.parquet(f\"{blob_url}/train_set\")\n","\n","# # Make sure the target variable is not null\n","# train_set = train_set.where(\"DEP_DEL15 is not NULL\")\n","\n","# train_set = train_set.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n","# # Use Vetor Assembler to create the features column\n","# features_to_keep = ['DISTANCE', 'PREV_DEP_DELAY', 'CRS_DEP_TIME', 'CRS_ARR_TIME']\n","# vectorAssembler = VectorAssembler(inputCols = features_to_keep, outputCol = 'features')\n","# train_df = vectorAssembler.transform(train_set)\n","# train_df = train_df.select(['features', 'DEP_DEL15']).withColumnRenamed(\"DEP_DEL15\", \"label\")\n","\n","# # Standardize Features using train set\n","# scaler = MinMaxScaler(inputCol=\"features\", outputCol=\"featured_scaled\")\n","# scaler_model = scaler.fit( train_df.select(\"features\") )\n","# train_df = scaler_model.transform(train_df)\n","\n","# # Train the logistic regression\n","# lr = LogisticRegression()\n","# lr_Model = lr.fit(train_df)\n","\n","# # Load the dev set\n","# test_set = spark.read.parquet(f\"{blob_url}/test_set\")\n","# test_set = test_set.where(\"DEP_DEL15 is not NULL\")\n","\n","# test_set = test_set.withColumn(\"PREV_DEP_DELAY\", col(\"PREV_DEP_DELAY\").cast('int'))\n","\n","# # Create the features column\n","# test_df = vectorAssembler.transform(test_set)\n","# test_df = test_df.select(['features', 'DEP_DEL15']).withColumnRenamed(\"DEP_DEL15\", \"label\")\n","\n","# # Standardize Features using train set\n","# test_df = scaler_model.transform(test_df)\n","\n","# # Use the model on the test set\n","# testSet = lr_Model.transform(test_df)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"25f2ac56-9bc6-4082-91a2-07006ab714a4","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Model 1 was fit using parameters: \n","{Param(parent='LogisticRegression_7d58c5a063e0', name='aggregationDepth', doc='suggested depth for treeAggregate (>= 2).'): 2, Param(parent='LogisticRegression_7d58c5a063e0', name='elasticNetParam', doc='the ElasticNet mixing parameter, in range [0, 1]. For alpha = 0, the penalty is an L2 penalty. For alpha = 1, it is an L1 penalty.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='family', doc='The name of family which is a description of the label distribution to be used in the model. Supported options: auto, binomial, multinomial'): 'auto', Param(parent='LogisticRegression_7d58c5a063e0', name='featuresCol', doc='features column name.'): 'features', Param(parent='LogisticRegression_7d58c5a063e0', name='fitIntercept', doc='whether to fit an intercept term.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='labelCol', doc='label column name.'): 'label', Param(parent='LogisticRegression_7d58c5a063e0', name='maxBlockSizeInMB', doc='maximum memory in MB for stacking input data into blocks. Data is stacked within partitions. If more than remaining data size in a partition then it is adjusted to the data size. Default 0.0 represents choosing optimal value, depends on specific algorithm. Must be >= 0.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='maxIter', doc='max number of iterations (>= 0).'): 100, Param(parent='LogisticRegression_7d58c5a063e0', name='predictionCol', doc='prediction column name.'): 'prediction', Param(parent='LogisticRegression_7d58c5a063e0', name='probabilityCol', doc='Column name for predicted class conditional probabilities. Note: Not all models output well-calibrated probability estimates! These probabilities should be treated as confidences, not precise probabilities.'): 'probability', Param(parent='LogisticRegression_7d58c5a063e0', name='rawPredictionCol', doc='raw prediction (a.k.a. confidence) column name.'): 'rawPrediction', Param(parent='LogisticRegression_7d58c5a063e0', name='regParam', doc='regularization parameter (>= 0).'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='standardization', doc='whether to standardize the training features before fitting the model.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='threshold', doc='Threshold in binary classification prediction, in range [0, 1]. If threshold and thresholds are both set, they must match.e.g. if threshold is p, then thresholds must be equal to [1-p, p].'): 0.5, Param(parent='LogisticRegression_7d58c5a063e0', name='tol', doc='the convergence tolerance for iterative algorithms (>= 0).'): 1e-06}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Model 1 was fit using parameters: \n{Param(parent='LogisticRegression_7d58c5a063e0', name='aggregationDepth', doc='suggested depth for treeAggregate (>= 2).'): 2, Param(parent='LogisticRegression_7d58c5a063e0', name='elasticNetParam', doc='the ElasticNet mixing parameter, in range [0, 1]. For alpha = 0, the penalty is an L2 penalty. For alpha = 1, it is an L1 penalty.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='family', doc='The name of family which is a description of the label distribution to be used in the model. Supported options: auto, binomial, multinomial'): 'auto', Param(parent='LogisticRegression_7d58c5a063e0', name='featuresCol', doc='features column name.'): 'features', Param(parent='LogisticRegression_7d58c5a063e0', name='fitIntercept', doc='whether to fit an intercept term.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='labelCol', doc='label column name.'): 'label', Param(parent='LogisticRegression_7d58c5a063e0', name='maxBlockSizeInMB', doc='maximum memory in MB for stacking input data into blocks. Data is stacked within partitions. If more than remaining data size in a partition then it is adjusted to the data size. Default 0.0 represents choosing optimal value, depends on specific algorithm. Must be >= 0.'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='maxIter', doc='max number of iterations (>= 0).'): 100, Param(parent='LogisticRegression_7d58c5a063e0', name='predictionCol', doc='prediction column name.'): 'prediction', Param(parent='LogisticRegression_7d58c5a063e0', name='probabilityCol', doc='Column name for predicted class conditional probabilities. Note: Not all models output well-calibrated probability estimates! These probabilities should be treated as confidences, not precise probabilities.'): 'probability', Param(parent='LogisticRegression_7d58c5a063e0', name='rawPredictionCol', doc='raw prediction (a.k.a. confidence) column name.'): 'rawPrediction', Param(parent='LogisticRegression_7d58c5a063e0', name='regParam', doc='regularization parameter (>= 0).'): 0.0, Param(parent='LogisticRegression_7d58c5a063e0', name='standardization', doc='whether to standardize the training features before fitting the model.'): True, Param(parent='LogisticRegression_7d58c5a063e0', name='threshold', doc='Threshold in binary classification prediction, in range [0, 1]. If threshold and thresholds are both set, they must match.e.g. if threshold is p, then thresholds must be equal to [1-p, p].'): 0.5, Param(parent='LogisticRegression_7d58c5a063e0', name='tol', doc='the convergence tolerance for iterative algorithms (>= 0).'): 1e-06}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["# print(\"Model 1 was fit using parameters: \")\n","# print(lr_Model.extractParamMap())"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"519e7760-0389-4689-8428-0ad6ceefb313","showTitle":false,"title":""}},"source":["## Evaluate Log Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a174085f-babc-4eea-9140-74c0e83f639f","showTitle":false,"title":""}},"outputs":[],"source":["# cm = testSet.groupBy('label','prediction').count().sort('label','prediction')\n","# print(\"Confusion matrix\")\n","# cm.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ec88251a-3cac-4e76-81b9-2dfb444bf042","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Confusion matrix, without normalization\n","[[ 91605 912096]\n"," [ 49171 4760222]]\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Confusion matrix, without normalization\n[[ 91605 912096]\n [ 49171 4760222]]\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAUwAAAEmCAYAAAAJAaljAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAA+vklEQVR4nO3ddZxU5ffA8c/ZoKS7u5bukpBQKakvAlKKCvIzwURQwcAOLFSwEWnpllBAGulQEJTuXljY3fP7494dB7ZmYZbZlfP2NS937tz73DMz7Nmn7nNFVTHGGJO4oEAHYIwxqYUlTGOM8ZElTGOM8ZElTGOM8ZElTGOM8ZElTGOM8ZElTBMwIpJeRKaLyGkRmXAd5XQTkXn+jC1QRKSBiOwIdBwmbmLzME1iRKQr8CRQFjgLrAeGqurS6yy3B/AYUE9VI683zpRORBQopao7Ax2LuTZWwzQJEpEngWHA60AeoDAwHGjrh+KLAH/cDMnSFyISEugYTCJU1R72iPMBZAHOAXcnsE9anIR6wH0MA9K6r90G7AOeAo4AB4Fe7msvA5eAy+45HgCGAD94lV0UUCDEfX4f8BdOLXc30M1r+1Kv4+oBq4HT7v/reb22GHgVWOaWMw/IGc97i4n/Wa/42wEtgT+AE8BAr/1rAcuBU+6+nwBp3Nd+dd/Leff9dvYq/zngEDAqZpt7TAn3HNXc5/mBo8Btgf63cbM+rIZpElIXSAdMTmCfQUAdoApQGSdpvOD1el6cxFsAJyl+KiLZVHUwTq11nKpmVNWvEgpERG4BPgJaqGomnKS4Po79sgMz3X1zAO8DM0Ukh9duXYFeQG4gDfB0AqfOi/MZFABeAkYC3YHqQAPgRREp5u4bBfQHcuJ8dk2BhwFUtaG7T2X3/Y7zKj87Tm27j/eJVXUXTjL9QUQyAN8A36nq4gTiNcnIEqZJSA7gmCbcZO4GvKKqR1T1KE7NsYfX65fd1y+r6iyc2lWZa4wnGqggIulV9aCqboljn1bAn6o6SlUjVXUMsB24y2ufb1T1D1W9AIzHSfbxuYzTX3sZGIuTDD9U1bPu+bfi/KFAVdeq6gr3vHuAL4BGPrynwaoa4cZzBVUdCewEVgL5cP5A/eeJyNcickRENvu4fycR2SoiW0Tkx+SKyxKmSchxIGcifWv5gb+9nv/tbvOUcVXCDQcyJjUQVT2P04ztCxwUkZkiUtaHeGJiKuD1/FAS4jmuqlHuzzEJ7bDX6xdijheR0iIyQ0QOicgZnBp0zgTKBjiqqhcT2WckUAH4WFUjEtn3v+JboLkvO4pIKeB54FZVLQ/0S66gLGGahCwHInD67eJzAKc5GaOwu+1anAcyeD3P6/2iqs5V1dtxalrbcRJJYvHExLT/GmNKis9w4iqlqpmBgYAkckyC01REJCNOv/BXwBC3y+E/T1V/xem/9RCREiIyR0TWisgSrz+YvYFPVfWke+yR5IrLEqaJl6qexum3+1RE2olIBhEJFZEWIvK2u9sY4AURySUiOd39f7jGU64HGopIYRHJglNrAEBE8ohIW7cvMwKnaR8dRxmzgNIi0lVEQkSkM1AOmHGNMSVFJuAMcM79Zf6/q14/DBRPYpkfAmtU9UGcvtnPrzvK1GsE8JiqVsfpdx7ubi+N850vE5EVIuJTzfRaWMI0CVLV93DmYL6AM0K7F3gUmOLu8hqwBtgIbALWuduu5VzzgXFuWWu5MskFuXEcwKl5NCJ2QkJVjwOtcUbmj+OMcLdW1WPXElMSPY0zoHQWp/Y77qrXhwDficgpEemUWGEi0hanWRrzPp8EqolIN79FnEq4Ne16wAQRWY/TP5zPfTkEKIUzw+AeYKSIZE2WOFRt4roxJuURkaLADFWtICKZgR2qmi+O/T4HVqrqN+7zBcAAVV3t75ishmmMSfFU9QywW0TuBhBHZfflKTi1S9xuodI483X9zhKmMSbFEZExOIOOZURkn4g8gDOF7QER2QBs4d+rzeYCx0VkK7AIeMbtmvF/XNYkN8YY31gN0xhjfGQX+98gOXPm1MJFigY6jJtWxOW4ZiCZG2nrpt+PqWouf5QVnLmIamSsC6Ni0QtH56qq36YZWcK8QQoXKcrS5X4ftDM++uvI+UCHcNOrWCjT1VdgXTONvEjasl0S3e/i7x8ndqVVkljCNMakPgJIYhdR+Z8lTGNM6hQUfMNPaQnTGJMKCciNH7O2hGmMSZ2sSW6MMT4QsSa5Mcb4zJrkxhjjI2uSG2OMD6xJbowxSWBNcmOM8YVNKzLGGN8IEGxNcmOM8Y0N+hhjjC+sSW6MMb6zUXJjjPGBiDXJjTHGZ9YkN8YYX9jEdWOM8Z01yY0xxgeCNcmNMcY31iQ3xhjfWQ3TGGN8ZH2YxhjjA1vezRhjfCdWwzTGmMQ5tyW3hGmMMYkTQYJufMK88cNMxhjjByKS6MPHcoJF5HcRmZHYvlbDNMakSn5skj8BbAMyJ7aj1TCNMamSP2qYIlIQaAV86cs5rYZpjEl1xPc+zJwissbr+QhVHeH1fBjwLJDJl8IsYRpjUiUfm+THVLVGPMe3Bo6o6loRuc2XwixhGmNSJT/0Yd4KtBGRlkA6ILOI/KCq3eM7wPowjTGpj4AESaKPhKjq86paUFWLAl2AhQklS7AapjEmlbKJ68YY4wPB93mWvlDVxcDixPazhGmMSZUCcaWPJUxjTOoj1iQ3xhifWcI0xhgfCEJQkK24bowxvrnxFUybhxkon378ITWqVqRGlQp88tEwz/afJk2gRpUKZEwXzLq1a644ZtOmjTRuWI8aVSpQs1olLl68CMDv69ZSs1olKoaV4un+j6OqAAx9dQglixWkTs2q1KlZlTmzZ8UZy7y5c6hSoSwVw0rx7jtverbv2b2bRvXrUDGsFD27deHSpUtxHj996hTeGPoKAEuX/Eq92tXJnCGUyT9NjPf9N7+9MVUqlPXEduTIEQD2/vMPLe5oQt1a1ahVvbIn5uW/LaNW9crUr1uTnX/+CcCpU6e4q+WdREdHe8pt1fx2Tp48Getzbte0JqO+/NSzfe6MybRrWpNKhTOzZcM6z/bffl1Ip5YNaN+sNp1aNmDlsl88r23Z+Dvtm9WmZf3KvPHSM57PecfWTXRr24T2zWrzaK+7OXf2jOeYHds2061tE9o1rUn7ZrWJcL8zb6dPnqB31za0alCF3l3bcPqUE7+q8sZLz9CyfmU63F6HrZvWx/lZXrxwgfs6NicqKgqAvt3bU698QR65r+MV+w3q/xDN61Wg45316HhnPbZv2RhneQf376VP17a0aVydtk1qsH/v3wCsXPYLnVrUp33TWgzq34fIyEgA5s+aSrumNbm3wx2cOnkcgL17/uLp/7vXU+Zl599OGRHxTyVN/LdaUVJYwgyALVs2883XX/LrspWsWLOe2bNmsmvnTgDKlavAj+MmUb9BwyuOiYyM5IH7evDhJ5+xZv1m5sxfRGhoKABPPPYwn342go1b/2Dnzp3MmzvHc9yjj/VjxerfWbH6d5q3aBkrlqioKJ584lEmT5vF2g1bmDBuLNu2bQXgxUEDePTxfmza9idZs2blu2++ivP9fPD+O/R+6GEAChUqzBdffkOnLl0T/Ry+/u4HT2y5c+cG4K03XqPD/+5m+ap1fPfDGPo/8QgAHw17n8lTZ/L2ux/w5cjPPfs+89zzVzTN7unWnZFfDI/1OU+cu5xfFszhn927AChVJowPRoymeu1br4gpW/YcfPL1eCb/vJKh73/BwCd6e157bWB/hrz9MTOXrOfv3btYung+AIOfeZR+A15h8s8raXrnXXzz+Yee7+z5xx/kpTc+ZMqC1XwzYRYh7nfm7avh71P71kbMXLKe2rc24qvh7wOwZNE8/t69i5lL1jP4rY94bWD/OD/HyeNG0axFG4KDnVs23Nf3CV4fNiLOfZ8c9BoT5/7GxLm/UbZ8pTj3GdivD/f1fYJpi9YyZvpisufMRXR0NIP6P8Tbn37D5AWryFegMNMmjgbgx28+Z8yMX+jY/X5mTpkAwMfvvMpjz77oKTM0TRqAM0DnOE96DYKCghJ9+JslzADYsX0bNWvVIkOGDISEhNCgYUOmTvkJgLJhYZQuUybWMT/Pn0eFipWoVKkyADly5CA4OJiDBw9y9swZatWug4jQtXsPZkyb4nMsa1avoniJkhQrXpw0adLQsVNnZkyfiqryy+KFtO/g1FK69biX6dOmxjr+zz/+IG3atOTMmROAIkWLUrFipWv+xyoinHFraGdOnyZfvvwAhIaGEh4eTnh4OKGhofy1axf79+2jYaPbrji+Ves2jB83Foj9OdeoXZ+f50wDoHipshQrUTrW+cMqVCZ33nwAlCwTxsWLF7kUEcHRw4c4d+4MlavVQkRo8797WDjXWT7x7907qVHHSbx1Gzbh59nO5/TbrwsoHVaBMuUqApA1Ww5PUvO2aN5M2nbsBkDbjt1Y5Ja7aN5M2vzvHkSEytVqcfbMKY4ePhTr+JlTxtH4jlae53Xq38YtGX1aSyKWXX9sJyoqknoNmwCQ4ZaMpE+fgVMnjxMamoaixUs577NBY+bPcj7LoKAgLkVEcPFCOKEhoaxduYwcufJQpFjJq4s/BXS7psDiIj48/CxVJUwRiRKR9SKyRUQ2iMhTIgnfa1NEiorI5mSO61sR6Zj4no5y5Srw29KlHD9+nPDwcObOmc3+fXsTPGbnn384v6itmlOvdnXef/dtAA4e2E/+AgU9+xUoUJADBw54nn/x+afUql6Zvn3uv6KpGuPAgf0ULHTl8Qf37+f48eNkyZKVkJAQr3L3xzp++fJlVK5S1de3foWHet9PnZpVefP1Vz3N24EvDmHsj6MpVbwQHdq24r0PPgLgqWcH0PuBe3nvnTfp+3+P8vLgF3hpyKuxysyWLRuXIiI4fvz4FZ/zhQvhLFk0l0NxvIf4zJ81lbCKlUmTNi1HDh0gT74Cntfy5MvPkUPO51yidFlP8pw7Y7LnHH//tRMR4aFu7ejUoj5ff/ZBnOc5fuwoufLkBSBn7jwcP3YUgCOHDpA3v/c5C3jOGePypUvs+2cPBQoV8ek9ffz2y3S4vQ5vDRnApYiIWK/v+etPMmXOQr/eXbm7+a2899ogoqKiyJY9J1FRkZ7ui/mzpnLowD4AHnjkKXp3bcMvP8+mRduOfPHh2/R94tm4Tn8BqOlToD6wJnniLqhqFVUtD9wOtAAGBzimJCsbFsaTTz9Lm1Z30u6uFlSqVJmgOGoe3iIjI1m+bClff/cDPy9awvRpU1i0cEGCxzzY5//YvG0nK1b/Tt68+Xj+uaf8+TYAOHzoIDlz5UrycV9/+wOr121k/sJfWbZ0KT+OHgXAhHFj6N7jXv78ay8/TZ3Jg716Eh0dTeXKVVi8ZDmz5y1k9+6/yJM3L6pKz25duP++Hhw+fNhTdq7cuTl48MAVn3Pf7u0pW65SnDW8uOzcsY0PXn+JwW98mOi+r7w7nHHff0mnlg0IP3/O01USFRnJ76uX8+bHX/LdT/NYMGc6K5YuTrAsEUnS7WNPnjhOpsxZfNq334CXmbZ4HWNn/MKZ0yf4Ko4EHhUVxbpVy3nqhaGMmfEL+/7Zw9QJPyAivP3pN7z98gDuaX0bGW7J6Pks6zVswvhZS/jkmwksmjeTBk3uYM/unTz5UHeGPPsoFy6Ee5/ikohcW/XXi4hYkzwpVPUI0Ad4VBzBIvKOiKwWkY0i8tDVx7i1zSUiss591HO3fy8i7bz2Gy0ibeMr0z3fJyKyQ0R+BnInNf57ez3AshVrmLfgF7Jmy0apUrGbh94KFCzIrQ0akjNnTjJkyMCdzVuw/vd15MtfgAP793n2279/H/nzO83YPHnyEBwcTFBQEL3u782a1atjlZs/fwH27b3y+HwFCpAjRw5Onz7l6dh3yi0Q6/h06dLHOZCRmPwFnLIyZcpEpy73sHb1KgC+//Zr/texEwC169Tl4sWLHDt2zHOcqvLWG0MZMPBFXh/6Cq+9/ha97n+Qzz79yLPPxYsXSZ8uPfDv5/zdpLlkzpI1rmZiLIcO7qdf73t4fdgXFCpaHIDcefNz+OC/tdPDBw+QO6/zORcvWYYRP05l/KwltGjbkUJFnGPy5CtA9dr1yJY9J+nTZ6BB4zvZtnl9rPPlyJnL09Q+evgQOXLk9JzTu0Z8+OB+zzljpE2XLs6aYlxy5cmLiJAmbVraderB5vVrYu2TJ19+ypSrSKEixQgJCaHJna3ZumkDAFWq1+a7n+YxZsZiatS+lSLFr/wsL1wIZ+qE0XS5tw/D33ud1z74gqo16zJz8rgrQgaS/g8mDlbDTCJV/QsIxklYDwCnVbUmTrW/t4gUu+qQI8DtqloNp/M55rfsK+A+ABHJAtQDZiZQZnugDFAO6OnunyTeo8LTpkxOdJCk2e13smXzJsLDw4mMjGTJr78SFlaOfPnykSlzZlatXIGq8uMPo2h1V1sADh486Dl+2tTJlC9fIVa51WvUZNfOP9mzezeXLl1i4vhxtGrdBhGhYaPGnpHu0aO+o/VdbWIdX6ZsGLt27UrSe4+MjPQkwcuXLzNn1kzKubEVLFSYRYucmvP2bdu4GHGRXF412NE/fM+dzVuQPXt2LoSHe2oS4eFOLUZVOXz4EEWKFgX+/ZwP7t/Lz3Om0bLd3QnGdub0KR65tyP9nn+ZqjXrerbnypOXjBkzs2HdKlSVaZPGePoNY5rQ0dHRjPjoHTp1vx+Aeo2a8uf2rVy44Hxna1YupUSpsrHOedvtLZnqDqBMnTjaU27j21sybdIYVJUN61aRMVMWT9M9Rpas2YiKivLpj1ZMUlZVFs6dQcky5WLtU6Fydc6eOc2J4857WrnsF0/MMe/zUkQEX3/2AZ26P3DFsd9+/iFde/UlNDSUixcveGqBFy9ciNklGGd9ysuJBuuLAPRhoqqp5gGci2PbKSAPMBH4A1jvPnYDdwBFgc3uvlmAUcAmd59wr3K2ALmAvsC77rb4yhwG3O917E9Axzhi6wOsAdYUKlxYz0dEex71bq2vZcuGaYWKlXTG7Pme7WPGT9L8BQpomjRpNFfu3Nq02R2e17785nsNCyunYeXKa78nn/ZsX/LbKg0rV16LFSuuD/V9WM9djNLzEdHapWt3LVe+gpavUFFbtrpLd+7Zr+cjonXn7n16x50tPMdPmjJDS5YspcWKFdfBL7/q2b55206tXqOmFi9eQtt36Kgnzly44j2cj4jWoyfPaVhYOc85f122UvMXKKAZMmTQ7Nmza1hYOc++FStV1vMR0XrkxFmtUrWalq9QUcPCyun/PfKYngm/rOcjonXN+s1ap249rVCxklasVFmnzphzxbkaNrpNT52L0PMR0TpvwS9arnwFrVK1mv6+cZvns2jbrkOsz7l0WAUdOWa6btp7VjftPavDRozW3Hnza2iaNJo9Zy6t17Cpbtp7Vh99+kVNnz6DlilX0fNY/PtfumnvWR074xctWTpMCxYupl3u7aMb/zmjm/ae1eeGvKVFipXQIsVK6P0P9/ds37T3rL7+4UgtUbqsliwdpr36PuHZ3qFLTx074xfdtPesLtm4R2vf2kgLFy2htevfpks3/q2b9p7Vjf+c0c49e2vBwsW0ZJlynv2vfrTv3ENH/DjN87xazbqaLXsOTZs2nebOm18/HzVZN+09q7XqNdSSZcppydJh2qp9Z125/aDnfXXo0tNz/Bejp2qpsuW1ZJly2qZjV12367hu2ntW73vocS1WsrQWLV5Snx385hUxLFj9hzZocofn+buffa8lSpfVKjVq6y/rnc8P2AW8549ckCZPSS3+5KxEH8Aaf+YgielsTw1E5JyqZvR6XhxYDeTESW4jVHXuVccUBWaoagURGQJkxFmSPgi4qKoh7n7PAZdw1sXrpapbRWRSPGUOAzaq6tfu85+AH1U13omH1arX0KXLYzeJ/wuefvIJWra6iyZNmwU6FJ5+8glatW5D4yZNr9j+15HzAYoo+W3dtJ5RX37KGx+ODHQoCapYKNMpoLaq/nG9ZaXLW0oLdv8o0f12vddyrcaz4vq1SLVNchHJBXwOfKJO1p8L/J+IhLqvlxaRW646LAtwUFWjgR44TYQY3wL9AFR1q7stvjJ/BTq7fZz5gMbJ8BZTjWeeG8iF8PDEd7wBypevECtZ/teVq1iFWnUbeCaup0TuxPVT/kiWjsT7L5OjDzO1XRqZXkTWA6FAJE7z+n33tS9xmt/rxPmkjgLtrjp+ODBJRHoCcwBPtUNVD4vINmCK1/7xlTkZaAJsBf4Blvvn7aVOefLkoVUc/ZuB0OuB3onv9B/UvkvPQIeQIHfi+nF/lhlky7slTFXjnRPi1hoHug9vp4EK7j5/At6XNzwX84OIZABKAWN8KBPg0SSGb4zxl6TNvvKbVNsk9ycRaYZzI/ePVfV0oOMxxiRMcGqYiT38LVXVMJOLqv4M+HaphDEmRbAmuTHG+CJATXJLmMaYVEewFdeNMcZHydNHmRhLmMaYVMlqmMYY4wvrwzTGGN/ETCu60SxhGmNSJWuSG2OMj6xJbowxPhCxJrkxxvgoeVYjSowlTGNMqmRNcmOM8YU1yY0xxjd2aaQxxiSBPxKmiKTDuYNCWpx8OFFV4711tyVMY0yq5KcmeQTQRFXPubeiWSois1V1RVw7W8I0xqQ+fro00r0f2Dn3aaj7iPfOkLbiujEm1RHfb4KWU0TWeD36xCrLuZnheuAIMF9VV8Z3XqthGmNSpWDfmuTHErvNrqpGAVVEJCswWUQqqOrmuPa1GqYxJlUSSfyRFKp6ClgENI9vn3hrmCLyMQm05VX18aSFY4wx/uEkRL+MkucCLqvqKRFJD9wOvBXf/gk1yddcdzTGGJNMfGySJyYf8J2IBOO0uMer6oz4do43Yarqd97PRSSDqob7I0JjjLlefhol3whU9XX/RPswRaSuiGwFtrvPK4vI8GsP0Rhjro/gjpQn8p+/+TLoMwy4EzgOoKobgIZ+j8QYY3wlQnBQ4g9/82lakaruvaqDNcrvkRhjTBKk1NWK9opIPUDdS4eeALYlb1jGGBM/AYJS6OIbfYEPgQLAAWAu8EhyBmWMMYlJkcu7qeoxoNsNiMUYY3xyLRPT/cGXUfLiIjJdRI6KyBERmSoixW9EcMYYE58gkUQffj+nD/v8CIzHmeCZH5gAjPF7JMYYkwQpNWFmUNVRqhrpPn4A0vk9EmOM8ZEz6JP4w98SupY8u/vjbBEZAIzFuba8MzDL/6EYY4yPJOXdNXItToKMieohr9cUeD65gjLGmMSkqFFyVS12IwMxxhhfxTTJbzSfrvQRkQpAObz6LlX1++QKyhhjEpPSmuQAiMhg4DachDkLaAEsBSxhGmMCQgSCA5AwfRkl7wg0BQ6pai+gMpAlWaMyxphE+HvFdV/40iS/oKrRIhIpIplxbhRUyP+hGGOM71JkkxxY494caCTOyPk5YHlyBmWMMQkRkmf5tsT4ci35w+6Pn4vIHCCzu0qxMcYERoCuJU9o4nq1hF5T1XXJE9J/kxCYeWPGUfOuAYEOwfhZSmuSv5fAawo08XMsxhjjEyEwo+QJTVxvfCMDMcaYpEixE9eNMSalsYRpjDE+EPHbfcmTxBKmMSZVSqkrrouIdBeRl9znhUWkVvKHZowxcYu5CVpKXEB4OFAXuMd9fhb41O+RGGNMEgT58PA3X5rktVW1moj8DqCqJ0UkTTLEYowxPhFJoVf6AJdFJBhn7iUikguITtaojDEmESmyDxP4CJgM5BaRoThLu72erFEZY0wiUtQ9fWKo6mgRWYuzxJsA7VR1m/9DMcYY3wgpdFqRiBQGwoHp3ttU9Z/kDMwYY+KVTDXIxPjShzmTf2+Glg4oBuwAyidjXMYYkyAhBdYwVbWi93N3FaOH49ndGGOSnQAhfpg3JCKFcG63kwenYjhCVT+Mb/8kX+mjqutEpPa1h2iMMdfPT8u7RQJPuXktE7BWROar6ta4dvalD/NJr6dBQDXggD8iNcaYa+Gv2+yq6kHgoPvzWRHZBhQAri1hApm8fo7E6dOcdJ1xGmPMtfN98Y2cIrLG6/kIVR0RZ5EiRYGqwMr4CkswYboT1jOp6tO+RGaMMTdCEmqYx1S1RqLliWTEqQj2U9Uz8e2X0C0qQlQ1UkRu9SksY4y5gfx1pY+IhOIky9Gq+lNC+yZUw1yF01+5XkSmAROA8zEvJlawMcYkF0H8cosKcUaOvgK2qer7ie3vSx9mOuA4zj18YuZjKmAJ0xgTGP6buH4r0APYJCLr3W0DVXVWXDsnlDBzuyPkm/k3UcZQPwRqjDHXzB/rXarqUvB9BnxCCTMYyBhPYZYwjTEBkxKvJT+oqq/csEiMMSYJArG8W0IJMwDhGGNM4oTkWVE9MQklzKY3LApjjEkK8U8fZlLFmzBV9cSNDMQYY3wVcxO0G81us2uMSZUC0WdoCdMYkwoJQSlslNwYY1KklDjoY4wxKZaf1sNMEkuYxpjUJ6WNkhtjTEplTXJjjEkCa5IbY4yPUuptdo0xJkVxmuRWwzTGGJ+ktMU3jDEmhRIbJTfGGF9Yk9wYY3wl1iQ3xhifBaJJHoi5n8YVFRVFnRpV6dC2tWfb4kULqVuzGtWrVODBXvcSGRkJwI7t22lUvy5ZbknLB++/69n/jx07qF29iueRO3tmPv5wGACTJk6gWuXyZEgTxNo1a4jPvLlzqFS+DOXLluSdt9/0bN+zezcN6tWmfNmSdO/amUuXLsV5/LSpU3j9NWdx/oiICLp37Uz5siVpUK82f+/ZE+cxHw37gGqVy1O9SgV6dr+HixcvAtD7/vsoW6qY5/1sWL8egMk/TaJa5fI0va0Bx48fB+CvXbvo3rWzp8xLly7RrHFDz2eWJhhCvf6F//xVP1aMHcCKsQP4a95Qxr/f2/Nag+qlWDF2AGsnDmLel094tt9eL4wNk19k89TBPN3rds/2b4bey4bJL7JmwkA+H9yNkBDnRF1a1GDVuOdZPX4gi759koqlCwBQME9W5ox4nHWTBrF24iAeuee2eL+P957tyOapg1k17nmqlC3o2d7trtpsmvoSm6a+RLe7asd7/I/vPEDRAjkA6NS8OqvHD2TVuOeZ+snD5Mh6CwAdmlVl7cRBnF/7EdXKFY63rMe6NWbtxEGsmTCQ7964j7RpnDpWo5ql+e3H51gzYSAjX+lBcLDz/ts1rcLaiYP4+at+ZM/inKtYwZyMerOXd7FpgF+5jgpbzH3JE3v4myXMAPrkow8pExbmeR4dHc2D99/L96PHsnb9ZgoXKcIP338HQLbs2Xnvg4/o9+TTV5RRukwZVq5dz8q16/lt1VoyZMhAm3btAShfvgJjx/9E/QYN440hKiqKfo8/wtTps/l941YmjB3Dtq1bARg08Dkee6I/W7bvJFvWbHz79VdxlvH+u2/Tp+/DAHz79Vdky5qNLdt38tgT/Rk08LlY++/fv5/hn37EshVrWLt+M1FRUUwYN9bz+utvvuN5T5WrVAHgs08/Zuny1TzY+yHGjfkRgCGDX2DIy695jkuTJg2NmzRlwvhxBAvoVXeeavbAMOp0eZM6Xd5k5cbdTFm4AYAsGdPz4cBO3N3vC6p3HEq3Z5z3GRQkDBvQibaPDqfq/17j7ubVKVs8LwBjZ6+mcvtXqXH366RPF0qv9vUA2HPgOHc8OIyanV7njZFz+PSFewCIjIpmwPs/Ue1/Q2nU810e6tzQU5a3O+uXo0ThXFRo+zKPvjaGjwZ2ASBb5gwM6tOChj3epUH3dxjUpwVZM6WPdXxY8bwEBwWxZ/9xgoODeOeZjjTv8yG1Or/B5j/307dzIwC27DpAl6dGsnTdrji/U4D8ubLw8D2NuLXb29S4+3WCg4K4+87qiAhfvtKDngO+ocbdr/PPwRN0dxP4/3VpRP3ub/PlpGV0blHD+Z4eac2Q4TO8i74ELAA6X33OpBAf/vM3S5gBsm/fPubMnkmv+x/0bDt+/Dhp0qShVOnSADRpdjtTJk8CIHfu3NSoWZPQ0NB4y1y0cAHFipegSJEiAJQNC6N0mTIJxrF61SpKlChJseLFSZMmDXd37sKM6VNRVX5ZtJAO/+sIQLce9zJ92pRYx//5xx+kTZuWnDlzAjBj+lS69bgXgA7/68jihQvQqzMXEBkZyYULF5z/h4eTL3/+BOMMCgoiIiKC8PBwQkNDWbp0CXny5KVkqVJX7HdXm3YsmD+HIIGoeG7Vl+mWdDSqWZrpizYC0LlFDaYu2MDeQycBOHryHAA1KxRl195j7Nl/nMuRUUyYu47Wt1UCYO7SrZ7y1mz+mwK5swGwYsNuTp29AMCqjbspkCcrAIeOnWH99n0AnAuPYPvuQ+TPlTVWbK0bVeLHGauc4zftIUum9OTNmZnb64WxYMV2Tp4J59TZCyxYsZ07bi0X6/guLWsyfbHzvsTt57slfRrnfWdMz8GjpwHYsfswf/59JL6P2yMkOJj0aUMJDg4ifbo0HDx6mhxZb+HS5Uh2/uMcv3DFdto1rQI4f/TThoaQIV0aLkdGcWvVEhw+doZd/xy9uugpQLdEA0hAkEiiD3+zhBkgzzzVj6FvvE1Q0L9fQc6cOYmMjPQ0nydPmsi+vXt9LnPCuLF06nxPkuI4cGA/BQsW8jwvUKAg+/fv5/jx42TJmpWQEKfVVKBgQQ4c2B/r+OW/LaNK1WpXllfIKS8kJITMWbJ4mtD/nqMA/fo/TenihSlWKB+ZM2eh2e13eF4f8tIgalatxDNP9SciIgKAZ557nlZ3NmPWzOl06nIPbw59lecHvRgrnvIVKtC5Uycio+N/z3c1rsTiVTs4e97pBihVJDdZM2dg7sgnWDb6Wbq2rgVA/txZ2Hf4pOe4/YdPUiBXlivKCgkJ4p5WtZj/21audl+7esxdFnt74XzZqVKmIKs374n1Wv7cWdl3yPucp8ifOyv5c2W9MpYjp+JMuHWrFOf3bc6/mcjIaJ54fRyrxw/kr3lDCSuel2+n/Bb/B3OVA0dPM+z7Bfwx+1V2zx/KmXNOoj528hwhIcGepnz7ZlUomMf5g/HO1/OZ+fljtGxYgfFz1jCgd3PeGDknruI3AzV9DuYq/7kmuYioiLzn9fxpERmSyDHtRCT2n03ntSEisl9E1ovInyLyU3z7XnXctyLSMclvwEciUlRENiflmFkzZ5A7V26qVa9+dVl8/8NYnn26P/Xr1iJTpkwEBwf7VOalS5eYOWMaHTrenZRQrtuhQwfJmStXko45efIkM6ZPZdufu/nrnwOcDz/PmNE/APDK0DfYsHk7S1es5uSJE7z3zlsANG12O7+tWsukKdOZMW0qdzZvyZ9//ME9nTvy8EO9CQ8PByA0JJjjJ05w5uzZeM/fqXl1xs9Z63keEhxEtbBCtH/sM9o88inP925OycK5fXovHz7fmWXrdrLs9yubtg1rlOLednV54cOpV2y/JX0axrz7IM+8O8mTsP0pb84sHDvpvPeQkCB6d2xAnXveovgdg9j8x36euf+OREr4V9ZM6Wl9W0XCWg+m+B2DuCV9Grq0dHJczwHf8PZTHVgy6mnOno8gKtr5C7Vw5XZu7fY2Hft9QevbKjF36RZKFcnNj+88wJgxY4oAGdzio3Ca5pmu7Z360iBPXTXMCKCDiORMwjHtgISS4AeqWkVVSwHjgIUikrTf1hRg+W/LmDFjGmVKFqVnty4sXrSQXj27A1Cnbl0WLF7C0uWrqN+gISXd5nli5s6ZTZWq1ciTJ0+SYsmfvwD79v1bi92/fx8FChQgR44cnD51yjOAsn/fPvLnLxDr+HTp0hNx8eKV5e2NqeFEcub0aXLkyHHFMQsX/EzRosXIlSsXoaGhtGvXgRXLnZpPvnz5EBHSpk1Lz/t6sWb1qiuODQ8PZ9T339L34Ud47ZXBfPn1d9S7tT5jfxwNOLWKO26/nRxZMhIa5Dz3HvjJkfUWapQvyuwl//6N23/kFPOXbyP84iWOnzrP0nU7qVS6AAeOnPbUnAAK5MnGfrdJCzCwTwtyZcvIs+/9dEWMFUrl57OXunJ3/xGcOH3esz0kJIgx7/Zm3Ow1THX7T6924MgpCub1PmdWDhw5xYGjp66MJXdWDhw9Fev4CxGXSJvG6bapXNoZMNq97xgAE+evo07l4nGeNy5Napdlz4HjHDt5jsjIaKYs3ECdysUAWLlxN80eGEaDHu+ydN1Odl7VvE+fLpQed9Xm8/G/8kLfVjz44iiWLVt2jiub4WmBa/ur4UPtMlXVMIFIYATQ/+oX3FrZQhHZKCILRKSwiNQD2gDvuLXIEgkVrqrjgHlAV7fM6iLyi4isFZG5IpIvjvO+JCKrRWSziIwQRwkRWee1T6mY5/GV6W7fICIbgEeS+sG8OvQNdu3Zx46de/h+9Fhua9yEb753alhHjjj/8CIiInjvnbfo3aevT2WOHzcmyc1xgBo1a7Jz55/s2b2bS5cuMWHcWFq1boOI0PC2xvw0aSIAo0d9R+u72sY6vmxYGLt27vQ8b9W6DaNHOQNVP02aSKPGTWKtKlOoUGFWrVpBeHg4qsqihQsoU9YZ/Dp48CAAqsq0qVMoV77CFcd+8N47PPzo44SGhnLhwgVEhKCgIE8N8/DR4zRu0oRL0cLlaIhWuOzVPG/frCqzl2wm4lKkZ9v0xRupV6WE208XSs0KRdm++xBrtvxNycK5KJI/B6Ehwdx9ZzVmuv2D97Wvy+31wuj5/LdX9NEWypuNse/25oEXv/f08cX4fHA3duw+xEc/LIz3+5j5yyZPl0CtikU5c+4Ch46dYf5v22hWtyxZM6Una6b0NKtblvm/bYt1/I7dhylR2KlDHDh6mrLF85IzW0YAmtYpy47dh+I999X2HjpBrYrFSJ/OScCNa5Vhx+7DAORyy0wTGsJT993OyIlLrzi2f89mDB/zC5GR0aRPF4qiREdHK//WMHMAx4DLPgfkJeYmaDe6DzO552F+CmwUkbev2v4x8J2qfici9wMfqWo7EZkGzFDViT6Wvw4oKyKhbpltVfWoiHQGhgL3X7X/J6r6CoCIjAJaq+p0ETktIlVUdT3QC/gmkTK/AR5V1V9F5J34ghORPkAfgEKF45+64e2D995h9qwZREdH07vP/3Fb4yYAHDp0iFvr1ODsmTMEBQXxyUfD+H3jVjJnzsz58+dZ+PN8Phn+xRVlTZ0ymSf7Pcaxo0fp0LYVlSpXYfqsuRw4cICHH3qQKdNnERISwgcffsJdre4kKiqKe++7n3LlywMw9PW36NGtCy8PfoHKVapy3/0PxIq3foOGDHj2KVQVEeG++x/g/vt6UL5sSbJly86o0c7ot/c5a9WuTfsOHalbqxohISFUrlyVB3r3AaBXz24cO3oURalUqQofD//cc64DBw6wZvUqBr04GID/e+Qx6tetSZYsWRk/aQoAvyxeRPMWreL9fO++szrvfjPvim07dh9m/m9bWT3+eaKjlW8n/8bWXU7i7v/WeKYPf4TgIOG7qSvY9peTcD4e2IV/Dp5g8XdPOZ/1wvW8MWIOz/dpQfastzDseWcAODIqmvrd3qZeleJ0a12bTX/sZ8XYAQAM/mQac5du5cGO9QH4cuJS5izdwp31y7Nl2mDCL17moSHOH9KTZ8J5Y+Qclv7wLACvj5jDyTPhsd7f7CWbaVi9FItW7uDg0dO8PmI287/sx+XIKP45eII+g53y2jSuxPvP3U3ObBn56aO+bNyxnzaPfEq+XFkY/lJX2j/2Gas3/83kn39n+Y/PERkVzYbt+/hq0jLnc7m3GS0aVCAoSBg5YQm/rP7DE0O+XFmoUaEIr4+YDcBnY35h6Q/PcvH0wdzAj+5ujYGZ8X5RPgjETdAkrhFMvxQsck5VM4rIKzh/RS4AGVV1iIgcA/Kp6mU3MR1U1Zwi8i3xJEy3//Ocqr7rta0/UBonMf8G/OW+FOyWeYd3mSLyP+BZnL9y2YGPVfVNEekG1AKeBP5wf84XV5lAJ2CjqhZ2Y6gE/KiqV1aFrlK9eg1dtjL+uZCp2VP9n6BV67to0rRZoEOh890deG3om56ZBjGy1Xw0QBHdWOnShjJ3xOM07vU+ToUu5bi4/tO1qlrDffoTMADn9y3JwipW1W+nLE50vzols3qf87rdiCt9huHUBL9JhrKrAmtw/thsUdW68e0oIumA4UANVd3rJuB07suTgMHAQmCtqh4XkfxxlSkiWf3+LlK5ZwcMZPWqlYEOg0uXLtGmTbtYyfJmcjHiMq9+PosCubN6pkmlQGlwphVdU7KMEYhLI5N9WpGqngDGA97tud+ALu7P3YAl7s9n8XHUzK0t3gGMAXYAuUSkrvtaqIiUv+qQmOR4TEQyAp6Rc1W9CMwFPuPfxB5nmap6CjglIvW94r+p5cmTh9Z3tQl0GKRJk4ZuPXoGOoyA+3n5tpScLMEZHf/+egsRHx7+dqPmYb4HeI+WPwb0EpGNQA8g5lq0scAzIvJ7PIM+/WOmFQHdgSaqelRVL+EkwLfcgZj1QD3vA91ENxJn/tdcYPVVZY8GonEGkkikzF7ApyKynsB0pRhzUxOcaXiJPfwt2ZrkqprR6+fD/Ds6hqr+DTSJ45hlxDOtSFWHAEMSON96INY1gKp6n9fPLwAvxFNEfeAbVY3yocy1QGWvTc/GF5cxJhnYakWBIyKTgRLEkcSNMSmTP/KliHwNtAaOJDZwC3ZpJACq2l5VK6nqsUDHYozxReLNcR+b5N8CzX09qyVMY0yqFLO4SEKPxKjqr8AJX89pTXJjTKqThFHwnCLiPQF6hKqOuNbzWsI0xqRKPja5j6W2ievGGON3NkpujDE+CsQEaBv0McakPuKfiesiMgZYDpQRkX0iEnuFGS9WwzTGpDrOlT7XX46qJmlNREuYxphUKRBNckuYxphUKTmuFU+MJUxjTKpko+TGGOMja5IbY4wPYpZ3u9EsYRpjUh9b3s0YY3xnTXJjjPFJ8qyonhhLmMaYVMma5MYY44PkuslZYixhGmNSJWuSG2OMj6xJbowxPrImuTHG+EKsSW6MMT7x1/JuSWUJ0xiTKlmT3BhjfGQ1TGOM8ZH1YRpjjI+sSW6MMT4QW63IGGN8Z01yY4zxkTXJjTHGR9YkN8YYHwhCUAAyZtANP6MxxqRSVsM0xqRK1iQ3xhhfCAFpklvCNMakOrbiujHGJIU1yY0xxjfWJDfGGB9Zk9wYY3xlTXJjjEmcEJgmuajqDT/pzUhEjgJ/BzqO65ATOBboIG5i/4XPv4iq5vJHQSIyB+czScwxVW3uj3OCJUzjIxFZo6o1Ah3Hzco+/5TBLo00xhgfWcI0xhgfWcI0vhoR6ABucvb5pwDWh2mMMT6yGqYxxvjIEqYxxvjIEqYxxvjIEqbxGxHJIyKNRSRdoGMxVxKRfCIyMtBxpHaWMI0/dQEeAhpa0kxxLgL5ROT7QAeSmlnCNNdN3BtEq+qHwG6gPXCriIQGNDADON+Pqp4EXgLKiIhNUbpGljDNdVN3bpqINANqADWBV4DGIpI2kLEZ5/sRkbbAO8ASoIqIjAlwWKmSJUzjFyJSCHgTeMK95nkuThO9ntU0A0tE0gB9gLdV9WngLiDY+jSTzhKm8ZfzwGngFgBVfQVIB3wANBUR+7cWOApEAsHu8+PAKKCF9Wkmjf0jNtckpt9SRHKKSE5VPQH8BlQTkeLubt8CJ4HdqhodmEhvPl7fTUURKQpkBEYCH4tIFVWNBM4CPwLDAxZoKmSXRpprJiLtgL5ABDAT55fwNiAtsBdoi9NEXxSgEG9aItISeA2YAHQE7gbuAF4EfgB6AD1UdUHAgkyFLGGaayIi1YBPgObAq0AVVW0kIuWBUkA1YLGqLgxgmDcdt3ZZCBiHkyjbAD2Bu1T1mIjUAjIAEaq6PHCRpk52iwpzrdIB44EWOKPiPdzt51R1CjAlMGHd3NwR8aM4o+G1cb6Xnm6yvBNYq6qpfeX2gLE+TJMkIlJeRJrgNL+bA08D3VV1lzt1ZaSIZLdBnhtPRCqJyI+qegFnetdXQEtV/VNE6gODgMwBDTKVsxqmSar2QDVV7SAi64FsOAM95YGhwAB3AMjcICIS5A6qHQIuiUhWoB/ONK+3RGS5+3ywqv4VqDj/C6wP0/hERIJVNcr9eSbOJOhVwMNAYZyayzhVne1eWWL/sG4QEblFVc+LSEbga2CVqr4rIrmBgcAeYIuqzrfv5vpYwjSJcgd4agB73YT4JBClqh/G1G5EJL3bFDQ3kDttaBLOiPgCICvOYNwAVd0auMj+m6xJbnyRHafpfb+IVACigMdE5BdVXe/uczFQwd1svGuJqrpHRN7E6U/uCJxwH4WArd4tA3P9rIZpYon5hRSRmjh/VI+5Awf5gAfcbf1x+sSGefWhmWTm9d00AuoCy4GlgODcp/sVnCldaYBbVfVswIL9D7KRTHMFEQlxfyFb4lw+VxNYKiK3q+pB4C1VHQI8D3QWkbSWLG8cr+/mU+ACzkDby0AZVT0EPAK0BhYBVQIV53+VJUwDgIjkBVDVSBEJw+kTaw38DYQDM0WklapedvcbjtP0qx2gkG8a7uWnVdyfc+PMrWwNbANy4fRbdhWR0qp62U2cOXH+2Bk/soRpcOdMvi0ikwBUdRtwD5AbGKKqxYDngOkicrt7TAmgIE5CNcnE/W6eBHq714EfAZ7FWeTkNaA+MANnZaheIpLVnVaUCZgTmKj/uyxhGtwm9TMAIvKtu20HUBaY5+62HZiG01cGcBBorKqWMJOR+918gHO9fg8Rqaqqe3FqlSdU9SjO/MuNwLeqekpVTwGdbZTc/2zQx3iISE6cq0NOq2pPEbkDuB/YiTMCe4+q/m5z+W4M78/Z/W4Gui99B2wGfgcO4Fy7/7iqzvSa5mXfUTKwhHkT8xpxLQKkU9UdIpIL+Bw4qqp9RaQNzuDBWlWdGch4byZe3009nOv2TwMbgLdwavmfAfuAlsA/qro6YMHeRCxh3uTc678H4izHdhFn+a/zwBc4Nc37vPa1WssNJCKtcaYJfYkz+v0UztVVL+AsofeFqm4MXIQ3H+vDvAl5LTBbFngcaIZzS4kKwEl3YOEhIJeIVI45zpLljSEiQSKSBeey0+bAGeAUsNG9Tv8VnIsHLgcsyJuU1TBvIl79WzH/L43TN3kW6Ap0U9W/RKSWqq4SkdCYaUQmebn33Ynyul5fcPqTNwD/Ax5U1T/cFsFa4KBdwXPj2aWRNwk3OfYUkcxAkIi8AxwBKgElga5usmwGvCMi7VV1T+Aivnm4Nf3BQGZx7rI5FmdV9N04Kw5Vd5PlrTiLNXdX1X0BC/gmZgnzJiAiZXAWaPgKOIqTIJfjNPcm4qzI3VZEwnGagc9Zsrwx3O9mDE4/5ULgTqAWTvfINzgDPt+KyESgOzDI+i0DxxLmf5yIlANGAwNVdZrX9iPAdKA6ThKtgTMR/TFVXWgDPMlPnFsTzwDeV9XP3M3bRKQxTldJI1UdJCJ7cFoDD6vqUvtuAsf6MP/j3JW2f1XVIPe5Zxk2ERmGswpRL7se/MYTkbtw5rmOAuap6jmv13oDXVS1aaDiM7HZKPl/nKouBVqJyC4RyaGqF0QknfvyciDEkmVgqOp04CegEc614Bm9Xp4JpBWRbAEJzsTJEuZNQFVnA48Cq0Qku6rGrF0ZAZwSkdCYqUbmxoj5vFV1FLAGKA/c404nAneKFxAZmAhNXKwP8ybhrpT+KM4vZ3F3sOFNoJ9NHboxrlr4V2Oeq+ooN3/WBE6IyFngXZwBHlvPMgWxPsybjIi0wBkx3w08o6qzAhzSTcHtBsnvTt0qAxxS1dNXXS/eHWfmQlOceZczbYAnZbGEeRMSkaZAZlWdHOhYbhYiUhXnHu7pcKYHNYmZunVV0rwb595JKyxZpjyWMG9i9gt5Y4nI+zjzXAer6ltXvWbfRSpgCdOYZHRV7bEy0ApnvuscYLGqnhHntiA2uJMK2KCPMcnEa4m223AWY45W1ddFpBvuNfwicgtQRUTetKSZ8tm0ImOSiZss7wA+BHIATURkLTAB+BnoDAwDtlqyTB2sSW6MH7kro+ePud5bRD4B1qnq1+7z4UABVW0rInmAtKr6j/Vhpg5WwzTGT9wl2h4A+ohINXfzeZzLT2MMwLlYIIOqHlbVf8DWGk0tLGEa4yeqeglYjLOYSRcRKYmzVNtAdx1LcJbTK49zEzOTyliT3Jjr5K46FKaq89znRYHeQBqcK3ZK4izfthSoi7N8nt0fKRWyhGnMdXCb4X8ChYCROMuw/YQzQb0BkAXnNrlBQHrgFlXdan2WqZMlTGOukzu/chrObW+/Bgbh3KysHHAcCAeGquqfAQvS+IX1YRpznVR1A9AGZ5k2UdXaONOFduIM+PTEucujSeWshmmMn4hILWAe8LyqfuZ1s7liqro70PGZ62dX+hjjJ+6dNpsBs0QkraoOc1/aA3a9+H+B1TCN8TMRqY1zJU95nJWH7JfsP8ISpjHJQEQyq+qZQMdh/MsGfYxJHmfh31tRmP8Gq2EaY4yPrIZpjDE+soRpjDE+soRpjDE+soRpkoWIRInIehHZLCITRCTDdZT1rYh0dH/+UkTKJbDvbSJS7xrOscddy9Kn7Vftcy6J5xoiIk8nNUYTeJYwTXK5oKpVVLUCcAno6/2iiFzTRROq+qCqbk1gl9uAJCdMY3xhCdPcCEuAkm7tb4mITAO2ikiwiLwjIqtFZKOIPATOVBwR+UREdojIz0DumIJEZLGI1HB/bi4i60Rkg4gscJdV6wv0d2u3DUQkl4hMcs+xWkRudY/NISLzRGSLiHwJJDr9R0SmiMha95g+V732gbt9gYjkcreVEJE57jFLRKSsXz5NEzB2aaRJVm5NsgXOXRIBqgEVVHW3m3ROq2pNEUkLLBOReUBVoAzOaj95gK04qwB5l5sLZzm1hm5Z2VX1hIh8DpxT1Xfd/X4EPlDVpSJSGJgLhAGDgaWq+oqItMJZKT0x97vnSA+sFpFJqnocuAVYo6r9ReQlt+xHgRFAX1X90736ZzjQ5Bo+RpNCWMI0ySW9iKx3f14CfIXTVF7ltRDFHUClmP5JnLUjSwENgTGqGgUcEJGFcZRfB/g1pixVPRFPHM2Acl7zxzOLSEb3HB3cY2eKyEkf3tPjItLe/bmQG+txIBoY527/AfjJPUc9YILXuW3FolTOEqZJLhdUtYr3BjdxnPfeBDymqnOv2q+lH+MIAuqo6sU4YvGZe6vcZkBdVQ0XkcU4iwTHRd3znrr6MzCpm/VhmkCaC/yfiIQCiEhpce7T/SvQ2e3jzAc0juPYFUBDESnmHpvd3X4WyOS13zzgsZgnIlLF/fFXoKu7rQVX3qgsLlmAk26yLItTw40RhHOfcdwyl7rXke8Wkbvdc4i70LBJxSxhmkD6Eqd/cp2IbAa+wGn1TMa57cNW4Htg+dUHqupRoA9O83cD/zaJpwPtYwZ9gMeBGu6g0lb+Ha1/GSfhbsFpmv+TSKxzgBAR2Qa8iZOwY5wHarnvoQnwiru9G/CAG98WoC0mVbNryY0xxkdWwzTGGB9ZwjTGGB9ZwjTGGB9ZwjTGGB9ZwjTGGB9ZwjTGGB9ZwjTGGB/9Pxwcy1lqeZpAAAAAAElFTkSuQmCC"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["# import itertools\n","# from sklearn.metrics import confusion_matrix\n","\n","# class_names=['Delayed','Not Delayed']\n","\n","# def plot_confusion_matrix(cm, classes,\n","# normalize=False,\n","# title='Confusion matrix',\n","# cmap=plt.cm.Blues):\n","# \"\"\"\n","# This function prints and plots the confusion matrix.\n","# Normalization can be applied by setting `normalize=True`.\n","# \"\"\"\n","# if normalize:\n","# cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n","# print(\"Normalized confusion matrix\")\n","# else:\n","# print('Confusion matrix, without normalization')\n","\n","# print(cm)\n","\n","# plt.imshow(cm, interpolation='nearest', cmap=cmap)\n","# plt.title(title)\n","# plt.colorbar()\n","# tick_marks = np.arange(len(classes))\n","# plt.xticks(tick_marks, classes, rotation=45)\n","# plt.yticks(tick_marks, classes)\n","\n","# fmt = '.2f' if normalize else 'd'\n","# thresh = cm.max() / 2.\n","# total_rows = cm.sum()\n","# for i, j in itertools.product(range(cm.shape[0]), range(cm.shape[1])):\n","# value = format(cm[i, j], fmt)\n","# per = format(cm[i, j]/total_rows * 100, '.2f')\n","# plt.text(j, i, f'{value} ({per}%)',\n","# horizontalalignment=\"center\",\n","# color=\"white\" if cm[i, j] > thresh else \"black\")\n","\n","# plt.tight_layout()\n","# plt.ylabel('True label')\n","# plt.xlabel('Predicted label')\n","\n","\n","# y_true = testSet.select(\"label\")\n","# y_true = y_true.toPandas()\n","# y_true['label'] = y_true['label'].replace([0],'Not Delayed')\n","# y_true['label'] = y_true['label'].replace([1],'Delayed')\n","\n","# y_pred = testSet.select(\"prediction\")\n","# y_pred = y_pred.toPandas()\n","# y_pred['prediction'] = y_pred['prediction'].replace([0],'Not Delayed')\n","# y_pred['prediction'] = y_pred['prediction'].replace([1],'Delayed')\n","\n","# cnf_matrix = confusion_matrix(y_true, y_pred,labels=class_names)\n","# plt.figure()\n","# plot_confusion_matrix(cnf_matrix, classes=class_names,\n","# title='Confusion matrix')\n","# plt.show()"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"757b09e1-c687-4d0d-9e68-6dc0be2380fe","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 4\u001b[0;31m \u001b[0mtrainingSummary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlr_Model\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mroc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtrainingSummary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtoPandas\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 6\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'FPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'TPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mNameError\u001b[0m: name 'lr_Model' is not defined"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mtrainingSummary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlr_Model\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mroc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtrainingSummary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtoPandas\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'FPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'TPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mNameError\u001b[0m: name 'lr_Model' is not defined","errorSummary":"NameError: name 'lr_Model' is not defined","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# # https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc\n","\n","\n","# trainingSummary = lr_Model.summary\n","# roc = trainingSummary.roc.toPandas()\n","# plt.plot(roc['FPR'],roc['TPR'])\n","# plt.ylabel('False Positive Rate')\n","# plt.xlabel('True Positive Rate')\n","# plt.title('ROC Curve')\n","# plt.show()\n","# print('Training set areaUnderROC: ' + str(trainingSummary.areaUnderROC))"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6ceda3ed-0d57-467b-86d7-3c45101a1c75","showTitle":false,"title":""}},"source":["## Interpretation"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"84569cee-f775-48c2-aa05-fb46520c667d","showTitle":false,"title":""}},"outputs":[],"source":["import shap\n","\n","# https://www.databricks.com/blog/2022/02/02/scaling-shap-calculations-with-pyspark-and-pandas-udf.html\n","# https://www.databricks.com/blog/2022/02/02/scaling-shap-calculations-with-pyspark-and-pandas-udf.html\n"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"8db06ecb-c61f-4315-b1ca-c589bb3bff22","showTitle":false,"title":""}},"source":["# Decision Tree"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"79dc9d2e-0fb5-4a02-9d3e-5d86b4ea22dd","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[30]: "]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[30]: ","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["from mlflow.tracking import MlflowClient\n","client = MlflowClient()\n","experiments = client.search_experiments()\n","experiments[0]"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"3f772f35-e2c7-469d-98d2-ac3f7299f9b4","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[10]: '1215577238262467'"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[10]: '1215577238262467'","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlflow.create_experiment(name='/Users/limdo@berkeley.edu/hyperparam_tuning_WIP')"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"36c686d9-23eb-463d-911c-dac7675ece11","showTitle":false,"title":""}},"source":["## Train DT Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ed676569-d8e2-49f2-a25e-eca74252db0b","showTitle":false,"title":""}},"outputs":[],"source":["paramGrid_dt = {'maxDepth': [5,7,10],\n"," 'maxBins': [100,250,350]} \n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"934d95b0-458a-4a16-b2ae-a6261dc10cf7","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxDepth': 5, 'maxBins': 100}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n","------------------------------------------------------------\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.33\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.48\n","Parameters: {'maxDepth': 5, 'maxBins': 250}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.45\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.33\n","------------------------------------------------------------\n","f2 was NOT BETTER, score was 0.48 with best f2 score 0.48\n","Parameters: {'maxDepth': 5, 'maxBins': 350}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.45\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.33\n","------------------------------------------------------------\n","f2 was NOT BETTER, score was 0.48 with best f2 score 0.48\n","Parameters: {'maxDepth': 7, 'maxBins': 100}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.58\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.48\n","Parameters: {'maxDepth': 7, 'maxBins': 250}\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n","------------------------------------------------------------\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.58\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 7, 'maxBins': 350}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.58\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 100}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 250}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 350}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was NOT BETTER, score was 0.49 with best f2 score 0.49\n","Training on full train dataset, and validating on dev dataset with best parameters from CV:\n","{'maxDepth': 10, 'maxBins': 250}\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.765 0.765\n","F2 Score 0.611 0.538\n","Recall 0.582 0.579\n","Precision 0.765 0.417\n","Accuracy 0.702 0.788\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxDepth': 5, 'maxBins': 100}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n------------------------------------------------------------\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.33\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.48\nParameters: {'maxDepth': 5, 'maxBins': 250}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.45\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.33\n------------------------------------------------------------\nf2 was NOT BETTER, score was 0.48 with best f2 score 0.48\nParameters: {'maxDepth': 5, 'maxBins': 350}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.45\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.33\n------------------------------------------------------------\nf2 was NOT BETTER, score was 0.48 with best f2 score 0.48\nParameters: {'maxDepth': 7, 'maxBins': 100}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.58\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.48\nParameters: {'maxDepth': 7, 'maxBins': 250}\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n------------------------------------------------------------\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.58\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 7, 'maxBins': 350}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.54\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.58\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 10, 'maxBins': 100}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 10, 'maxBins': 250}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 10, 'maxBins': 350}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.49\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was NOT BETTER, score was 0.49 with best f2 score 0.49\nTraining on full train dataset, and validating on dev dataset with best parameters from CV:\n{'maxDepth': 10, 'maxBins': 250}\n CV Result of dt\n Train Test\nROC AUC 0.765 0.765\nF2 Score 0.611 0.538\nRecall 0.582 0.579\nPrecision 0.765 0.417\nAccuracy 0.702 0.788\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 8\u001b[0m )\n","\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 10\u001b[0;31m dtModel, pred_result_dt = validation(full_train_df, full_test_df, \n","\u001b[0m\u001b[1;32m 11\u001b[0m \u001b[0msampling\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 12\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'dt'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters, comments)\u001b[0m\n","\u001b[1;32m 234\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 235\u001b[0m \u001b[0mvalidate_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 236\u001b[0;31m \u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf' CV Result of {model_type}'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbest_parameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 237\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 238\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, hyperparams, x_test)\u001b[0m\n","\u001b[1;32m 151\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"val_recall\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmetrics_m_valid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrecall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 152\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"val_fMeasure\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmetrics_m_valid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfMeasure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1.0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbeta\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2.0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 153\u001b[0;31m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"truePositive\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfusion_matrix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 154\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"trueNegative\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfusion_matrix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 155\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"falsePositive\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfusion_matrix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mUnboundLocalError\u001b[0m: local variable 'confusion_matrix' referenced before assignment"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mUnboundLocalError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 8\u001b[0m )\n\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m dtModel, pred_result_dt = validation(full_train_df, full_test_df, \n\u001b[0m\u001b[1;32m 11\u001b[0m \u001b[0msampling\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'dt'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters, comments)\u001b[0m\n\u001b[1;32m 234\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 235\u001b[0m \u001b[0mvalidate_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 236\u001b[0;31m \u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf' CV Result of {model_type}'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbest_parameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 237\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 238\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, hyperparams, x_test)\u001b[0m\n\u001b[1;32m 151\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"val_recall\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmetrics_m_valid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrecall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlabel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 152\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"val_fMeasure\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmetrics_m_valid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfMeasure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1.0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbeta\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2.0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 153\u001b[0;31m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"truePositive\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfusion_matrix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 154\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"trueNegative\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfusion_matrix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 155\u001b[0m \u001b[0mmlflow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_metric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"falsePositive\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfusion_matrix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mUnboundLocalError\u001b[0m: local variable 'confusion_matrix' referenced before assignment","errorSummary":"UnboundLocalError: local variable 'confusion_matrix' referenced before assignment","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["dt_best_parameters, dt_best_score = blocktimeSeriesCV(parquet_string='full', \n"," sampling = 'down',\n"," param_grid = paramGrid_dt, \n"," pipeline_fn = tree_pipeline, \n"," model_type='dt',\n"," k=2,\n"," metric='f2'\n",")\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2c0d61e8-0a28-4a7a-ba83-de365bff4c52","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of dt\n"," Train Test\n","ROC AUC 0.765 0.765\n","F2 Score 0.611 0.538\n","Recall 0.582 0.579\n","Precision 0.765 0.417\n","Accuracy 0.702 0.788\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of dt\n Train Test\nROC AUC 0.765 0.765\nF2 Score 0.611 0.538\nRecall 0.582 0.579\nPrecision 0.765 0.417\nAccuracy 0.702 0.788\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAA/wAAAH1CAYAAABLMfUaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd1RUx/v48TddBUXFGrsYUcSOYtdgQxSWohF7771EbB+DRlFii0LUYE8UsdAUo0bFFo29RwWDxogxFiwIKHV/f/DjflnpaILi8zrHc7L3zp2ZO7sQnjvPzGqp1Wo1QgghhBBCCCGEKFC087sDQgghhBBCCCGEeP8k4BdCCCGEEEIIIQogCfiFEEIIIYQQQogCSAJ+IYQQQgghhBCiAJKAXwghhBBCCCGEKIAk4BdCCCGEEEIIIQogCfiFEEIIIcQHx9/fn169er23+g4ePEjbtm1p2LAhN27cyLZ8v3792Llz53trXwgh8oME/EIIIYQQBYxarebHH3+kW7duNGjQgDZt2jB+/HhCQ0Px9vamT58+6a559uwZFhYWhIWFpTvn6elJnTp1aNiwIZaWlri4uHDp0qX/4lYUZmZm3Lt3L8/Xe3h48L///Y9Lly5hbm6eq2tz8vChX79+1K1bl4YNGyr/3nWM/uuHDu/7Icu7OHPmDG3atMnvbgjx0ZOAXwghhBCigFmwYAE//vgjs2bN4uzZsxw4cIAOHTpw7Ngx7O3tuXTpEvfv39e45ueff6ZmzZrUrFkzwzq7dOnCpUuXOH36NFZWVkyYMOG/uJX35u+//+bzzz//V9uYM2cOly5dUv41bNjwX20vO4mJifnafl59rP0W4kMkAb8QQgghRAHy559/snXrVpYtW0bz5s3R19encOHC2NvbM3z4cMqVK0ezZs0ICgrSuC4wMBCVSpVt/bq6utjZ2fHo0SOePXsGwKtXr5g5cyatWrWidevWLF++nKSkJADu3btH3759ady4MVZWVkycOBGAiIgIzMzMNIK7zGa0UzMSVCoVDRs25Oeff05XJjk5mVWrVvHFF1/QvHlzpk2bxqtXr4iPj6dhw4YkJSWhUqno0KFDhvd18uRJbGxsaNy4MfPmzUOtVgMQHh7O119/zeXLl5UMh9yIj4/Hw8ODdu3a0aJFC+bMmcObN28AePnyJSNGjKBZs2Y0adKEESNG8M8//wCwfPlyzp8/z7x582jYsCHz5s3Ldsz8/f1xcXHB3d0dKysrPD09s2w/O9bW1qxbtw47OzsaNGjAzJkzefr0KUOHDqVhw4YMHDiQly9fAv/3fm7fvp1WrVrRqlUr1q9frzEOCxYsUM4tWLCA+Ph44P9m8729vWnZsiWTJ09m2LBhPH78WMmWePToEVevXqVnz55YWlrSqlUr5s2bp9QBKVkg27Zto1OnTlhaWjJ37lzlfQTYsWMHXbp0oWHDhtja2vL7778D8OjRI8aNG0ezZs2wtrbmxx9/zNV7LMSHTAJ+IYQQQogC5LfffqNcuXLUq1cv0zIODg7s3r1beX3nzh1u3bqFnZ1dtvXHx8cTGBhI8eLFKVasGADTp09HV1eXX375hcDAQE6ePKkEoStWrKBly5acO3eO48eP07dv31zf09atWwEICgri0qVL2Nrapivj7+9PQEAAP/74I4cOHSI2NpZ58+ahr6+vpNYHBQVx6NChdNc+e/aMsWPHMnHiRE6fPk3lypW5ePEiAKampsydO5cGDRpw6dIlzp8/n6u+L1myhLt37xIYGMgvv/zC48eP+f7774GUhxROTk4cOXKEI0eOYGBgwLx58wCYNGkSlpaWStbAnDlzctTe1atXqVSpEidPnmTUqFFZtp8Tv/zyCxs3buTAgQMcOXKEYcOGMXnyZE6fPk1ycjI//fSTRvkzZ87wyy+/sH79etauXcupU6cAWL16NVeuXCEoKIjdu3dz7do1Vq1apVz39OlTXr58yZEjR/j2229Zu3YtZcqUUbIlypYti7a2NjNmzOD06dP4+vry22+/4ePjo9H+0aNH2bVrF7t372bfvn2cOHECgH379uHp6YmHhwcXL15k9erVFC9enOTkZEaNGoWZmRnHjx9n8+bNbN68WblOiI+dBPxCCCGEEAXIixcvKF26dJZlOnbsyNOnT5WgNigoiNatW1OyZMlMr9m/fz+WlpbUr1+fnTt3snLlSnR1dXn69CnHjh1j5syZFClSBBMTEwYOHMjevXuBlIyAv//+m8ePH2NgYJDrGfKc2rNnDwMHDqRSpUoYGhoyefJkfv755xylhx8/fpzPP/8cGxsb9PT0GDBgAKVKlcp1H+bPn4+lpSWWlpY4OjqiVqvZsWMHM2fOpHjx4hgZGTFixAhlbEqUKEHnzp0pXLgwRkZGjBo1inPnzuW63bTKlClDv3790NXVxcDAIMv2c6Jv376UKlWKsmXLYmlpSb169TA3N8fAwICOHTum2wBxzJgxFClSBDMzM5ycnAgODgZS3p8xY8ZgYmJCyZIlGTNmjMZDJ21tbcaPH4++vj6FChXKsC8WFhY0aNAAXV1dKlasSM+ePdON17BhwyhWrBifffYZVlZW3Lp1C4Bdu3YxdOhQ6tWrh5aWFlWqVKFChQpcu3ZNeeCjr69PpUqV+PLLLzPMIhHiY6Sb3x0QQgghhBDvT/HixXny5EmWZQoXLoyNjQ2BgYE0bNiQPXv24OrqmuU1NjY2LFmyhGfPnjF+/Hh+//13rKys+Pvvv0lMTKRVq1ZK2eTkZMqXLw/AV199xYoVK+jevTvGxsYMGjSI7t27v/uNvuXx48dUqFBBeV2hQgUSExOJjIykbNmy2V5brlw55bWWlpbS/9yYPXs2PXr0UF5HRkby+vVrnJyclGNqtZrk5GQAXr9+zcKFCzlx4oSSGh8TE0NSUhI6Ojq5bh/QuI9nz55l2X5OpH3wYWBgoPG6UKFCxMbGapRPO24VKlRQNoF8/Pgxn332mXLus88+4/Hjx8rrEiVKYGBgkGVf7t69y6JFi7h+/TqvX78mKSmJOnXqaJRJ+7CrcOHCxMTEAPDw4UMqV66crs4HDx7w+PFjjQdRSUlJ/9qDKSH+axLwCyGEEEIUIM2bN2fevHlcu3aNunXrZlrO0dGRMWPG0KlTJ2JiYvjiiy9yVH/JkiWZN28ezs7OdOvWjXLlyqGvr8/p06fR1U3/p2Xp0qWZP38+AOfPn2fQoEE0adKEokWLAvDmzRuMjIwAsn1QkZUyZcrw4MED5fXff/+Nrq4uJiYm2V5bunRpZe08pATFDx8+VF5raWnlqU8lSpSgUKFC7N27N8OHDhs2bODu3bvs2LGD0qVLc/PmTRwcHDTWnadVpEgRIOsxS9vX7Nr/Nzx8+BBTU1Mg5T0oU6YMkPL+pN048eHDh8q5t/ud0WsANzc3zM3NWbp0KUZGRmzatIkDBw7kqF/ly5fnr7/+yvB4xYoV+eWXX3J2g0J8ZCSlXwghhBCiAKlatSq9e/dmypQpnDlzhvj4eOLi4ti7dy/e3t5KOUtLS4oWLcqcOXOwtbVFX18/x21Ur16d1q1bs27dOsqUKUPLli1ZtGgR0dHRJCcn89dff3H27FkgZe10ajBtbGyMlpYW2tralCxZkrJlyxIUFERSUhK7du1K980BaZUqVSrL8926dWPz5s3cv3+fmJgYli9fTpcuXTJ8CPG2tm3bcvv2bX755RcSExP58ccfefr0qXLexMSER48eaWwQlxPa2tr06NEDd3d3IiMjgZQN4lLXh8fExGBgYECxYsV48eIFXl5eWd5zbscsu/b/DatWreL169fcvn0bf39/Zb+Frl27snr1ap49e8azZ8/4/vvvs9wzwsTEhBcvXvDq1SvlWExMDIaGhhgaGhIeHs62bdty3K/u3buzYcMGrl+/jlqt5t69ezx48IB69ephaGiIt7c3b968ISkpibCwMK5evZr3QRDiAyIBvxBCCCFEATN79mz69OnDvHnzaNKkCR06dODgwYMas/haWlo4ODjw4MEDHBwcct3GkCFD2LFjB5GRkXz77bckJCRga2tLkyZNGD9+vDLzfO3aNXr06EHDhg0ZNWoUs2bNolKlSgB88803rF+/HisrK/74448sv8Zu7NixTJ8+HUtLywzXVzs7O2Nvb0/fvn1p3749+vr6/O9//8vRvZQsWZIVK1awdOlSrKysuHfvHo0aNVLON2vWjBo1atCqVSusrKxyM0x89dVXVKlShS+//JJGjRoxcOBA7t69C8CAAQOIi4ujWbNm9OzZk9atW2tc279/fw4cOECTJk2ULIncjFl27f8bmjZtSseOHRk4cCCDBw9WlnqMHj0aCwsL7O3tsbe3p06dOowePTrTekxNTenatSsdOnTA0tKSR48e4erqSnBwMI0aNeJ///tfhps3ZqZLly6MHDmSKVOm0KhRI8aMGcPLly/R0dFhzZo13Lp1i/bt29OsWTNmz55NdHT0O4+FEB8CLXVmOUNCCCGEEEIIkQMRERG0b9+e33//PUdZFUKI/4bM8AshhBBCCCGEEAWQBPxCCCGEEEIIIUQBJCn9QgghhBBCCCFEASQLbIQQQog0kpOTiYmJQU9PL89fxSWEEEII8V9Qq9UkJCRgaGiItnb6BH4J+IUQQog0YmJiCAsLy+9uCCGEEELkWM2aNSlatGi64xLwCyGEEGno6ekBKf/jzM33kov35/r161hYWOR3Nz5ZMv75R8Y+f8n45y8Z/7yJj48nLCxM+fvlbRLwCyGEEGmkpvHr6+tjYGCQz735dMnY5y8Z//wjY5+/ZPzzl4x/3mW2DFE27RNCCCHSiIuLU2YZ5A8PIYQQQuSVOjEJLV2df7WN7P5ukRl+IYQQIgPPtgSiG5+Q390QQgghxEeq9Ki++d0F0m/jJ4QQQgghhBBCiI+eBPxCCCGEEEIIIUQBJAG/EEIIIYQQQghRAEnAL4QQQgghhBBCFECyaZ8Q+cDa2hp9fX309fVJTk5m1KhRlCpViuHDh1O1alWSkpIoXrw4c+fOxdTUFIDp06dz6tQpSpQoodQzatQo/vrrL27evMny5cs12pg+fToVK1Zk7NixGfYhtb6SJUsSGxuLiYkJPXv2xMHBAYCIiAg6derE559/rlxTokQJNm3apHEuOTmZIkWK4ObmRu3atTO9ZzMzM2rWrAmkfF9onTp1GD16NDVq1ADA09MTHx8fypQpo1zj7OxM//798fT0JDY2FldX1wzrPnbsGMOHD8fLy4uOHTty9uxZZs2aRVBQEEWKFAEgMDAQX19ftm7dio7Ov7tbambOnDmj8R6XLl2ab775hooVK2q8v2/evKFVq1bMmjULbe2U57Kp45f6GmDnzp04ODgwffp02rRpoxyPiYmhdevW7N69m4oVK2bYl3d9P1LPxcXF0ahRI9zc3DL9znp/f3/c3d2pWLEicXFx6Onp0alTJ4YOHUqhQoWA//uZSLu77Pfff0/FihWxtrZmzZo1Sn/fNnHiRE6fPs2JEyfQ09NjxowZlCxZkq+++kopM3DgQDp16kTv3r0zf4OEEEIIIQoYCfiFyCcrV66kZs2a3LhxAxcXF7799ltMTU3x9/cHYPHixSxcuJB169Yp1wwfPpy+fTV3+3z8+DGrV68mKiqKYsWKASkB3y+//MKePXuy7EPa+m7evMnEiRN5/vw5gwYNAqBo0aIEBQVleG3ac5s3b2bmzJkEBARk2Z6vry+GhoYkJyezfft2evXqhb+/P5UqVQLAwcEh06A+K35+fjRr1gw/Pz86duxI06ZNadu2LUuWLGHOnDk8efKEZcuWsXnz5nwL9lOlfY8XLlzIokWL8PLyAv7v/YiOjsbR0ZHGjRtja2urXJs6fmk5OTkREBCgEfDv37+funXrZhrsv11fXt6P1HPx8fH069cPX19f+vfvn2lbLVq0YOXKlQBERkYya9YsJk6cyJo1a5QyqT8TufHixQtOnTpFtWrVCAkJoXPnzsycOROVSkWnTp2oX78+vr6+aGlp0atXr1zVLYQQQgjxsZOUfiHymbm5OYaGhkRERGgcb9q0KQ8fPsz2+jJlymBlZUVwcLBybN++fdSvX58KFSrkuB+1a9dm1qxZrF27FrVanfMbAFq2bMndu3dzXF5bW5tevXrRqlUrfHx8ctXW254/f87p06dZunQply5d4smTJwBMmTKFkydPcvr0ab7++muGDBlCtWrVMq2nU6dO3Lp1S3m9ZcsWZsyYAcCdO3cYOnQozs7O2Nvb4+fnp5S7dOkSvXr1wt7eHnt7e3799dcc971FixYZjpuRkRF16tTh77//zrYOBwcHjh49ysuXL5Vj/v7+ODs757gf7/J+6Ovr07hx41y9/yYmJnh4ePDbb79x+/btXLX3tj179tC2bVt69+6tvC9Fixblm2++YcaMGdy9e5fVq1ezYMECtLS03qktIYQQQoiPjczwC5HPTp8+TVxcHFWrVlWOJScnc/jwYY3ZXQBvb2927typvF60aBG1a9fG2dmZH374QUlX9vf3z1Pqcv369YmMjOTZs2cAvHr1CpVKpXF+3rx56a7bv39/lun8WbV38uRJ5XVgYCCnTp1SXk+ePJm2bdtmWcfu3btp164dpUqVomPHjgQEBDB8+HAKFy7MwoULGTlyJGZmZlnOPkNK4BwQEKAE+f7+/syYMYPExESmTp3K4sWLMTU1JTo6GmdnZxo0aICJiQljx47F09OTRo0akZSURHR0dI7uPTk5mQMHDmQ4bpGRkYSGhjJu3DiN4y4uLkpKf/ny5VmzZg2lSpWiWbNmBAcH06dPH+7du0dYWBidOnXKUT/Sysv78erVK06ePJku8yQ7xsbGVKlShdu3byvLRsaPH6+k9Ovo6CiZEFnx8/PD1dWVBg0asGDBAh49ekTZsmVp2bIlTZo0oXv37syYMYPPPvssV/0TQgghhCgIJOAXIp+kBjdGRkZ4enqiq6tLeHg4KpWKR48eYWRkpBHcQ8Yp/QDt2rXj66+/5vbt2+jp6fHHH3/QsWPHXPfp7Zn9rFL6Ux8GqNVqKlWqxKJFi965vbyk9Pv7+zN9+nQAHB0dmTVrFsOHDwegUaNG1KhRgwEDBmQ7u+vg4MCXX37JV199RXh4OFFRUVhaWhIeHk54eDiTJ09WyiYkJHDnzh3u37+PqakpjRo1AlKCVGNj4yzbSX2P1Wo1ZmZmygMGSHmgs337du7evUuvXr2U/RtSZZTSDylr61evXk2fPn3w9/fH1tZWWRufG7l5P1IfBmhra9OuXTucnJzeub3cpvTfuHGDqKgomjVrhpaWFp06dSIwMJARI0YAMGTIEPbt20f37t1z3TchhBBCiIJAAn4h8snbwc2ZM2eU9d3x8fFMnjwZNzc3VqxYkW1denp62Nvb4+/vj76+Pl27dtXY/Cynrl27homJCSYmJumWGLwtq4cBuWkv7aaAuXX9+nX++OMPZs2apRx7/PgxFy5coHHjxkBKEJ6TdfufffYZNWrU4Pjx45w9exZHR0e0tLRQq9WUKFEiw3s9evRorvucdg3/21If6Ny5c0dJsc8uwwH+74HPrVu3CAoKUtbK51Zu3o+87reQ6uXLl/z111+5XrOflp+fH1FRUbRv3x5I2XzQ0NBQCfi1tbUljV8IIYQQnzRZwy/EB0hfXx83NzdOnDjBjRs3cnSNs7Mzu3fvJjAwMFfrt1PdunULd3d3hg0blutrcys5OZkdO3Zw4sSJd9pIzc/Pj6FDhxISEqL8GzdunMYa+9xwdHRk586dBAcH4+joCEC1atUoVKgQgYGBSrnw8HCio6Np0KAB4eHhXLp0CYCkpCSNtfR5Vb16dcaPH8/y5ctztJ+Crq4u9vb2zJo1i6JFi1KvXr1ctfe+3o+cevbsGTNnzqR58+bKtwLkVnx8PMHBwfj5+Snvfer+CefPn3+f3RVCCCGE+GjJDL8QH6hSpUoxePBgvLy8WLVqFZB+Db+Li4sSoH3++ed89tlnxMXFYWFhkaM2Uut78+YNJUuWZMSIEcrX8kH6NfzAO83qu7i4ACnBmrm5Odu2bVN2hIf0a8atra2ZMGECkJLOvnfvXuXckCFD2Lt3L9u2bdNoo1u3btjb2zN79mzlK/lyqlOnTsybN4+6desqa751dXVZs2YN7u7urF+/nuTkZExMTPjuu+8oWbIknp6eLFq0iNjYWLS1tXF1daVFixa5G5gM9OzZkx9//JHDhw/ToUMHQHMNP6S8f2XLlgWge/fubNiwQWOJQHbe5f3IrVOnTuHg4MCbN2/Q19enY8eO6R4upV3DDzB//nzq1q0LwKBBgzQyNaZPn07lypWpUqWKRh12dnb4+flhaWmZp34KIYQQQhQkWurcbscthBBCFGBxcXFcv36dzy7/gW58Qn53RwghhBAfqdKjcrepcV6k/t1iYWGR4ZJeSekXQgghhBBCCCEKIEnpF6IAO3bsGMuWLUt3PCdfd5cXc+bM4cqVKxrHcvr1av8VJycnkpKSNI5l9nWDH3IbOfFfvh+RkZEMHjw43fGOHTsyduzY996eEEIIIYTInqT0CyGEEGlklxonhBBCCJET6sQktHSz/7aodyEp/UIIIYT4qFy4cCG/u/BJk/HPPzL2+UvGP38VxPH/t4P9nJCAXwghhBBCCCGEKIAk4BdCCCGEEEIIIQogCfiFEEII8UFp3LhxfnehwFAnJuZ3F4QQQuQj2aVfCCGEyMCTLV7oxr/O724I8U7KjZqd310QQgiRj2SGXwghhBBCCCGEKIAk4BdCCCGEEEIIIQogCfiFEEIIIYQQQogCSAJ+IYQQQgghhBCiAJKAXwghhBBCCCGEKIBkl/4csLa2Rl9fH319fZKTkxk1ahSlSpVi+PDhVK1aVSlnZmbGt99+y5kzZ5RzSUlJFC9enLlz52JqapppGxEREXTq1InPP/+c5ORkEhISsLS0ZOzYsZQrVw6A6dOnc+rUKUqUKKFcN2rUKGxsbJg+fToWFhb07ds3w/p9fHyYO3cuAQEBmJubExgYiK+vLz4+Pmhrpzz3+f7777l9+zbfffddhnXcvHmTuXPncvPmTdq2bcvKlSuVc/7+/ri7u1OhQgUAKlasyPfff5/luL58+RIPDw/OnDmDrq4uJUqUYOrUqVhaWqarMyEhgYoVK7JgwQJKly4NQL9+/Rg8eDBffPEFAL/++iurVq3i0aNHGBsbo6OjQ69evXByclLen4sXL2JoaEi/fv34448/OHToEIaGhhnWl5G0dWSkR48exMfHExQUpBxTq9WsXLmSX375BR0dHRITE+nRowctWrRg2rRpylhER0cr4/fll1/Sp0+fDNsYPXo0ERERaGtrU6RIEf73v/9Ru3btLMf63/b2e2Vqaso333xD8eLF6devH3///TdGRkZK+a+//ppGjRppnHvz5g0qlYrRo0dn2Vbqz0HJkiWJjY3FxMSEnj174uDgAGj+LKUqUaIEmzZtIiIiAmdnZ86cOZNh3UlJSbRr1w4LCwtWr15NfHw8jo6OTJs2jbZt2wLw/PlzHBwc+OGHH6hVq1aG9Xh4eHDgwAEePHjAnj17qFmzpnIu9feJgYEBAFOnTqV169ZZ3vOhQ4f4/vvvef36NYmJiXTo0IHJkyejr6+vUae+vj4JCQkMHjyYHj16AHDmzBk8PDzw9/cHIDo6mu+++45jx45RqFAhAMzNzZk0aRLlypXD09OT2NhYXF1dOXPmDP3792fKlCkMHz48w/oykraOjBw7dozhw4fj5eVFx44dleO3bt1iwYIFREVFkZCQQLFixfDy8uL777/n4sWLAISHh1OxYkVl/Pz9/dHR0UnXxvHjx1myZAlaWlrKmE2cOBEtLa0sx1oIIYQQoiCRgD+HVq5cSc2aNblx4wYuLi58++23mJqaZvpHb9pzixcvZuHChaxbty7LNooWLaoEivHx8axevRoXFxf27NlD0aJFARg+fHimQX1W/Pz8aNasGX5+fpibm+Pg4MCBAwfYuHEjQ4YMITQ0lJ07dxIQEJBpHSVLlmTGjBncvHmTU6dOpTvfokULjYcA2ZkwYQI1a9ZUAuGzZ88yduxYtm/fTpUqVTTqVKvVTJ48GS8vL+bOnZuurl9//ZWZM2eycuVKGjRoAKQEfmkD77cVLlyYjRs3Mnbs2Bz3OSu3b9/m6dOn6Onpcf36dSwsLADYv38/p0+fxt/fHwMDA+Lj4/nrr7+oUaOG0j9/f3+OHj2ao/Hz8PBQPg+HDh1i5syZWb5v/5XU9yo5OZmJEyeyevVqZsyYAcDs2bMzfZCSeu7x48fY2trSsmVL6tevn2VbaX8Obt68ycSJE3n+/DmDBg0CNH+WcuPEiROUKVOGixcv8vTpU0qVKsXChQuZOHEiQUFBFC1alG+++YaePXtmGuwDtG/fnv79+2f60Cb190lOnDt3jnnz5rF27VrMzMyIi4vD1dWVuXPnsmDBgnR1hoWF4eTkRJs2bShbtqxGXWq1mhEjRvD5558THByMgYEBSUlJ7Nmzh4iICOXhYlqlS5dm8+bNuLi4UKxYsRz1OTtpfx+lDfinTJnC1KlTlc/Kn3/+SeHChfn666+VMtbW1jkav8aNGxMQEICOjg4JCQn06tWLevXq0b59+/dyD0IIIYQQHwNJ6c8lc3NzDA0NiYiIyPE1TZs25eHDh7lqR19fnwkTJlC2bFl2796d225qCAsL49mzZyxYsIC9e/cSHx8PwDfffMPmzZsJCwtjxowZzJ49WyN74G1ly5alfv36yqziuzh37hx3797lq6++UmbnmjZtirOzMz/88EO68lpaWjRp0iTTcfz+++8ZPXq0EuxDSpbBmDFjMu3D8OHD8fHx4dmzZ+92M/+fn58fKpUKBwcH/Pz8lOOPHj2iRIkSyrjp6+tTo0aNPLeTGuxDymxtVjOWr1+/xsrKSuMePTw88PLyAuDKlSv069cPJycnnJycOHr0qFLuyJEjODk5YW9vj4ODA7du3cpR/7S1tbGysuLu3bu5uq8yZcpQrVo1/v7771xdV7t2bWbNmsXatWtRq9W5uvZtfn5+uLi40KFDBwIDAwGoV68ednZ2uLu7c+jQIe7du6fMdmfG0tKS8uXLv1NfUnl6ejJq1CjMzMwAMDAwwM3NjZ9//pkHDx6kK1+zZk2KFSvGo0eP0p377bffePDgAbNmzVJmyHV0dHBwcFAya95WpkwZbGxsWLt27Xu5n+fPn3P69GmWLl3KpUuXePLkiXLun3/+0XhIUbVq1UyzabJjaGio/G6Ji4sjISFByWYSQgghhPhUyF8/uXT69Gni4uKoWrUq4eHhqFQq5V9qEJVWcnIyhw8fxtbWNk/t1a1bl9u3byuvvb29Ndq8efNmtnXs2rULBwcHKlasSO3atTl06BAApUqVYvr06fTq1YsaNWrQoUOHPPUx1dmzZ1GpVPTp00cjcMxIaGgoderUQU9PT+N4gwYNMgws4+PjOX78eKbjeOPGjWxnhd9WtmxZVCoVa9asydV1GUlISGDPnj04OTnh6OjIzz//TFxcHAC2traEh4fTqVMnZsyYQVBQEImJie/U3qxZs2jXrh3Lly/Hw8Mj03KFCxemQ4cOBAcHA5CYmMiePXtwcHAgKiqKr7/+mqVLl+Lv78+aNWuYM2cOUVFR3L17l9mzZ7Ns2TJ2797Njh07qFixYo76Fh8fT0hIiMYyg/nz52t8biMjI9Ndd/fuXV68eIGVlVUuRwPq169PZGSk8mDj1atXGu3NmTMn2zqePXvG6dOn6dKlC05OThrZO2PGjOH3339nzpw5eHh4oKv7bslRU6dOxc7ODjc3N6KiorIsGxoaqvEgC6B48eJUqlSJsLCwdOUvXLhAiRIlMsxA+P333zE3N0/3c5edUaNGsWvXLh4/fpyr6zKye/du2rVrR6lSpejYsaNGdsrIkSPp06cPgwcPZuXKlYSHh79TW9euXcPOzo4WLVrQrFkz2rVr9469F0IIIYT4uEhKfw6NHz8eAwMDjIyM8PT0RFdXN8uU/tSHAY8ePcLIyIidO3e+l37kNqU/ISGB4OBgfH19AXB0dMTPz08JnG1tbfHw8GDw4MHv1K927dpha2tLoUKFuHHjBsOGDePHH3/MdN+CnM7Enjp1CpVKRUREBKampnTp0iVH140fP54///yTyMhITp48mWm54cOH07VrVyUVPK+OHj1K1apVqVy5MpCSCXLw4EG6detGmTJl2Lt3L5cvX+bChQusWbOG3bt3s379+jy3l5rKHRgYyLfffpvl7KujoyMLFiygf//+HD9+nOrVq1OxYkWOHTtGREQEw4YNU8pqaWlx7949rl69Sps2bZQ9KlLXh2cl9b0CaNSoESNGjFDOZZXSP3/+fJYsWcKdO3dwdXWlZMmSORqDtN7+POUlpX/37t188cUXGBkZ0bhxY5KSkrh06RINGzZEX1+ffv36cfTo0XfKzgDYunUr5cuXJz4+ngULFjBv3jyWLFnyTnVCymderVbz119/sWLFihxl4pw6dQoPDw9iYmLo1asXQ4YMybBcqVKl+PLLL1m1alWOfwYz4+/vz/Tp04GUz+asWbOUjIlhw4Zhb2/P6dOn+e2333B2dmbt2rU0adIkT23VrVuXPXv28OzZM8aPH8/58+fzXJcQQgghxMdIAv4cenvNaGabfqVKfRgQHx/P5MmTcXNzY8WKFblu99q1a9jb2+f6ulQhISG8evWKgQMHAikZB0+fPuXhw4dKyrGOjs47p7qmDdLMzc1p1KgRV69ezTTgr1WrFuvWrSMhIUFjtvHy5ctK6jL837rw6OhohgwZwooVK5SN7tKqXbs2165dU2aVV65cSUxMDI0aNcqy3yVKlKBv37652nsgI35+fvzxxx9YW1sDEBsbi5+fH926dQNAV1cXS0tLLC0tcXZ2pmXLlrx48YLixYu/U7sODg7MmTOH58+fZ7ocw9LSkpiYGEJDQwkICFA2MVSr1ZiZmbF169Z011y9ejXXfcntHg6pUh8GXLhwgcGDB9O8eXONz0BOXLt2DRMTE0xMTHK13CYtPz8/nj17pryHr169ws/Pj4YNGwIpPycZbQ6XW6k/d/r6+vTu3ZtRo0ZlWd7MzIzLly9rZEy8ePGC+/fva2xMmPo7at++fcyYMYNGjRpRqlQpjbrMzc3x8fEhMTERXV1dWrRoQVBQEB4eHsTGxmbZj6FDh9KlSxfq1KmT21tWXL9+nT/++INZs2Ypxx4/fsyFCxdo3Lgx8H+ZNyqVCgMDAw4cOPDOQXrJkiVp06YN+/fvl4BfCCGEEJ8USen/l+nr6+Pm5saJEye4ceNGjq+Lj4/Hy8uLf/75550Cfj8/P+bMmUNISAghISEcPXo0Xbry+5B2vfCDBw/SBe5va9KkCVWqVGHx4sUkJSUBKev6d+3apTEznMrIyIi5c+eybdu2DNOKR48ezffff68RqL5+/TpHfR84cCC//vor9+/fz1H5tz158oSzZ89y+PBhZZyPHTvG9evX+fvvv7l+/bpGEPr7779jbGycpw3QYmJiNPYxCAkJwdjYONsHBw4ODmzcuJFz587RuXNnABo2bMi9e/c4ffq0Uu7q1auo1WpatmzJ8ePH+fPPP4GUz2N0dHSu+5sbjRs3pnfv3rl+MHbr1i3c3d01MhVy6+rVq7x69Ypff/1VeQ+Dg4PZv39/jj9HOREbG8urV6+AlAcuP//8c7bfsDBmzBhWr15NaGgokLIe3c3NDRsbmwyXWXTp0oWWLVtmuBdGixYtKFu2LAsXLlSWnEDOflaKFi3KoEGDWL16dbZlM+Pn58fQoUOVMQ4JCWHcuHHKnheHDh1Sfh/ExcVx586dHC8ledvdu3dJTk4GUsb9+PHjOd4oUQghhBCioJAZ/neQmrafqkyZMhmmVpcqVYrBgwfj5eXFqlWrMq0vdd1xUlKS8rV8vr6+Gpu0eXt7aywPcHFxoVevXgCsWLECb29v5dxXX33F2bNn06UL29nZMWPGDEaPHp2rr6iKiIigd+/evHnzhri4ONq0acO4cePo0aMHW7du5fDhw8oM6OTJkzE3N8+yvpUrV+Lh4UHHjh3R09OjePHirFy5UuOrDtOqVauWsnlY2hlCgDZt2jBv3jzc3d158uQJpUqVQl9fn3nz5mV7X0WKFGHEiBF88803ORoHGxsbZdwKFy6Ms7Mzbdq00fjaOQMDAzp06IC/vz/169dn7ty5REdHo6+vT+HChfn+++/zlFXx+vVrJkyYwOvXr9HW1sbY2Jg1a9Zk+z46ODjQvn17nJycKFy4MADGxsasWrWKxYsX4+7uTkJCApUqVWLNmjVUrVqVb775hkmTJpGUlISOjg6LFi3K9cx7qvnz52t83eP48eMz3C191KhRdOzYkRs3bmT5+Un9OXjz5g0lS5ZkxIgRytfywf/9LKWVmuIfFRVFmzZtlOPVq1enSpUqdO3aVWMcy5Yti7m5Ofv378fR0THX9/vLL7/w9OlTBg0aRPHixdm7dy+RkZGMGzeOpKQkkpOTMTU11diBPiNWVlbMnj0bV1dX3rx5Q0JCAu3bt2fy5MmZXjNlyhScnJzSPQTR0tJi3bp1LF++nK5du1K4cGEMDQ2pVq1ajh4s9u3blx9//DFHY+Dr68vevXuV10OGDGHv3r1s27ZNo1y3bt2wt7dn9uzZ7N+/n8WLF2NgYEBiYiItWrTI9JsOsnP48GFll/7k5GQ6dOigfFWhEEIIIcSnQkv9rttaCyGEEAVIXFwc169fp+zlo+jGv78MDyHyQ7lRs3N9TdplNuK/JWOfv2T885eMf96k/t1iYWGhfAtTWpLSL4QQQgghhBBCFECS0v8fGzlyZLrvki9fvvx7+Wq49yEyMjLDHfs7duzI2LFjc13fnDlzuHLlisYxHR2d976HwPv0IfTZy8uLgwcPpju+YcMGTExM0h1/3+9bRv6LNlIdO3aMZcuWpTs+efJk2rZt+17byqvcvkdZuXnzprJzfVp9+/b9YNPQP4Q+/5efSSGEEEKIj5Gk9AshhBBpZJcaJ8THRJ2YiJZu7uZ3JK02/8jY5y8Z//wl4583ktIvhBBCiI/KhQsX8rsLBUZug30hhBAFiwT8QgghhBBCCCFEASQBvxBCCCGEEEIIUQBJwC+EEEKID8p/tYYzOTH+P2lHCCGEyC+ysEsIIYTIQPhPw9COe5nf3RD/olpjgvK7C0IIIcS/Smb4hRBCCCGEEEKIAkgCfiGEEEIIIYQQogCSgF8IIYQQQgghhCiAJOAXQgghhBBCCCEKIAn4hRCfBGtra7p160ZycrLGsbCwMKZPn06bNm1QqVSoVCpWr16drsynzt/fHzMzM37++WeNY+PHjwcgIiICc3NzZQxVKhXPnz9PV04IIYQQQvx3ZJd+IcQnIzY2lqCgIBwdHdOdGz58OH379s2HXn08KlSowIoVK+jUqRO6uun/91G0aFGCgmTXcyGEEEKID4XM8AshPhljx47Fy8uL+Pjcfff2vn376NmzJ9bW1mzZsiXLshcvXsTR0RGVSkXXrl0JDg4GoF+/fhw5ckQpl/Z1v379WLRoEb1796Zt27asX7+e4OBgXFxcsLa2Zt++fZm29/r1a6ysrHj27JlyzMPDAy8vLwCuXLlCv379cHJywsnJiaNHjyrljhw5gpOTE/b29jg4OHDr1q0s783CwoJq1aqxa9euLMtlJDo6mokTJ9K1a1dcXFx48uRJpmWTk5Nxc3PDxsYGe3t7XFxcADhz5gxOTk5KubSvz5w5g729PbNnz8bOzg5HR0du377NhAkTsLW1ZciQIcTGxua630IIIYQQHzOZ4RdCfDIsLCyoU6cO27ZtY8CAARrnNm7cyPbt26lUqRJTpkzB1NRUOffmzRu2b99ORESEEkwaGhpm2MbatWsZMmQI3bp1Q61W8+rVqxz17Z9//mHLli08efKETp06MXDgQHx9fbl69Spjx46lS5cuGV5XuHBhOnToQHBwMP379ycxMZE9e/bg6+tLVFQUX3/9Nd7e3pQpU4bHjx/TvXt3goODiYyMZPbs2WzdupWqVasSHx+fowchkyZNYvjw4Tg4OKQ7FxMTowTgqUG2lpYWANeuXWP37t2UL1+e2bNns2XLFiZNmpRhG7du3eLMmTP8/PPPaGtr8/LlyxyNYXh4OB4eHsyfP5+5c+cyZMgQduzYQbly5Rg2bBh79+6lR48eOapLCCGEEKIgkIBfCPFJmThxIv3796d79+7KsUmTJlG6dGm0tbUJDAxk6NChHDp0CB0dHSAleAWoWLEixYoV459//tF4IJCWlZUVq1ev5q+//qJly5bUr18/R/2ysbFBW1ubsmXLUrx4cTp06ABAnTp1ePToEXFxcRgYGGR4raOjIwsWLKB///4cP36c6tWrU7FiRY4dO0ZERATDhg1TymppaXHv3j2uXr1KmzZtqFq1KgD6+vro6+tn208zMzOaNGnCTz/9hImJiXK8TJkyHDt2DBMTEyIjIxk1ahTGxsZKgN2oUSPKly8PQP369Tl16lSmbVSqVInExERmzZqFlZUVX3zxRbb9AqhWrRq1a9cGwNzcnL///pty5coBKeN47969HNUjhBBCCFFQSEq/EOKTUr16ddq2bcvGjRuVY2XLlkVbO+XXoYODA7Gxsfzzzz/K+bSBto6ODklJSZnWP3DgQFavXk3JkiX55ptvWL58uXJd2g0D4+LiNK57u43U16kPHRITEzNt09LSkpiYGEJDQwkICFBm2dVqNWZmZgQFBSn/jh07Rt26dTOtKycmTJjApk2bNLIX9PX1lQcAJiYm2NnZcfHixUzvL6sxLFq0KHv37sXW1pbQ0FC6du3KkydP0NHRQa1WK+XeHsO0DyzSjmFO2hRCCCGEKIgk4BdCfHLGjRuHj48PMTExADx69Eg5d+LECWWmPS/u3r1L5cqVcXFxoX///ly7dg2AypUrK//9xx9/cPPmzXe8C00ODg5s3LiRc+fO0blzZwAaNmzIvXv3OH36tFLu6tWrqNVqWrZsyfHjx/nzzz8BiI+PJzo6OkdtVapUic6dO7N582blWGRkJAkJCUDKvgIhISHUqlUrT/fy7NkzXr9+TevWrZk6dSpFixbl/v37VKpUifv37/Py5UvUajV79+7NU/1CCCGEEJ8KSekXQnxyypUrh0qlYsOGDQC4uroSGRmJlpYWRkZGrF69OsNd6HPip59+4syZM+jp6aGvr8/s2bMBGDZsGBMmTODw4cOYm5tjbm7+3u4HUgL+9u3b4+TkROHChQEwNjZm1apVLF68GHd3dxISEqhUqRJr1qyhatWqfPPNN0yaNImkpCR0dHRYtGgRZmZmOWpv9OjRBAQEKK8vXLjAypUr0dbWJjExkXbt2uX5Ww8ePnzI//73PxITE0lKSqJNmzY0aNAAbW1tBg0ahJOTE6VKlaJJkybcvn07T20IIYQQQnwKtNRp8yOFEEKIT1xcXBzXr1+n8KUVaMflbMNA8XGqNUa+RjIjFy5coHHjxvndjU+SjH3+kvHPXzL+eZP6d4uFhUWG+z1JSr8QQgghhBBCCFEASUq/EELkgZOTU7pN4OrXr8+8efP+lfYiIyMZPHhwuuMdO3Zk7NixH00bae3cuZMtW7akO75o0SJlt30hhBBCCJF3EvALIUQe+Pv7/6ftmZiYEBT076Yf/xdtpNWjRw/la/s+RKb91mb6VYiiYEhOjEdbN/uvoxRCCCE+VpLSL4QQQogPyoULF/6TdiTYF0IIUdBJwC+EEEIIIYQQQhRAEvALIYQQQgghhBAFkAT8QgghhBBCCCFEASQBvxBCCPGJSUqMz+8uCCGEEOI/ILv0CyGEEBk47TsYdfyL/O7Gv6LdsL353QUhhBBC/Adkhl8IIYQQQgghhCiAJOAXQgghhBBCCCEKIAn4hRBCCCGEEEKIAkgCfiGEEEIIIYQQogCSgF8I8a+Iiopi7dq1OSq7fPlybGxs6N27d57bO3ToEFevXs3z9f8Wa2trwsLCsi1nZmZGTEzMf9AjuHnzJj///HOOykZERLB9+/Z3bvP8+fP06tWLzp070759e2bMmMHLly+V8/369ePIkSMa14wfPx5/f38A/P39sbS0RKVSKf+WLFmSZZt3796lZ8+edO7cmZ49e/Lnn3++830IIYQQQnxMJOAXQvwroqKiWLduXY7Kbty4ER8fH3x8fPLc3rsE/ElJSXlu92N08+ZN9u/fn6OyDx48eOeA/969e4wdO5ZJkyZx4MABDh48SNGiRZkwYUKu6mnRogVBQUHKv6lTp2ZZ/uuvv6Z3794cOHCA3r17M2fOnHe5DSGEEEKIj458LZ8QIscuXbrEt99+q8xET5s2jZMnT3L27FkSEhIoUaIE7u7uVKhQgXnz5vHq1StUKhWFCxfG19c3wzp79+5NXFwcAwYMoFWrVri6uhIQEICPjw9JSUkYGRnh5uZG9erVCQ0NZe7cubx+/Zq4uDi+/PJLBg4cyIkTJwgJCeHUqVPs3LmTQYMGkZyczNGjR1m5ciWQMkOc+trf35/du3djaGjIvXv3WLx4MfHx8SxZskS5t/Hjx9OuXTsiIyOZMmUKkZGRADRv3pyZM2dmOkbnz59n7ty5ADRp0gS1Wq2cu3PnDu7u7jx//pyEhAQGDBiAs7Nzujo8PDwyHNO5c+dSoUIFhg4dCsCNGzeYNGkS+/fvR0tLK109GfV91KhRrFy5kujoaFQqFU2aNGH27NlMmTKFu3fvkpCQQOXKlXF3d8fY2Jh58+YRERGBSqWiSpUqrFy5Msf3kWrNmjV0796dpk2bAqCtrc1XX31Fhw4dOH/+PJaWlplem1eRkZHcuHGDjRs3AtCtWze++eYbnj17RsmSJd97e0IIIYQQHyIJ+IUQOfLixQvGjh2Lp6cnjRo1IikpiejoaMzNzXF1dQVg586dLFmyhOXLlzNnzhycnZ0JCgrKsl4fHx/MzMzw9fXF0NCQ8+fPs2/fPrZu3Yq+vj7Hjh1j5syZ+Pr6UqFCBTZt2oS+vj4xMTH06NGD1q1b07p1a6ytrbGwsKBv374ASip4Zq5cuUJQUBCVK1cmKiqK/v374+3tTZkyZXj8+DHdu3cnODiYPXv2ULlyZTZt2gSgkYb+tvj4eCZNmsSSJUuwsrLi559/ZuvWrQAkJiYydepUFi9ejKmpKdHR0Tg7O9OgQQNMTU016hk2bFiGY9q3b19GjhzJkCFD0NLSYsuWLfTu3TvDYB/IsO/GxsaMHz9e42EIwKxZs5RAePny5axdu5apU6cyZ84cPDw8lPHMzX2kCg0NZfTo0RrH9PT0MDc359atW0rAP3/+fL777julzIMHD2jXrp3y+tSpU6hUKuV137596dGjR4ZtPnz4kLJly6KjowOAjo4OZcqU4eHDhxLwCyGEEOKTIQG/ECJHLl++jKmpKY0aNQJSAihjY2MCAwPx8fEhNjaWxMTEd24nJCSEW7duKYGcWq0mKioKgDdv3uDm5kZoaChaWlo8fvyYW7duZRpoZqVRo0ZUrlwZSMlciIiIYNiwYcp5LS0t7t27R/369dm0aRMeHh40bdqUVq1aZVrnnTt3KFy4MFZWVgDY2toqaeR//vkn4eHhTJ48WSmfkJDAnTt30vX/+PHjGY6pqakplSpV4vjx4zRo0ICQkBBmzJiRaX9y0/egoCD27NlDQkICsbGxVK1aNcNyubmP3Jo9ezZffPGF8nr8+PEa51u0aKHxkEIIIYQQQmRNAn4hRJ49ePCAhQsXsmvXLipVqsTFixezXVedHbVajbOzc4bru5ctW0bp0qVZtGgRurq6DB48mLi4uAzr0dHRITk5WXn9djlDQ0ONNs3MzJTZ+LcFBARw6tQpgoKC8Pb2Ztu2bTm+n9TZd7VaTYkSJbLNeMhuTPv168e2bdsIDw+nU6dOFC1aNNO6GjZsmKO+nz9/nm3btuHr60vJkiXZs2cPO3bsyLDOnN5HWmZmZly+fJkOHTooxxISErhx4waDBw/OcT25Ub58eR49ekRSUhI6OjokJSXx+PFjypcv/6+0J4QQQgjxIZJN+4QQOdKgQQPCw8O5dOkSkLLR3cOHD9HT06N06dIkJydrrNM3MjLizZs3uZ71t7a2JigoiH/++Udp5/r16wC8evWKcuXKoaurS1hYGOfPn9do79WrV8rrKlWqEBoaSnx8PPHx8Rw4cCDTNhs2bMi9e/c4ffq0cuzq1auo1Wru37+PkZERXbt2ZcaMGfz+++8aDxLSql69Om/evFH6tX//fiU7oVq1ahQqVIjAwEClfHh4ONHR0Rp1REdHZzqmAG3btuXu3bts3Lgx2281yKzvb49VVFQURkZGFC9enPj4ePz8/JRzRkZGGn3M6X2kNXz4cHbu3MnZs2cBSE5OZvHixVSpUoUmTZpkeQ95ZWJiQu3atQkODgYgODiY2rVrSzq/EEIIIT4pMsMvhMiR4sWL4+npyaJFi4iNjUVbWxtXV1dsbGywtbWlRIkStG3bVgl2ixcvjp2dHXZ2dhgbG2e6ad/bmjRpwsSJExk1ahRJSUkkJCRgY2ODhYUFo0aNYtq0aezatYtq1appBIv29vbMmDGD/fv3M2jQIBwcHGjevDldu3alTJky1KpViydPnmTYprGxMatWrWLx4sW4u7uTkJBApUqVWLNmDWfPnmXTpk1oa2uTnJzM3Llz0dbO+Fmpvr4+y5Yt09i077PPPgNAV1eXNWvW4O7uzvr160lOTsbExERjzTqkzIZnNqaQsuGdg4MDx48fp1atWlmOZWZ9b968ORs2bMDe3p6mTZvi6urK7t276dy5MyVKlMDS0pJr164p/alWrRrdunWjevXqrFy5Mkf3kVa1atXw9PRk2bJlykZ/TZs2zXV6/ttr+C0sLFiwYEGm5d3c3Jg+fTqrVq2iWLFieHh45Ko9IYQQQoiPnZY67RbSQgghPniDBg3iyy+/pEuXLvndlQIpLi6O69evE319Ger4F/ndnX9Fu2F787sLWbpw4QKNGzfO7258smT884+Mff6S8c9fMv55k/p3i4WFBQYGBunOS0q/EEJ8JK5du0aHDh0oWrQonTt3zu/uCCGEEEKID5yk9Ash/hMjR47k4cOHGsfKly/PmjVr8qlHebdz5062bNmS7viiRYuoXbv2v9Zu3bp1OXToULrjc+bM4cqVKxrHdHR0sv1qwvcpMjIyww34OnbsyNixY/+1dr28vDh48GC64xs2bMDExORfa1cIIYQQ4mMgKf1CCCFEGtmlxhUESYnx6Ojq53c3MiVpnflLxj//yNjnLxn//CXjnzeS0i+EEEIIDR9ysC+EEEKI90cCfiGEEEIIIYQQogCSgF8IIYQQQgghhCiAJOAXQgghhBBCCCEKIAn4hRBCiA9MUmJ8fndBCCGEEAWAfC2fEEIIkYF9OweQmPAiX9ruPmh/vrQrhBBCiIJFZviFEEIIIYQQQogCSAJ+IYQQQgghhBCiAJKAXwghhBBCCCGEKIAk4BdCCCGEEEIIIQogCfg/Qi9fvqRevXrMnz+fuLg4mjZtSnh4uEaZ+/fv07hxY2JjYwEIDg7GycmJTp064eTkRN++fTly5EiW7UyfPp02bdrg4OBAp06d6NWrF4GBgcr5iIgIzM3NUalUyr+BAwcq56ysrDKtOykpidatWzNq1CgA4uPj6dq1K8eOHVPKPH/+nLZt23Lr1q1M64mPj2fRokV06NABGxsbHBwcOHTokHL+zJkz1K9fH5VKRbdu3ejbt6/GWE2fPp0tW7Yor69du8aQIUOwtrbGyckJR0dH1q9fr5y3trYmLCxMubZu3br8/fffmdaXkbR1ZGTixIk0a9aMhIQEjeNbt27Fzs4Oe3t7bGxs8PDw4Pnz58rYd+zYUblXlUrF8uXLM21j7ty52NnZoVKpcHZ25rfffsuyz/8lHx8fzMzMuHHjBgA///wzX375Zbpynp6ezJgxA4Do6Gjmz59Px44dsbOzw87ODldXV/75558s2zIzM1PKd+7cmcmTJ/PHH39otNG8eXONz/iPP/6onPPw8Mi07mPHjmFmZsbBgwcBOHv2LB07dlR+JgECAwNxcXEhKSkp03rCwsIYMmQIHTt2pH379owfP56HDx8q51N/TlUqFZ07d+abb74hOTlZ4x5jYmIAUKvV/PTTT3Tr1k35eRkyZAgXL14EUn5enJycNK4dOnRoujFLrS8jb9fxtrS/v94+PnnyZLp166Z8Nn/77Tf8/PyUsW/atKlyryqViitXrmTYxuPHj3FyckKlUmFnZ8f48eN5+fJlpn0SQgghhCioZJf+j1BwcDD169dn7969TJs2ja5duxIQEMDUqVOVMgEBAXTu3JkiRYqwc+dONm7ciKenJ6ampkBKEHHq1Kls2xo+fDh9+/YF4ObNm0ycOJHnz58zaNAgAIoWLUpQUFCu7+HEiROUKVOGixcv8vTpU0qVKsXChQuZOHEiQUFBFC1alG+++YaePXtSq1atTOtxc3MjNjaWvXv3YmBgQFhYGEOHDsXY2JgmTZoAYGpqir+/PwCLFy9m4cKFrFu3Ll1doaGhDBs2DA8PD9q2bQtAZGQkmzZtyrT90qVL4+npycKFC3M9Bhl58eIFp06dolq1aoSEhNC5c2cArl69yubNm9m1axfFihUjKSmJ27dvU6JECWX8z5w5g4eHh3KvWZk8eTJFixYF4NatWwwYMIDTp0+jpaX1Xu7jXfj5+dGsWTP8/PwwNzenQ4cOzJ07l/DwcOXzq1arCQgI4Ntvv0WtVjNixAg+//xzgoODMTAwICkpiT179hAREUG5cuWybM/X1xdDQ0OSk5PZvn07vXr1wt/fn0qVKgHg4OCAq6vrO91Hx44dadq0KW3btmXJkiXMmTOHJ0+esGzZMjZv3oyOjk6Gdbx8+ZJBgwYxe/ZsunTpAsCmTZsYPHgwu3fvRk9PD/i/n9Po6GgcHR1p3Lgxtra26er77rvvOHfuHOvXr6ds2bIAXLx4kTt37tCoUaMM+3Dnzh3OnTun/Dy9q7d/f+nr6yt9K1u2LEuXLkVLS4vnz5/z+vVrmjdvjrOzM5DycMPCwkL5nZSZEiVKsHXrVgoXLgyAu7s7q1atUh4QCSGEEEJ8KmSG/yPk5+fH6NGjMTMz4/Dhwzg7OxMUFKTMEqrVagIDA5U/klNnQlODJYCaNWsqs/E5Vbt2bWbNmsXatWtRq9XvfA8uLi506NBByRqoV68ednZ2uLu7c+jQIe7du8fw4cMzrePBgwfs27cPNzc3DAwMgJT7GjlyJF5eXhle07RpU43Z0bTWrl1Ljx49lGAfwMTEhClTpmTaBxcXF06ePKkxK/wu9uzZQ9u2benduzd+fn7K8UePHmFkZESRIkUA0NHRyfJBSHZSg32AV69eZRvod+rUSSPTYsuWLUrwdOfOHYYOHYqzszP29vYa/b506RK9evXC3t4ee3t7fv311yzbCQsL49mzZyxYsIC9e/cSHx+Pvr4+3bp103iQcfr0afT09LC0tOS3337jwYMHzJo1S/kc6Ojo4ODggKWlZY7HRFtbm169etGqVSt8fHxyfF1Gnj9/zunTp1m6dCmXLl3iyZMnAEyZMoWTJ09y+vRpvv76a4YMGUK1atUyreenn36iadOmSrAPMHDgQIyMjNi7d2+68kZGRtSpU0cj6yRVTEwMGzZsYP78+UqwD9CoUSO6d++eaR/GjRvH0qVLc3TfOfH2769U//zzD2XLllU+iyVKlOCzzz7LUxt6enpKsJ+UlERsbCza2vK/OyGEEEJ8euQvoI/MrVu3ePHiBc2aNcPJyQk/Pz8sLCwoUaKEEkydPn0afX19GjduTGRkJI8ePaJ+/frvpf369esTGRnJs2fPgJRgMW2685w5c7Kt49mzZ5w+fZouXbrg5OSkEciNGTOG33//nTlz5uDh4YGubuZJKGFhYVSuXJnixYtrHG/QoEGGywCSk5M5fPhwhjOfADdu3Mj1OBUpUoQRI0ZkmT6fG35+fsrSi8uXL/Po0SMAWrZsia6uLl988QVTpkxh+/btvH79+p3aWrFiBR06dGDMmDGsWLEiy6DfwcGBgIAA5bW/vz9OTk4kJiYydepUZsyYgZ+fHz4+Pnh7exMeHs6LFy8YO3YsX331Fbt37yYgIIC6detm2addu3bh4OBAxYoVqV27trI84+2HWqntA/z++++Ym5srs93vqn79+hoPcAIDAzU+42mXnWRm9+7dtGvXjlKlStGxY0dl7AoXLszChQsZP348r169on///lnWExYWluFnsn79+oSGhqY7HhkZSWhoKF988UW6c+Hh4RgYGFC9evVs+59Wp06dSExM1Fgqk1cZ/f5K1b9/f77//nu6d+/OggUL3ssyE5VKRfPmzbl37x5jxox55/qEEEIIIT42EvB/ZHbt2oVKpUJLS4tOnTpx9epVHj16hLOzs/LHc2rQmBkXFxe6deumZADkxtsz+6kp/an/5s2bl20du3fv5osvvsDIyIjGjRuTlJTEpUuXANDX16dfv340bNiQGjVq5KovmQkPD0elUtGiRQtOnTpF7969c3Td/PnzUalUtGrVKtOsAIAvv/yS0NDQTNcT59SNGzeIioqiWbNmFC5cmE6dOinZD0WKFGH79u18//33WFhYsHPnTnr27El8fHye25swYQKHDh1ixYoVLF68OMu6HBwc2Lt3L4mJiYSGhhIVFYWlpSV//vkn4eHhTJ48GZVKRZ8+fUhISODOnTtcvnwZU1NTJVVcR0cHY2PjTNtISEggODgYR0dHABwdHZXPtLm5OaVKleLEiRNER0dz+PBhHBwcMqzn1KlTqFQqOnTooLH/Qk69/blycHDQ+IynzQDJjL+/v8Z9pH2o1ahRI2rUqMGAAQOyzazI6Wfc29sbOzs72rZtS6tWrTSyeTITFRWFSqWiS5cujB07NsuykydPZsWKFRp7A+RFZr+/AJo3b86RI0cYNWoUenp6TJw4EW9v73dqLygoiJMnT1K9enW2bdv2TnUJIYQQQnyMZA3/RyQ+Pp7g4GD09fWVddsJCQn4+/vj4uLCihUruH//PiEhIUybNg1ISUkvW7Ys165do2XLlkDKmuWwsDBGjhyZ6z5cu3YNExMTTExMiIiIyNN9+Pn58ezZM6ytrYGULAE/Pz8aNmwIpASGma1pTqtmzZr89ddfvHjxQmOW//Lly5iZmSmvU9fwx8fHM3nyZNzc3FixYkW6+mrXrs21a9fo0KEDALNnzwbAysoqy03V9PT0GDduHMuWLaN8+fLZD0Am/Pz8iIqKon379kDK+21oaMiIESMA0NLSol69etSrV48+ffrQokULbt++TZ06dfLcJqQEWtHR0YSFhWFhYZFhmc8++4waNWpw/Phxzp49i6OjI1paWqjVao19BNI6evRorvoREhLCq1evlKUmycnJPH36lIcPH1K+fHmcnZ3x9/fn8ePHWFpaKmnp5ubm+Pj4kJiYiK6uLi1atCAoKAgPDw+NDfJy6tq1a3z++ee5vi7V9evX+eOPP5g1a5Zy7PHjx1y4cIHGjRsDOf+Mm5mZZfgg6erVqxoPrlLX8N+5c0dZlvD2gwlTU1Pi4uL4888/qVq1KsWKFSMoKIgjR46wYcOGLPvRokULTExM2L17d7Z9zkxWv79SN+80MjKiffv2tG/fHgsLC1avXp3lsp6c0NPTw9HRkf/9738MGzbsneoSQgghhPjYyAz/R+Tw4cNUq1aN48ePExISQkhICBs2bCAgIIASJUrQqlUrJk6cSNOmTSlTpoxy3ZgxY1i4cCF3795VjuUlHfzWrVu4u7u/0x/NV69e5dWrV/z666/KPQQHB7N///5c96lixYrY2Njg5uZGXFwckJICvWbNmgxnLPX19XFzc+PEiRPKDvBpDRs2jO3bt3P8+HHlWHx8fI5mNe3s7Hj27Blnz57N1T2kbSc4OBg/Pz9lXFKXaJw/f57w8HCNnf3v3r1LQkJCthvSZUStVmt8U8G1a9d49uyZskldZhwdHdm5c6fGLHy1atUoVKiQxrc3hIeHEx0dTYMGDQgPD1eyN5KSkrLcKd3Pz485c+Yo93/06FGNJR92dnb8+uuv/PTTTxrZKS1atKBs2bIsXLhQ+RxA7j/jycnJ7NixgxMnTtCrV69cXfv2fQwdOlS5j5CQEMaNG6eRvp5Tffv25cyZM+zbt085tmnTJqKioujatWu68tWrV2f8+PEsX748XXaAoaGhsgFg6qw65HycpkyZgqenZ67vIVVWv78ATp48SXR0NJDyGb1x4wYVK1bMU1sPHz5UvkkgOTmZAwcOULNmzTz3XQghhBDiYyUz/B8RPz8/7OzsNI41bNiQ5ORkzp49i7OzM8OHD0+3YV3Pnj0pVKgQU6ZMITo6mpIlS1K4cGGmT5+ebZve3t7s3LmTN2/eULJkSUaMGKGRSp26hj+t1Nm7qKgo2rRpoxyvXr06VapUoWvXrhqpzGXLlsXc3Jz9+/crgWROff311yxbtgxbW1v09PQwMDBg1qxZNG3aNMPypUqVYvDgwXh5ebFq1SqNc7Vq1eKHH35gxYoVuLm5UbJkSfT09Bg5cqTGA5SMaGtrM3ny5BxnTQwaNEhjhnf69OlUrlyZKlWqaJSzs7PDz8+Pvn374u7uTmRkJAYGBujo6LB48WJMTExy1F5aarWaOXPm8PLlS3R0dChUqBDfffddlun2kLKWe968edStW1fZTE1XV5c1a9bg7u7O+vXrSU5OxsTEhO+++46SJUvi6enJokWLlE3TXF1dadGiRbq6Hz16xNmzZ1myZEm6+58xYwajR4+mePHitGnThtOnTyvZIZCS+bBu3TqWL19O165dKVy4MIaGhlSrVg17e/tsx8PFxQVIeehibm7Otm3bNB5+BAYGanyjhbW1NRMmTABSsmXSbp43ZMgQ9u7dmy59vFu3btjb2zN79mxl48WcKF68OBs2bODbb79l6dKlqNVqateuzfr16zPds6Bnz578+OOPHD58WMlWSTVp0iQ2b97M4MGDSUpKokSJEhQrVixH69vr1q1LnTp1cpTZExYWpvGz36JFC54+fZrl76/Q0FAWLVqkPKioUqVKjvYEycjdu3eVutRqNbVq1dLIuBBCCCGE+FRoqd91u3UhhBCiAImLi+P69evcv7mYxIQX+dKH7oP250u7H4q0S2DEf0/GP//I2OcvGf/8JeOfN6l/t1hYWCjfWJWWpPQLIYQQQgghhBAFkKT0f+KOHTvGsmXL0h2fPHlyjnYj/y94eXlx8ODBdMc3bNiQp5T2/8KH0OedO3eyZcuWdMcXLVpE7dq1M7zGyckp3QaF9evXz9G3L+TUf9FGWnPmzEm38Z2Ojo7Gzvn57b8ek/fhQ+jzyJEj032DRvny5VmzZs1/1gchhBBCiA+ZpPQLIYQQaWSXGvdfSEqMR0dXP1/a/hBIWmf+kvHPPzL2+UvGP3/J+OeNpPQLIYQQH5lPOdgXQgghxPsjAb8QQgghhBBCCFEAScAvhBBCCCGEEEIUQBLwCyGEEO9JYlJ8fndBCCGEEEIhu/QLIYQQGfAJ6E98wotcXTOi34F/pzNCCCGEEHkgM/xCCCGEEEIIIUQBJAG/EEIIIYQQQghRAEnAL4QQQgghhBBCFEAS8AshhBBCCCGEEAWQBPxCCCGEEEIIIUQBJAG/EO9RVFQUa9euzVHZ5cuXY2NjQ+/evfPc3qFDh7h69Wqer39fkpOTWbNmDZ07d6ZLly7Y2tqyY8cO5XxERATm5uaoVCrs7Ozo2bMnN2/ezLS+iIgIrKysNI7FxMRgZmamvLa2tqZbt24kJydrHAsLCwNg+vTpbNmyRTl3/vx5evXqRefOnbG2tsbV1ZXnz59neG0qJycnzpw5o9TXpk0bVCqV8m///v1ZjsuTJ0+YNm0a7du3x9HRke7du2uMC8DEiRNp1qwZCQkJGsfNzMyws7PD3t4eOzs7Dh8+rJzz9/fH0tISlUqFra0tw4cP58mTJ8r5fv36ceTIEQA8PT1p3ry5Rr9//PHHdOdsbGyYMmUKsbGxWd7T22PZvn17ZsyYwcuXLzNsP9X48ePx9/dP1//Uf0uWLMm0veXLl/P1118rr48cOYKZmRm3b99Wjo0YMYKdO3cqYzd06NB04xkTE5PtvQkhhBBCFCQS8AvxHkVFRbFu3bocld24cSM+Pj74+Pjkub13CfiTkpLy3O7bVq9ezcmTJ9mxYwf79u1j/fr1bN68maCgIKVM0aJFCQoKYs+ePdja2jJz5sx3bjc2Nlajjczcu3ePsWPHMmnSJA4cOMChQ4cwNjZm3LhxuWpv+PDhBAUFKf9sbGwyLfv69Wv69u2LqakpBw8eJCAggI0bN2o8oHjx4gWnTp2iSpUqhISEpKvD19eX3bt3M3XqVKZOnUpiYqJyrkWLFgQFBbF3714MDQ3x8vLKtC8ODg4a/e7fv3+6c7t37+bhw4caD0ky8vZYHjx4kKJFizJhwoQsr3tbav9T/02dOjXTss2aNePs2bPK67Nnz1K/fn3lWFJSEhcuXNB4SHTnzh3OnTuXqz4JIYQQQhQ0EvALkY1Lly7Rq1cv7O3tsbe359dff8XDwwNnZ2fs7e0ZMGAADx48AGDevHm8evUKlUqFi4tLpnX27t2buLg4BgwYgIeHBwABAQH06NEDJycn+vfvz507dwAIDQ2ld+/eODo6Ymtry6ZNmwA4ceIEISEheHt7o1KpCAwMxN/fn/HjxyvtpH3t7+/PwIEDGTNmDN26dSMsLIwrV67Qr18/nJyccHJy4ujRowBERkYycOBA7OzssLOzw93dPdN7iYuLw9vbGzc3N4yNjQEoX74806ZNw9PTM8NrWrZsyd27d3Mw+lkbO3YsXl5exMfHZ1luzZo1dO/enaZNmwKgra3NV199xf379/ntt9/euR8ZCQ4Opnjx4owYMQJt7ZRftUWLFtX4XOzZs4e2bdvSu3dv/Pz8Mq3LysqK2NhYoqKi0p3T0tKiSZMmPHz48J36q6+vT8OGDbOtJ7OxvHv3LufPn3+nPmSmYcOGRERE8PTpUwDOnTvH6NGjleyLGzduYGRkROXKlZVrxo0bx9KlS/+V/gghhBBCfCx087sDQnzIXrx4wdixY/H09KRRo0YkJSURHR2Nubk5rq6uAOzcuZMlS5awfPly5syZg7Ozc7azzj4+PpiZmeHr64uhoSHnz59n3759bN26FX19fY4dO8bMmTPx9fWlQoUKbNq0CX19fWJiYujRowetW7emdevWWFtbY2FhQd++fQGUlOnMXLlyhaCgICpXrkxUVBT9+/fH29ubMmXK8PjxY7p3705wcDB79uyhcuXKysOFtOnab7t37x56enqYmppqHG/QoAH379/PMI16//791K5dO8u+5oSFhQV16tRh27ZtDBgwINNyoaGhjB49WuOYnp4e5ubmhIWF0bx58xy15+3traSNAyxatCjT+/j999+pV69elvX5+fnh6upKgwYNWLBgAY8ePaJs2bLpyh08eJBmzZpRsmTJdOfi4+M5fvw4tra2mbYTGBjIqVOnlNeTJ0+mbdu2GmWio6M5d+4ckyZNyrLPWY3lrVu3sLS0BGD+/Pl89913SpkHDx7Qrl075fWpU6dQqVTK6759+9KjR48M2yxUqBD16tXj7NmztGnThtevX9O6dWvlQdTZs2eVBxCpOnXqxNatWzl06BAdOnTI8p6EEEIIIQoqCfiFyMLly5cxNTWlUaNGAOjo6GBsbExgYCA+Pj7ExsZqpFnnVUhICLdu3VICHrVarczmvnnzBjc3N0JDQ9HS0uLx48fcunUrXYCdE40aNVJmQS9dukRERATDhg1TzmtpaXHv3j3q16/Ppk2b8PDwoGnTprRq1SrTOtVqdZZtpp5PzXxQq9VUqlSJRYsWZXqNlpZWju9p4sSJ9O/fn+7du+f4mty0lfb88OHDlYcr7+rGjRtERUXRrFkztLS06NSpE4GBgYwYMUIp4+LiQkxMDE+fPmXz5s0a16cGzBEREZiamtKlS5dM23JwcFAeUL0tMDCQkydPcu/ePVq1akWzZs3ey/3Nnj2bL774QnmdNvMEUlL6V65cmeP6mjZtypkzZzA0NKRx48bo6OhQpUoVbt++zdmzZ+nUqVO6ayZPnszChQuxtrbO+40IIYQQQnzEJKVfiFx68OABCxcuZOnSpQQHB+Pu7p5tSnl21Gq1khmQup46Nb1+2bJllC5dmoCAAHbv3k29evWIi4vLsB4dHR2NNeJvlzM0NNRo08zMTGMd9bFjx6hbty4NGzYkICAACwuLdGu+31a1alUSEhIIDw/XOH758mUqVqyIkZER8H9r+Hfv3s33339PlSpVMq2zRIkSREdHa+wz8Pz5c0xMTNKVrV69Om3btmXjxo2Z1mdmZsbly5c1jiUkJHDjxg0aNmwIQMmSJXnx4oVGmRcvXmTYZk7UqVOHa9euZXrez8+PqKgo2rdvj7W1NUePHk2XoeHr60tISAgTJkxg8uTJGu9n6hr4Y8eOoaWlxYoVK/LUTwcHB3bv3s2hQ4cICwvLdk+JrMYy7aaK75uVlRVnz57l3LlzNGnSBIAmTZrw22+/ceHChXQz/JAyRiYmJuzevftf65cQQgghxIdMAn4hstCgQQPCw8O5dOkSkLI52MOHD9HT06N06dIkJyfj6+urlDcyMuLNmze5nvW3trYmKCiIf/75R2nn+vXrQMrMeLly5dDV1SUsLExjnbSRkRGvXr1SXlepUoXQ0FDi4+OJj4/nwIEDmbbZsGFD7t27x+nTp5VjV69eRa1Wc//+fYyMjOjatSszZszg999/13iQkJaBgQHDhg3Dzc1NSf1/+PAhixcvzvWmeKmKFClC3bp12bVrl3Js27ZttGzZMsPy48aNw8fHJ9Nd2IcPH87OnTuVTd6Sk5NZvHgxTZo0oW7dukDKvgI7d+5UHjIcO3YMbW1tjXXhudG1a1eePXvGunXrlCyH6Ohotm/fTnx8PMHBwfj5+RESEkJISAi//vorQIbr4AcPHoyJiQnbtm1Ld87IyIi5c+eybds2Hj9+nKe+ApQuXZpZs2axevVq3rx5k2m5zMaySpUqSiD+b2jYsCEPHjzgl19+UYJ7S0tLtm7dSrFixahUqVKG102ZMiXTvSSEEEIIIQo6SekXIgvFixfH09OTRYsWERsbi7a2Nq6urtjY2GBra0uJEiVo27atEqQVL15c2ejO2NhY42FAVpo0acLEiRMZNWoUSUlJJCQkYGNjg4WFBaNGjWLatGns2rWLatWqaQRV9vb2zJgxg/379zNo0CAcHBxo3rw5Xbt2pUyZMtSqVUvj69rSMjY2ZtWqVSxevBh3d3cSEhKoVKkSa9as4ezZs2zatAltbW2Sk5OZO3eusvFcRkaPHo22tjY9evRAR0cHgP79++Pg4JDDkU5v8eLFzJ8/Hx8fH9RqNZ9//jmzZ8/OsGy5cuVQqVRs2LAhw/PVqlXD09OTZcuW8fz5c54+fUrbtm1ZvHixUmbkyJF8++23ODg4oK2tjbGxMV5eXujp6Sll3l7D7+LiQq9evTJss0iRIvz0008sXryY9u3bY2hoiK6uLr179+bQoUNUrlw5XZaDnZ0dfn5+yjr4VFpaWri6ujJp0qQMN4OsVasWNjY2rF27llmzZqU7//Yafmtr6wx31W/Xrh3Vq1fH19eXgQMHZnhfb49lQkICTZs2zVV6PqRfw29hYcGCBQsyLW9gYED9+vU19jmoW7cujx49yvLbEurWrUudOnWIiIjIVf+EEEIIIQoCLXV2C3CFEKKAuXjxIpMmTWLevHnpNq8TIi4ujuvXr3P19rfEJ7zI1bUj+mWeVSNy7sKFCzRu3Di/u/HJkvHPPzL2+UvGP3/J+OdN6t8tFhYWGBgYpDsvM/xCiE9Oo0aNOHbsWH53QwghhBBCiH+VBPxC/ItGjhyZ7nvNy5cvz5o1a/KpR3m3c+dOtmzZku54Vl9Nl505c+Zw5coVjWM6OjrZfr3gh6QgvcepIiMjGTx4cLrjHTt2ZOzYsf9au15eXhw8eDDd8Q0bNuR580QhhBBCiE+ZpPQLIYQQaWSXGpeVxKR4dHX0/6WefTokrTN/yfjnHxn7/CXjn79k/PMmu79bZJd+IYQQ4j2RYF8IIYQQHxIJ+IUQQgghhBBCiAJIAn4hhBBCCCGEEKIAkoBfCCGEyIWEpPj87oIQQgghRI7ILv1CCCFEBr7b25/XiS/SHXf78sB/3xkhhBBCiDyQGX4hhBBCCCGEEKIAkoBfCCGEEEIIIYQogCTgF0IIIYQQQgghCiAJ+IUQQgghhBBCiAJIAn7xQYiPj2fRokV06NABGxsbHBwcOHToEABnzpyhfv36qFQqunXrRt++fQkPD1eunT59Olu2bFFeX7t2jSFDhmBtbY2TkxOOjo6sX79eOW9tbU1YWJhybd26dfn7778zrS8jaetI5eTkxJkzZ/I+CBnw9/dn/PjxWZbx9vZm0qRJ6Y5Pnz4dLy8vtm3bxqZNm7KsY8WKFfz8888AeHp64uHhkWG5tHWl7du1a9eYMmUKAFFRUaxduzbL9j4UO3bsoGvXrnTp0oXOnTuzZs0akpOTlfNmZmbY2dlhb2+PnZ0dhw8fVs69/d48ffqU6dOn0759e1QqFXZ2dsybN49Xr14Bmp8rf39/zMzMlDHPqL6MZPTZ9PDwwNPTM++DkIGIiAisrKyyLHPlyhVat25NUlKSxnF/f3/69eun8ZnIzOHDh5XP2pkzZ3BycsqwXNq63u6bSqXizZs3AGzatInIyMisb04IIYQQ4hMiu/SLD4KbmxuxsbHs3bsXAwMDwsLCGDp0KMbGxgCYmpri7+8PwOLFi1m4cCHr1q1LV09oaCjDhg3Dw8ODtm3bAhAZGZllwFu6dGk8PT1ZuHDh+7+xd5CYmJijcg4ODqxevZqoqCiKFSsGQExMDL/88gt79uyhQoUK2dYxYcKEHLXVq1evDI/XrVuXpUuXAikB/7p16xg2bFiO6swvgYGBbN68mbVr1/LZZ5/x8uVLxowZQ3JyMqNHj1bK+fr6YmhoyLFjx5g4cSLnzp1DV1fzV+fr16/p06cPDg4OLFiwAB0dHeLj4/Hx8SEyMpKiRYuma79ChQqsWLGCTp06pasvP+X0c1e/fn2MjY05efIkbdq0UY77+/vTvXt3jc9EZtq3b0/79u2zbSuruoKCgpT//vHHH2nRogUmJiY5ugchhBBCiIJOZvhFvnvw4AH79u3Dzc0NAwMDAGrWrMnIkSPx8vJKV75p06Y8fPgww7rWrl1Ljx49lGAfwMTEJMuZRhcXF06ePMkff/zxjnfyf54+fcqYMWOws7PDzs6OwMBA5ZyZmRkxMTEZvjYzM8PT0xNnZ+d09z58+HD27dunvP7ll18YPHgwZcqUwcrKiuDgYOXcvn37qF+/PhUqVNCYsb948SKOjo6oVCq6du2qXPP2zPHff/9N//79sbGxYdy4ccosdWaz/2lnZ1NntVUqFS4uLly9epVu3bpplLe3t+fixYsZjt358+dxcHDQOObk5MTZs2cBCAgIoEePHjg5OdG/f3/u3LmjlPvhhx+UGXkXFxeN2fq3eXp64urqymeffQaAsbExc+fO5YcffiA+Pv33rFtZWREbG0tUVFS6c8HBwRQvXpxRo0aho6MDgL6+PgMHDqRq1aoZtm9hYUG1atXYtWtXpn3MraSkJDw8POjWrRvdunXDw8NDmYHv168fR44cUcqmfd2vXz8WLFjAl19+yahRozTqXLduHXPnzlVeP336lBYtWvD69WucnJyUB3EAf/31F7du3cLGxkbjMxEZGcnAgQOVnwd3d3cgfVZDYmIi06ZNo2vXrnTv3l35mcxq9j/152f16tU8fvyY8ePHo1Kp+OOPP2jVqhWPHz9Wys6fP581a9bkfmCFEEIIIT5SEvCLfBcWFkblypUpXry4xvEGDRpw69YtjWPJyckcPnwYW1vbDOu6ceMG9evXz1X7RYoUYcSIESxfvjxX16UGFqn/0i4zmD9/Pp9//jl79uxh/fr1LFmyJN0SgMwYGBjg5+fHxIkTNY737dsXHx8f5fXWrVvp3bs3AM7OzhqBl7+/P87OzunqXrt2LUOGDCEoKIjg4GCNmdm0Lly4wLJly9i/fz9GRkasWrUqR30HmDNnDkWLFiUoKAhfX1/q1atHkSJFlID9/PnzaGtr06hRowyvt7S0JDY2VnnvQ0NDiYqKokmTJpw/f559+/axdetW/P39GTJkCDNnzgRSHgSEhISwbds2du/ezerVq9HWzvhXXHR0NBERETRo0EDjuKmpKbq6uvz555/prjl48CDNmjWjZMmS6c79/vvv1KtXL6dDpJg0aRKrV69WUtJzwtvbW+Nzl/Zh0vbt27l58yb+/v74+/tz48YNtm/fnqN679+/j4+PT7rlGN27d+eXX35RHkpt376dbt26UbhwYVQqFceOHePly5dAyufO1taWQoUKadSxZ88eKleuzJ49e9izZw9jxozJsA+hoaF0796dvXv30qdPH6ZNm5bTYWHUqFGUKVOGlStXEhQURI0aNXBwcGDHjh1AStbL3r176dGjR47rFEIIIYT42EnAL/KdWq3Otkx4eDgqlYoWLVpw6tQpJdDNzvz581GpVLRq1SrTrACAL7/8ktDQUK5cuZLjfqcGFqn/TE1NlXO//fYbLi4uAJQpU4a2bdvmeH2/o6Njhsdbt27NkydPCA8PJzw8nPv37/PFF18A0K5dO/7++29u377Nn3/+yR9//EHHjh3T1WFlZcXq1atZtWoVV69eVZYAvK1du3aUKlUKSAn4Tp8+naO+Z6Zfv37Kw4qtW7fSp0+fLMs7ODgQEBAApATyDg4OaGlpERISwq1bt+jRowcqlYqlS5fyzz//AHDkyBF69eqFkZERACVKlMhTX7W0tDReu7i4YG1tzaxZs9I9hMlMYGAgKpUKa2trjXX6bzMzM6NJkyb89NNPOe7f8OHDNT53abMhfvvtNxwdHdHX10dfXx8nJyd+++23HNVrZ2eX4dKC4sWLY21tTVBQEImJiezcuVP5+TMxMaFFixYEBweTnJxMYGBghg+a6tevz/Hjx/Hw8ODIkSMUKVIkwz5UqVKFpk2bAilr88PCwoiOjs5R/zPSp08f/P39SUxMZPfu3bRs2VLS/YUQQgjxSZGAX+S7mjVr8tdff/HixQuN45cvX8bMzAxImXkNCgri+PHj1KpVCzc3twzrql27NteuXVNez549m6CgIBISEtJtLpaWnp4e48aNY9myZe98P9nR0dFRHnLExcWlO59ZMKSlpaXM8vv4+NCzZ08lfVxPTw97e3v8/f0JCAiga9euyvKItAYOHMjq1aspWbIk33zzTa6zGvLKxsaGK1eucOPGDc6cOZMuxf9tDg4O7N27l7i4OIKDg5WHIGq1GmdnZyXY3b17N0ePHs11f4yMjKhYsSKXL1/WOB4eHk5CQgJVqlRRjvn6+hISEsKECROYPHlyhu+Zubm5xufOwcGBoKAgLCwssp29nzBhAps2bVKWTfxbdHR0NJY4vH0fmX3uICW7ZNu2bRw+fBhTU1ONZQrOzs74+fnx22+/YWRklGGGTcOGDQkICMDCwoKgoCD69+//7jeUA+XLl8fCwoLDhw/j4+OT7YMmIYQQQoiCRgJ+ke8qVqyIjY0Nbm5uShASFhbGmjVrGDt2rEZZfX193NzcOHHiBDdu3EhX17Bhw9i+fTvHjx9XjsXHx2e5ljuVnZ0dz549U1LP30Xz5s2VVOInT55w7NgxmjVrBkDlypWV4HDPnj25qjf12wt+/vnndKnJzs7O7N69O9NZVoC7d+9SuXJlXFxc6N+/v0aQmtbRo0d59uwZkJKmndr3nDAyMuLNmzcam7/p6enh7OzMqFGjsLOzo3DhwlnW8dlnn1GjRg3mz59PjRo1lI0HU2eaU2f1k5KSuH79OgBffPEF27ZtU2aEnz9/nmUbY8eO5dtvv1UyP16+fImbmxvDhg3L8GHJ4MGDMTExYdu2benOdevWjWfPnuHt7a08WFKr1TlK1a9UqRKdO3dm8+bN2ZbNTvPmzQkMDCQhIYGEhAQCAwNp0aIFoPm5++OPP7h582aO6zUzM6N48eK4u7uny65p06YNjx8/ZtmyZZmus79//z5GRkZ07dqVGTNm8Pvvv2f4M/nXX39x/vx5IOVno2bNmkrGRk4YGhqme3DSt29f3N3d0dXVpWHDhjmuSwghhBCiIPhwtoYWn7Svv/6aZcuWYWtri56eHgYGBsyaNYumTZumS4UvVaoUgwcPxsvLK93a8lq1avHDDz+wYsUK3NzcKFmyJHp6eowcOZIyZcpk2QdtbW0mT57MyJEj3/l+Zs+ezZw5c7CzswNg6tSpfP755wDMmDFDWeduY2OTq3qNjIxo3bo1b968SbeW/PPPP+ezzz4jLi4OCwuLDK//6aefOHPmDHp6eujr6zN79uwMy1laWjJp0iQePXpEjRo1mD59eo77WLx4cWVzNmNjY3x9fQHo0aMHXl5eme70/zZHR0emTZvGt99+qxxr0qQJEydOZNSoUSQlJZGQkICNjQ0WFhY4ODjw6NEjevbsia6uLkWKFGHr1q2ZruN3dHTkzZs3DBkyBLVaTVJSEiqVKt2mdam0tLRwdXVl0qRJynKNVEWKFGHLli0sXbqUjh07UqxYMQoVKoSFhQWtW7fO9l5Hjx6tLGF4Fz179uSvv/5SMiJatWrFl19+CaQ8DJswYQKHDx/G3Nwcc3PzXNXdo0cPli9friwjSaWrq4tKpWLz5s14e3tneO3Zs2fZtGkT2traJCcnM3fu3Azfl5o1a7Jz507c3NwoVKiQxnufE/3792fmzJkUKlSIpUuXUqNGDZo2bYqBgUGOlwEJIYQQQhQkWuqcLKAWQnwQEhMTsbe3Z9GiRXnaJC4/BQUFsXfv3kyDQvFhmzVrFtWqVWPo0KH53ZVcuX//Pr169eLgwYPZZpakiouL4/r16xy69y2vE1+kO+/25YH33EvxtgsXLtC4ceP87sYnS8Y//8jY5y8Z//wl4583qX+3WFhYZJilKin9QnwkDh8+TMeOHWnZsuVHF+wPGTIELy+vXO26Lj4Mjx49onPnzty7d++jWwO/YsUK+vTpw/Tp03Mc7AshhBBCFCSS0i9EJry8vDh48GC64xs2bMiXnb7bt29P+/bt//N234f169enO3bs2LEMN0mcPHkybdu2fS/t/hdtvG8fWp/Lli3LgQMf54z2hAkTmDBhQn53QwghhBAi30jAL0Qmxo4dm27TQPH+tG3b9l8PYP+LNt63j7HPBdXErj9mmBqXkBSPno5+PvRICCGEECJ3JKVfCCGEyAUJ9oUQQgjxsZCAXwghhBBCCCGEKIAk4BdCCCGEEEIIIQogCfiFEEIIIYQQQogCSAJ+IYQQIhvxSfH53QUhhBBCiFyTXfqFEEKIDAw8OIoXSS8B2Kfyy+feCCGEEELknszwCyGEEEIIIYQQBZAE/EIIIYQQQgghRAEkAb8QQgghhBBCCFEAScAvhBBCCCGEEEIUQBLwC/Evi4qKYu3atTkqu3z5cmxsbOjdu3ee2zt06BBXr17N8/XvS3JyMmvWrKFz58506dIFW1tbduzYoZyPiIjA3NwclUqFnZ0dPXv25ObNm5nWFxERgZWVlcaxmJgYzMzMlNfW1tZ069aN5ORkjWNhYWEATJ8+nS1btijnzp8/T69evejcuTPW1ta4urry/PnzDK9N5eTkxJkzZ5T62rRpg0qlUv7t378/y3F58uQJ06ZNo3379jg6OtK9e3eNcQGYOHEizZo1IyEhQeO4mZkZdnZ22NvbY2dnx+HDh5Vz/v7+WFpaolKpsLW1Zfjw4Tx58kQ5369fP44cOQKAp6cnzZs31+j3jz/+mO6cjY0NU6ZMITY2Nst7enss27dvz4wZM3j58mWG7acaP348/v7+6fqf+m/JkiVZtmltbY2NjQ329vZ07NiRUaNGcfHiRY0xGT9+fLZ9F0IIIYQoqGSXfiH+ZVFRUaxbt45hw4ZlW3bjxo0cPXqUkiVL5rm9Q4cOYWFhQb169XJ9bVJSEjo6OnluO63Vq1dz+vRpduzYgbGxMQ8fPmTo0KEYGBigUqkAKFq0KEFBQQBs3ryZmTNnEhAQ8E7txsbGEhQUhKOjY5bl7t27x9ixY1m5ciVNmzYlOTmZRYsWMW7cOI2HAtkZPnw4ffv2zVHZ169f07dvX5ycnFi0aBHa2tq8evWKvXv3KmVevHjBqVOnqFatGiEhIXTu3FmjDl9fXwwNDTl27BgTJ07k3Llz6Oqm/Cpv0aIFK1euRK1WM3nyZLy8vJg7d26GfXFwcMDV1TXLc/Hx8QwcOJAtW7YwfPjwTO8rs7GcMGECmzZtytHYpO1/bqxcuZKaNWsC8MsvvzB8+HDWr19P/fr1c1WPEEIIIURBJDP8QuTBpUuX6NWrF/b29tjb2/Prr7/i4eGBs7Mz9vb2DBgwgAcPHgAwb948Xr16hUqlwsXFJdM6e/fuTVxcHAMGDMDDwwOAgIAAevTogZOTE/379+fOnTsAhIaG0rt3bxwdHbG1tVWCqhMnThASEoK3tzcqlYrAwMB0s5xpX/v7+zNw4EDGjBlDt27dCAsL48qVK/Tr1w8nJyecnJw4evQoAJGRkQwcOBA7Ozvs7Oxwd3fP9F7i4uLw9vbGzc0NY2NjAMqXL8+0adPw9PTM8JqWLVty9+7dHIx+1saOHYuXlxfx8Vl/b/qaNWvo3r07TZs2BUBbW5uvvvqK+/fv89tvv71zPzISHBxM8eLFGTFiBNraKb9+ixYtqvG52LNnD23btqV37974+WX+VXBWVlbExsYSFRWV7pyWlhZNmjTh4cOH79RffX19GjZsmG09mY3l3bt3OX/+/Dv1ITc6deqEi4sL69ev/8/aFEIIIYT4kMkMvxC59OLFC8aOHYunpyeNGjUiKSmJ6OhozM3NlRnTnTt3smTJEpYvX86cOXNwdnZWZrIz4+Pjg5mZmTKDe/78efbt28fWrVvR19fn2LFjzJw5E19fXypUqMCmTZvQ19cnJiaGHj160Lp1a1q3bo21tTUWFhbKrHNqynRmrly5QlBQEJUrVyYqKor+/fvj7e1NmTJlePz4Md27dyc4OJg9e/ZQuXJl5eFC2nTtt927dw89PT1MTU01jjdo0ID79+8TExOT7pr9+/dTu3btLPuaExYWFtSpU4dt27YxYMCATMuFhoYyevRojWN6enqYm5sTFhZG8+bNc9Set7c3O3fuVF4vWrQo0/v4/fffs8288PPzw9XVlQYNGrBgwQIePXpE2bJl05U7ePAgzZo1yzAbJD4+nuPHj2Nra5tpO4GBgZw6dUp5PXnyZNq2batRJjo6mnPnzjFp0qQs+5zVWN66dQtLS0sA5s+fz3fffaeUefDgAe3atVNenzp1Ssn+AOjbty89evTIsu231a9fn5CQkFxdI4QQQghRUEnAL0QuXb58GVNTUxo1agSAjo4OxsbGBAYG4uPjQ2xsLImJie/cTkhICLdu3VICHrVarczmvnnzBjc3N0JDQ9HS0uLx48fcunUrXYCdE40aNaJy5cpASuZCRESExvIDLS0t7t27R/369dm0aRMeHh40bdqUVq1aZVqnWq3Oss3U86mZD2q1mkqVKrFo0aJMr9HS0srxPU2cOJH+/fvTvXv3HF+Tm7bSns9NSn92bty4QVRUFM2aNUNLS4tOnToRGBjIiBEjlDIuLi7ExMTw9OlTNm/erHF9asAcERGBqakpXbp0ybStrFL6AwMDOXnyJPfu3aNVq1Y0a9bsvdzf7Nmz+eKLL5TXb6+vz0tK/9uy++wJIYQQQnxKJOAX4j148OABCxcuZNeuXVSqVImLFy8yderUd6pTrVbj7OzMhAkT0p1btmwZpUuXZtGiRejq6jJ48GDi4uIyrEdHR0djE7u3yxkaGmq0aWZmxtatWzOsKyAggFOnThEUFIS3tzfbtm3LsFzVqlVJSEggPDxc4yHE5cuXqVixIkZGRrx48UJjDX92SpQoQXR0tMY+A8+fP8fExCRd2erVq9O2bVs2btyYaX1mZmZcvnyZDh06KMcSEhK4ceOGMltdsmRJXrx4oXHdixcvMmwzJ+rUqZNlmr6fnx9RUVG0b98eSJmpNzQ01Aj4UzNA1q9fz+TJk9m/fz8GBgbA/wXM0dHRDBkyhBUrVjBt2rRc9zP1YcCTJ0/o3bs3Pj4+9OnTJ9PyWY3l4MGDc93+u7h27Rqff/75f9qmEEIIIcSHStbwC5FLDRo0IDw8nEuXLgEpG909fPgQPT09SpcuTXJyMr6+vkp5IyMj3rx5k+tZf2tra4KCgvjnn3+Udq5fvw6kzIyXK1cOXV1dwsLCNNZJGxkZ8erVK+V1lSpVCA0NJT4+nvj4eA4cOJBpmw0bNuTevXucPn1aOXb16lXUajX379/HyMiIrl27MmPGDH7//XeNBwlpGRgYMGzYMNzc3JTU/4cPH7J48WLGjRuXq3FIVaRIEerWrcuuXbuUY9u2baNly5YZlh83bhw+Pj4ZLh+AlJn5nTt3cvbsWSDlWwUWL15MkyZNqFu3LpCyr8DOnTtJSkoC4NixY2hraysZEbnVtWtXnj17xrp165SZ6OjoaLZv3058fDzBwcH4+fkREhJCSEgIv/76K0CG6+AHDx6MiYlJhg9djIyMmDt3Ltu2bePx48d56itA6dKlmTVrFqtXr+bNmzeZlstsLKtUqUKTJk3y3H5uHTp0iG3btv3nDxmEEEIIIT5UMsMvRC4VL14cT09PFi1aRGxsLNra2ri6umJjY4OtrS0lSpSgbdu2SpBWvHhxZaM7Y2NjjYcBWWnSpAkTJ05k1KhRJCUlkZCQgI2NDRYWFowaNYpp06axa9cuqlWrphFU2dvbM2PGDPbv38+gQYNwcHCgefPmdO3alTJlylCrVi2Nr2tLy9jYmFWrVrF48WLc3d1JSEigUqVKrFmzhrNnz7Jp0ya0tbVJTk5m7ty5ysZzGRk9ejTa2tr06NFDmZHv378/Dg4OORzp9BYvXsz8+fPx8fFBrVbz+eefM3v27AzLlitXDpVKxYYNGzI8X61aNTw9PVm2bBnPnz/n6dOntG3blsWLFytlRo4cybfffouDgwPa2toYGxvj5eWFnp6eUubtNfwuLi706tUrwzaLFCnCTz/9xOLFi2nfvj2Ghobo6urSu3dvDh06ROXKlalSpYrGNXZ2dvj5+Snr4FNpaWnh6urKpEmTMtwMslatWtjY2LB27VpmzZqV7vzba/itra0zzCZp164d1atXx9fXl4EDB2Z4X2+PZUJCAk2bNs11ev7ba/gtLCxYsGBBlteMHz8efX19Xr9+jampKd7e3ho79B87dow2bdoor52cnJg4cWKu+iWEEEII8bHSUsuCRyGE4OLFi0yaNIl58+al27xOfFri4uK4fv06Sx5+z4uklAyVfarMl2KI9+/ChQs0btw4v7vxyZLxzz8y9vlLxj9/yfjnTerfLRYWFsoyz7Rkhl8IIUjZvPDYsWP53Q0hhBBCCCHeGwn4hfiPjRw5Mt33mpcvX541a9bkU4/ybufOnWzZsiXd8ay+mi47c+bM4cqVKxrHdHR0sv16wQ9JQXqPU0VGRma4Nr5jx46MHTv2X2vXy8uLgwcPpju+YcOGPG+eKIQQQgjxqZCUfiGEECKNjFLj4pPi0dfRz+eefTokrTN/yfjnHxn7/CXjn79k/PMmu5R+2aVfCCGEyIYE+0IIIYT4GEnAL4QQQgghhBBCFEAS8AshhBBCCCGEEAWQBPxCCCGEEEIIIUQBJAG/EEIIkYX4pMT87oIQQgghRJ5IwC+EEEJkYNABL2wD5qOvI99gK4QQQoiPkwT8QgghhBBCCCFEASQBvxBCCCGEEEIIUQBJwC+EEEIIIYQQQhRAEvALIYQQQgghhBAFkOxEJIQQHyhra2v09fXR19cnISGBwYMH06NHDx49esTUqVO5ceMGVapUwd/fX7nm0KFDrFq1ivj4eNRqNc7OzgwePBgAT09PYmNjcXV1za9bylBm9wkUuHsVQgghhPgvScAvhBAfsJUrV1KzZk3CwsJwcnKiTZs2FClShAkTJhAdHc3KlSs1ypcuXZrVq1dTtmxZXr16hZOTE/Xq1cPS0jKf7iBnMrrPsmXLFsh7FUIIIYT4r0hKvxBCfARq1qxJsWLFePToEUWLFsXS0pLChQunK1e/fn3Kli0LQNGiRTE1NeXBgwfK+UePHjFs2DBsbGwYPnw4r1+/zrTNVatW4e7urrx+/vw5VlZWxMbGEh8fj4eHB927d8fe3p6vvvqKmJgYAF69esWMGTOws7PD3t6eefPm5ek+U+/hv7hXIYQQQoiCSAJ+IYT4CFy4cIESJUpQq1atHF8THh7O5cuXadasmXLs+vXrLF26lH379pGYmMiePXsyvd7BwYGff/6ZxMREAIKDg7G2tqZIkSKsW7eOokWLsmvXLnbv3k2ZMmXw9vYGwN3dnSJFihAUFMTu3bsZO3bsv3qf7+NehRBCCCEKIknpF0KID9j48eNRq9X89ddfrFixAn19/Rxd9/jxY0aPHs3XX3+tzIIDtGrVimLFigFQr149/vrrr0zr+Oyzz6hRowbHjh2jffv2BAQEMGPGDABCQkKIjo7mwIEDAMTHxytB+pEjR/D390dbO+WZcsmSJf+1+3xf9yqEEEIIURBJwC+EEB+w1LXt+/btY8aMGTRq1IhSpUpleU1kZCSDBg1i6NChdOnSReOcgYGB8t86OjrExcVlWZejoyOBgYFUrFiRV69eKevj1Wo1X3/9Nc2bN8/jnWnKy33C+71XIYQQQoiCRlL6hRDiI9ClSxdatmzJDz/8kGW558+fM2jQIPr06aPsdP8uOnXqxLlz59i4cSOOjo5oaWkBKTvrb9q0iTdv3gAQHR1NeHg4AF988QXr169HrVYD8OzZsxy3l9P7hPd/r0IIIYQQBY0E/EII8ZGYMmUK/v7+PHr0iDZt2jBhwgTCwsJo06YNnp6eAHh7e/Pnn3+yfft2VCoVKpUKPz+/PLdZuHBh2rdvT1BQEA4ODsrx4cOHU6tWLbp3746dnR29e/dWAv4ZM2YQExNDt27dsLe3Z9WqVXm6z8ePH5OUlPSf3asQQgghREGjpU6dghFCCCEEcXFxKRv+PTjKi6TX/Ow4O7+79Mm5cOECjRs3zu9ufLJk/POPjH3+kvHPXzL+eZP6d4uFhYXGcsZUMsMvhBBCCCGEEEIUQLJpnxBCfOK8vLw4ePBguuMbNmzAxMTko2lDCCGEEEJokoBfCCE+cWPHjmXs2LEffRvv28bOYzEwMCA+KRF9HfnfpRBCCCE+PpLSL4QQQmRBgn0hhBBCfKwk4BdCCCGEEEIIIQogCfiFEEIIIYQQQogCSAJ+IYQQIhPxSYn53QUhhBBCiDyTgF8IIYTIwOD9W2T9vhBCCCE+ahLwCyGEEEIIIYQQBZAE/EIIIYQQQgghRAEkAb8QQgghhBBCCFEAScAvhBBCCCGEEEIUQBLwCyGEEEIIIYQQBVCuAv7w8HC+//575s6dq7y+devWv9IxIUTBExUVxdq1a3NUdvny5djY2NC7d+88t3fo0CGuXr2a5+vfl+TkZNasWUPnzp3p0qULtra27NixQzkfERGBubk5KpUKOzs7nJycuHjxonLe09MTDw8P5fWff/7J+PHjsba2xsHBAXt7e5YuXUpSUhIA/fr148iRI8q1ZmZmXLlyJdP63jZmzBhUKhUqlQozMzPs7OxQqVQMGTIEgK1bt2JnZ4e9vT02NjZZ1pXq0KFDODo6YmNjQ4cOHVi0aBHx8fHKeWtra8LCwjSucXJy4syZM0qfmzdvrvRLpVLx448/Ztnm5cuXsbe3p3PnzgwePJjIyMhs+ymEEEIIUZDk+PuG9u3bx7x58+jYsSPBwcF8/fXXxMbGsnTpUjZt2vQvdlEIUVBERUWxbt06hg0blm3ZjRs3cvToUUqWLJnn9g4dOoSFhQX16tXL9bVJSUno6Ojkue20Vq9ezenTp9mxYwfGxsY8fPiQoUOHYmBggEqlAqBo0aIEBQUB4OPjw6xZs9i3b1+6uh4/fkyfPn2YMmUKK1euBCA6Opq1a9cSHx9P4cKF011ToUIFli5dmm2AnOr7779X/tvMzAxfX18MDQ0BuHr1Kps3b2bXrl0UK1aMpKQkbt++nWV9586dY968eaxduxYzMzPi4uJwdXVl7ty5LFiwIEd9AnBwcMDV1TVHZZOTk/nqq69YuHAhlpaWrFq1iiVLlrBw4cIctyeEEEII8bHL8Qz/ypUr2bhxI/PmzVP+CK5Vq5bM8Avxibt06RK9evXC3t4ee3t7fv31Vzw8PHB2dsbe3p4BAwbw4MEDAObNm8erV69QqVS4uLhkWmfv3r2Ji4tjwIAByuxxQEAAPXr0wMnJif79+3Pnzh0AQkND6d27N46Ojtja2ioPIE+cOEFISAje3t6oVCoCAwPx9/dn/PjxSjtpX/v7+zNw4EDGjBlDt27dCAsL48qVK/Tr1w8nJyecnJw4evQoAJGRkQwcOBA7Ozvs7Oxwd3fP9F7i4uLw9vbGzc0NY2NjAMqXL8+0adPw9PTM8BorKysePnyY4bmtW7diZWWFk5OTcszIyIhJkyZlGOwDdOrUiRcvXnDixIlM+5lT/4+9O4+rqtobP/45h6kUA/VqmYLTkzhgKglqaiiaIgoHGUpJkSzHFFFLRH0MvYoYpiU+xcVSKkUSmVLTHo3UyhHH1IRSIzByRgRiEM7vD37sxyPnMKmR+H2/Xr7u3WuvvdbaiwOd717Dvnz5Mubm5jRo0AAAIyMjOnbsWOk14eHhTJkyBRsbGwDMzMwIDg7m66+/Vj4bD9rp06cxMzOjZ8+eAIwaNYqdO3c+lLqEEEIIIf6pqj3Cf+PGDeXLmkqlUv63/P8LIR4/2dnZTJs2jfDwcOzs7CgpKSE3N5fOnTsrI7GxsbGsWLGCVatWsXDhQjw9PZWRbEOio6N1RpZTUlLYsWMHGzduxNTUlL179zJv3jxiYmJo2bIlUVFRmJqakpeXh7e3N/3796d///44OTlha2vLmDFjgLKgvjInT54kKSkJa2trcnJy8PX1JTIykubNm3PlyhW8vLzYtm0bW7duxdraWnm4cOvWLYNlpqenY2JiQvv27XXSu3fvTkZGBnl5eRWu2bVrFy4uLnrLO3v2LH379q30Pu6lUqmYNWsWq1atol+/fjW69l59+/Zl7dq1DBw4EAcHBxwcHHBzczP4sAHKHsoEBQXppFlaWmJlZUVaWhotW7YEwN/fHzMzMyXPb7/9pnNNYmIi+/fvV45nzZqFo6Oj3jqzsrJ49tlnleMmTZpQWlpKdnY2lpaW1b1dIYQQQohHWrUD/i5dupCUlIS7u7uStn379lpNlRVC1A8nTpygffv22NnZAWWjvRYWFiQmJhIdHU1+fj537ty573qSk5M5d+4c3t7eAGi1WnJycgAoKCggODiY1NRUVCoVV65c4dy5cxUC7Oqws7PD2toaKJu5kJmZqbP8QKVSkZ6eTrdu3YiKimL58uU4ODhUGkRrtdpK6yw/Xz7z4caNGxQVFREbG1utNkdGRrJ9+3ays7NZtWqV8rO414ABA/jPf/6jd5lATTRo0IAvv/ySn376iaNHjxIbG8vGjRvZsmULpqam91X26tWr6dChg3J89ywGqNmUfiGEEEIIUYOAf/78+bzxxhts2bKF/Px83njjDS5evMi6deseZvuEEI+YS5cusWzZMrZs2YKVlRXHjh3j7bffvq8ytVotnp6ezJgxo8K5lStX0qxZM0JDQzE2Nmb8+PEUFhbqLcfIyIjS0lLl+N585evUy+u0sbFh48aNestKSEhg//79JCUlERkZyaZNm/Tma9OmDcXFxZw/f17nIcSJEydo1aoV5ubmZGdnK2v4S0pKWLZsGbNnz2bz5s0VZlF17tyZn376STmeOHEiEydOxMPDg+LiYr1tKDd79mzmz5+Ps7NzpfmqolKpeP7553n++ed57bXXePHFF/nll1/o0qWL3vw2NjacOHGCTp06KWnZ2dlkZGTw3HPP3VdbDGnRogV//PGHcnzjxg3UarWM7gshhBDisVLtNfzt27dnx44d+Pj4EBAQgIeHB1u3bqVNmzYPsXlCiH+y7t27c/78eY4fPw6UbXSXlZWFiYkJzZo1o7S0lJiYGCW/ubk5BQUFNR71d3JyIikpiT///FOp5/Tp00DZyPgzzzyDsbExaWlppKSk6NR3+/Zt5bh169akpqZSVFREUVER33zzjcE6e/ToQXp6OgcPHlTSTp06hVarJSMjA3Nzc4YPH05QUBBnzpzReZBwNzMzMyZMmEBwcLAy9T8rK4uwsDCmT59eIb+RkRHvvPMOV69e5dtvv61w3sfHhwMHDpCYmKiklZSUVBnsA/Ts2ZM2bdqwdevWKvMacv78eZ3d9C9evEhxcTHPPPOMwWveeustPv74Y1JTU4GyBy3BwcE4OzvTqlWrWrelMra2thQUFCifh5iYmPt+0CGEEEII8aip9gg/wJNPPmlwXakQ4vFjaWlJeHg4oaGh5Ofno1arCQwMxNnZGRcXFxo3boyjo6MSdFlaWiob3VlYWOg8DKiMvb09AQEBTJkyRQlunZ2dsbW1ZcqUKcyZM4ctW7bQtm1b7O3tlevc3NwICgpi586dvP7667i7u9OnTx+GDx9O8+bN6dixI1evXtVbp4WFBR999BFhYWGEhIRQXFyMlZUVERERHD58mKioKNRqNaWlpSxatAi12vDz06lTp6JWq/H29lY2PfX19dVZInU3MzMzAgICWLNmDYMGDdI59/TTT7NhwwZWrlzJ6tWrsbS0xNTUlMGDBxscYb/bzJkzGTlyZJX5DCkoKCAkJITr169jZmaGkZERYWFhNG3a1OA1vXr1YsGCBQQGBlJQUEBxcTGDBg1i1qxZNar73jX8Tk5Oemd9AKjVat577z3effddCgsLadmyJWFhYTWqTwghhBDiUafSVrXA9P/7448/WLNmDT///DP5+fk65yobJRNCCCEeJYWFhZw+fZqVmSfYqHmjrpvzWDp69CgvvPBCXTfjsSX9X3ek7+uW9H/dkv6vnfLvLba2tjqbH5er9gj/jBkzaNeuHf7+/jzxxBMPtJFCCCGEEEIIIYR4sKod8F+4cIEvv/yy0mmrQghRE5MnT67wvvkWLVoQERFRRy2qvdjYWDZs2FAhPTQ0VGezun+SB9nmn3/+mblz51ZIHzNmjPJ2hYdh4cKFnDx5UifNyMioylcwCiGEEEI8Dqod8A8cOJDDhw/Tu3fvh9keIcRj5FEM7A3x9vZ+qIHtw/Ag29ypUyeSkpIeSFk1sXjx4odW9jrnMRSV3MHUqEbb3QghhBBC/GNU+1vMggULGDVqFNbW1hU2Z1q2bNkDb5gQQghR1yTYF0IIIcSjrNrfZIKCgjAyMqJ9+/Z6NwMQQgghhBBCCCHEP0e1A/6DBw/y/fffY25u/jDbI4QQQgghhBBCiAeg2jvw2djYkJ2d/RCbIoQQQvyzFJWU1HUThBBCCCFqrdoj/L179+aNN97Aw8Ojwhp+Ly+vB94wIYQQoi69sSOJDe6v1HUzhBBCCCFqrdoB/9GjR2nevDk//PCDTrpKpZKAXwghhBBCCCGE+IepdsD/xRdfPMx2CCGEEEIIIYQQ4gGq1fuGtFotWq1WOVarq70VgBBCCCGEEEIIIf4G1Q74L1++zOLFi0lJSSEnJ0fn3M8///zAGyaEEEIIIYQQQojaq/bQ/LvvvouJiQlRUVE0aNCAhIQEnJycWLRo0cNsnxCPvJycHNauXVutvKtWrcLZ2RkfH59a17d7925OnTpV6+sflNLSUiIiIhg6dCjDhg3DxcWFzZs3K+czMzPp3LkzGo0GV1dXXn311UofHmZmZtKrVy+dtLy8PGxsbJRjJycnRowYQWlpqU5aWloaAHPnzmXDhg3KuZSUFEaPHs3QoUNxcnIiMDCQmzdv6r22nIeHB4cOHVLKe+mll9BoNMq/nTt3VtovV69eZc6cOQwaNIiRI0fi5eWl0y8AAQEB9O7dm+LiYp10GxsbXF1dcXNzw9XVlW+//VY5Fx8fT8+ePdFoNLi4uDBx4kSuXr2qnB87dizfffcdAOHh4fTp00en3Z9//nmFc87OzsyePZv8/PxK7+nevhw0aBBBQUHcunVLb/3l/P39iY+Pr9D+8n8rVqyotE4nJyecnZ2Vti5YsECnzw4cOICHhwfDhw9n+PDhnDt3rsr7EEIIIYSoT6o9wn/8+HG+++47GjRogEqlomPHjixdupRRo0bxyiuyi7EQhuTk5PDJJ58wYcKEKvOuX7+ePXv20KRJk1rXt3v3bmxtbXn++edrfG1JSQlGRka1rvtuH3/8MQcPHmTz5s1YWFiQlZXFm2++iZmZGRqNBoBGjRqRlJQEwGeffca8efNISEi4r3rz8/NJSkpi5MiRleZLT09n2rRprF69GgcHB0pLSwkNDWX69Ok6DwWqMnHiRMaMGVOtvH/99RdjxozBw8OD0NBQ1Go1t2/fZvv27Uqe7Oxs9u/fT9u2bUlOTmbo0KE6ZcTExNCwYUP27t1LQEAAR44cwdi47E/5iy++yOrVq9FqtcyaNYs1a9YYfCjr7u5OYGBgpeeKiorw8/Njw4YNTJw40eB9GerLGTNmEBUVVa2+ubv9NbF69Wo6dOhASUkJr732Grt27cLFxYXLly8zf/58PvnkE9q1a0dBQQF37typUdlCCCGEEI+6ao/wq9Vq5UvlU089xY0bN2jQoAGXL19+aI0T4p/q+PHjjB49Gjc3N9zc3Pjhhx9Yvnw5np6euLm5MW7cOC5dugTA4sWLuX37NhqNhlGjRhks08fHh8LCQsaNG8fy5csBSEhIwNvbGw8PD3x9fblw4QIAqamp+Pj4MHLkSFxcXJSg6vvvvyc5OZnIyEg0Gg2JiYnEx8fj7++v1HP3cXx8PH5+frz11luMGDGCtLQ0Tp48ydixY/Hw8MDDw4M9e/YAcP36dfz8/HB1dcXV1ZWQkBCD91JYWEhkZCTBwcFYWFgA0KJFC+bMmUN4eLjea/r27cvFixer0fuVmzZtGmvWrKGoqKjSfBEREXh5eeHg4ACU/Y175513yMjI4MCBA/fdDn22bduGpaUlkyZNUvY+adSokc7nYuvWrTg6OuLj40NcXJzBsnr16kV+fn6FJVZQ9vYUe3t7srKy7qu9pqam9OjRo8pyDPXlxYsXSUlJua82VFdhYSGFhYU89dRTAERHR6PRaGjXrh0ATzzxBObm5n9LW4QQQggh/imqPcLfrVs39u7dy8svv0y/fv0ICAjgiSeewNbW9mG2T4h/nOzsbKZNm0Z4eDh2dnaUlJSQm5tL586dlRHT2NhYVqxYwapVq1i4cCGenp7KSLYh0dHR2NjYKCO4KSkp7Nixg40bN2JqasrevXuZN28eMTExtGzZkqioKExNTcnLy8Pb25v+/fvTv39/nJycsLW1VUady6dMG3Ly5EmSkpKwtrYmJycHX19fIiMjad68OVeuXMHLy4tt27axdetWrK2tlYcLd0/Xvld6ejomJia0b99eJ7179+5kZGSQl5dX4ZqdO3fSqVOnSttaHba2tnTp0oVNmzYxbtw4g/lSU1OZOnWqTpqJiQmdO3cmLS2NPn36VKu+yMhIYmNjlePQ0FCD93HmzJkqZ17ExcURGBhI9+7dWbp0KZcvX+bpp5+ukG/Xrl307t1b72yQoqIi9u3bh4uLi8F6EhMT2b9/v3I8a9YsHB0ddfLk5uZy5MgRZs6cWWmbK+vLc+fO0bNnTwCWLFnCBx98oOS5dOkSAwYMUI7379+vzP4AGDNmDN7e3pXW7e/vj5mZGb///jv9+vWjX79+APz666+0bNkSX19fcnJy6NWrF7Nnz8bU1LTS8oQQQggh6pNqB/zvvfeesi523rx5rFu3jvz8/Eq/UAtRH504cYL27dtjZ2cHgJGRERYWFiQmJhIdHU1+fv4DmTqcnJzMuXPnlIBHq9Uqo7kFBQUEBweTmpqKSqXiypUrnDt3rkKAXR12dnZYW1sDZTMXMjMzdZYfqFQq0tPT6datG1FRUSxfvhwHBwclsNLn7rd4VHa+fOaDVqvFysqK0NBQg9eoVKpq31NAQAC+vr54eXlV+5qa1HX3+ZpM6a/K2bNnycnJoXfv3qhUKoYMGUJiYiKTJk1S8owaNYq8vDyuXbvGZ599pnN9ecCcmZlJ+/btGTZsmMG6KpvSn5iYyI8//kh6ejr9+vWjd+/eD+T+FixYwMCBA5Xju2eewP1N6S8sLGT69OlERUXh5+dHSUkJx44dY/369ZiZmfH2228TGRnJtGnTHsi9CCGEEEI8Cqod8D/xxBMkJCTw888/Kxs4abVawsLCeO+99x5aA4V4FFy6dIlly5axZcsWrKysOHbsGG+//fZ9lanVavH09GTGjBkVzq1cuZJmzZoRGhqKsbEx48ePp7CwUG85RkZGOpvY3ZuvYcOGOnXa2NiwceNGvWUlJCSwf/9+kpKSiIyMZNOmTXrztWnThuLiYs6fP6/zEOLEiRO0atUKc3NzsrOzddbwV6Vx48bk5ubq7DNw8+ZNmjZtWiFvu3btcHR0ZP369QbLs7Gx4cSJEwwePFhJKy4u5uzZs8podZMmTcjOzta5Ljs7W2+d1dGlS5dKp+nHxcWRk5PDoEGDgLKR+oYNG+oE/OUzQD799FNmzZrFzp07MTMzA/4vYM7NzeWNN97gww8/ZM6cOTVuZ/nDgKtXr+Lj40N0dDSvvfaawfyV9eX48eNrXH9tmJmZMWDAAPbs2YOfnx/PPvsstra2NGrUCABnZ+dqf9aEEEIIIeqLaq/hnzt3Lp999hkNGzbE2toaa2trWrdurYwMCvG46N69O+fPn+f48eNA2UZ3WVlZmJiY0KxZM0pLS4mJiVHym5ub12rDMCcnJ5KSkvjzzz+Vek6fPg2UjYw/88wzGBsbk5aWprNO2tzcnNu3byvHrVu3JjU1laKiIoqKivjmm28M1tmjRw/S09M5ePCgknbq1Cm0Wi0ZGRmYm5szfPhwgoKCOHPmjM6DhLuZmZkxYcIEgoODlan/WVlZhIWFMX369Br1Q7kGDRrQtWtXtmzZoqRt2rSJvn376s0/ffp0oqOj9S4fgLKR+djYWA4fPgyUvVUgLCwMe3t7unbtCpTtKxAbG0tJSQkAe/fuRa1W1/rv3vDhw7lx4waffPKJMsshNzeXL7/8kqKiIrZt20ZcXBzJyckkJyfzww8/AOhdBz9+/HiaNm2q96GLubk5ixYtYtOmTVy5cqVWbQVo1qwZ8+fP5+OPP6agoMBgPkN92bp1a+zt7Wtdf02UlpZy5MgR2rRpA8CIESM4dOgQRUVFaLVafvjhBzp27Pi3tEUIIYQQ4p+i2iP833//Pd9++62yIZIQjytLS0vCw8MJDQ0lPz8ftVpNYGAgzs7OuLi40LhxYxwdHZUgzdLSUtnozsLCQudhQGXs7e0JCAhgypQplJSUUFxcjLOzM7a2tkyZMoU5c+awZcsW2rZtqxNUubm5ERQUxM6dO3n99ddxd3enT58+DB8+nObNm9OxY0ed17XdzcLCgo8++oiwsDBCQkIoLi7GysqKiIgIDh8+TFRUFGq1mtLSUhYtWqRsPKfP1KlTUavVeHt7KyPyvr6+uLu7V7OnKwoLC2PJkiVER0ej1Wp57rnnWLBggd68zzzzDBqNhnXr1uk937ZtW8LDw1m5ciU3b97k2rVrODo6EhYWpuSZPHky7733Hu7u7qjVaiwsLFizZg0mJiZKnnvX8I8aNYrRo0frrbNBgwZ88cUXhIWFMWjQIBo2bIixsTE+Pj7s3r1beZB6N1dXV+Li4pR18OVUKhWBgYHMnDlT72aQHTt2xNnZmbVr1zJ//vwK5+9dw+/k5KR3NsmAAQNo164dMTEx+Pn56b2ve/uyuLgYBweHGk/Pv3cNv62tLUuXLq30mvI1/MXFxTz33HO89dZbQNlSlf79++Pu7o6RkRGdO3fWmSkhhBBCCPE4UGmrWmz7/7m5ubFu3Tr+9a9/Pew2CSHE3+7YsWPMnDmTxYsXV9i8TjxeCgsLOX36NKsyzrPBXV47WxeOHj3KCy+8UNfNeGxJ/9cd6fu6Jf1ft6T/a6f8e4utra2yzPNu1R7hd3d3Z+rUqfj6+lZYv1rd3ayFEOKfys7Ojr1799Z1M4QQQgghhHhgqh3wb9iwASjbLOxuKpWKb7/99sG2Soh6bPLkyRXea96iRQsiIiLqqEW1Fxsbq/xtuFtlr6arysKFCzl58qROmpGRUZWvF/wnqU8/43LXr1/XuwHfyy+//FB3vl+zZg27du2qkL5u3bpab54ohBBCCPG4qPaUfiGEEOJxcPfUOJWxMab/fw8K8feRaZ11S/q/7kjf1y3p/7ol/V87VU3pr/Yu/UIIIcTjRoJ9IYQQQjzKJOAXQgghhBBCCCHqIQn4hRBCCCGEEEKIekgCfiGEEEIIIYQQoh6SgF8IIYQwoKikpK6bIIQQQghRaxLwCyGEEHq8ueNb2bRPCCGEEI80CfiFEEIIIYQQQoh6SAJ+IYQQQgghhBCiHpKAXwghhBBCCCGEqIck4BdCCCGEEEIIIeqhvy3gLyoqIjQ0lMGDB+Ps7Iy7uzu7d+8G4NChQ3Tr1g2NRsOIESMYM2YM58+fV66dO3cuGzZsUI5/+ukn3njjDZycnPDw8GDkyJF8+umnynknJyfS0tKUa7t27coff/xhsDx97i6jnIeHB4cOHap9J+gRHx+Pv79/lfnmzp3LSy+9hLu7O0OGDGH06NEkJibWul4bGxtcXV3RaDQ4OzuzatWqal03duxYvvvuO6VN+vrx448/RqPRoNFo6NGjB4MGDVKOs7Kyat3mv1NUVBTXr1+v62Y8UKWlpURERDB06FCGDRuGi4sLmzdvVs5nZmbSuXNnNBoNrq6ueHh4cOzYMeV8eHg4y5cvV45/++03/P39cXJywt3dHTc3N95//31K/v+u5nd/VsLDw7GxseHkyZMGy9Pn7jLK+fv7Ex8fX/uO0OPQoUN4eHhUmS88PJw+ffrg7u7O0KFD8fT05LPPPlPuuaacnJxwdnZWfg8XLFhAcXFxldfd/btnqB/j4uKU3zsHBwdeeukl5fjun8M/WXx8PBcvXqzrZgghhBBCPLKM/66KgoODyc/PZ/v27ZiZmZGWlsabb76JhYUFAO3bt1e+xIeFhbFs2TI++eSTCuWkpqYyYcIEli9fjqOjIwDXr18nKirKYN3NmjUjPDycZcuWPfgbuw937typUf6JEycyZswYAH7++WcCAgK4efMmr7/+eoW8JSUlGFWxu3RMTAwNGzbkr7/+Yvjw4Tg5OdGtW7catUmfKVOmMGXKFKAsYBs/fjwDBw6873IfpKr65/PPP+fFF1+kadOmNSr3zp07GBv/bb9WNfLxxx9z8OBBNm/ejIWFBVlZWbz55puYmZmh0WgAaNSoEUlJSQBER0czf/58duzYUaGsK1eu8NprrzF79mxWr14NQG5uLmvXrqWoqIgnn3yywjUtW7bk/fff5/PPP3+Id1lzNf09dHd3JzAwEICMjAzeeecdMjIyWLBggd6yq/o8rF69mg4dOlBSUsJrr73Grl27cHFxqVGb9PH09MTT0xMoe0Bga2ur/P34p6iqfxISEmjcuDFt27atUbmlpaWoVCpUKtX9NlEIIYQQ4pH2t4zwX7p0iR07dhAcHIyZmRkAHTp0YPLkyaxZs6ZCfgcHB4MjwWvXrsXb21sJ9gGaNm3K7NmzDdY/atQofvzxR3799df7vJP/c+3aNd566y1cXV1xdXXVGW23sbEhLy9P77GNjQ3h4eF4enpWuPeJEyfqBFf/+7//y/jx4/XW36lTJ+bPn8/atWvRarUcOnQIV1dXgoKC0Gg0bN26lX79+lFYWKhcM3nyZLZu3VqhrL/++os7d+7QqFEjoOKoqr5R1nLnzp1j1KhRDB06lAULFlBUVGSoy7hy5Qr+/v54eXnh6upKRESEcs7JyYlVq1bx6quvMmDAALZu3UpUVBReXl68/PLLHDlyBCgbhe7VqxehoaFK36ekpCjl7N27l1GjRuHh4cGrr77KiRMnACr0z759+9i6dSve3t64u7vj7u7OgQMHgLLAuLytGo2GX3/9tcJshruP586dy/z58/Hx8VECrISEBLy9vfHw8MDX15cLFy4Y7JekpCTeeust5fjOnTv069ePjIwMACIjI/Hy8mLkyJFMnjyZq1evAmWzZpYvX86IESNwc3PTKeNehYWFREZGEhwcrDxka9GiBXPmzCE8PFzvNb169TL4e7hx40Z69eqlMypubm7OzJkz9Qb7AEOGDCE7O5vvv//eYDtrKi8vj6CgIEaMGMGIESNYu3atcu7eWTp3Hzs5ObFixQq8vLxYuHChTpmLFi3Sedh49uxZhg4dilarrVC/lZUVS5cuZdOmTdy+fVv5fC5fvpyRI0cSGxtLv379uHLlinLNkiVLdD775QoLCyksLOSpp54CKs6gqWxm0h9//IGvry/Ozs5Mnz6d27dvG+yz3Nxc5s+fr/weLlmyRGdWRmhoKD4+Pjg6OvLpp5+ybds2Ro0ahZOTk87fJxsbG1avXo1Go2Ho0KF88803yrmTJ08yduxYPDw88PDwYM+ePQB6++fAgQO8+uqruLu74+rqyvbt24GyGQqnT59myZIlaDQa9u/fX2E2w93H4eHh+Pv7M378eFxcXMjJyTH490AIIYQQ4nHxtwxFpqWlYW1tjaWlpU569+7d+fDDD3XSSktL+fbbbw2OcJ09exZnZ+ca1d+gQQMmTZrEqlWr+J//+Z9qX+fv7688oICyKczllixZwnPPPcf//M//cOXKFTw8POjcuTMdOnSoslwzMzPi4uIAdKYmjxkzhrVr1zJs2DCgLKgaO3aswXK6devG9evXuXHjBgC//vorixcvpkePHkBZ8Pv1118zcuRIMjMzOX36tDIaC2UPQgDS09MZPXo07dq1q7Lt9zp58iQxMTGYmZkxceJENm/ebHAUMTAwkKlTp2Jvb09RURF+fn507dqVvn37AmUB7JdffsmpU6fw9fXlnXfeYcuWLXz99desXLmSTZs2AZCdnU3Hjh2ZO3cuhw4dYtasWezevZs///yTjz76iE8//RRzc3N++eUXJkyYoAQb9/bPzZs3GTFiBCqVigsXLuDn58e+ffuYMmUKsbGxyshrdfz8889s2LCBBg0akJKSwo4dO9i4cSOmpqbs3buXefPmERMTo/faIUOGEBISwo0bN2jSpAn79u2jXbt2WFlZkZSUREZGBps3b0atVhMdHU1oaCjvv/8+kZGRZGRkEB8fj6mpqfI50Cc9PR0TExPat2+vk969e3cyMjJ0HlCVq2yk+ezZs8rPrbpUKhWzZs1i1apV9OvXr9rXLVmyhA8++EA5vnTpEgMGDADgo48+orS0lK1bt5KXl8err75Khw4ddB4IGpKbm8uWLVsAdJbqjBkzhsmTJ/PGG2+gUqnYsGEDPj4+BkeL27dvzxNPPMHFixdp0qQJ2dnZdO3aVZkFcOnSJTZv3sy0adPIy8tj+/btbNu2Tbm+/O/M77//Tr9+/WrUN+WOHj1KYmIi//rXvwgKCuKjjz5S6r/XsmXLsLe3Z+nSpZSWlvL2228TFxfHK6+8AsCff/7Jhg0buHr1KkOGDMHPz4+YmBhOnTrFtGnTlL9PAGq1mqSkJC5cuMDo0aPp2bMnJiYmvPvuu0RGRtK8eXOuXLmCl5eXcs/39s+tW7eIjo7GyMiIa9eu4eHhQb9+/fD09CQxMVFnhtDRo0cr7YdTp04RHx9PkyZN+P333yv9eyCEEEII8Tj4WwJ+fSNj9zp//jwajYbLly9jbm5ObGxstcpesmQJR44c4fr168TGxtKiRQu9+V555RXWr19fo7Wr9wZ8d49mHjhwgLlz5wLQvHlzHB0dOXToULUCxJEjR+pN79+/PyEhIcr+BRkZGZVOhb+3X1u3bq0Es1A2Wrds2TJGjhxJTEwMnp6emJqaKufLp/Tn5OQwbtw4du/ezeDBg6ts/91cXFxo2LAhUDbV+X//93/1Bvz5+fkcPnxYJyjNy8vj/PnzSuBYHlx26dKFv/76SwksbG1t+f3335XrTExMcHNzA8pGoZ944gkuXLjA0aNH+f3333nttdeUvHfu3OHatWt6+ycjI4PZs2dz+fJljI2NuXbtGlevXqVZs2Y16gMAZ2dnGjRoAEBycjLnzp3D29sbKPs55eTkGLz2ySefZPDgwWzbtg1fX18SEhKUz1pycjKnT59WPjMlJSWYm5sD8N133zF37lzlZ9qkSRODdVT1O1h+/vbt22g0Gm7cuEFRUVG1fw8jIyPZvn072dnZrFq1Cjs7O735BgwYwH/+8x+9ywQMWbBggc7vwd17Xhw4cIB58+ahUqkwNzdn+PDhHDhwoFoBv7u7u9709u3bY2Vlxb59++jevTvJyckEBQVVWtbd/WtmZqYTFL/22mu89tprTJ48ma+++oq+ffvqLBUp/ztTWFjI9OnTiYqKws/Pr8r2323AgAH861//AsDLy4slS5YYzJucnMypU6dYv349AAUFBTz99NPKeWdnZ9RqNU8//TSWlpbK34QuXbpw+fJlCgsLlQeh5Z/xdu3a0blzZ06cOIGxsTGZmZlMmDBBKVOlUpGenk7jxo0r9M+NGzeYN28e6enpGBkZcevWLS5evEj37t1r1AcAL730kvJ78P333xv8e1DeV0IIIYQQ9d3fEvB36NCB33//nezsbJ1R/hMnTmBjYwP83xr+oqIiZs2aRXBwcIXRfyibyv7TTz8pX0LL18326tWr0o2zTExMmD59OitXrjT4UOBBMTIyUgKAu6fUlysPDO+lUqkYM2YM0dHRALz66quVrjP/6aefaNq0KU2bNuXXX3+tUK6dnR0lJSUcPXqUhIQEZTTzXk899RQvvvgiP/74I4MHD8bIyIjS0lLlvL57qKnyNbVbtmzBxMREb57yIKL8nsuP1Wp1tddZ9+/fn/fee69C+vnz5yv0z6xZs5g7dy6DBw+mtLSUbt26GbzXqvrk7rK1Wi2enp7MmDGjWm2GsodAISEhuLq6cvjwYeUetFotU6ZMwcvLq9pl6dOmTRuKi4s5f/68zij/iRMnaNWqFebm5mRnZytr+EtKSli2bBmzZ89m8+bNFUa3O3fuzE8//aQcT5w4kYkTJ+Lh4VHlpnOzZ89m/vz5NZ6pU1M1+Znda+zYsWzatInz588zZMgQZbmLPhcuXKCwsJB27dqRnZ3Nk08+qdNfLVq0wNbWlm+//Zbo6GgWL16stxwzMzMGDBjAnj178PPzeyi/h1D2mfroo4+wsrIy2I5yRkZGFX4v79y5o5NHX/k2NjZs3LixwrnMzMwK/RMcHIyTkxNr1qxBpVIxdOjQWv8elj98LGfo74EQQgghxOPib1nD36pVK5ydnQkODla+oKWlpREREcG0adN08pqamhIcHMz333/P2bNnK5Q1YcIEvvzyS/bt26ekFRUV6XwJNMTV1ZUbN25w+PDh+7wj6NOnj7LD+dWrV9m7dy+9e/cGwNraWgmG9K2Zr0z52wu+/vprZfRMn3PnzhESEqIziqbP2LFjmTVrFj169DD4oKOoqIjjx4/Tpk2bCu3/9ddf+fnnnw2Wv3PnTvLz87lz5w5JSUlKH9zL3NycF154gcjISCUtKytLWY9eE8XFxUq/pqSkUFBQQLt27ejbty/ff/89v/zyi5L31KlTBsu5ffs2rVq1AsrWC9+9/0DDhg111kG3bt1a6ZMrV65U+rYGJycnkpKS+PPPP4GyUfnTp09Xek89e/YkNzeXlStXMnjwYGUdvJOTE9HR0dy6dQso+1mdO3cOgIEDB/LZZ58p7a5sSr+ZmRkTJkwgODhYKSsrK4uwsDCmT59eIb+RkRHvvPMOV69e5dtvv61w3sfHhwMHDujsXVFSUlKtHeZ79uxJmzZtavy7oU+fPn2Ii4tDq9WSm5vL119/zYsvvgjofo4PHDigzPSoDkdHRy5evMj69evx8fExmC8zM5P58+czevRoZeaFPmPGjCEkJARjY2OdWSZ3Ky0t5ciRI8rvYU0+c3v27FF+/vHx8QZ/D6HsMxUZGak8IL1x44ayX0RNlS9N+u233zh79izdu3enR48epKenc/DgQSXfqVOnDM4yuX37Ni1btkSlUvHjjz+Snp6unNP3e3jmzBlKS0vJzc2tdHp+Tf8eCCGEEELUR3/bduLvvvsuK1euxMXFBRMTE8zMzJg/fz4ODg4Vvsj+61//Yvz48axZs4aPPvpI51zHjh35z3/+w4cffkhwcDBNmjTBxMSEyZMn07x580rboFarmTVrFpMnT77v+1mwYAELFy7E1dUVgLfffpvnnnsOgKCgIBYuXEijRo1qPIppbm5O//79KSgoqDBFOzIyktjYWOXcpEmTDE5LLjd8+HAWL16sN2gZNWoUarWawsJCHBwcGD16NFD2UGXGjBl8++23dO7cmc6dOxssv2vXrowfP54bN27g4OCgrAPWZ8WKFSxbtkzps4YNG7J06dIaT6G3tLTk3LlzysZqK1euxNTUlDZt2hAWFsb8+fMpKCiguLgYOzs7nn/+eb3lBAUFMXXqVCwsLOjfv7/O7BNfX1/mzZvHE088wfvvv4+3tzf+/v64uLjQpk0bg2UC2NvbExAQwJQpU5Qg2NnZGVtb20rvy93dnQ8//FBnZNTd3Z3s7GxlmYRWq2X06NF07NiRiRMn8v777+Pu7o6JiQmtW7fW2aPhXlOnTkWtVuPt7a2M1vr6+hr8DJmZmREQEMCaNWsYNGiQzrmnn36aDRs2sHLlSlavXo2lpSWmpqYMHjyYLl26VHqfADNnzjS4tKUmpk6dyr///W/lM+Xm5sZLL70EwIwZM5SN7nr37s2zzz5b7XLVajXu7u7s27ePjh076pxLTEzkwIED/PXXX5ibm+Pq6lrpXhtQthGpmZmZ3t/D8jX8xcXFPPfcc8rmizX5zPXs2ZOZM2dy+fJl/uu//ktZbqTPvHnzCAsLQ6PRoFKpMDExYd68eQZH/CtTUlKCu7s7f/31F4sXL1aWKnz00UeEhYUREhJCcXExVlZWejcqhLIZH4sWLSI8PJyuXbsqs76gbJZTaGgon376KYGBgbz88st8/fXXDBs2jGeffbbSz1pN/x4IIYQQQtRHKm11FtiLv82dO3dwc3MjNDT0gXwxTUlJITg4mK1bt9aLV1RlZmbi6elZ6WinEA/C66+/ziuvvKKz3ry2MjIyGD16NLt27TL4FoNHjY2NDceOHaswjb4+KCws5PTp03yQcZkv3O//FYmi5o4ePcoLL7xQ1814bEn/1x3p+7ol/V+3pP9rp/x7i62trd5ll3/LlH5RPd9++y0vv/wyffv2fSDB/rx583j77bf57//+73oR7AvxdyjfI6RRo0YMHTr0vsv78MMPee2115g7d269CfaFEEIIIcSj4W+b0v9PtGbNGnbt2lUhfd26dTq7aP9dBg0aVGHq9P0ICQl5YGX9U7Rq1eqRHd2PjY3V+x710NBQOnXq9MjU8aD909rctWtXdu/e/cDKmzFjRo02cHxUpKam1nUThBBCCCFEFWRKvxBCCHGXu6fGqYyNMa3kbSni4ZBpnXVL+r/uSN/XLen/uiX9XzsypV8IIYSoJQn2hRBCCPEok4BfCCGEEEIIIYSohyTgF0IIIYQQQggh6iEJ+IUQQgghhBBCiHpIAn4hhBDCgKKS0rpughBCCCFErUnAL4QQQugxaWcKpkbyn0khhBBCPLrkm4wQQgghhBBCCFEPScAvhBBCCCGEEELUQxLwCyGEEEIIIYQQ9ZAE/EIIIYQQQgghRD0kAb8QQvwDOTk54ezsjJubG8OGDSM2NhaAy5cvM3bsWF544QU8PDwqXLd582ZefvllBg8ezOLFiyktLdtlPj4+Hn9//7/1Hqpj7NixDBo0CI1Gw9ChQ/noo4+Uc0VFRbzxxhv06tWLXr16Vbg2OTkZZ2dnXn75ZQICAvjrr78AOHTokN6+EUIIIYR43EjAL4QQ/1CrV6/mq6++4sMPP2TRokVcvnyZBg0aMGPGDN5///0K+TMyMlizZg1ffvkl//u//0t6ejpfffVVHbS8ZhYsWEBSUhJffPEF69at4+TJkwCo1WreeOMNoqKiKlyTl5fHf//3fxMREcGuXbto2LAhn3766d/cciGEEEKIfzYJ+IUQ4h+uQ4cOPPXUU1y+fJlGjRrRs2dPnnzyyQr5vvnmGwYPHkyTJk1Qq9V4e3vz9ddfK+dzc3MJCAhg+PDhjBo1iqtXrxqsMykpibfeeks5vnPnDv369SMjIwOAyMhIvLy8GDlyJJMnT1bKKioqYvny5YwYMQI3NzedMqrSvHlz2rZtyx9//AGAsbExL774Io0aNaqQd9++fdja2tKmTRsARo0axY4dO5TzJSUlLFy4EFdXV9zc3Dh//ny12yGEEEIIUV9IwC+EEP9wR48epXHjxnTs2LHSfFlZWTz77LPK8bPPPktWVpZy/NNPPxEYGMj27dv5r//6LzZs2GCwrCFDhpCSksKNGzeAsgC7Xbt2WFlZkZSUREZGBps3byYhIYGXXnqJ0NBQoOxBQEZGBvHx8Xz11Vf8+9//rvZ9Xrx4kezsbL3T92t6r7/++iujRo1i69atDBs2TGepgBBCCCHE48K4rhsghBBCP39/f7RaLb///jsffvghpqam91WenZ0dLVq0AKBbt27s37/fYN4nn3ySwYMHs23bNnx9fUlISFDWxScnJ3P69GlGjhwJlI2mm5ubA/Ddd98xd+5cpa1NmjSpsl1LlixhxYoVXLhwgcDAwGpdU5W2bdvSuXNnALp37853331332UKIYQQQjxqJOAXQoh/qNWrV9OhQwd27NhBUFAQdnZ2/Otf/zKYv0WLFsp0eIA//vhDCfABzMzMlP9vZGRESUlJpfWPHDmSkJAQXF1dOXz4MO+99x4AWq2WKVOm4OXlVdtb07FgwQIGDhzI0aNHGT9+PH369MHGxqbSa1q0aMGhQ4eU43vv9e6HI2q1mjt37jyQtgohhBBCPEpkSr8QQvzDDRs2jL59+/Kf//yn0nxDhw5l9+7d3Lhxg9LSUmJjYxk2bFit6+3Zsye5ubmsXLmSwYMHK/sGODk5ER0dza1bt4Cydfvnzp0DYODAgXz22WcUFRUBKEsCquOFF17Ax8eHDz/8sMq8/fv356effuK3334DICYm5r7uVQghhBCiPpIRfiGEeATMnj0bDw8P3nzzTby9vSkqKiI3N5eXXnoJb29vpk+fjpWVFVOnTuWVV14BoG/fvri5ud1Xve7u7nz44Yds3LhRJy07O5sxY8YAZSP+o0ePpmPHjkycOJH3338fd3d3TExMaN26NatXr652fVOmTOHll1/m7NmzdO7cGU9PTy5fvkxOTg4vvfQS/fv3Z+nSpZibm7N48WImTZpEaWkpnTp1Yv78+fd1r0IIIYQQ9Y1Kq9Vq67oRQgghxD9FYWEhp0+fJjyzgChN37puzmPp6NGjvPDCC3XdjMeW9H/dkb6vW9L/dUv6v3bKv7fY2trqLN8sJ1P6hRBCCCGEEEKIekim9AshxGMsNjZW7+v5QkND6dSp0yNThxBCCCGEqEgCfiGEeIx5e3vj7e39yNfxMPzHuSdFJaWYGslkOCGEEEI8muRbjBBCCGGABPtCCCGEeJTJNxkhhBBCCCGEEKIekoBfCCGEEEIIIYSohyTgF0IIIQwoKimt6yYIIYQQQtSaBPxCCCGEHtN2pssafiGEEEI80uSbjBBCCCGEEEIIUQ9JwC+EEEIIIYQQQtRDEvALIYQQQgghhBD1kAT8QgghhBBCCCFEPSQBvxBCCCGEEEIIUQ8Z13UDhBCPtpycHL788ksmTJhQZd5Vq1bxzTff0KRJE6Kjo2tV3+7du2nevDnPP/98ra5/UMaOHcsff/yBubk5+fn5tGrVinHjxjFgwAAADh06xMSJE2nTpo1yjY2NDe+99x5FRUWEhIRw5MgR1Go1Wq2WSZMmYWlpyYoVKwC4du0apaWlNG/eHIBp06bx8ssv623Lxo0biYmJQaVSUVRUxMCBAwkMDFTq7N+/P5988olOO44dO0bDhg0pLS0lMjKShIQE1Go1KpUKPz8/XnnlFQBGjx7N2LFjcXFxAWD58uUkJiZy4MABAEpKSujVqxfx8fFYW1vrbV9VdWRmZuLp6cmhQ4eUa/Ly8rCzsyM1NbVCf5d79913sbOzM/gz2rx5M2vXrkWr1fLSSy+xYMEC1Gp5zi2EEEKIx4cE/EKI+5KTk8Mnn3xSrYB//fr17NmzhyZNmtS6vt27d2Nra1urgL+kpAQjI6Na132vBQsWMHDgQKAswJ81axbvvvsuQ4YMAaB9+/bEx8dXuO7zzz8nOzubr776CiMjI/Ly8rh69Spt2rShf//+AISHh5Ofn68E7oacOnWKzz77jC1btvDUU09RUlLCL7/8opPnwoULHDlyBHt7+wrXf/zxxxw8eJDNmzdjYWFBVlYWb775JmZmZmg0Gnr16sWhQ4eUgP/w4cO0atWKX375heeee46zZ89ibm5uMNivTh3VdXd/VyUjI4M1a9aQmJiIpaUlEyZM4KuvvsLd3b3a9QkhhBBCPOpkqEMIUcHx48cZPXo0bm5uuLm58cMPP7B8+XI8PT1xc3Nj3LhxXLp0CYDFixdz+/ZtNBoNo0aNMlimj48PhYWFjBs3juXLlwOQkJCAt7c3Hh4e+Pr6cuHCBQBSU1Px8fFh5MiRuLi4EBUVBcD3339PcnIykZGRaDQaEhMTiY+Px9/fX6nn7uP4+Hj8/Px46623GDFiBGlpaZw8eZKxY8fi4eGBh4cHe/bsAeD69ev4+fnh6uqKq6srISEhNeqzXr16MW3aNP7zn/9UmffPP//kX//6l/LwoWHDhjozAWri8uXLmJub06BBAwCMjIzo2LGjTp7p06fz/vvvV7i2sLCQyMhIgoODsbCwAKBFixbMmTOH8PBw5b4OHz4MQG5uLoWFhQwbNkxJO3z4MA4ODgbbV506HoZvvvmGwYMH06RJE9RqNd7e3nz99dcPrT4hhBBCiH8iGeEXQujIzs5m2rRphIeHY2dnR0lJCbm5uXTu3FkZbY6NjWXFihWsWrWKhQsX4unpSVJSUqXlRkdHY2NjQ0xMDA0bNiQlJYUdO3awceNGTE1N2bt3L/PmzSMmJoaWLVsSFRWFqakpeXl5eHt7079/f/r374+TkxO2traMGTMGQO8I+t1OnjxJUlIS1tbW5OTk4OvrS2RkJM2bN+fKlSt4eXmxbds2tm7dirW1tfJw4datWzXuu27duhEaGqocnz9/XmcE++WXX2batGl4e3vzxhtvcOjQIXr06MFLL73E4MGDa1wfQN++fVm7di0DBw7EwcEBBwcH3NzcePLJJ5U8Q4YMYePGjezevVunnvT0dExMTGjfvr1Omd27dycjI4O8vDx69OhBZmYm165d48yZM9jZ2dGzZ08++eQTXnvtNQ4fPmxwqUF16wCUh0blSktLK5S1ZMkSPvjgA+V43bp1NG3aVG+9WVlZPPvss8rxs88+S1ZWlsF2CiGEEELURxLwCyF0nDhxgvbt2ytro42MjLCwsCAxMZHo6Gjy8/O5c+fOfdeTnJzMuXPn8Pb2BkCr1ZKTkwNAQUEBwcHBpKamolKpuHLlCufOnasQNFaHnZ2dMt38+PHjZGZm6iw/UKlUpKen061bN6Kioli+fDkODg7069evxnVptVqdY0NT+m1sbPj22285cuQIx44d49///jf79u1j8eLFNa6zQYMGfPnll/z0008cPXqU2NhYNm7cyJYtWzA1NVXyzZo1i2XLluHk5GSwvfru54knnuD555/n8OHDnDlzBgcHB7p06cLPP//MnTt3OHr0KAsWLKi0jKrqAGjUqJHOQ6PyNfx3q8mUfiGEEEIIIQG/EKIaLl26xLJly9iyZQtWVlYcO3aMt99++77K1Gq1eHp6MmPGjArnVq5cSbNmzQgNDcXY2Jjx48dTWFiotxwjIyOd0eB78zVs2FCnThsbGzZu3Ki3rISEBPbv309SUhKRkZFs2rSpRvf0008/8dxzz1Urr5mZGf369aNfv344Ojry+uuv1yrgh7KHFs8//zzPP/88r732Gi+++CK//PILXbp0UfK8+OKLNG3alK+++kpJa9OmDcXFxZw/f17nYcqJEydo1aqVskFe+Tr+n3/+GV9fX4yMjLC2tmbr1q089dRTWFlZGWxbderIzs6u1X1XpkWLFvzxxx/K8R9//EGLFi0eeD1CCCGEEP9ksoZfCKGje/funD9/nuPHjwNlG91lZWVhYmJCs2bNKC0tJSYmRslvbm5OQUFBjUf9nZycSEpK4s8//1TqOX36NFA2vfuZZ57B2NiYtLQ0UlJSdOq7ffu2cty6dWtSU1MpKiqiqKiIb775xmCdPXr0ID09nYMHDyppp06dQqvVkpGRgbm5OcOHDycoKIgzZ87onVZuSEpKCmvWrKnW5oUpKSlcv35dOT5z5gytWrWqdl13O3/+PGlpacrxxYsXKS4u5plnnqmQd/bs2Trr5s3MzJgwYQLBwcHKEoasrCzCwsKYPn26ks/BwYHvv/+evLw8nn76aQDs7e2JiIiodP1+Tep40IYOHcru3bu5ceMGpaWlxMbGMmzYsIdWnxBCCCHEP5GM8AshdFhaWhIeHk5oaCj5+fmo1WoCAwNxdnbGxcWFxo0b4+joqAThlpaWykZ3FhYWOg8DKmNvb09AQABTpkyhpKSE4uJinJ2dsbW1ZcqUKcyZM4ctW7bQtm1bnd3l3dzcCAoKYufOnbz++uu4u7vTp08fhg8fTvPmzenYsSNXr17VW6eFhQUfffQRYWFhhISEUFxcjJWVFRERERw+fJioqCjUajWlpaUsWrSoyle4la8p/+uvv3j22Wf597//rTPl/N41/M2bN2ft2rVkZmayZMkSiouLUavVNG3alLCwsGr1270KCgoICQnh+vXrmJmZYWRkRFhYmN617V27dqVLly5kZmYqaVOnTlU2tSvfRNDX11dnN/sePXpw9epVnXuxt7dn1apVTJo0qco2VqeO6rh3Db+/vz+DBg3Sm9fKyoqpU6cqr/7r27cvbm5uNapPCCGEEOJRp9JWtcBSCCGEeIwUFhZy+vRpIjIbsVbToa6b81g6evQoL7zwQl0347El/V93pO/rlvR/3ZL+r53y7y22traYmZlVOC9T+oUQQgghhBBCiHpIpvQLIR6oyZMnV3j9WYsWLYiIiKijFtVebGwsGzZsqJAeGhpKp06d/ta2LFy4kJMnT+qkGRkZVflawr9LXfWVh4cHJSUlOmndunWr9QaIQgghhBD1iUzpF0IIIe5y99Q4lbEJpkYyGe7vJtM665b0f92Rvq9b0v91S/q/dmRKvxBCCFFLEuwLIYQQ4lEm32SEEEIIIYQQQoh6SAJ+IYQQQgghhBCiHpKAXwghhDDgTolscyOEEEKIR5cE/EIIIYQeX3xzDWMjVV03QwghhBCi1iTgF0IIIYQQQggh6iEJ+IUQQgghhBBCiHpIAn4hhBBCCCGEEKIekoBfCCGEEEIIIYSohyTgF+IhysnJYe3atdXKu2rVKpydnfHx8al1fbt37+bUqVO1vv5BKS0tJSIigqFDhzJs2DBcXFzYvHmzcj4zM5POnTuj0WhwdXXl1Vdf5eeffzZYXmZmJr169dJJy8vLw8bGRjl2cnJixIgRlJaW6qSlpaUBMHfuXDZs2KCcS0lJYfTo0QwdOhQnJycCAwO5efOm3mvLeXh4cOjQIaW8l156CY1Go/zbuXNnpf1y9epV5syZw6BBgxg5ciReXl46/QIQEBBA7969KS4u1km3sbHB1dUVNzc3XF1d+fbbb5Vz8fHx9OzZE41Gg4uLCxMnTuTq1avK+bFjx/Ldd98BEB4eTp8+fXTa/fnnn1c45+zszOzZs8nPz6/0nu7ty0GDBhEUFMStW7f01l/O39+f+Pj4Cu0v/7dixYpK66zq51POUH8KIYQQQjwOjOu6AULUZzk5OXzyySdMmDChyrzr169nz549NGnSpNb17d69G1tbW55//vkaX1tSUoKRkVGt677bxx9/zMGDB9m8eTMWFhZkZWXx5ptvYmZmhkajAaBRo0YkJSUB8NlnnzFv3jwSEhLuq978/HySkpIYOXJkpfnS09OZNm0aq1evxsHBgdLSUkJDQ5k+fbrOQ4GqTJw4kTFjxlQr719//cWYMWPw8PAgNDQUtVrN7du32b59u5InOzub/fv307ZtW5KTkxk6dKhOGTExMTRs2JC9e/cSEBDAkSNHMDYu+zP+4osvsnr1arRaLbNmzWLNmjUsWrRIb1vc3d0JDAys9FxRURF+fn5s2LCBiRMnGrwvQ305Y8YMoqKiqtU3d7f/QaqqP4UQQggh6jsZ4Reiho4fP87o0aNxc3PDzc2NH374geXLl+Pp6Ymbmxvjxo3j0qVLACxevJjbt2+j0WgYNWqUwTJ9fHwoLCxk3LhxLF++HICEhAS8vb3x8PDA19eXCxcuAJCamoqPjw8jR47ExcVFCaq+//57kpOTiYyMRKPRkJiYSHx8PP7+/ko9dx/Hx8fj5+fHW2+9xYgRI0hLS+PkyZOMHTsWDw8PPDw82LNnDwDXr1/Hz88PV1dXXF1dCQkJMXgvhYWFREZGEhwcjIWFBQAtWrRgzpw5hIeH672mb9++XLx4sRq9X7lp06axZs0aioqKKs0XERGBl5cXDg4OAKjVat555x0yMjI4cODAfbdDn23btmFpacmkSZNQq8v+9DZq1Ejnc7F161YcHR3x8fEhLi7OYFm9evUiPz+fnJycCudUKhX29vZkZWXdV3tNTU3p0aNHleUY6suLFy+SkpJyX224X9XtTyGEEEKI+kpG+IWogezsbKZNm0Z4eDh2dnaUlJSQm5tL586dlRHT2NhYVqxYwapVq1i4cCGenp7KSLYh0dHR2NjYKCO4KSkp7Nixg40bN2JqasrevXuZN28eMTExtGzZkqioKExNTcnLy8Pb25v+/fvTv39/nJycsLW1VUady6dMG3Ly5EmSkpKwtrYmJycHX19fIiMjad68OVeuXMHLy4tt27axdetWrK2tlYcLd0/Xvld6ejomJia0b99eJ7179+5kZGSQl5dX4ZqdO3fSqVOnSttaHba2tnTp0oVNmzYxbtw4g/lSU1OZOnWqTpqJiQmdO3cmLS2NPn36VKu+yMhIYmNjlePQ0FCD93HmzJkqZ17ExcURGBhI9+7dWbp0KZcvX+bpp5+ukG/Xrl307t1b72yQoqIi9u3bh4uLi8F6EhMT2b9/v3I8a9YsHB0ddfLk5uZy5MgRZs6cWWmbK+vLc+fO0bNnTwCWLFnCBx98oOS5dOkSAwYMUI7379+vzP4AGDNmDN7e3pXW7e/vj5mZmXL822+/6Zyvbn8KIYQQQtRXEvALUQMnTpygffv22NnZAWBkZISFhQWJiYlER0eTn5/PnTt37rue5ORkzp07pwQ8Wq1WGc0tKCggODiY1NRUVCoVV65c4dy5cxUC7Oqws7PD2toaKJu5kJmZqbP8QKVSkZ6eTrdu3YiKimL58uU4ODjQr18/g2VqtdpK6yw/Xz7zQavVYmVlRWhoqMFrVCpVte8pICAAX19fvLy8qn1NTeq6+3xNpvRX5ezZs+Tk5NC7d29UKhVDhgwhMTGRSZMmKXlGjRpFXl4e165d47PPPtO5vjxgzszMpH379gwbNsxgXZVN6U9MTOTHH38kPT2dfv360bt37wdyfwsWLGDgwIHK8d0zT6B2U/pXr15Nhw4dlGMPDw/l/1enP4UQQggh6jsJ+IW4T5cuXWLZsmVs2bIFKysrjh07xttvv31fZWq1Wjw9PZkxY0aFcytXrqRZs2aEhoZibGzM+PHjKSws1FuOkZGRziZ29+Zr2LChTp02NjZs3LhRb1kJCQns37+fpKQkIiMj2bRpk958bdq0obi4mPPnz+s8hDhx4gStWrXC3Nyc7OxsnTX8VWncuDG5ubk6+wzcvHmTpk2bVsjbrl07HB0dWb9+vcHybGxsOHHiBIMHD1bSiouLOXv2rDJa3aRJE7Kzs3Wuy87O1ltndXTp0qXSaeVxcXHk5OQwaNAgoGykvmHDhjoBavkMkE8//ZRZs2axc+dOZYS7PGDOzc3ljTfe4MMPP2TOnDk1bmf5w4CrV6/i4+NDdHQ0r732msH8lfXl+PHja1z/g1Kd/hRCCCGEqO9kDb8QNdC9e3fOnz/P8ePHgbKN7rKysjAxMaFZs2aUlpYSExOj5Dc3N6egoKDGo/5OTk4kJSXx559/KvWcPn0aKBsZf+aZZzA2NiYtLU1nnbS5uTm3b99Wjlu3bk1qaipFRUUUFRXxzTffGKyzR48epKenc/DgQSXt1KlTaLVaMjIyMDc3Z/jw4QQFBXHmzBmdBwl3MzMzY8KECQQHBytT/7OysggLC2P69Ok16odyDRo0oGvXrmzZskVJ27RpE3379tWbf/r06URHR+tdPgBlI/OxsbEcPnwYKHurQFhYGPb29nTt2hUo21cgNjaWkpISAPbu3YtarVZmRNTU8OHDuXHjBp988okyyyE3N5cvv/ySoqIitm3bRlxcHMnJySQnJ/PDDz8A6F0HP378eJo2bar3oYu5uTmLFi1i06ZNXLlypVZtBWjWrBnz58/n448/pqCgwGA+Q33ZunVr7O3ta13//ahpfwohhBBC1Fcywi9EDVhaWhIeHk5oaCj5+fmo1WoCAwNxdnbGxcWFxo0b4+joqAQVlpaWykZ3FhYWOg8DKmNvb09AQABTpkyhpKSE4uJinJ2dsbW1ZcqUKcyZM4ctW7bQtm1bnaDKzc2NoKAgdu7cyeuvv467uzt9+vRh+PDhNG/enI4dO+q8ru1uFhYWfPTRR4SFhRESEkJxcTFWVlZERERw+PBhoqKiUKvVlJaWsmjRImXjOX2mTp2KWq3G29tbGZH39fXF3d29mj1dUVhYGEuWLCE6OhqtVstzzz3HggUL9OZ95pln0Gg0rFu3Tu/5tm3bEh4ezsqVK7l58ybXrl3D0dGRsLAwJc/kyZN57733cHd3R61WY2FhwZo1azAxMVHy3LuGf9SoUYwePVpvnQ0aNOCLL74gLCyMQYMG0bBhQ4yNjfHx8WH37t1YW1vTunVrnWtcXV2Ji4tT1sGXU6lUBAYGMnPmTL2bQXbs2BFnZ2fWrl3L/PnzK5y/dw2/k5OT3tkkAwYMoF27dsTExODn56f3vu7ty+LiYhwcHGo8Pf/eNfy2trYsXbq0RmWUq2l/CiGEEELUVyptVQtuhRCinjt27BgzZ85k8eLFFTavE4+fwsJCTp8+zfFLz/CmW8u6bs5j6ejRo7zwwgt13YzHlvR/3ZG+r1vS/3VL+r92yr+32Nra6mxmXE5G+IUQjz07Ozv27t1b180QQgghhBDigZKAX4i/0eTJkyu817xFixZERETUUYtqLzY2lg0bNlRIr+zVdFVZuHAhJ0+e1EkzMjKq8vWC/yT16Wdc7vr163o34Hv55ZeZNm3aQ6t3zZo17Nq1q0L6unXrar15ohBCCCHE40Sm9AshhBB3uXtqnJGxKcZG1X8tpHgwZFpn3ZL+rzvS93VL+r9uSf/XTlVT+mWXfiGEEMIACfaFEEII8SiTgF8IIYQQQgghhKiHJOAXQgghhBBCCCHqIQn4hRBCCCGEEEKIekgCfiGEEEKPkhLZ01YIIYQQjzYJ+IUQQgg9jGTDPiGEEEI84iTgF0IIIYQQQggh6iEJ+IUQQgghhBBCiHpIAn4hhBBCCCGEEKIekoBfCCGEEEIIIYSohyTgF0I8FDk5Oaxdu7ZaeVetWoWzszM+Pj61rm/37t2cOnWq1tc/LE5OTqSlpVWZz8bGhry8vL+hRfDzzz/z9ddfVytvZmYmX3755X3XmZKSwujRoxk6dCiDBg0iKCiIW7duKefHjh3Ld999p3ONv78/8fHxAMTHx9OzZ080Go3yb8WKFdWqe82aNdjY2FTr5yCEEEIIUZ9IwC+EeChycnL45JNPqpV3/fr1REdHEx0dXev67ifgLykpqXW9j6Kff/6ZnTt3VivvpUuX7jvgT09PZ9q0acycOZNvvvmGXbt20ahRI2bMmFGjcl588UWSkpKUf2+//XaV15w5c4YTJ07QsmXL2jZfCCGEEOKRZVzXDRBCPDqOHz/Oe++9p4xEz5kzhx9//JHDhw9TXFxM48aNCQkJoWXLlixevJjbt2+j0Wh48skniYmJ0Vumj48PhYWFjBs3jn79+hEYGEhCQgLR0dGUlJRgbm5OcHAw7dq1IzU1lUWLFvHXX39RWFjIK6+8gp+fH99//z3Jycns37+f2NhYXn/9dUpLS9mzZw+rV68GykaIy4/j4+P56quvaNiwIenp6YSFhVFUVMSKFSuUe/P392fAgAFcv36d2bNnc/36dQD69OnDvHnzDPZRSkoKixYtAsDe3h6t9v/e5X7hwgVCQkK4efMmxcXFjBs3Dk9PzwplLF++XG+fLlq0iJYtW/Lmm28CcPbsWWbOnMnOnTtRqSq+Qk5f26dMmcLq1avJzc1Fo9Fgb2/PggULmD17NhcvXqS4uBhra2tCQkKwsLBg8eLFZGZmotFoaN26NatXr672fZSLiIjAy8sLBwcHANRqNe+88w6DBw8mJSWFnj17Grz2fhQVFbF48WLef/99fH19H0odQgghhBD/aFohhKiGmzdval988UXt0aNHtVqtVnvnzh1tdna29vr160qezZs3awMCArRarVabkZGhdXBwqFbZHTp00Obm5mq1Wq32yJEj2gkTJmgLCwu1Wq1Wu2fPHu2rr76q1Wq12tu3byvpubm52mHDhml//fVXrVar1QYGBmq/+OILpcy4uDjt9OnT9R7HxcVpu3fvrk1PT9dqtVrtrVu3tBqNRnv58mWtVqvVXr58Wdu/f3/trVu3tOvXr9f+93//t1JOdna2wfsoLCzU9uvXT3vw4EGtVqvVbt++XduhQwdtamqqtri4WDty5Eilvbdv39YOGTJEOb67Dwz16a+//qodPHiwtrS0VKvVarVBQUHaqKgog+0x1PZ7++beOleuXKkNCwvTarVa7cGDB7UjR45UzlV1H/qMHDlSu2vXrgrpkydPVn5mY8aM0To5OWnd3NyUfy+88II2Li5OafMLL7ygc37z5s0G69Rqtdr33ntPu2HDBq1Wq9UOHDhQm5qaWmn+cgUFBdqUlBRtQUFBtfKLBy8lJaWum/BYk/6vO9L3dUv6v25J/9dOVd9bZIRfCFEtJ06coH379tjZ2QFgZGSEhYUFiYmJREdHk5+fz507d+67nuTkZM6dO4e3tzcAWq2WnJwcAAoKCggODiY1NRWVSsWVK1c4d+4c7du3r3E9dnZ2WFtbA2UzFzIzM5kwYYJyXqVSkZ6eTrdu3YiKimL58uU4ODjQr18/g2VeuHCBJ598kl69egHg4uLCwoULAfjtt984f/48s2bNUvIXFxdz4cKFCu3ft2+f3j5t3749VlZW7Nu3j+7du5OcnExQUJDB9tSk7UlJSWzdupXi4mLy8/Np06aN3nw1uY+aWrBgAQMHDlSO/f39dc6/+OKLyoyNqhw/fpzTp09Xa9q/EEIIIUR9JQG/EKLWLl26xLJly9iyZQtWVlYcO3bsvgMsrVaLp6en3vXdK1eupFmzZoSGhmJsbMz48eMpLCzUW46RkRGlpaXK8b35GjZsqFOnjY0NGzdu1FtWQkIC+/fvJykpicjISDZt2lTt+ymfaq/VamncuDFJSUmV5q+qT8eOHcumTZs4f/48Q4YMoVGjRgbL6tGjR7XanpKSwqZNm4iJiaFJkyZs3bqVzZs36y2zuvdxNxsbG06cOMHgwYOVtOLiYs6ePcv48eOrXU5NHDlyhPPnzzNo0CAA/vzzT9544w2WLVtW6YMPIYQQQoj6RDbtE0JUS/fu3Tl//jzHjx8Hyja6y8rKwsTEhGbNmlFaWqqzTt/c3JyCgoIaj/o7OTmRlJTEn3/+qdRz+vRpAG7fvs0zzzyDsbExaWlppKSk6NR3+/Zt5bh169akpqZSVFREUVER33zzjcE6e/ToQXp6OgcPHlTSTp06hVarJSMjA3Nzc4YPH05QUBBnzpzReZBwt3bt2lFQUKC0a+fOncrshLZt2/LEE0+QmJio5D9//jy5ubk6ZeTm5hrsUwBHR0cuXrzI+vXrq3yrgaG239tXOTk5mJubY2lpSVFREXFxcco5c3NznTZW9z7uNnHiRGJjYzl8+DAApaWlhIWF0bp1a+zt7Su9h9qaOHEiP/zwA8nJySQnJ/PMM8/w6aefSrAvhBBCiMeKjPALIarF0tKS8PBwQkNDyc/PR61WExgYiLOzMy4uLjRu3BhHR0cl2LW0tMTV1RVXV1csLCwMbtp3L3t7ewICApgyZQolJSUUFxfj7OyMra0tU6ZMYc6cOWzZsoW2bdvqBItubm4EBQWxc+dOXn/9ddzd3enTpw/Dhw+nefPmdOzYkatXr+qt08LCgo8++oiwsDBCQkIoLi7GysqKiIgIDh8+TFRUFGq1mtLSUhYtWoRarf9ZqampKStXrtTZtO/ZZ58FwNjYmIiICEJCQvj0008pLS2ladOmfPDBBzpl2NjYGOxTKNvwzt3dnX379tGxY8dK+9JQ2/v06cO6detwc3PDwcGBwMBAvvrqK4YOHUrjxo3p2bMnP/30k9Ketm3bMmLECNq1a8fq1aurdR93a9u2LeHh4axcuVLZ6M/BwaHa0/PL7d+/H41Goxzb2tqydOnSGpUhhBBCCPE4UWm1d20hLYQQ4h/v9ddf55VXXmHYsGF13ZR6qbCwkNOnT2Nra4uZmVldN+exdPToUV544YW6bsZjS/q/7kjf1y3p/7ol/V87VX1vkSn9QgjxiPjpp58YPHgwjRo1YujQoXXdHCGEEEII8Q8nU/qFEH+LyZMnk5WVpZPWokULIiIi6qhFtRcbG8uGDRsqpIeGhtKpU6eHVm/Xrl3ZvXt3hfSFCxdy8uRJnTQjIyPi4+MfWlvudf36db0b8L388stMmzbtodW7Zs0adu3aVSF93bp1NG3a9KHVK4QQQgjxKJAp/UIIIcRdyqfGderUhQYNnqjr5jyWZFpn3ZL+rzvS93VL+r9uSf/XjkzpF0IIIWrByEhV100QQgghhLgvEvALIYQQQgghhBD1kAT8QgghhBBCCCFEPSQBvxBCCKFHaYlscSOEEEKIR5sE/EIIIYQealnDL4QQQohHnAT8QgghhBBCCCFEPSQBvxBCCCGEEEIIUQ9JwC+EEEIIIYQQQtRDEvALIYQQQgghhBD1kAT8QgghhBBCCCFEPSQBvxBCr5ycHNauXVutvKtWrcLZ2RkfH59a17d7925OnTpV6+sflNLSUiIiIhg6dCjDhg3DxcWFzZs3K+czMzPp3LkzGo0GV1dXPDw8OHbsmHI+PDyc5cuXK8e//fYb/v7+ODk54e7ujpubG++//z4lJSUAjB07lu+++0651sbGhpMnTxosT5+DBw/i7e2NRqNh2LBh+Pr6UlpaqpTfp08f8vLylPx31wllfT9y5EicnZ0ZPHgwoaGhFBUVAWU/23fffVfJ+91332FjY8Mvv/yipE2aNInY2NhK21hZHQBOTk6kpaXpXOPh4cGhQ4eUfujTpw8ajUb59/nnn1da54kTJ3Bzc2Po0KGMHz+e69evV5pfCCGEEKK+kYBfCKFXTk4On3zySbXyrl+/nujoaKKjo2td3/0E/OXB84Pw8ccf8+OPP7J582Z27NjBp59+ymeffUZSUpKSp1GjRiQlJbF161a8vLyYP3++3rKuXLnCa6+9xoABA0hOTiYxMZHo6GjUarVOsHu3li1b8v7771e7vXfu3MHf359///vfJCUlsWPHDubOnYtK9X+vlHvyySdZv3693uuPHDnC4sWLCQ0NZefOnWzfvp0///yTRYsWAdC7d28OHz6s5D98+DDdunVT0kpKSjh69Ci9evUy2Maq6qgud3d3kpKSlH++vr4G85aWlvLOO++wcOFCvvnmG3r27MmKFStqVJ8QQgghxKNOAn4hHiPHjx9n9OjRuLm54ebmxg8//MDy5cvx9PTEzc2NcePGcenSJQAWL17M7du30Wg0jBo1ymCZPj4+FBYWMm7cOGUkOiEhAW9vbzw8PPD19eXChQsApKam4uPjw8iRI3FxcSEqKgqA77//nuTkZCIjI9FoNCQmJhIfH4+/v79Sz93H8fHx+Pn58dZbbzFixAjS0tI4efIkY8eOxcPDAw8PD/bs2QPA9evX8fPzw9XVFVdXV0JCQgzeS2FhIZGRkQQHB2NhYQFAixYtmDNnDuHh4Xqv6dWrF1lZWXrPbdy4kV69euHh4aGkmZubM3PmTJ588km91wwZMoTs7Gy+//57g+28W15eHvn5+fzrX/9S0jp37qwT8E+cOJHo6Ghu3LhR4frw8HCmTJmCjY0NAGZmZgQHB/P1119z6dIlevToQWZmJteuXQPKgvepU6cqI+9nz57F3Nwca2trg22sqo6H4fTp05iZmdGzZ08ARo0axc6dOx9KXUIIIYQQ/1TGdd0AIcTfIzs7m2nTphEeHo6dnR0lJSXk5ubSuXNnAgMDAYiNjWXFihWsWrWKhQsX4unpqTOyrU90dDQ2NjbExMTQsGFDUlJS2LFjBxs3bsTU1JS9e/cyb948YmJiaNmyJVFRUZiampKXl4e3tzf9+/enf//+ODk5YWtry5gxY4CyoL4yJ0+eJCkpCWtra3JycvD19SUyMpLmzZtz5coVvLy82LZtG1u3bsXa2lp5uHDr1i2DZaanp2NiYkL79u110rt3705GRobOtPhyu3btwsXFRW95Z8+epW/fvpXex71UKhWzZs1i1apV9OvXr8r8FhYWvPLKKwwZMgQHBwfs7OxwdXWlRYsWSp6nn34ajUZDREQE8+bN07k+NTWVoKAgnTRLS0usrKxIS0tj4MCBPP/88xw+fJiXXnqJv/76i/79+ysPTg4fPoyDg0OlbayqjpYtWwLg7++PmZmZkue3337TuSYxMZH9+/crx7NmzcLR0VFvnVlZWTz77LPKcZMmTSgtLSU7OxtLS8tK2yuEEEIIUV9IwC/EY+LEiRO0b98eOzs7AIyMjLCwsFCmmefn53Pnzp37ric5OZlz587h7e0NgFarJScnB4CCggKCg4NJTU1FpVJx5coVzp07VyHArg47OztlVPn48eNkZmYyYcIE5bxKpSI9PZ1u3boRFRXF8uXLcXBwqDSI1mq1ldZZfr585sONGzcoKiqqcv16ucjISLZv3052djarVq1Sfhb3GjBgAP/5z3/YsWNHtcpduHAhr7/+OgcPHmTfvn385z//IS4ujjZt2ih5Jk6cyPDhw3n99derVebdHBwcOHToEA0bNuSFF17AyMiI1q1b88svv3D48GGGDBlS4zL1Wb16NR06dFCO754ZAWVT+ssfTgkhhBBCiKrJlH4hHmOXLl1i2bJlvP/++2zbto2QkBCDa8urS6vVKjMDkpKS+Oqrr5Tp9StXrqRZs2YkJCTw1Vdf8fzzz1NYWKi3HCMjI2XjOaBCvoYNG+rUaWNjo7O+e+/evXTt2pUePXqQkJCAra1tleu+27RpQ3FxMefPn9dJP3HiBK1atcLc3Bz4vzX8e/bswdXVldmzZ+t9WNC5c2d++ukn5XjixIkkJSXRtGlTiouLDbYDYPbs2Xz44YfVfghjZWWFt7c34eHh9OjRQ2dTPoDGjRszZswYVq9erZNuY2PDiRMndNKys7PJyMjgueeeA8qWLRw+fJgjR45gb28PgL29PQcOHODo0aNVjvBXp44HrUWLFvzxxx/K8Y0bN1Cr1TK6L4QQQojHigT8Qjwmunfvzvnz5zl+/DhQttlaVlYWJiYmNGvWjNLSUmJiYpT85ubmFBQU1HjU38nJiaSkJP7880+lntOnTwNlI+PPPPMMxsbGpKWlkZKSolPf7du3lePWrVuTmppKUVERRUVFfPPNNwbr7NGjB+np6Rw8eFBJO3XqFFqtloyMDMzNzRk+fDhBQUGcOXNG50HC3czMzJgwYQLBwcHK1P+srCzCwsKYPn16hfxGRka88847XL16lW+//bbCeR8fHw4cOEBiYqKSVlJSUmWwD9CzZ0/atGnD1q1bK82Xl5fHDz/8oDxwyMnJITMzk1atWlXI6+fnxw8//EBGRoaS9tZbb/Hxxx+TmpoKlD1YCQ4OxtnZWSmjR48eXLp0if/93/9VgvuePXuyceNGnnrqKaysrCptY3XqeNBsbW0pKChQPmMxMTE4Ozs/lLqEEEIIIf6pZEq/EI8JS0tLwsPDCQ0NJT8/H7VaTWBgIM7Ozri4uNC4cWMcHR2VAMnS0lLZ6M7CwkLnYUBl7O3tCQgIYMqUKUpw6+zsjK2tLVOmTGHOnDls2bKFtm3bKqPFAG5ubgQFBbFz505ef/113N3d6dOnD8OHD6d58+Z07NiRq1ev6q3TwsKCjz76iLCwMEJCQiguLsbKyoqIiAgOHz5MVFQUarWa0tJSFi1ahFpt+Fnn1KlTUavVeHt7Y2RkBICvry/u7u5685uZmREQEMCaNWsYNGiQzrmnn36aDRs2sHLlSlavXo2lpSWmpqYMHjyYLl26VNmXM2fOZOTIkZXm0Wq1bNy4kX//+9+YmZlRUlKCq6srL7/8coW8DRo0YNKkSfz73/9W0nr16sWCBQsIDAykoKCA4uJiBg0axKxZs3TusVu3bly+fJmnn34agK5du3L58uVqBdHVqaM67l3D7+TkxIwZM/TmVavVvPfee7z77rsUFhbSsmVLwsLCalSfEEIIIcSjTqWtatGqEEII8RgpLCzk9OnT2Nra6mwiKP4+R48e5YUXXqjrZjy2pP/rjvR93ZL+r1vS/7VT1fcWmdIvhBBCCCGEEELUQzKlXwhRLZMnT67wvvkWLVoQERFRRy2qvdjYWDZs2FAhPTQ0lE6dOtVBi6r2T2/zzz//zNy5cyukjxkzRnljw8OwcOFCTp48qZNmZGRU5WsdhRBCCCEeBxLwCyGq5VEM7A3x9vZ+qEHow/BPb3OnTp1ISkr62+tdvHjxQyu7tERWvAkhhBDi0SZT+oUQQgg91Eaqum6CEEIIIcR9kYBfCCGEEEIIIYSohyTgF0IIIYQQQggh6iEJ+IUQQgg9tLKGXwghhBCPOAn4hRBCCD1UsoZfCCGEEI84CfiFEEIIIYQQQoh6SAJ+IYQQQgghhBCiHpKAXwghhBBCCCGEqIck4BdCCCGEEEIIIeohCfiFEEIIIYQQQoh6SAJ+IR6CnJwc1q5dW628q1atwtnZGR8fn1rXt3v3bk6dOlXr6x+U0tJSIiIiGDp0KMOGDcPFxYXNmzcr5zMzM+ncuTMajQZXV1deffVVfv75Z4PlZWZm0qtXL520vLw8bGxslGMnJydGjBhBaWmpTlpaWhoAc+fOZcOGDcq5lJQURo8ezdChQ3FyciIwMJCbN2/qvbach4cHhw4dUsp76aWX0Gg0yr+dO3dW2i9Xr15lzpw5DBo0iJEjR+Ll5aXTLwABAQH07t2b4uJinXQbGxtcXV1xc3PD1dWVb7/9VjkXHx9Pz5490Wg0uLi4MHHiRK5evaqcHzt2LN999x0A4eHh9OnTR6fdn3/+eYVzzs7OzJ49m/z8/Erv6d6+HDRoEEFBQdy6dUtv/eX8/f2Jj4+v0P7yfytWrKi0zqKiIkJDQxk8eDDOzs64u7uze/dunTxpaWm88cYbvPzyywwaNAh/f3+ysrKqvB8hhBBCiPrGuK4bIER9lJOTwyeffMKECROqzLt+/Xr27NlDkyZNal3f7t27sbW15fnnn6/xtSUlJRgZGdW67rt9/PHHHDx4kM2bN2NhYUFWVhZvvvkmZmZmaDQaABo1akRSUhIAn332GfPmzSMhIeG+6s3PzycpKYmRI0dWmi89PZ1p06axevVqHBwcKC0tJTQ0lOnTp+s8FKjKxIkTGTNmTLXy/vXXX4wZMwYPDw9CQ0NRq9Xcvn2b7du3K3mys7PZv38/bdu2JTk5maFDh+qUERMTQ8OGDdm7dy8BAQEcOXIEY+OyP98vvvgiq1evRqvVMmvWLNasWcOiRYv0tsXd3Z3AwMBKzxUVFeHn58eGDRuYOHGiwfsy1JczZswgKiqqWn1zd/urKzg4mPz8fLZv346ZmRlpaWm8+eabWFhYYG9vz61bt3j99ddZsGABw4YNAyAqKorx48fz1VdfYWJiUu26hBBCCCEedTLCL0Q1HT9+nNGjR+Pm5oabmxs//PADy5cvx9PTEzc3N8aNG8elS5cAWLx4Mbdv30aj0TBq1CiDZfr4+FBYWMi4ceNYvnw5AAkJCXh7e+Ph4YGvry8XLlwAIDU1FR8fH0aOHImLi4sSVH3//fckJycTGRmJRqMhMTGR+Ph4/P39lXruPo6Pj8fPz4+33nqLESNGkJaWxsmTJxk7diweHh54eHiwZ88eAK5fv46fnx+urq64uroSEhJi8F4KCwuJjIwkODgYCwsLAFq0aMGcOXMIDw/Xe03fvn25ePFiNXq/ctOmTWPNmjUUFRVVmi8iIgIvLy8cHBwAUKvVvPPOO2RkZHDgwIH7boc+27Ztw9LSkkmTJqFWl/3JbdSokc7nYuvWrTg6OuLj40NcXJzBsnr16kV+fj45OTkVzqlUKuzt7e97JNvU1JQePXpUWY6hvrx48SIpKSn31QZDLl26xI4dOwgODsbMzAyADh06MHnyZNasWQPAF198gYODgxLsA/j5+WFubq7zkEUIIYQQ4nEgI/xCVEN2djbTpk0jPDwcOzs7SkpKyM3NpXPnzsqIaWxsLCtWrGDVqlUsXLgQT09PZSTbkOjoaGxsbJQR3JSUFHbs2MHGjRsxNTVl7969zJs3j5iYGFq2bElUVBSmpqbk5eXh7e1N//796d+/P05OTtja2iqjzuVTpg05efIkSUlJWFtbk5OTg6+vL5GRkTRv3pwrV67g5eXFtm3b2Lp1K9bW1srDhbuna98rPT0dExMT2rdvr5PevXt3MjIyyMvLq3DNzp076dSpU6VtrQ5bW1u6dOnCpk2bGDdunMF8qampTJ06VSfNxMSEzp07k5aWRp8+fapVX2RkJLGxscpxaGiowfs4c+ZMlTMv4uLiCAwMpHv37ixdupTLly/z9NNPV8i3a9cuevfurXc2SFFREfv27cPFxcVgPYmJiezfv185njVrFo6Ojjp5cnNzOXLkCDNnzqy0zZX15blz5+jZsycAS5Ys4YMPPlDyXLp0iQEDBijH+/fvV2Z/AIwZMwZvb2+9daalpWFtbY2lpaVOevfu3fnwww+VPHZ2dhWu7datG6mpqZXekxBCCCFEfSMBvxDVcOLECdq3b68EEkZGRlhYWJCYmEh0dDT5+fncuXPnvutJTk7m3LlzSsCj1WqV0dyCggKCg4NJTU1FpVJx5coVzp07VyHArg47Ozusra2BspkLmZmZOssPVCoV6enpdOvWjaioKJYvX46DgwP9+vUzWKZWq620zvLz5TMftFotVlZWhIaGGrxGpVJV+54CAgLw9fXFy8ur2tfUpK67z9dkSn9Vzp49S05ODr1790alUjFkyBASExOZNGmSkmfUqFHk5eVx7do1PvvsM53rywPmzMxM2rdvrzOyfa/KpvQnJiby448/kp6eTr9+/ejdu/cDub8FCxYwcOBA5fjumSdQsyn9VX3GqptHCCGEEOJxIVP6hailS5cusWzZMt5//322bdtGSEhIlVPKq6LVapWZAUlJSXz11VfK9PqVK1fSrFkzEhIS+Oqrr3j++ecpLCzUW46RkZHOJnb35mvYsKFOnTY2NkqdSUlJ7N27l65du9KjRw8SEhKwtbUlKSkJX19fg21v06YNxcXFnD9/Xif9xIkTtGrVCnNzc+D/1vB/9dVX/M///A+tW7c2WGbjxo3Jzc2lpKRESbt58yZNmzatkLddu3Y4Ojqyfv16g+XZ2Nhw4sQJnbTi4mLOnj1Ljx49AGjSpAnZ2dk6ebKzs/XWWR1dunThp59+Mng+Li6OnJwcBg0ahJOTE3v27KkwQyMmJobk5GRmzJjBrFmzdH6eL774ovIzU6lUykh3Tbm7u/PVV1+xe/du0tLSiI6OrjR/ZX1596aKD1KHDh34/fffK/x8Tpw4odRpY2PDyZMnK1x76tSph9YuIYQQQoh/Kgn4haiG7t27c/78eY4fPw6UbXSXlZWFiYkJzZo1o7S0lJiYGCW/ubk5BQUFNR71d3JyIikpiT///FOp5/Tp00DZyPgzzzyDsbExaWlpOuukzc3NuX37tnLcunVrUlNTKSoqoqioiG+++cZgnT169CA9PZ2DBw8qaadOnUKr1ZKRkYG5uTnDhw8nKCiIM2fO6DxIuJuZmRkTJkwgODhYmfqflZVFWFgY06dPr1E/lGvQoAFdu3Zly5YtStqmTZvo27ev3vzTp08nOjpa7/IBKBuZj42N5fDhw0DZWwXCwsKwt7ena9euQNm+ArGxscpDhr1796JWq5UZETU1fPhwbty4wSeffKKMPufm5vLll19SVFTEtm3biIuLIzk5meTkZH744QcAvevgx48fT9OmTdm0aVOFc+bm5ixatIhNmzZx5cqVWrUVoFmzZsyfP5+PP/6YgoICg/kM9WXr1q2xt7evdf2VadWqFc7OzgQHBysPPdLS0oiIiGDatGlA2ZKAQ4cOsWPHDuW6qKgocnJyGD58+ENplxBCCCHEP5VM6ReiGiwtLQkPDyc0NJT8/HzUajWBgYE4Ozvj4uJC48aNcXR0VII0S0tLZaM7CwsLnYcBlbG3tycgIIApU6ZQUlJCcXExzs7O2NraMmXKFObMmcOWLVto27atTlDl5uZGUFAQO3fu5PXXX8fd3Z0+ffowfPhwmjdvTseOHXVe13Y3CwsLPvroI8LCwggJCaG4uBgrKysiIiI4fPgwUVFRqNVqSktLWbRokbLxnD5Tp05FrVbj7e2t7Pzv6+uLu7t7NXu6orCwMJYsWUJ0dDRarZbnnnuOBQsW6M37zDPPoNFoWLdund7zbdu2JTw8nJUrV3Lz5k2uXbuGo6MjYWFhSp7Jkyfz3nvv4e7ujlqtxsLCgjVr1ujs7n7vGv5Ro0YxevRovXU2aNCAL774grCwMAYNGkTDhg0xNjbGx8eH3bt3Y21tXWGWg6urK3Fxcco6+HIqlYrAwEBmzpypdzPIjh074uzszNq1a5k/f36F8/eu4XdycmLGjBkV8g0YMIB27doRExODn5+f3vu6ty+Li4txcHCo0Y77UHENv62tLUuXLjWY/91332XlypW4uLhgYmKCmZkZ8+fPVzYPtLS0ZN26dbz33nu8//77aLVaOnXqxKeffio79AshhBDisaPSyoJHIcRj6tixY8ycOZPFixdX2LxOPL4KCws5ffo0tra2ytsAxN/r6NGjvPDCC3XdjMeW9H/dkb6vW9L/dUv6v3aq+t4iI/xCiMeWnZ0de/furetmCCGEEEII8VBIwC/E32Dy5MkV3mveokULIiIi6qhFtRcbG8uGDRsqpFf2arqqLFy4sMJGa0ZGRlW+XvCfpD79jMtdv36d8ePHV0h/+eWXlTXzD8OaNWvYtWtXhfR169bVevNEIYQQQojHkUzpF0IIIe5SPjWuS6cuPNHgibpuzmNJpnXWLen/uiN9X7ek/+uW9H/tVDWlX3bpF0IIIfRQGanquglCCCGEEPdFAn4hhBBCCCGEEKIekoBfCCGEEEIIIYSohyTgF0IIIfTQlpTWdROEEEIIIe6LBPxCCCGEHioj+U+kEEIIIR5t8m1GCCGEEEIIIYSohyTgF0IIIYQQQggh6iEJ+IUQQgghhBBCiHpIAn4hhBBCCCGEEKIekoBfiL9BTk4Oa9eurVbeVatW4ezsjI+PT63r2717N6dOnar19Q9KaWkpERERDB06lGHDhuHi4sLmzZuV85mZmXTu3BmNRoOrqyuvvvoqP//8s8HyMjMz6dWrl05aXl4eNjY2yrGTkxMjRoygtLRUJy0tLQ2AuXPnsmHDBuVcSkoKo0ePZujQoTg5OREYGMjNmzf1XlvOw8ODQ4cOKeW99NJLaDQa5d/OnTsr7ZerV68yZ84cBg0axMiRI/Hy8tLpF4CAgAB69+5NcXGxTrqNjQ2urq64ubnh6urKt99+q5yLj4+nZ8+eaDQaXFxcmDhxIlevXlXOjx07lu+++w6A8PBw+vTpo9Puzz//vMI5Z2dnZs+eTX5+fqX3dG9fDho0iKCgIG7duqW3/nL+/v7Ex8dXaH/5vxUrVlRap5OTE87Ozkr+kJAQpY+nTJmCq6srw4YNIykpqcr2CyGEEELUN8Z13QAhHgc5OTl88sknTJgwocq869evZ8+ePTRp0qTW9e3evRtbW1uef/75Gl9bUlKCkZFRreu+28cff8zBgwfZvHkzFhYWZGVl8eabb2JmZoZGowGgUaNGSjD22WefMW/ePBISEu6r3vz8fJKSkhg5cmSl+dLT05k2bRqrV6/GwcGB0tJSQkNDmT59us5DgapMnDiRMWPGVCvvX3/9xZgxY/Dw8CA0NBS1Ws3t27fZvn27kic7O5v9+/fTtm1bkpOTGTp0qE4ZMTExNGzYkL179xIQEMCRI0cwNi77c/7iiy+yevVqtFots2bNYs2aNSxatEhvW9zd3QkMDKz0XFFREX5+fmzYsIGJEycavC9DfTljxgyioqKq1Td3t78mVq9eTYcOHXTSQkNDsbW15eOPP+bGjRt4eHjg4OBAixYtalS2EEIIIcSjTEb4hail48ePM3r0aNzc3HBzc+OHH35g+fLleHp64ubmxrhx47h06RIAixcv5vbt22g0GkaNGmWwTB8fHwoLCxk3bhzLly8HICEhAW9vbzw8PPD19eXChQsApKam4uPjw8iRI3FxcVGCqu+//57k5GQiIyPRaDQkJiYSHx+Pv7+/Us/dx/Hx8fj5+fHWW28xYsQI0tLSOHnyJGPHjsXDwwMPDw/27NkDwPXr1/Hz88PV1RVXV1dlNFWfwsJCIiMjCQ4OxsLCAoAWLVowZ84cwsPD9V7Tt29fLl68WI3er9y0adNYs2YNRUVFleaLiIjAy8sLBwcHANRqNe+88w4ZGRkcOHDgvtuhz7Zt27C0tGTSpEmo1WV/ghs1aqTzudi6dSuOjo74+PgQFxdnsKxevXqRn59PTk5OhXMqlQp7e3uysrLuq72mpqb06NGjynIM9eXFixdJSUm5rzbUxrlz5+jfvz8ATZo0oWPHjuzYseNvb4cQQgghRF2SEX4haiE7O5tp06YRHh6OnZ0dJSUl5Obm0rlzZ2XENDY2lhUrVrBq1SoWLlyIp6dnldOKo6OjsbGxUUZwU1JS2LFjBxs3bsTU1JS9e/cyb948YmJiaNmyJVFRUZiampKXl4e3tzf9+/enf//+ODk5YWtrq4w6l0+ZNuTkyZMkJSVhbW1NTk4Ovr6+REZG0rx5c65cuYKXlxfbtm1j69atWFtbKw8X7p6ufa/09HRMTExo3769Tnr37t3JyMggLy+vwjU7d+6kU6dOlba1OmxtbenSpQubNm1i3LhxBvOlpqYydepUnTQTExM6d+5MWloaffr0qVZ9kZGRxMbGKsehoaEG7+PMmTNVzryIi4sjMDCQ7t27s3TpUi5fvszTTz9dId+uXbvo3bu33tkgRUVF7Nu3DxcXF4P1JCYmsn//fuV41qxZODo66uTJzc3lyJEjzJw5s9I2V9aX586do2fPngAsWbKEDz74QMlz6dIlBgwYoBzv379fmf0BMGbMGLy9vSut29/fHzMzMwDefvtt+vfvT5cuXfj666/p2rUrmZmZHD9+nFatWlVajhBCCCFEfSMBvxC1cOLECdq3b4+dnR0ARkZGWFhYkJiYSHR0NPn5+dy5c+e+60lOTubcuXNKwKPVapXR3IKCAoKDg0lNTUWlUnHlyhXOnTtXIcCuDjs7O6ytrYGymQuZmZk6yw9UKhXp6el069aNqKgoli9fjoODA/369TNYplarrbTO8vPlMx+0Wi1WVlaEhoYavEalUlX7ngICAvD19cXLy6va19SkrrvP12RKf1XOnj1LTk4OvXv3RqVSMWTIEBITE5k0aZKSZ9SoUeTl5XHt2jU+++wznevLA+bMzEzat2/PsGHDDNZV2ZT+xMREfvzxR9LT0+nXrx+9e/d+IPe3YMECBg4cqBzfPfMEHtyU/rlz5xISEoJGo+HZZ5+lT58+D2ypihBCCCHEo0ICfiEekEuXLrFs2TK2bNmClZUVx44d4+23376vMrVaLZ6ensyYMaPCuZUrV9KsWTNCQ0MxNjZm/PjxFBYW6i3HyMhIZxO7e/M1bNhQp04bGxs2btyot6yEhAT2799PUlISkZGRbNq0SW++Nm3aUFxczPnz53UeQpw4cYJWrVphbm5Odna2zhr+qjRu3Jjc3FydfQZu3rxJ06ZNK+Rt164djo6OrF+/3mB5NjY2nDhxgsGDBytpxcXFnD17VhmtbtKkCdnZ2TrXZWdn662zOrp06VLpNP24uDhycnIYNGgQUDZS37BhQ52Av3wGyKeffsqsWbPYuXOnMsJdHjDn5ubyxhtv8OGHHzJnzpwat7P8YcDVq1fx8fEhOjqa1157zWD+yvpy/PjxNa7/fjVp0kRnw78JEybwX//1X397O4QQQggh6pKs4ReiFrp378758+c5fvw4ULbRXVZWFiYmJjRr1ozS0lJiYmKU/Obm5hQUFNR41N/JyYmkpCT+/PNPpZ7Tp08DZSPjzzzzDMbGxqSlpemskzY3N+f27dvKcevWrUlNTaWoqIiioiK++eYbg3X26NGD9PR0Dh48qKSdOnUKrVZLRkYG5ubmDB8+nKCgIM6cOaPzIOFuZmZmTJgwgeDgYGXqf1ZWFmFhYUyfPr1G/VCuQYMGdO3alS1btihpmzZtom/fvnrzT58+nejoaL3LB6BsZD42NpbDhw8DZW8VCAsLw97enq5duwJl+wrExsZSUlICwN69e1Gr1cqMiJoaPnw4N27c4JNPPlFmOeTm5vLll19SVFTEtm3biIuLIzk5meTkZH744QcAvevgx48fT9OmTfU+dDE3N2fRokVs2rSJK1eu1KqtAM2aNWP+/Pl8/PHHFBQUGMxnqC9bt26Nvb19reuvrZs3byq/bwcOHCAtLY0RI0b87e0QQgghhKhLMsIvRC1YWloSHh5OaGgo+fn5qNVqAgMDcXZ2xsXFhcaNG+Po6KgEaZaWlspGdxYWFjoPAypjb29PQEAAU6ZMoaSkhOLiYpydnbG1tWXKlCnMmTOHLVu20LZtW52gys3NjaCgIHbu3Mnrr7+Ou7s7ffr0Yfjw4TRv3pyOHTvqvK7tbhYWFnz00UeEhYUREhJCcXExVlZWREREcPjwYaKiolCr1ZSWlrJo0SJl4zl9pk6dilqtxtvbWxmR9/X1xd3dvZo9XVFYWBhLliwhOjoarVbLc889x4IFC/TmfeaZZ9BoNKxbt07v+bZt2xIeHs7KlSu5efMm165dw9HRkbCwMCXP5MmTee+993B3d0etVmNhYcGaNWswMTFR8ty7hn/UqFGMHj1ab50NGjTgiy++ICwsjEGDBtGwYUOMjY3x8fFh9+7dWFtb07p1a51rXF1diYuLU9bBl1OpVAQGBjJz5ky9m0F27NgRZ2dn1q5dy/z58yucv3cNv5OTk97ZJAMGDKBdu3bExMTg5+en977u7cvi4mIcHBxqPD3/3jX8tra2LF26tEZlQNlDqqVLl6JWq2ncuDERERE8+eSTNS5HCCGEEOJRptJWtdBWCCEeE8eOHWPmzJksXry4wuZ14vFRWFjI6dOnsbW1VZZKiL/X0aNHeeGFF+q6GY8t6f+6I31ft6T/65b0f+1U9b1FRviFEOL/s7OzY+/evXXdDCGEEEIIIR4ICfiFqAOTJ0+u8F7zFi1aEBERUUctqr3Y2Fg2bNhQIb2yV9NVZeHChZw8eVInzcjIqMrXC/6T1Kefcbnr16/r3YDv5ZdfZtq0aQ+t3jVr1rBr164K6evWrav15olCCCGEEI8DmdIvhBBC3KV8alyXTp15ooGs+68LMq2zbkn/1x3p+7ol/V+3pP9rp6op/bJLvxBCCKGHykj+EymEEEKIR5t8mxFCCCGEEEIIIeohCfiFEEIIIYQQQoh6SAJ+IYQQQgghhBCiHpKAXwghhNBDW1JS100QQgghhLgvEvALIYQQeqiMjOq6CUIIIYQQ90UCfiGEEEIIIYQQoh6SgF8IIYQQQgghhKiHJOAXQgghhBBCCCHqIQn4hRBCCCGEEEKIekgCfiEespycHNauXVutvKtWrcLZ2RkfH59a17d7925OnTpV6+sflNLSUiIiIhg6dCjDhg3DxcWFzZs3K+czMzPp3LkzGo0GV1dXXn31VX7++WeD5WVmZtKrVy+dtLy8PGxsbJRjJycnRowYQWlpqU5aWloaAHPnzmXDhg3KuZSUFEaPHs3QoUNxcnIiMDCQmzdv6r22nIeHB4cOHVLKe+mll9BoNMq/nTt3VtovV69eZc6cOQwaNIiRI0fi5eWl0y8AAQEB9O7dm+LiYp10GxsbXF1dcXNzw9XVlW+//VY5Fx8fT8+ePdFoNLi4uDBx4kSuXr2qnB87dizfffcdAOHh4fTp00en3Z9//nmFc87OzsyePZv8/PxK7+nevhw0aBBBQUHcunVLb/3l/P39iY+Pr9D+8n8rVqyost5bt27x/PPPs2TJkgrps2bNYsSIEbi6uqLRaDhw4ECV5QkhhBBC1CfGdd0AIeq7nJwcPvnkEyZMmFBl3vXr17Nnzx6aNGlS6/p2796Nra0tzz//fI2vLSkpwegB7Uz+8ccfc/DgQTZv3oyFhQVZWVm8+eabmJmZodFoAGjUqBFJSUkAfPbZZ8ybN4+EhIT7qjc/P5+kpCRGjhxZab709HSmTZvG6tWrcXBwoLS0lNDQUKZPn67zUKAqEydOZMyYMdXK+9dffzFmzBg8PDwIDQ1FrVZz+/Zttm/fruTJzs5m//79tG3bluTkZIYOHapTRkxMDA0bNmTv3r0EBARw5MgRjI3L/pS/+OKLrF69Gq1Wy6xZs1izZg2LFi3S2xZ3d3cCAwMrPVdUVISfnx8bNmxg4sSJBu/LUF/OmDGDqKioavXN3e2viW3bttGtWze2b9/OnDlzMDU1BeCDDz7g6aef5v3330elUnHz5k3++uuvGpUthBBCCPGokxF+IWrh+PHjjB49Gjc3N9zc3Pjhhx9Yvnw5np6euLm5MW7cOC5dugTA4sWLuX37NhqNhlGjRhks08fHh8LCamZ7iAAAEzlJREFUQsaNG8fy5csBSEhIwNvbGw8PD3x9fblw4QIAqamp+Pj4MHLkSFxcXJSg6vvvvyc5OZnIyEg0Gg2JiYnEx8fj7++v1HP3cXx8PH5+frz11luMGDGCtLQ0Tp48ydixY/Hw8MDDw4M9e/YAcP36dfz8/HB1dcXV1ZWQkBCD91JYWEhkZCTBwcFYWFgA0KJFC+bMmUN4eLjea/r27cvFixer0fuVmzZtGmvWrKGoqKjSfBEREXh5eeHg4ACAWq3mnXfeISMj46GNBG/btg1LS0smTZqEWl3257dRo0Y6n4utW7fi6OiIj48PcXFxBsvq1asX+fn55OTkVDinUqmwt7cnKyvrvtprampKjx49qizHUF9evHiRlJSU+2pDVeLi4pg6dSo2NjY6Mx7+/PNPnn76aVQqFQCNGzfm2WeffahtEUIIIYT4p5ERfiFqKDs7m2nTphEeHo6dnR0lJSXk5ubSuXNnZcQ0NjaWFStWsGrVKhYuXIinp6cykm1IdHQ0NjY2yghuSkoKO3bsYOPGjZiamrJ3717mzZtHTEwMLVu2JCoqClNTU/Ly8vD29qZ///70798fJycnbG1tlVHn8inThpw8eZKkpCSsra3JycnB19eXyMhImjdvzpUrV/Dy8mLbtm1s3boVa2tr5eHC3dO175Weno6JiQnt27fXSe/evTsZGRnk5eVVuGbnzp106tSp0rZWh62tLV26dGHTpk2MGzfOYL7U1FSmTp2qk2ZiYkLnzp1JS0ujT58+1aovMjKS2NhY5Tg0NNTgfZw5c6bKmRdxcXEEBgbSvXt3li5dyuXLl3n66acr5Nu1axe9e/fWOxukqKiIffv24eLiYrCexMRE9u/frxzPmjULR0dHnTy5ubkcOXKEmTNnVtrmyvry3Llz9OzZE4AlS5bwwQcfKHkuXbrEgAEDlOP9+/crsz8AxowZg7e3t8F6z507R3Z2Nr179+bq1avExcUxbNgwAHx9ffH392fbtm306NEDJyenav9MhRBCCCHqCwn4haihEydO0L59e+zs7AAwMjLCwsKCxMREoqOjyc/P586dO/ddT3JyMufOnVMCHq1Wq4zmFhQUEBwcTGpqKiqViitXrnDu3LkKAXZ12NnZYW1tDZTNXMjMzNRZfqBSqUhPT6dbt25ERUWxfPlyHBwc6Nevn8EytVptpXWWny+f+aDVarGysiI0NNTgNeUjtdUREBCAr68vXl5e1b6mJnXdfb4mU/qrcvbsWXJycujduzcqlYohQ4aQmJjIpEmTlDyjRo0iLy+Pa9eu8dlnn+lcXx4wZ2Zm0r59eyX41aeyKf2JiYn8+OOPpKen069fP3r37v1A7m/BggUMHDhQOb575gnUfEr/li1b0Gg0Sl8tWbJEeUDSp08fvvvuOw4dOsTRo0cJCAjgjTfeqHRpghBCCCFEfSMBvxAPwKVLl1i2bBlbtmzBysqKY8eO8fbbb99XmVqtFk9PT2bMmFHh3MqVK2nWrBmhoaEYGxszfvx4CgsL9ZZjZGSks4ndvfkaNmyoU6eNjQ0bN27UW1ZCQgL79+8nKSmJyMhINm3apDdfmzZtKC4u5vz58zoPIU6cOEGrVq0wNzcnOztbZw1/VRo3bkxubq7OPgM3b96kadOmFfK2a9fu/7V39zFV1v8fx18cQEsxFVOBDIIlaELGDDdnDBIdLEBIRppFKWbeLC3dEs1yYulQ0qZ4wzS1daM2pHDeDEvJ25mstJjiTUKkKd4kMCW1czxcvz+c5yuBdfCnnLx4Pv465+JzznlfL84Y7+vzua5LUVFRWr169W3fLyQkRD/99JMGDhzo2Gaz2VRaWuqYrfb29lZNTU2919XU1DT6mc7o1avXPy7Tz8/P16VLlxQTEyPpxkx927Zt6zX8N1eArFy5UpMnT1ZhYaFat24t6X8Nc21trUaNGqWFCxdqypQpTa7z5sGACxcuaPjw4VqzZo1eeuml247/pyzT09Ob/PnOsFqt2rRpk1q1auX4DtlsNn311VcaN26cJMnLy0sxMTGKiYlRaGioli1bRsMPAABaFM7hB5roqaeeUllZmQ4ePCjpxoXuKisr5enpqc6dO6uurk7r1q1zjPfy8tK1a9eaPOs/YMAAbdiwQWfPnnV8zqFDhyTdmBn38fGRh4eHjh8/Xu88aS8vL12+fNnxPCAgQMeOHZPVapXVatXWrVtv+5nh4eH67bff9P333zu2lZSUyDAMnTp1Sl5eXoqPj9e0adN0+PDhegcSbtW6dWuNHj1aM2fOdCz9r6ysVHZ2tiZMmNCkHG5q06aNwsLCtH79ese2tWvXqn///o2OnzBhgtasWdPo6QPSjZn5vLw8FRcXS7pxV4Hs7GxFREQoLCxM0o3rCuTl5clut0uSdu7cKYvF4lgR0VTx8fGqqqrSxx9/7FjlUFtbqy+//NLRwObn56uoqEhFRUXas2ePJDV6Hnx6ero6derU6EEXLy8vZWZmau3atTp//vwd1SpJnTt31vTp07Vs2TJdu3bttuNul2VAQIAiIiLu+PP/yfbt2xUYGKhdu3Y58lq1apXjoo979+5VbW2tpBsHskpLS9WtW7d7UgsAAMB/FTP8QBN16NBBOTk5ysrK0pUrV2SxWJSRkaG4uDg999xz6tixo6KiohxNWocOHRwXumvfvn29gwH/JCIiQm+99ZbGjRsnu90um82muLg4hYaGaty4cZoyZYrWr1+vwMDAek3V4MGDNW3aNBUWFmrkyJFKTk5Wv379FB8fry5duqhHjx71btd2q/bt22vp0qXKzs7WnDlzZLPZ9Oijjyo3N1fFxcX65JNPZLFYVFdXp8zMTMeF5xozfvx4WSwWpaamOmbkX3nlFSUnJzuZdEPZ2dn64IMPtGbNGhmGoe7du+vdd99tdKyPj4+SkpK0atWqRn8eGBionJwcLViwQNXV1frjjz8UFRWl7Oxsx5ixY8dq3rx5Sk5OlsViUfv27bV48WJ5eno6xvz9HP5hw4bpxRdfbPQz27Rpo88++0zZ2dmKiYlR27Zt5eHhoeHDh2vbtm3y9/dXQEBAvdckJiYqPz/fcR78TW5ubsrIyNCkSZMavRhkjx49FBcXpxUrVmj69OkNfv73c/gHDBjQ6GqS6OhoBQUFad26dRoxYkSj+/X3LG02m/r27dvkK+7//Rz+0NBQzZ49u9Gx+fn5SkxMrLctPDxcdXV1Ki4u1rFjx5SVleU4sBIQEKAZM2Y0qR4AAID7nZvxbyfbAkALcODAAU2aNEmzZs1qcPE6tCx//fWXDh06pNDQUMfpEmheP/74o/r06ePqMlos8ncdsnct8nct8r8z//Z/CzP8AKAbFy/cuXOnq8sAAAAA7hoafqCZjR07tsF9zX19fZWbm+uiiu5cXl6ePv/88wbb/+nWdP9mxowZ+vnnn+ttc3d3/9fbC/6XmOl3fNPFixcbvQDfoEGD9MYbb9yzz128eLG+/fbbBttXrVp1xxdPBAAAaClY0g8AwC1uLo3r1bOnHmjTxtXltEgs63Qt8ncdsnct8nct8r8zLOkHAKAJbh4Ht9ntcrvN7S5x793uVqNoHuTvOmTvWuTvWuTfdFarVdL//n/5O2b4AQC4xeXLl3X8+HFXlwEAAOC04OBgtWvXrsF2Gn4AAG5RV1enP//8U56ennJzc3N1OQAAALdlGIZsNpvatm3b6C2zafgBAAAAADChhocAAAAAAADAfY+GHwAAAAAAE6LhBwAAAADAhGj4AQAAAAAwIRp+AAAAAABMiIYfAAAAAAATouEHAAAAAMCEaPgBAAAAADAhGn4AQIv166+/aujQoYqNjdXQoUNVUVHRYIzdbldmZqYGDhyoQYMGKS8vr/kLNSFnst+zZ4+GDBmi0NBQzZ07t/mLNDFn8l+yZIni4+OVmJioIUOGaPfu3c1fqEk5k39+fr4SExOVlJSkxMREffrpp81fqAk5k/1N5eXl6t27N39/7iJn8s/JyVG/fv2UlJSkpKQkZWZmNn+hZmIAANBCpaWlGQUFBYZhGEZBQYGRlpbWYMzXX39tpKenG3a73bh48aIRGRlpnDp1qrlLNR1nsq+oqDBKS0uNBQsWGFlZWc1doqk5k/+uXbuMK1euGIZhGEeOHDH69OljXL16tVnrNCtn8r98+bJRV1fneBwdHW0cOXKkWes0I2eyNwzDuH79uvHyyy8bkydP5u/PXeRM/osWLSLzu4gZfgBAi3Tx4kWVlpYqISFBkpSQkKDS0lJVVVXVG7dlyxalpqbKYrHI29tbAwcOVGFhoStKNg1nsw8ICFDPnj3l4eHhijJNy9n8IyMj9eCDD0qSQkJCZBiGampqmrtc03E2fy8vL7m5uUmSrl27JpvN5niOO+Ns9pK0fPlyRUdH67HHHmvmKs2rKfnj7qHhBwC0SJWVleratavc3d0lSe7u7urSpYsqKysbjPPz83M89/X11dmzZ5u1VrNxNnvcG3eSf0FBgfz9/eXj49NcZZpWU/Lfvn274uPj9eyzz+q1115TSEhIc5drKs5mf/ToUe3Zs0cjRoxwQZXm1ZTv/ubNm5WYmKj09HQdPHiwuUs1FRp+AAAA3FZxcbEWLlyo+fPnu7qUFicmJkabN2/W1q1btWHDBpWXl7u6JNOz2Wx67733lJmZ6WhM0byGDRum7du3a+PGjRo1apTGjx+v6upqV5d132KNHACgRfL19dW5c+dkt9vl7u4uu92u8+fPy9fXt8G4M2fO6Mknn5TUcMYfTeds9rg3mpL/wYMH9fbbb2vp0qUKCgpyQbXmcyfffz8/P4WFhWnHjh38Hv4fnMn+woULOnnypF5//XVJ0qVLl2QYhmpra/X++++7qnRTcPa737lzZ8fj/v37y9fXV7/88ov69u3b3CWbAjP8AIAWqVOnTurZs6c2bdokSdq0aZN69uwpb2/veuPi4uKUl5enuro6VVVVadu2bYqNjXVFyabhbPa4N5zNv6SkRJMmTdKiRYvUq1cvV5RqSs7mX1ZW5nhcVVWl/fv3Kzg4uFlrNRtnsvfz89P+/ftVVFSkoqIivfrqq3rhhRdo9u8CZ7/7586dczw+cuSITp8+rcDAwGat1UzcDMMwXF0EAACuUFZWpqlTp+rSpUt66KGHNHfuXAUFBWn06NGaOHGiwsLCZLfbNWvWLO3du1eSNHr0aA0dOtTFld//nMn+hx9+0OTJk1VbWyvDMNSuXTvNnj1bkZGRri7/vudM/ikpKTp9+rS6du3qeN28efM4j/wucCb/OXPmaO/evfLw8JBhGEpNTVVaWpqrS7/vOZP9rXJycnTlyhVlZGS4qGJzcSb/jIwMHT58WBaLRZ6enpo4caKioqJcXfp9i4YfAAAAAAATYkk/AAAAAAAmRMMPAAAAAIAJ0fADAAAAAGBCNPwAAAAAAJgQDT8AAAAAACZEww8AAAAAgAnR8AMAAAAAYEI0/AAAAMB/gGEYqqurc3UZAEyEhh8AAABoguXLlysyMlLh4eGKjY3Vvn37ZLfblZubq4EDByo8PFxDhgxRZWWlJOnAgQNKSUlRnz59lJKSogMHDjjeKy0tTR999JGGDRum3r1769SpUyorK9PIkSPVt29fxcbGasuWLa7aVQD3OQ9XFwAAAADcL8rLy/XFF19o/fr16tq1q37//XfV1dVp9erV2rx5s5YvX67AwEAdO3ZMDzzwgGpqajRmzBhNnz5dCQkJKiws1JgxY/TNN9+oY8eOkqQNGzZoxYoVCgwM1NWrV5WQkKCJEydqxYoVOn78uEaOHKng4GA9/vjjLt57APcbZvgBAAAAJ7m7u8tqtaqsrEw2m03dunWTv7+/8vLy9OabbyooKEhubm7q0aOHOnbsqB07diggIEDJycny8PBQQkKCgoKC9N133zne8/nnn1f37t3l4eGh3bt365FHHlFKSoo8PDz0xBNPKDY2VoWFhS7cawD3K2b4AQAAACcFBATonXfeUU5Ojk6cOKFnnnlGU6dO1dmzZ+Xv799g/Pnz5+Xn51dvm5+fn86dO+d47uvr63h8+vRplZSU6Omnn3Zss9vtGjx48D3YGwBmR8MPAAAANEFiYqISExNVW1urGTNm6MMPP5SPj49Onjyp4ODgemO7dOmiM2fO1NtWWVmpyMhIx3M3NzfHY19fX0VERGj16tX3dicAtAgs6QcAAACcVF5ern379slqtapVq1Zq3bq1LBaLUlNTtXDhQlVUVMgwDB09elTV1dWKiopSRUWFNm7cqOvXr2vLli06ceKEoqOjG33/6OhoVVRUqKCgQDabTTabTSUlJSorK2veHQVgCszwAwAAAE6yWq2aP3++ysrK5OnpqfDwcM2aNUsPP/ywrFar0tPTVV1draCgIC1ZskQ+Pj7Kzc3VnDlzNHPmTAUEBCg3N1fe3t6Nvr+Xl5dWrlyprKwsZWVlyTAMhYSEaNq0ac28pwDMwM0wDMPVRQAAAAAAgLuLJf0AAAAAAJgQDT8AAAAAACZEww8AAAAAgAnR8AMAAAAAYEI0/AAAAAAAmBANPwAAAAAAJkTDDwAAAACACdHwAwAAAABgQv8HRgVt8I+iOmwAAAAASUVORK5CYII="},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["dtModel, pred_result_dt = validation(full_train_df, full_test_df, \n"," sampling = 'down',\n"," model_type = 'dt', \n"," best_parameters = dt_best_parameters, \n"," pipeline_fn = tree_pipeline,\n"," comments = \"test: tree_pipeline v3\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"64bffa47-eadd-4cb4-a410-d15ae29210b1","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[34]: [,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ,\n"," ]"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[34]: [,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ,\n ]","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6f15c618-dfcb-4a23-8c7d-6bcf7c3bc366","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[61]: ('2015-12-31', '2016-02-28')"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[61]: ('2015-12-31', '2016-02-28')","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["yr_train_df.agg({'FL_DATE':'min'}).collect()[0][0], yr_train_df.agg({'FL_DATE':'max'}).collect()[0][0]\n","yr_test_df.agg({'FL_DATE':'min'}).collect()[0][0], yr_test_df.agg({'FL_DATE':'max'}).collect()[0][0]"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"96bbbce2-1c41-49b7-921a-1ca0219d5c56","showTitle":false,"title":""}},"source":["## Evaluate DT Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0a3d0936-91d5-4ba8-9f6c-5bbec56ce937","showTitle":false,"title":""}},"outputs":[],"source":["testSet = dt_Model.transform(test_df)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa02809b-fe9b-4f5f-802d-63cf469694dd","showTitle":false,"title":""}},"source":["# Random Forest"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fec4512f-fc56-477e-9b66-6b7bf75aabb0","showTitle":false,"title":""}},"source":["## Train RF Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a00d9f36-dec1-464b-a541-a0131eef7646","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxDepth': 10, 'numTrees': 10}\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 1 is 2,051,849 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,890,420 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,563,472 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.44\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,380 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.45\n","Training on full train dataset, and validating on dev dataset with best parameters from CV:\n","{'maxDepth': 10, 'numTrees': 10}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxDepth': 10, 'numTrees': 10}\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 1 is 2,051,849 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,890,420 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,563,472 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.44\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,380 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.45\nTraining on full train dataset, and validating on dev dataset with best parameters from CV:\n{'maxDepth': 10, 'numTrees': 10}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["paramGrid_rf = {'maxDepth': [5,10],\n"," 'numTrees': [100,500,1000],\n"," 'maxBins': [50,100]}\n","\n","rf_best_parameters, rf_best_score = blocktimeSeriesCV(parquet_string='full',\n"," sampling = 'down',\n"," param_grid = paramGrid_rf, \n"," pipeline_fn = tree_pipeline, \n"," model_type='rf', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e393b678-0304-4f46-bbb2-9ea7f5735f86","showTitle":false,"title":""}},"source":["## Evaluate RF Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bafad71d-5a3e-4700-83bc-c9bf64608acc","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":[" CV Result of rf\n"," Train Test\n","ROC AUC 0.715 0.712\n","F2 Score 0.537 0.469\n","Recall 0.502 0.500\n","Precision 0.743 0.375\n","Accuracy 0.664 0.770\n","Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":" CV Result of rf\n Train Test\nROC AUC 0.715 0.712\nF2 Score 0.537 0.469\nRecall 0.502 0.500\nPrecision 0.743 0.375\nAccuracy 0.664 0.770\nSupport for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAdUAAAHwCAYAAADw2PVyAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAyaklEQVR4nO3dd7gdVbmA8fdLJzSRJhAkUUoI0rtIUUCDIAFBDNjwCgGVIqCI5SJiuYr3wkXAEr0qIl0UI4QmUqUl0kMzhhJCbwkEEpKc7/4xc8Lm9IS9M5x93t/zzJM9M2vWrNlnZ3/7W7NmJjITSZL01vWrugGSJDULg6okSXViUJUkqU4MqpIk1YlBVZKkOjGoSpJUJwbVJhARS0XEXyNiZkRc+Bbq+VREXFnPtlUhIi6LiM9V3Y6+JiJ2iojHq27HooqIb0bEr6tuh5qDQXUJiogDImJyRLwSEU+WX/4fqEPV+wKrAitm5icWt5LMPDszP1yH9rxJ+WWbEfHnNss3Lpdf28N6ToiIP3RXLjN3y8wzF7O53bUhI2J2+Td8pasv45oyrdOCiDitZv3QiPhZRDxX/iC6vmbdURExLSJmRcQTEXFKRAzoZD/bRMRVEfFCRDwbERdGxGodlBsUEfe3DXwR8aGIuL3c17SIGLd4787bX0eBPzN/mJkHVdUmNReD6hISEUcD/wv8kCIAvhv4GTCmDtWvBTyUmfPrUFejPAtsGxEr1iz7HPBQvXYQhSXxmd44M5cpp06/jGvKLAO8C3gNqO1JGA+8E1i//PeomnUTgM0yczngfcDGwBGd7GqFsq7hFJ+Fl4HfdlDuaxR/h4UiYiDwZ+CXwPLAJ4GTI2Ljzo6rSp39sJDeNjLTqcETxZfVK8AnuigzmCLoPlFO/wsMLtftBDwOHAM8AzwJfL5c913gdWBeuY8vACcAf6ipeziQwIBy/kBgGsWX78PAp2qW31iz3fuBScDM8t/316y7Fvge8I+yniuBlTo5ttb2/wL4crmsPzADOB64tqbsqcB0YBbwT2D7cvnoNsd5V007flC24zVg7XLZQeX6nwMX1dT/Y+BqIBbzb5nA2oux3efK9zzK+ZHlMS7Xg21XBP4G/KyH+9oMeLnNshHA/cBuwOM1y1ctj2lozbJJwP5v4XP6TeA54JHWz1a5/qPAfeXnZQbw1Zp1ewB3Ai8BNwEb1ax7BPg6cDcwt3z9xzbtOhX4afn68+Wxvly+54eUy5cuPyMt5WfoFWB12v9/2ROYUrblWmD9Nm35atmWmcD5wJBy3UrAJeV2LwA3AP2W5HeNU/VT5Q3oCxNFQJhPGdQ6KXMicAuwCrBy+cXyvXLdTuX2JwIDyy+nV4EVyvVtvxTazg8vvzgHlF8ss4D1ynWrARuUrw+kDKoUmdOLwGfK7fYv51cs118L/BtYF1iqnP9RJ8e2E8WX7fuBW8tlHwWuAA7izUH10xRBZADFj4inar603nRcNe14DNig3GYgbw6qQymy4QOB7Sm+7Ie9hb9lUgSTp4A/AcN7uN3fgRNq5j8L3AOcUrbpHmCfNtscUP6tkiLD3LiH+/oKcEubZZcAe7f+LdqsOwf4MsUPnW0pfrit+RY+pydTBN8dgdk1n7UneeNH0goUmTjApuU+ty7b8DmK4NUarB+hCLhrlp+1tSg+/8uW6/uXdW9Tzu8OvBeIsg2v1uyro+Nf+Lmi+DzPBnYtP0vHAlOBQTVtuY0iGL+TIngfWq77L4ofjgPLaXsW88ebU++d7P5dMlYEnsuuu2c/BZyYmc9k5rMUGehnatbPK9fPy8yJFL+y11vM9rQA74uIpTLzycyc0kGZ3YF/ZeZZmTk/M88FHgA+VlPmt5n5UGa+BlwAbNLVTjPzJuCdEbEeRVD5fQdl/pCZz5f7/B+KL+fujvN3mTml3GZem/pepXgfTwb+AByemW9lMM2OFD9SRlIE10u665KMiLXK7WrP8w6j6NadSfEFfRhwZkSsX9P2c7Lo/l2X4sv66e4aFxEbUWT/X6tZtjfQPzP/3Mlm55bbzKXIrr6VmdM7Kdvd5xTgPzNzbmZeB1wK7FcunweMiojlMvPFzLy9XD4O+GVm3pqZC7I4Hz4X2Kamzp9m5vTMfC0zHwVup/iRAPAh4NXMvAUgMy/NzH9n4TqKXpTtOzmetj4JXJqZV5Wfpf+mCOTvb9OWJzLzBeCvvPG5n0fxI3Wt8v/pDZnpzdX7GIPqkvE8sFI3X76rA4/WzD9aLltYR5ug/CqwzKI2JDNnU3xxHAo8GRGXRsTIHrSntU1r1Mw/tRjtOYsigHyQ4lzem0TEV8vBNDMj4iWKrvOVuqmzswAAQGbeStn1ShH8OxQRU2oGFXX4JZyZ12fm65n5EnAkRbfq+h2VrfEZih6Ah2uWvUbxJfz9sr7rgGuAdgPFMvNfFN2RP+tqJxGxNnAZcGRm3lAuWxo4iU7Ox5Z/+/MofuQMosj4j42I3TvZTXef0xfLz1hH6/eh6KF4NCKui4hty+VrAcdExEutE0VWWltv27/xORS9J1Bk9OfUHNNuEXFLOXDrpXKf3X2GOjy+zGwp992Tz/1PKLLaK8sBX8f1cJ9qIgbVJeNmil/ee3VR5gmKL5dW7y6XLY7ZFN2erd5VuzIzr8jMXSl+VT8A/KoH7Wlt04zFbFOrs4AvARPLLHKhMpAdS5HZrJCZ76DI5KK16Z3U2WU2EBFfpsh4nyjr77iSzA3yjcFFN/TgWFr3Hd2U+SxvzlKhOCfXUV2dGUDRpdmhMhv+G0VX7Fk1q9ahyKxviIjWLuvVIuKpiBhOkS0/VH4mWjLzQYrscrdOdtXd53SFMpC3W5+ZkzJzDEXX8cW88QNnOvCDzHxHzTS07B1p1fa9uRDYKSKGUWSs55Tvw2DgIooMc9XyMzSR7j9DHR5fRARFgO/2c5+ZL2fmMZn5HorzskdHxM7dbafmYlBdAjJzJkX32hkRsVd5KcXA8hf1SWWxc4FvR8TKEbFSWb7by0c6cSewQ0S8OyKWB77RuiIiVo2IMeUX31yKbuSWDuqYCKxbXgY0ICI+CYyiODe32MpsbUfgWx2sXpbinNyzwICIOB5Yrmb908DwRRnhGxHrAt+nOFf7GYosbJPFaXtEbBARm0RE/4hYBvgfii/b+8v1B0bEI222eT9FltP2+uHrKc4Ff6N8f7ejyN6vKLc7KCJWKV+PovgbXl1T77URcUL5eg2Kc7anZ+Yv2uznXoqgsEk5HUTxPm5CEczuANYpL6uJiHgvxaChjoI+9Oxz+t3y8p3ty7ouLOc/FRHLl92qs3jjc/cr4NCI2Lpsw9IRsXtELNtJGyi7nq+lGOX8cGbeX64aRPED6llgfkTsxpuz/6eBFcv/Fx25ANg9InYuR0YfQ/H/5KbO2tIqIvaIiLXLQDwTWEDH/7fUxAyqS0h5fvBo4NsU/+GnU3SDXlwW+T4wmeLL7B6Kc0bfX8x9XUUxKvFuihG0tYGwX9mOJyhGKO4IfLGDOp6n+EI8hqL7+lhgj8x8bnHa1KbuGzOzoyz8CuByioFFjwJzeHO3X2tgej4ibqcbZXf7H4AfZ+ZdZTfqN4GzyoxmUa1K8b7OouhOHk7xnrSex12TYhRyrc8Bf8rMl2sXltuMoeianEkRWD6bmQ+URbYD7omI2RQ/cCaWbW9Vu6+DgPcAJ9R0X79S7md+Zj7VOlH8zVvK+QWZ+W/gP4Cflsd1HUWm19n1t919Tp+iGND2BHA2xSCe1mP6DPBIRMyiOP3wqbKNk4GDgdPLbadSDCzrzjnALtR0/Zbv8xEUwfFFiq7hCTXrH6D4YTCt7Gqu7WKmzNQ/DZxGMYDsY8DHMvP1HrRnHYreglcoeqd+lpnX9GA7NZHW4f2S3qIo7kZ1ZE3W1Kj9DAMuyMz3d1tY0hJlUJUkqU7s/pUkqU4MqpIk1YlBVZKkOjGoSpJUJ2/bJz60PLWuI6jUFD6y+tvygS/SIrmq5cLubnKy2Brxfd/vXQ81rL1d7reKnUqS1IzetpmqJKlvaGnAjaeqyhgNqpKkSi3I+gfVqoKb3b+SJNWJmaokqVIt3T48qPcwU5UkqU7MVCVJlWrEQKWqGFQlSZVa0EQPdrH7V5KkOjFTlSRVyoFKkiSpHTNVSVKlFpipSpKktgyqkqRKtZB1n3oiIkZHxIMRMTUijutg/bsj4pqIuCMi7o6Ij3ZXp92/kqRKVXFJTUT0B84AdgUeByZFxITMvK+m2LeBCzLz5xExCpgIDO+qXjNVSVJftBUwNTOnZebrwHnAmDZlEliufL088ER3lZqpSpIqVdH9lNYAptfMPw5s3abMCcCVEXE4sDSwS3eVmqlKkppORIyLiMk107jFqGZ/4HeZOQz4KHBWRHQZN81UJUmVasQlNZk5HhjfRZEZwJo188PKZbW+AIwu67s5IoYAKwHPdFapmaokqVILsv5TD0wC1omIERExCBgLTGhT5jFgZ4CIWB8YAjzbVaUGVUlSn5OZ84HDgCuA+ylG+U6JiBMjYs+y2DHAwRFxF3AucGBm10OV7f6VJFWqqge/ZeZEistkapcdX/P6PmC7RanTTFWSpDoxU5UkVWoBUXUT6sagKkmqVEvz3E/f7l9JkurFTFWSVKlm6v41U5UkqU7MVCVJlWqmTNWgKkmqVEs2T1C1+1eSpDoxU5UkVaqZun/NVCVJqhMzVUlSpRY0UX7XPEciSVLFzFQlSZVqptG/BlVJUqUcqCRJktoxU5UkVWpBNk9+1zxHIklSxcxUJUmVammi/M6gKkmqlAOVJElSO2aqkqRKOVBJkiS1Y6YqSapUSxOdUzWoSpIq5Q31JUlSO2aqkqRKOVBJkiS1Y6YqSapUM91RqXmORJKkipmpSpIqtcCHlEuSVB9eUiNJktoxU5UkVarFS2okSVJbZqqSpEo10zlVg6okqVLNNPq3eX4eSJJUMTNVSVKlvKOSJElqx0xVklSpZnpKjUFVklSpFhyoJEmS2jBTlSRVqpm6f5vnSCRJqpiZqiSpUs10R6XmORJJkipmpipJqlRLE92m0KAqSaqU3b+SJKkdM1VJUqV8SLkkSWrHTFWSVKkFTXSbQoOqJKlSdv9KkqR2zFQlSZVqpu5fM1VJkurETFWSVKmqzqlGxGjgVKA/8OvM/FGb9acAHyxnhwKrZOY7uqrToCpJqlQVj36LiP7AGcCuwOPApIiYkJn3tZbJzKNqyh8ObNpdvXb/SpL6oq2AqZk5LTNfB84DxnRRfn/g3O4qNVOVJFWqpZqBSmsA02vmHwe27qhgRKwFjAD+3l2lZqqSpKYTEeMiYnLNNO4tVDcW+GNmLuiuoJmqJKlSjTinmpnjgfFdFJkBrFkzP6xc1pGxwJd7sl8zVUlSXzQJWCciRkTEIIrAOaFtoYgYCawA3NyTSs1UJUmVquIh5Zk5PyIOA66guKTmN5k5JSJOBCZnZmuAHQucl5nZk3oNqpKkSlX1kPLMnAhMbLPs+DbzJyxKnXb/SpJUJ2aqkqRKVdH92yhmqpIk1YmZqiSpUi1NlN8ZVCVJlVpg968kSWrLTFWSVCkHKkmSpHbMVCVJlarqIeWNYFCVJFVqQTWPfmuI5vl5IElSxcxUJUmVcqCSJElqx0xVklSpZhqo1DxHIklSxcxUe6nfXQB/vBQiYN0R8MPj4Nsnwb0PwoABsNFIOOGrMLCDv/ATT8N/ngRPPVNs/8sfwxqrQSac+mu4/Fro3w/GjoHP7AtXXgc//Q28Y1k47QewwvLw2Aw45VdwyglL+sjVTI75vy+y9e6b89IzMxm30TEAfOvco1hzvdUBWPodQ5n90qscutnX3rTdwMEDOfm6Exk4eAD9B/Tnhotu4fcnXPCmMl869fOM/vyH2HO5zwAw5rDR7D5uV5597Dm+s/dPmD9vPhtsN5Lt99maXxx95hI4WnWmpYlG/xpUe6Gnn4U/XASX/B6GDIajvgMT/w577Aonfbso89UT4Y+XwP57td/+uB/CIZ+G7baE2a9Cv7K/4s+XwZPPwMSzimXPv1gs/8Of4MJfwlXXw6V/g0/vUwTfIw9aIoerJnbl767lL6dfzrFnHrZw2Q/2P2Xh60P++7PMnvlqu+3mzZ3H13b+LnNmz6H/gP6ccsP3mHTZHdx/678AWHfz97DsO5Z50zY7H7A9h2z8Vfb/5t5s8ZGNueWSf/Lpb+/DDw84tUFHp57y3r+q3IIFMGcuzJ8Pr82FVVaCHbcpMs8I2HD9Ivi2NfWRYtvttizmlx4KSw0pXp/3F/jS594IsiuuUPzbL+D1eTBnTpEFT74LVloRhg9r+GGqyd1zw/28/MIrna7f4RPbcs25N3a4bs7sOQAMGNifAQP7k5kA9OvXj4NP+gy/+vpZb94gggED+zNk6GDmz1vALp/egdsuv4OXX+x8/9KialimGhEjgTHAGuWiGcCEzLy/UfvsK1ZdGT4/FnbeDwYPKgJka5AEmDcfJlwJ3zy8/baPTIdll4HDvw0znoRtt4Cjx0H//vDYE3DZNfC3G+Cdy8M3jywC58Gfgv84GlZZsciEv/Id+J/vLLnjVd+04fbr89LTM5kx9akO1/fr14+fTf4xq6/9Lib87HIeuG0qUHTz3vzXybzw1EtvKj/hjMv56c0/5JEp05nyjwf47sVf5xujv9/ow1APOFCpGxHxdeA8IIDbyimAcyPiuEbssy+Z+TL8/Ua46jy47k/w2pwiiLY68WTYYuNiamvBAvjn3XDsl+CCX8L0J+DPlxfr5s0rgvQfx8O+H4Nv/6hYvt2WcNGv4Oc/gqtvhB22KYLzkccX52Zfm9P4Y1bf88H9P8A153WcpQK0tLRw6GZfY/81D2G9Lddm+AZrsuJqK7DDvtty8WmXtSv/tz9czxc3P5Yff/Y09jlqDy4+bSJb7bYp/3nBMRx68ueIaJ4uSFWnUT8PvgBsmZk/ysw/lNOPgK3KdR2KiHERMTkiJo8/a2aDmtb73Ty5GFj0zncUA5F22R7uuLdYd8bv4MWZcNyXO9521ZVh5Nqw5upFV+7OH4D7Hnpj3a47FK933R4enPbmbV+bAxdfDgfsDaf/Fv7rG7D5RvDXqxpxlOrL+vXvxwf23oprz7+p27KzZ77KXddOYYvRm/DeTUew+trv4sx/ncZZ085g8NBB/O6h095UfsXVVmC9Ldfmpr9MYt+jP8YPxp7CKy/NZtOdN2zU4agbLRl1n6rSqO7fFmB14NE2y1cr13UoM8cD4wFanlo3G9S2Xm+1VeGu+4ogN2Qw3HI7vG89uPASuPE2+O0pb5wXbWvDkfDyK/DCS0VQvvV22GBksW7nDxTzw3aHSXe2P2f6m/OKQUoDBxTnc1vP386Z28CDVZ+02S4bMf2BJ3huxgsdrl9+peWYP28+s2e+yqAhg9hsl404/6SLuW3i7Xxy9YMXlpsw6ywOXPfN50E+972xnPmd8wEYtNQgMpNsSQYPHdS4A1KXHP3bva8AV0fEv4Dp5bJ3A2sDh3W2kXpm41HwkR1hn4OLc6Hrrw37fQw2Gw2rrwr7f6kot8v28OUD4d4H4LwJ8P1ji/Jf+yJ8/qjiEpoN1oNP7FGUP/gA+Nr34cwLYehS8L1j39jnM8/B3fcX9QF8+uPwiUNguWXg9B8syaNXM/nm2Uey0U4bsPxKy3LOY7/g9ydcwOW/+Tsf/OR27bp+V1xtBY7+1aF8a4//4p2rvYNjf3cY/fr3I/oF1194M7deenu3+3vvJsMBmHrHwwD8/dwbGH/3//Ds9Oe54KS/1P341PdE64i5ulcc0Y+iu7d2oNKkzFzQk+3NVNUsPrJ6Bye3pV7mqpYLG5ZO7n/LuLp/35+7zfhK0t+Gjf7NzBbglkbVL0nS2403f5AkVaqZLqkxqEqSKuWj3yRJUjtmqpKkSjXTJTVmqpIk1YmZqiSpUp5TlSRJ7ZipSpIq1UyZqkFVklSpZgqqdv9KklQnZqqSpEqZqUqSpHbMVCVJlWqmmz8YVCVJlbL7V5IktWOmKkmqlJmqJElqx0xVklSpZspUDaqSpEo1U1C1+1eSpDoxU5UkVSrNVCVJUltmqpKkSjXTHZXMVCVJqhMzVUlSpZpp9K9BVZJUKQcqSZKkdsxUJUmVaqbuXzNVSZLqxExVklSpZjqnalCVJFXK7l9JktSOmaokqVKZVbegfsxUJUl9UkSMjogHI2JqRBzXSZn9IuK+iJgSEed0V6eZqiSpUlXc+zci+gNnALsCjwOTImJCZt5XU2Yd4BvAdpn5YkSs0l29BlVJUqUqGv27FTA1M6cBRMR5wBjgvpoyBwNnZOaLAJn5THeV2v0rSeqL1gCm18w/Xi6rtS6wbkT8IyJuiYjR3VVqpipJqlQjLqmJiHHAuJpF4zNz/CJWMwBYB9gJGAZcHxEbZuZLXW0gSVJTKQNoV0F0BrBmzfywclmtx4FbM3Me8HBEPEQRZCd1Vqndv5KkSmXWf+qBScA6ETEiIgYBY4EJbcpcTJGlEhErUXQHT+uqUoOqJKnPycz5wGHAFcD9wAWZOSUiToyIPctiVwDPR8R9wDXA1zLz+a7qtftXklSpqu79m5kTgYltlh1f8zqBo8upRwyqkqRKNdMN9e3+lSSpTsxUJUmV8ik1kiSpHTNVSVKlmukpNQZVSVKlHKgkSZLaMVOVJFXKTFWSJLVjpipJqlQTjVMyqEqSqmX3ryRJasdMVZJUrSbq/zVTlSSpTsxUJUmVaqZzqgZVSVKlmuk2hXb/SpJUJ2aqkqRKNVP3r5mqJEl1YqYqSaqWmaokSWrLTFWSVKlmGv1rUJUkVauJgqrdv5Ik1YmZqiSpUl5SI0mS2jFTlSRVq4nOqRpUJUmVsvtXkiS1021QjYiTImK5iBgYEVdHxLMR8ekl0ThJUh+QDZgq0pNM9cOZOQvYA3gEWBv4WiMbJUlSb9STc6qtZXYHLszMmRHN0/8tSapa88SUngTVSyLiAeA14IsRsTIwp7HNkiT1GU00+rfb7t/MPA54P7BFZs4DXgXGNLphkiT1Nj0ZqDQU+BLw83LR6sAWjWyUJKkP6WMDlX4LvE6RrQLMAL7fsBZJktRL9SSovjczTwLmAWTmqzTTWWVJUrUy6j9VpCdB9fWIWIoyoY6I9wJzG9oqSZJ6oZ6M/v0OcDmwZkScDWwHHNjIRkmS+o4+9ZDyzLwqIm4HtqHo9j0yM59reMskSX1DXwqqEbFD+fLl8t9REUFmXt+4ZkmS1Pv0pPu39paEQ4CtgH8CH2pIiyRJfUsTPaWmJ92/H6udj4g1gf9tVIMkSeqtFud5qo8D69e7IZKkvin62DnV03jjNHI/YBPg9ga2SZLUl/SloApMrnk9Hzg3M//RoPZIktRr9eSc6plLoiGSpD6qLwxUioh76DgpDyAzc6OGtUqSpF6oq0x1jyXWCklS39UXzqlm5qNLsiGSpD6qiYJqT56nuk1ETIqIVyLi9YhYEBGzlkTjJEnqTXoy+vd0YCxwIcXDyT8LrNvIRkmS+pC+lKkCZOZUoH9mLsjM3wKjG9ssSZJ6n55kqq9GxCDgzog4CXiSHgZjSZK61USX1HQaHCNiy/LlZ8pyhwGzgTWBfRrfNEmSepeuMtXxEbEMcB7FXZTuA767ZJolSeormunev51mqpm5KcW1qvOBP0bEXRFxXEQMX1KNkyT1AdmAqSJdnhvNzAcz87uZOYpi1O/ywNUR4b1/JUlqo0cDjiKiH7AKsCqwNPBMIxslSVKjRcToiHgwIqZGxHEdrD8wIp6NiDvL6aDu6uxy9G9EbA/sD+wF3ENxfvWozJy5eIcgSVL1IqI/cAawK8VzwidFxIRy/FCt8zPzsJ7W29UN9acDj1IE0hMy0+xUklR3FQ1U2gqYmpnTACLiPGAM0DaoLpKuMtUPVHn/37XPP7SqXUv19b9NNLRRaoQGXKcaEeOAcTWLxmfm+Jr5NYDpNfOPA1t3UNU+EbED8BBFT+30Dsos5A31JUlNpwyg47st2LW/UlxSOjciDgHOBD7U1QbeGUmSVK1qLqmZQXEzo1bDymVvNCvz+cycW87+Gti8u0oNqpKkvmgSsE5EjChvxTsWmFBbICJWq5ndE7i/u0q7Gqh0Gl3E+8w8orvKJUnqVgXDDjJzfkQcBlwB9Ad+k5lTIuJEYHJmTgCOiIg9KW6C9AJwYHf1djVQafJbb7YkSV2r6jaFmTkRmNhm2fE1r78BfGNR6uxqoNKZi9pASZL6sm4f/RYRKwNfB0YBQ1qXZ2aXI6AkSeqRJrrqrCcDlc6mODk7guIpNY9QnOCVJEk1ehJUV8zM/wPmZeZ1mfkfdHOdjiRJPdZET6nptvsXmFf++2RE7A48AbyzcU2SJKl36klQ/X5ELA8cA5wGLAcc1dBWSZL6jGZ6SHm3QTUzLylfzgQ+2NjmSJL6nAbc+7cqPRn9+1s66KEuz61KkqRST7p/L6l5PQTYm+K8qiRJb10f6/69qHY+Is4FbmxYiyRJ6qV6kqm2tQ6wSr0bIknqm/rUQKWIeJk3J+dPUdxhSZKkt64vBdXMXHZJNESSpN6u2zsqRcTVPVkmSdLiiKz/VJWunqc6BBgKrBQRKwCtFxItB6yxBNomSVKv0lX37yHAV4DVgX/yRlCdBZze2GZJkvqMvnBONTNPBU6NiMMz87Ql2CZJUl/SREG1J0+paYmId7TORMQKEfGlxjVJkqTeqSdB9eDMfKl1JjNfBA5uWIskSX1KMw1U6klQ7R8RC+92HBH9gUGNa5IkSb1TT+6odDlwfkT8spw/pFwmSZJq9CSofh0YB3yxnL8K+FXDWiRJUi/VbfdvZrZk5i8yc9/M3Be4j+Jh5ZIkvXXZgKkiPbqhfkRsCuwP7Ac8DPypkY2SJPUdfeKG+hGxLkUg3R94DjgfiMz84BJqmyRJvUpXmeoDwA3AHpk5FSAijloirZIk9R1NlKl2dU7148CTwDUR8auI2Jk3blUoSZLa6DSoZubFmTkWGAlcQ3Ef4FUi4ucR8eEl1D5JUrNrooFKPRn9Ozszz8nMjwHDgDvwIeWSpDrpa3dUWigzX8zM8Zm5c6MaJElSb9WjS2okSWqYPjJQSZIkLQIzVUlSpfrEzR8kSVoimiio2v0rSVKdmKlKkqplpipJktoyU5UkVaqZBiqZqUqSVCdmqpKkajVRpmpQlSRVq4mCqt2/kiTViZmqJKlSDlSSJEntmKlKkqrVRJmqQVWSVCm7fyVJUjtmqpKkapmpSpKktsxUJUnVaqJM1aAqSapUVN2AOrL7V5KkOjFTlSRVq4m6f81UJUmqEzNVSVKlvPmDJElqx0xVklQtM1VJkuokGzD1QESMjogHI2JqRBzXRbl9IiIjYovu6jSoSpL6nIjoD5wB7AaMAvaPiFEdlFsWOBK4tSf1GlQlSZWKrP/UA1sBUzNzWma+DpwHjOmg3PeAHwNzelKpQVWS1BetAUyvmX+8XLZQRGwGrJmZl/a0UoOqJKlaDTinGhHjImJyzTRuUZoUEf2Ak4FjFmU7R/9KkirViOtUM3M8ML6LIjOANWvmh5XLWi0LvA+4NiIA3gVMiIg9M3NyZ5WaqUqS+qJJwDoRMSIiBgFjgQmtKzNzZmaulJnDM3M4cAvQZUAFg6okqWoVXFKTmfOBw4ArgPuBCzJzSkScGBF7Lu6h2P0rSeqTMnMiMLHNsuM7KbtTT+o0qEqSKtVM9/41qEqSqtVEQdVzqpIk1YmZqiSpWmaqkiSpLTNVSVKlmmmgkpmqJEl1YqYqSapWE2WqBlVJUqUimyeq2v0rSVKdmKlKkqrVPImqmaokSfVipipJqlQzXVJjUJUkVauJgqrdv5Ik1YmZqiSpUs3U/WumKklSnZipSpKq1USZqkFVklQpu38lSVI7ZqqSpGqZqUqSpLbMVCVJlWqmc6oGVUlStXz0myRJastMVZJUqWbq/jVTlSSpTsxUJUnVMlOVJEltmalKkioVLVW3oH4MqpKkatn9K0mS2jJT7cX6RfCXsZ/i6dmvcNCEi9l22Jp8Y/sdGNivP/c+8zTH/e1KFnRwUfXXt9uenYaPAOD0227h0n89BNDp9qPXXoevbLMtM+fM4ZBLJvDSnDm8e/nl+er7P8ARl126RI9Zzef6Aw9i9uuvsyCTBS0tjDn/bJYfPITTdtuDYcstx+OzZnHYZX9l1ty57bb9+MhRHLbVNkDxWf7TA/cBcMy227H3yA1YfvBgNvzFaQvLf3ajTdl/w4148uVZHHLJX5jX0sIWq63B6LXX4fs3XLskDlcd8JIavS18fpNN+feLLwAQwE8+PJojL7uU3c7+PTNefpl9Rm3QbpsPDh/BBquswh7nnMXHzz+HgzffgmUGDepy+89uvAl7nXcO59xzD3uuNxIovrROvvkfS+pQ1eQO+NOF7HHuWYw5/2wADt1iK26a/hgf+v1vuGn6Y3xx863abbP84CEcsfW27H3+Oex1/tkcsfW2LDd4MABXPzyNvcu6ao0ZOZKPnn0m/3zyCbZfazgAh221DafddkvjDk59ikG1l3rXMsvwwRHv4fx77wFghaWWYt6CBTz80ksA/OOxRxm99jrttlv7nSty24zHWZDJa/Pn88Bzz7HDWsO73L4lk0H9+7PUwAHMb2lhy9XX4NlXZ/NIWVaqt13f814uun8KABfdP4Vd37t2uzI7rDWcGx97lJlz5zBr7lxufOxRdlyr6IG586knefbV2e22CYKB/fuz1ICBzG9pYa+R63Pdow8zc+6cxh6QupZZ/6kiBtVe6j932Ikf3Xg9LeWH54XXXmNAv35suMqqAIxeex1WW2bZdtvd/9yz7LDWcIYMGMAKQ4awzbBhrLbMsl1u/4vJt3HW3vuy84j38NcHH+CwrbbmtFtvXUJHqmaXCWfutQ9/Gftpxm6wIQArDR26MCg+++psVho6tN12qy69DE++8vLC+adeeYVVl16my339/u47uGi/A1h92WX55xMz2Hf993HW3XfW72C0WCLrP1XFc6q90IdGjOD5117l3meeYes1hi1cfsRll/LtHXZkUP8B3PDYIyzI9uPUb3zsUTZadVX+uN9YXnjtNe548klaynKdbX/jY49x42NFV9reI9fn2kceZsQKK3DwZpszc+5cTrzuGubMn78EjlzNaL8/nsfTs19hxaWW4vd77bvwlEateiUeFz9wPxc/cD8Ah2+1DWfedQc7rjWCj68/iidffpkf3HBtMw1EVQWWeKYaEZ/vYt24iJgcEZNn3XTzkmxWr7L5amuw84j3cv3nv8BPd9udbYetyckf2Y07nnqST/7xAvY+/xxumzGDh198scPtfzbpNvY45w989s8XERELu3y7237IgAHsM2oDzrr7Lr6yzbZ89crLmfzEDMast36jD1lN7OnZrwDw/GuvceW0qWy86mo89+qrrDx0aQBWHro0z7/2aofb1fbGvGuZZRbW1Z1Vll6ajVd9F1dNm8pBm23O4Zddwqy5c9luzbXqcERaZNmAqSJVdP9+t7MVmTk+M7fIzC2We/+2S7JNvcpPbrqR7X7zK3b47f9xxGWXcvPj0zn6istYcamlABjUvz+HbrEl59xzd7tt+0XwjiFDABi50kqst+JK3PDoIwDdbj9u8y048847mN/SwpABA0iK861LDbTDQ4tnqQEDWHrgwIWvP/Du4Tz0wnP8bdq/2Wf9YqDcPutvwFXT/t1u2+sffYTt3z2c5QYPZrnBg9n+3cO5vvwsd+fobbbjlFtuAmBI/wFkJi2ZDPGzrLeoIZ+giGj/bV6uAlZtxD4FB2++JR8aMYJ+EZx9913c/Ph0ADZcZVUO2HAjvnH1VQzo14/z9/0kAK+8/jpHX3HZwstuOtse3vhl/9Nbi1GSZ955BxePPYBZc+dy6CUTlvCRqlmsNHRpfrH7ngD079ePCQ8+wPWPPsLdTz/F6bvtwX4bvI8Zs2Zx2GWXAK2f5Y35xtVXMnPuHE6fdAsXf/JTAJx2280LBxx9fbsd2HO9kSw1cCD/+I9xXDDlHk69tej9GrXyKgBMefYZACY89ACXfepzPPnKy4y/fdISPX4VmumSmsgGjJKKiKeBjwBt+x8DuCkzV++ujvecenITvc3q05rpG0N91rQjjolG1b39Xj+p+3+SGy7+WsPa25VG9XVcAiyTmXe2XRER1zZon5IkVaohQTUzv9DFugMasU9JUu/UTJ05XqcqSVKdONRNklQtM1VJktSWmaokqVLNdE7VoCpJqlZL80RVu38lSaoTM1VJUrWaJ1E1U5UkqV7MVCVJlXKgkiRJ9dKAe9BXxe5fSZLqxExVklSpZur+NVOVJKlOzFQlSdVqokzVoCpJqlQ4UEmSpN4tIkZHxIMRMTUijutg/aERcU9E3BkRN0bEqO7qNKhKkqrV0oCpGxHRHzgD2A0YBezfQdA8JzM3zMxNgJOAk7ur16AqSeqLtgKmZua0zHwdOA8YU1sgM2fVzC5ND87+ek5VklSpis6prgFMr5l/HNi6baGI+DJwNDAI+FB3lZqpSpKaTkSMi4jJNdO4xaknM8/IzPcCXwe+3V15M1VJUrUakKhm5nhgfBdFZgBr1swPK5d15jzg593t10xVklStzPpP3ZsErBMRIyJiEDAWmFBbICLWqZndHfhXd5WaqUqS+pzMnB8RhwFXAP2B32TmlIg4EZicmROAwyJiF2Ae8CLwue7qNahKkipV1b1/M3MiMLHNsuNrXh+5qHXa/StJUp2YqUqSqtVEtyk0qEqSKhU9uANSb2H3ryRJdWKmKkmqVhN1/5qpSpJUJ2aqkqRqNU+ialCVJFXLh5RLkqR2zFQlSdUyU5UkSW2ZqUqSquXNHyRJUltmqpKkSjXT6F+DqiSpWk0UVO3+lSSpTsxUJUnVMlOVJEltmalKkqrVRJfUGFQlSZVqptG/dv9KklQnZqqSpGqZqUqSpLbMVCVJ1WqiTNWgKkmqVhMFVbt/JUmqEzNVSVK1mug6VTNVSZLqxExVklQpb/4gSZLaMVOVJFWriTJVg6okqVotzRNU7f6VJKlOzFQlSdVqou5fM1VJkurETFWSVK0mylQNqpKkajVRULX7V5KkOjFTlSRVy0tqJElSW2aqkqRqZfM8psagKkmqlgOVJElSW2aqkqRqOVBJkiS1ZaYqSaqW51QlSVJbZqqSpGo1UaZqUJUkVauJgqrdv5Ik1YmZqiSpWi3Nc0clM1VJkurETFWSVK0mOqdqUJUkVauJgqrdv5Ik1YmZqiSpWt77V5IktWVQlSRVKrOl7lNPRMToiHgwIqZGxHEdrD86Iu6LiLsj4uqIWKu7Og2qkqRqtWT9p25ERH/gDGA3YBSwf0SMalPsDmCLzNwI+CNwUnf1GlQlSX3RVsDUzJyWma8D5wFjagtk5jWZ+Wo5ewswrLtKHagkSapWNZfUrAFMr5l/HNi6i/JfAC7rrlKDqiSp6UTEOGBczaLxmTl+Mev6NLAFsGN3ZQ2qkqRqNeDev2UA7SqIzgDWrJkfVi57k4jYBfgWsGNmzu1uv55TlST1RZOAdSJiREQMAsYCE2oLRMSmwC+BPTPzmZ5UaqYqSapWBedUM3N+RBwGXAH0B36TmVMi4kRgcmZOAH4CLANcGBEAj2Xmnl3Va1CVJFUqK3r0W2ZOBCa2WXZ8zetdFrVOu38lSaoTM1VJUrV8So0kSWrLTFWSVK0mekqNQVWSVK0e3gC/N7D7V5KkOjFTlSRVKpuo+9dMVZKkOjFTlSRVq4nOqRpUJUmVsvtXkiS1Y6YqSapWE3X/mqlKklQnkU10z0UtmogYVz7IV+rV/Czr7cJMtW8bV3UDpDrxs6y3BYOqJEl1YlCVJKlODKp9m+eg1Cz8LOttwYFKkiTViZmqJEl1YlDtoyJidEQ8GBFTI+K4qtsjLY6I+E1EPBMR91bdFgkMqn1SRPQHzgB2A0YB+0fEqGpbJS2W3wGjq26E1Mqg2jdtBUzNzGmZ+TpwHjCm4jZJiywzrwdeqLodUiuDat+0BjC9Zv7xcpkk6S0wqEqSVCcG1b5pBrBmzfywcpkk6S0wqPZNk4B1ImJERAwCxgITKm6TJPV6BtU+KDPnA4cBVwD3Axdk5pRqWyUtuog4F7gZWC8iHo+IL1TdJvVt3lFJkqQ6MVOVJKlODKqSJNWJQVWSpDoxqEqSVCcGVUmS6sSgql4tIhZExJ0RcW9EXBgRQ99CXb+LiH3L17/u6iEDEbFTRLx/MfbxSESs1GbZbyPikDbL9oqIy3rSVklvHwZV9XavZeYmmfk+4HXg0NqVETFgcSrNzIMy874uiuwELHJQ7cS5FDfgqDW2XC6pFzGoqpncAKxdZpE3RMQE4L6I6B8RP4mISRFxd2tWGIXTy+fK/g1YpbWiiLg2IrYoX4+OiNsj4q6IuDoihlME76PKLHn7iFg5Ii4q9zEpIrYrt10xIq6MiCkR8WsgOmj31cDIiFit3GZpYBfg4og4vqzv3ogYHxHttq/NfiNii4i4trWe8nmjt0XEHRExply+QbnszvL9WKceb74kg6qaRJmR7gbcUy7aDDgyM9cFvgDMzMwtgS2BgyNiBLA3sB7FM2U/SweZZ0SsDPwK2CczNwY+kZmPAL8ATimz5BuAU8v5LYF9gF+XVXwHuDEzNwD+DLy77T4ycwFwEbBfuehjwLWZOQs4PTO3LDPxpYA9FuFt+Rbw98zcCvgg8JMyYB8KnJqZmwBbUDylSFIdLFbXmPQ2slRE3Fm+vgH4P4rgeFtmPlwu/zCwUc05yOWBdYAdgHPLoPZERPy9g/q3Aa5vrSszO3t25y7AqJpEcrmIWKbcx8fLbS+NiBc72f5c4L8pgvNY4Kxy+Qcj4lhgKPBOYArw107qaOvDwJ4R8dVyfghFUL8Z+FZEDAP+lJn/6mF9krphUFVv91qZcS1UBrbZtYuAwzPzijblPlrHdvQDtsnMOR20pSduAlaLiI0pfhSMjYghwM+ALTJzekScQBEY25rPG71OteuDIsN+sE35+yPiVmB3YGJEHJKZHf2gkLSI7P5VX3AF8MWIGAgQEeuW3aDXA58sz7muRtFF2tYtwA5ldzER8c5y+cvAsjXlrgQOb52JiE3Kl9cDB5TLdgNW6KiBWdyE+3zgTOCyMji3Bsjnyqy3s9G+jwCbl6/3aXPch7eeh42ITct/3wNMy8yfAn8BNuqkXkmLyKCqvuDXwH3A7RFxL/BLil6aPwP/Ktf9nqJb9E0y81lgHPCniLiLIvBB0QW7d+tAJeAIYIty4M99vDEK+bsUQXkKRTfwY12081xg4/JfMvMlivO591IEyEmdbPdd4NSImAwsqFn+PWAgcHe5/++Vy/cD7i27zd9XHrukOvApNZIk1YmZqiRJdWJQlSSpTgyqkiTViUFVkqQ6MahKklQnBlVJkurEoCpJUp0YVCVJqpP/B4tyzHIoTZPBAAAAAElFTkSuQmCC\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m rfModel, pred_result_rf = validation(full_train_df, full_test_df, sampling = 'down',\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'rf'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0mbest_parameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrf_best_parameters\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree_pipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 5\u001b[0m )\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters)\u001b[0m\n","\u001b[1;32m 175\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 176\u001b[0m \u001b[0mvalidate_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 177\u001b[0;31m \u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf' CV Result of {model_type}'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 178\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 179\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, x_test)\u001b[0m\n","\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 156\u001b[0m \u001b[0;31m# Drop in SHAP Value Plot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 157\u001b[0;31m \u001b[0mexplainer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 158\u001b[0m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 159\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplots\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'predict'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m rfModel, pred_result_rf = validation(full_train_df, full_test_df, sampling = 'down',\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mmodel_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'rf'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mbest_parameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrf_best_parameters\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mpipeline_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree_pipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m )\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mvalidation\u001b[0;34m(df, validate_df, sampling, model_type, pipeline_fn, best_parameters)\u001b[0m\n\u001b[1;32m 175\u001b[0m \u001b[0mtrain_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 176\u001b[0m \u001b[0mvalidate_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 177\u001b[0;31m \u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrain_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf' CV Result of {model_type}'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 178\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 179\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalidate_pred\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(model, preds_train, preds_valid, classifier_name, x_test)\u001b[0m\n\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 156\u001b[0m \u001b[0;31m# Drop in SHAP Value Plot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 157\u001b[0;31m \u001b[0mexplainer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 158\u001b[0m \u001b[0mshap_values\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexplainer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 159\u001b[0m \u001b[0mshap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplots\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshap_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'predict'","errorSummary":"AttributeError: 'PipelineModel' object has no attribute 'predict'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["rf_best_parameters = {'maxDepth': 10,\n"," 'numTrees': 100,\n"," 'maxBins': 50}\n","\n","rfModel, pred_result_rf = validation(full_train_df, full_test_df, sampling = 'down',\n"," model_type = 'rf', \n"," best_parameters = rf_best_parameters, \n"," pipeline_fn = tree_pipeline,\n"," comments =\"from JR notebooks/ignore\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"153aef56-07d9-4efd-b579-da4ec4d52009","showTitle":false,"title":""}},"outputs":[],"source":["# # NOT BEING RUN AT THE MOMENT\n","# # source: https://shihaojran.com/distributed-machine-learning-using-pyspark/\n","\n","# from pyspark.ml.feature import StringIndexer, OneHotEncoderEstimator\n","\n","# carrier_indexer = StringIndexer(inputCol='OP_UNIQUE_CARRIER', outputCol='arr_idx').setHandleInvalid(\"keep\")\n","# origin_indexer = StringIndexer(inputCol='ORIGIN', outputCol='org_idx').setHandleInvalid(\"keep\")\n","# dest_indexer = StringIndexer(inputCol='DEST', outputCol='des_idx').setHandleInvalid(\"keep\")\n","\n","# # stay away from OneHotEncoderEstimator\n","\n","# onehot = OneHotEncoderEstimator(inputCols=[carrier_indexer.getOutputCol(), origin_indexer.getOutputCol(),\n","# dest_indexer.getOutputCol()],\n","# outputCols=['carrier_dummy', 'origin_dummy', 'dest_dummy'])"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"db2a46eb-da82-4210-ba58-48505afce6d2","showTitle":false,"title":""}},"source":["# Gradient Boosted Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6ec0db29-aa01-4627-9c7d-3d471709fadd","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxDepth': 5, 'maxBins': 100, 'maxIter': 4}\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.48\n","Parameters: {'maxDepth': 5, 'maxBins': 100, 'maxIter': 6}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 5, 'maxBins': 250, 'maxIter': 4}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was NOT BETTER, score was 0.48 with best f2 score 0.49\n","Parameters: {'maxDepth': 5, 'maxBins': 250, 'maxIter': 6}\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n","------------------------------------------------------------\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n","Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 100, 'maxIter': 4}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 100, 'maxIter': 6}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was BETTER, new best score of 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 250, 'maxIter': 4}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was NOT BETTER, score was 0.49 with best f2 score 0.49\n","Parameters: {'maxDepth': 10, 'maxBins': 250, 'maxIter': 6}\n"," Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n","------------------------------------------------------------\n"," Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n","------------------------------------------------------------\n"," Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n","------------------------------------------------------------\n"," Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n","------------------------------------------------------------\n"," Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n","------------------------------------------------------------\n","f2 was NOT BETTER, score was 0.49 with best f2 score 0.49\n","Training on full train dataset, and validating on dev dataset with best parameters from CV:\n","{'maxDepth': 10, 'maxBins': 100, 'maxIter': 6}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxDepth': 5, 'maxBins': 100, 'maxIter': 4}\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.48\nParameters: {'maxDepth': 5, 'maxBins': 100, 'maxIter': 6}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 5, 'maxBins': 250, 'maxIter': 4}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was NOT BETTER, score was 0.48 with best f2 score 0.49\nParameters: {'maxDepth': 5, 'maxBins': 250, 'maxIter': 6}\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.48\n------------------------------------------------------------\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\nDeprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.59\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.46\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.34\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 10, 'maxBins': 100, 'maxIter': 4}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 10, 'maxBins': 100, 'maxIter': 6}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was BETTER, new best score of 0.49\nParameters: {'maxDepth': 10, 'maxBins': 250, 'maxIter': 4}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was NOT BETTER, score was 0.49 with best f2 score 0.49\nParameters: {'maxDepth': 10, 'maxBins': 250, 'maxIter': 6}\n Number of training observations for fold number 1 is 2,055,148 with a f2 score of 0.50\n------------------------------------------------------------\n Number of training observations for fold number 2 is 1,888,517 with a f2 score of 0.55\n------------------------------------------------------------\n Number of training observations for fold number 3 is 2,565,484 with a f2 score of 0.60\n------------------------------------------------------------\n Number of training observations for fold number 4 is 2,631,054 with a f2 score of 0.47\n------------------------------------------------------------\n Number of training observations for fold number 5 is 1,013,370 with a f2 score of 0.35\n------------------------------------------------------------\nf2 was NOT BETTER, score was 0.49 with best f2 score 0.49\nTraining on full train dataset, and validating on dev dataset with best parameters from CV:\n{'maxDepth': 10, 'maxBins': 100, 'maxIter': 6}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["paramGrid_gbt = {'maxDepth':[5,10],\n"," 'maxBins': [100,250],\n"," 'maxIter': [4,6]\n"," }\n","\n","gbt_best_parameters, gbt_best_score = blocktimeSeriesCV(parquet_string='full',\n"," sampling='down',\n"," param_grid = paramGrid_gbt, \n"," pipeline_fn = tree_pipeline, \n"," model_type='gbt', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e851052e-81fa-44c9-81b6-b54271c3985f","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":[" CV Result of gbt\n"," Train Test\n","ROC AUC 0.772 0.771\n","F2 Score 0.630 0.546\n","Recall 0.605 0.599\n","Precision 0.756 0.405\n","Accuracy 0.705 0.779\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":" CV Result of gbt\n Train Test\nROC AUC 0.772 0.771\nF2 Score 0.630 0.546\nRecall 0.605 0.599\nPrecision 0.756 0.405\nAccuracy 0.705 0.779\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"}],"source":["gbtModel, pred_result_gbt = validation(full_train_df, full_test_df, \n"," sampling='down',\n"," model_type = 'gbt', \n"," best_parameters = gbt_best_parameters, \n"," pipeline_fn = tree_pipeline,\n"," comments = \"gbt model, top 3 features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"2a940fc0-f814-4e28-b65c-0032a949c028","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgbtModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mschema\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'schema'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgbtModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mschema\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'schema'","errorSummary":"AttributeError: 'PipelineModel' object has no attribute 'schema'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["gbtModel.schema"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bc1f9afe-b6bc-4b85-a900-ce51e67ce5a5","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Out[47]: StructType([StructField('hour_stamp', TimestampType(), True), StructField('ORIGIN', StringType(), True), StructField('MONTH', IntegerType(), True), StructField('DAY_OF_MONTH', IntegerType(), True), StructField('DAY_OF_WEEK', IntegerType(), True), StructField('FL_DATE', StringType(), True), StructField('OP_UNIQUE_CARRIER', StringType(), True), StructField('OP_CARRIER_AIRLINE_ID', IntegerType(), True), StructField('TAIL_NUM', StringType(), True), StructField('ORIGIN_AIRPORT_ID', IntegerType(), True), StructField('ORIGIN_STATE_ABR', StringType(), True), StructField('DEST_AIRPORT_ID', IntegerType(), True), StructField('DEST', StringType(), True), StructField('DEST_STATE_ABR', StringType(), True), StructField('CRS_DEP_TIME', IntegerType(), True), StructField('DEP_TIME', IntegerType(), True), StructField('DEP_DELAY', DoubleType(), True), StructField('DEP_DELAY_NEW', DoubleType(), True), StructField('label', DoubleType(), True), StructField('DEP_DELAY_GROUP', IntegerType(), True), StructField('DEP_TIME_BLK', StringType(), True), StructField('CRS_ARR_TIME', IntegerType(), True), StructField('ARR_TIME', IntegerType(), True), StructField('ARR_DELAY', DoubleType(), True), StructField('ARR_DELAY_NEW', DoubleType(), True), StructField('ARR_DEL15', DoubleType(), True), StructField('ARR_DELAY_GROUP', IntegerType(), True), StructField('ARR_TIME_BLK', StringType(), True), StructField('CANCELLED', DoubleType(), True), StructField('DIVERTED', DoubleType(), True), StructField('DISTANCE', DoubleType(), True), StructField('DISTANCE_GROUP', IntegerType(), True), StructField('CARRIER_DELAY', DoubleType(), True), StructField('WEATHER_DELAY', DoubleType(), True), StructField('NAS_DELAY', DoubleType(), True), StructField('SECURITY_DELAY', DoubleType(), True), StructField('LATE_AIRCRAFT_DELAY', DoubleType(), True), StructField('YEAR', IntegerType(), True), StructField('ORIGIN_icao', StringType(), True), StructField('ORIGIN_iata', StringType(), True), StructField('ORIGIN_airport_name', StringType(), True), StructField('ORIGIN_airport_city', StringType(), True), StructField('ORIGIN_airport_subd', StringType(), True), StructField('ORIGIN_airport_country', StringType(), True), StructField('ORIGIN_elevation', DoubleType(), True), StructField('ORIGIN_airport_lat', DoubleType(), True), StructField('ORIGIN_airport_lon', DoubleType(), True), StructField('ORIGIN_airport_tz', StringType(), True), StructField('flight_id', LongType(), True), StructField('ORIGIN_FLIGHT_TIMESTAMP', TimestampType(), True), StructField('HOUR_WEATHER_TIMESTAMP', StringType(), True), StructField('WEATHER_TIMESTAMP', TimestampType(), True), StructField('TWO_HOUR_WEATHER_TIMESTAMP', StringType(), True), StructField('THREE_HOUR_WEATHER_TIMESTAMP', StringType(), True), StructField('ORIGIN_STATION_ID', StringType(), True), StructField('ORIGIN_STATION_NAME', StringType(), True), StructField('ORIGIN_STATION_ELEVATION', StringType(), True), StructField('ORIGIN_STATION_LATITUDE', StringType(), True), StructField('ORIGIN_STATION_LONGITUDE', StringType(), True), StructField('ORIGIN_WEATHER_DATE', StringType(), True), StructField('ORIGIN_WEATHER_REPORT_TYPE', StringType(), True), StructField('ORIGIN_WEATHER_SOURCE', StringType(), True), StructField('ORIGIN_HourlyPrecipitation', StringType(), True), StructField('ORIGIN_HourlyPresentWeatherType', StringType(), True), StructField('ORIGIN_STATION_TIMESTAMP', TimestampType(), True), StructField('HOUR_TIMESTAMP', StringType(), True), StructField('ORIGIN_HourlyDewPointTemperature', FloatType(), True), StructField('ORIGIN_HourlyDryBulbTemperature', FloatType(), True), StructField('ORIGIN_HourlyWetBulbTemperature', FloatType(), True), StructField('ORIGIN_HourlyStationPressure', FloatType(), True), StructField('ORIGIN_HourlyWindDirection', FloatType(), False), StructField('ORIGIN_HourlyWindSpeed', FloatType(), False), StructField('ORIGIN_HourlyVisibility', FloatType(), True), StructField('ORIGIN_AU_code', StringType(), True), StructField('ORIGIN_AW_code', StringType(), True), StructField('ORIGIN_MW_code', StringType(), True), StructField('ORIGIN_AU_TS', IntegerType(), True), StructField('ORIGIN_AU_ICE', IntegerType(), True), StructField('ORIGIN_AU_SNOW', IntegerType(), True), StructField('ORIGIN_AU_FOG', IntegerType(), True), StructField('ORIGIN_AW_TS', IntegerType(), True), StructField('ORIGIN_AW_ICE', IntegerType(), True), StructField('ORIGIN_AW_SNOW', IntegerType(), True), StructField('ORIGIN_AW_FOG', IntegerType(), True), StructField('ORIGIN_MW_TS', IntegerType(), True), StructField('ORIGIN_MW_ICE', IntegerType(), True), StructField('ORIGIN_MW_SNOW', IntegerType(), True), StructField('ORIGIN_MW_FOG', IntegerType(), True), StructField('ORIGIN_TS', IntegerType(), True), StructField('ORIGIN_ICE', IntegerType(), True), StructField('ORIGIN_SNOW', IntegerType(), True), StructField('ORIGIN_FOG', IntegerType(), True), StructField('DEST_icao', StringType(), True), StructField('DEST_iata', StringType(), True), StructField('DEST_airport_name', StringType(), True), StructField('DEST_airport_city', StringType(), True), StructField('DEST_airport_subd', StringType(), True), StructField('DEST_airport_country', StringType(), True), StructField('DEST_elevation', DoubleType(), True), StructField('DEST_airport_lat', DoubleType(), True), StructField('DEST_airport_lon', DoubleType(), True), StructField('DEST_airport_tz', StringType(), True), StructField('DEST_STATION_ID', StringType(), True), StructField('DEST_STATION_NAME', StringType(), True), StructField('DEST_STATION_ELEVATION', StringType(), True), StructField('DEST_STATION_LATITUDE', StringType(), True), StructField('DEST_STATION_LONGITUDE', StringType(), True), StructField('DEST_WEATHER_DATE', StringType(), True), StructField('DEST_WEATHER_REPORT_TYPE', StringType(), True), StructField('DEST_WEATHER_SOURCE', StringType(), True), StructField('DEST_HourlyPrecipitation', StringType(), True), StructField('DEST_HourlyPresentWeatherType', StringType(), True), StructField('DEST_STATION_TIMESTAMP', TimestampType(), True), StructField('DEST_HourlyDewPointTemperature', FloatType(), True), StructField('DEST_HourlyDryBulbTemperature', FloatType(), True), StructField('DEST_HourlyWetBulbTemperature', FloatType(), True), StructField('DEST_HourlyStationPressure', FloatType(), True), StructField('DEST_HourlyWindDirection', FloatType(), False), StructField('DEST_HourlyWindSpeed', FloatType(), False), StructField('DEST_HourlyVisibility', FloatType(), True), StructField('DEST_AU_code', StringType(), True), StructField('DEST_AW_code', StringType(), True), StructField('DEST_MW_code', StringType(), True), StructField('DEST_AU_TS', IntegerType(), True), StructField('DEST_AU_ICE', IntegerType(), True), StructField('DEST_AU_SNOW', IntegerType(), True), StructField('DEST_AU_FOG', IntegerType(), True), StructField('DEST_AW_TS', IntegerType(), True), StructField('DEST_AW_ICE', IntegerType(), True), StructField('DEST_AW_SNOW', IntegerType(), True), StructField('DEST_AW_FOG', IntegerType(), True), StructField('DEST_MW_TS', IntegerType(), True), StructField('DEST_MW_ICE', IntegerType(), True), StructField('DEST_MW_SNOW', IntegerType(), True), StructField('DEST_MW_FOG', IntegerType(), True), StructField('DEST_TS', IntegerType(), True), StructField('DEST_ICE', IntegerType(), True), StructField('DEST_SNOW', IntegerType(), True), StructField('DEST_FOG', IntegerType(), True), StructField('ARRIVAL_FLIGHT_TIMESTAMP', TimestampType(), True), StructField('PREV_DEP_DELAY', FloatType(), True), StructField('PREV_DEPARTURE_TIMESTAMP', TimestampType(), True), StructField('PREV_ARR_DELAY', StringType(), True), StructField('PREV_ARRIVAL_TIMESTAMP', TimestampType(), True), StructField('time_between_flights', DoubleType(), True), StructField('PREV_DEP_15', IntegerType(), True), StructField('AVG_DELAY_ORIGIN_LAST_12', DoubleType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_12', DoubleType(), True), StructField('AVG_DELAY_ORIGIN_LAST_6', DoubleType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_6', DoubleType(), True), StructField('AVG_DELAY_ORIGIN_LAST_3', FloatType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_3', FloatType(), True), StructField('AVG_DELAY_ORIGIN_LAST_1', DoubleType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_1', DoubleType(), True), StructField('ORIGIN_FLIGHT_TIMESTAMP_ACT', TimestampType(), True), StructField('hour_stamp_act', TimestampType(), True), StructField('Q', LongType(), True), StructField('Qs', LongType(), True), StructField('Q1h_sum', LongType(), True), StructField('Qs1h_sum', LongType(), True), StructField('R1h', DoubleType(), False), StructField('Q2h_sum', LongType(), True), StructField('Qs2h_sum', LongType(), True), StructField('R2h', DoubleType(), False), StructField('Q3h_sum', LongType(), True), StructField('Qs3h_sum', LongType(), True), StructField('R3h', DoubleType(), False), StructField('Q4h_sum', LongType(), True), StructField('Qs4h_sum', LongType(), True), StructField('R4h', DoubleType(), False), StructField('Q5h_sum', LongType(), True), StructField('Qs5h_sum', LongType(), True), StructField('R5h', DoubleType(), False), StructField('Q6h_sum', LongType(), True), StructField('Qs6h_sum', LongType(), True), StructField('R6h', DoubleType(), False), StructField('Q7h_sum', LongType(), True), StructField('Qs7h_sum', LongType(), True), StructField('R7h', DoubleType(), False), StructField('Q8h_sum', LongType(), True), StructField('Qs8h_sum', LongType(), True), StructField('R8h', DoubleType(), False), StructField('Q9h_sum', LongType(), True), StructField('Qs9h_sum', LongType(), True), StructField('R9h', DoubleType(), False), StructField('Q10h_sum', LongType(), True), StructField('Qs10h_sum', LongType(), True), StructField('R10h', FloatType(), False), StructField('Q11h_sum', LongType(), True), StructField('Qs11h_sum', LongType(), True), StructField('R11h', DoubleType(), False), StructField('Q12h_sum', LongType(), True), StructField('Qs12h_sum', LongType(), True), StructField('R12h', FloatType(), False), StructField('N', LongType(), True), StructField('N1h_sum', LongType(), True), StructField('N2h_sum', LongType(), True), StructField('N3h_sum', LongType(), True), StructField('N4h_sum', LongType(), True), StructField('N5h_sum', FloatType(), False), StructField('N6h_sum', LongType(), True), StructField('N7h_sum', LongType(), True), StructField('N8h_sum', LongType(), True), StructField('N9h_sum', LongType(), True), StructField('N10h_sum', LongType(), True), StructField('N11h_sum', LongType(), True), StructField('N12h_sum', LongType(), True), StructField('PageRank_origin', DoubleType(), True), StructField('PageRank_dest', DoubleType(), True), StructField('delay_state', IntegerType(), True), StructField('HOUR_DEPT', StringType(), True), StructField('PREV_DEP_DELAY_vec', VectorUDT(), True), StructField('AVG_DELAY_ORIGIN_LAST_3_vec', VectorUDT(), True), StructField('PER_DELAY_15_ORIGIN_LAST_3_vec', VectorUDT(), True), StructField('ORIGIN_HourlyWindSpeed_vec', VectorUDT(), True), StructField('ORIGIN_HourlyDryBulbTemperature_vec', VectorUDT(), True), StructField('ORIGIN_HourlyVisibility_vec', VectorUDT(), True), StructField('N5h_sum_vec', VectorUDT(), True), StructField('R10h_vec', VectorUDT(), True), StructField('R12h_vec', VectorUDT(), True), StructField('OP_UNIQUE_CARRIER_indexed', DoubleType(), False), StructField('ORIGIN_TS_indexed', DoubleType(), False), StructField('ORIGIN_SNOW_indexed', DoubleType(), False), StructField('DEST_SNOW_indexed', DoubleType(), False), StructField('delay_state_indexed', DoubleType(), False), StructField('OP_UNIQUE_CARRIER_OHE', VectorUDT(), True), StructField('ORIGIN_TS_OHE', VectorUDT(), True), StructField('ORIGIN_SNOW_OHE', VectorUDT(), True), StructField('DEST_SNOW_OHE', VectorUDT(), True), StructField('delay_state_OHE', VectorUDT(), True), StructField('cat_features', VectorUDT(), True), StructField('features', VectorUDT(), True), StructField('rawPrediction', VectorUDT(), True), StructField('probability', VectorUDT(), True), StructField('prediction', DoubleType(), False)])"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Out[47]: StructType([StructField('hour_stamp', TimestampType(), True), StructField('ORIGIN', StringType(), True), StructField('MONTH', IntegerType(), True), StructField('DAY_OF_MONTH', IntegerType(), True), StructField('DAY_OF_WEEK', IntegerType(), True), StructField('FL_DATE', StringType(), True), StructField('OP_UNIQUE_CARRIER', StringType(), True), StructField('OP_CARRIER_AIRLINE_ID', IntegerType(), True), StructField('TAIL_NUM', StringType(), True), StructField('ORIGIN_AIRPORT_ID', IntegerType(), True), StructField('ORIGIN_STATE_ABR', StringType(), True), StructField('DEST_AIRPORT_ID', IntegerType(), True), StructField('DEST', StringType(), True), StructField('DEST_STATE_ABR', StringType(), True), StructField('CRS_DEP_TIME', IntegerType(), True), StructField('DEP_TIME', IntegerType(), True), StructField('DEP_DELAY', DoubleType(), True), StructField('DEP_DELAY_NEW', DoubleType(), True), StructField('label', DoubleType(), True), StructField('DEP_DELAY_GROUP', IntegerType(), True), StructField('DEP_TIME_BLK', StringType(), True), StructField('CRS_ARR_TIME', IntegerType(), True), StructField('ARR_TIME', IntegerType(), True), StructField('ARR_DELAY', DoubleType(), True), StructField('ARR_DELAY_NEW', DoubleType(), True), StructField('ARR_DEL15', DoubleType(), True), StructField('ARR_DELAY_GROUP', IntegerType(), True), StructField('ARR_TIME_BLK', StringType(), True), StructField('CANCELLED', DoubleType(), True), StructField('DIVERTED', DoubleType(), True), StructField('DISTANCE', DoubleType(), True), StructField('DISTANCE_GROUP', IntegerType(), True), StructField('CARRIER_DELAY', DoubleType(), True), StructField('WEATHER_DELAY', DoubleType(), True), StructField('NAS_DELAY', DoubleType(), True), StructField('SECURITY_DELAY', DoubleType(), True), StructField('LATE_AIRCRAFT_DELAY', DoubleType(), True), StructField('YEAR', IntegerType(), True), StructField('ORIGIN_icao', StringType(), True), StructField('ORIGIN_iata', StringType(), True), StructField('ORIGIN_airport_name', StringType(), True), StructField('ORIGIN_airport_city', StringType(), True), StructField('ORIGIN_airport_subd', StringType(), True), StructField('ORIGIN_airport_country', StringType(), True), StructField('ORIGIN_elevation', DoubleType(), True), StructField('ORIGIN_airport_lat', DoubleType(), True), StructField('ORIGIN_airport_lon', DoubleType(), True), StructField('ORIGIN_airport_tz', StringType(), True), StructField('flight_id', LongType(), True), StructField('ORIGIN_FLIGHT_TIMESTAMP', TimestampType(), True), StructField('HOUR_WEATHER_TIMESTAMP', StringType(), True), StructField('WEATHER_TIMESTAMP', TimestampType(), True), StructField('TWO_HOUR_WEATHER_TIMESTAMP', StringType(), True), StructField('THREE_HOUR_WEATHER_TIMESTAMP', StringType(), True), StructField('ORIGIN_STATION_ID', StringType(), True), StructField('ORIGIN_STATION_NAME', StringType(), True), StructField('ORIGIN_STATION_ELEVATION', StringType(), True), StructField('ORIGIN_STATION_LATITUDE', StringType(), True), StructField('ORIGIN_STATION_LONGITUDE', StringType(), True), StructField('ORIGIN_WEATHER_DATE', StringType(), True), StructField('ORIGIN_WEATHER_REPORT_TYPE', StringType(), True), StructField('ORIGIN_WEATHER_SOURCE', StringType(), True), StructField('ORIGIN_HourlyPrecipitation', StringType(), True), StructField('ORIGIN_HourlyPresentWeatherType', StringType(), True), StructField('ORIGIN_STATION_TIMESTAMP', TimestampType(), True), StructField('HOUR_TIMESTAMP', StringType(), True), StructField('ORIGIN_HourlyDewPointTemperature', FloatType(), True), StructField('ORIGIN_HourlyDryBulbTemperature', FloatType(), True), StructField('ORIGIN_HourlyWetBulbTemperature', FloatType(), True), StructField('ORIGIN_HourlyStationPressure', FloatType(), True), StructField('ORIGIN_HourlyWindDirection', FloatType(), False), StructField('ORIGIN_HourlyWindSpeed', FloatType(), False), StructField('ORIGIN_HourlyVisibility', FloatType(), True), StructField('ORIGIN_AU_code', StringType(), True), StructField('ORIGIN_AW_code', StringType(), True), StructField('ORIGIN_MW_code', StringType(), True), StructField('ORIGIN_AU_TS', IntegerType(), True), StructField('ORIGIN_AU_ICE', IntegerType(), True), StructField('ORIGIN_AU_SNOW', IntegerType(), True), StructField('ORIGIN_AU_FOG', IntegerType(), True), StructField('ORIGIN_AW_TS', IntegerType(), True), StructField('ORIGIN_AW_ICE', IntegerType(), True), StructField('ORIGIN_AW_SNOW', IntegerType(), True), StructField('ORIGIN_AW_FOG', IntegerType(), True), StructField('ORIGIN_MW_TS', IntegerType(), True), StructField('ORIGIN_MW_ICE', IntegerType(), True), StructField('ORIGIN_MW_SNOW', IntegerType(), True), StructField('ORIGIN_MW_FOG', IntegerType(), True), StructField('ORIGIN_TS', IntegerType(), True), StructField('ORIGIN_ICE', IntegerType(), True), StructField('ORIGIN_SNOW', IntegerType(), True), StructField('ORIGIN_FOG', IntegerType(), True), StructField('DEST_icao', StringType(), True), StructField('DEST_iata', StringType(), True), StructField('DEST_airport_name', StringType(), True), StructField('DEST_airport_city', StringType(), True), StructField('DEST_airport_subd', StringType(), True), StructField('DEST_airport_country', StringType(), True), StructField('DEST_elevation', DoubleType(), True), StructField('DEST_airport_lat', DoubleType(), True), StructField('DEST_airport_lon', DoubleType(), True), StructField('DEST_airport_tz', StringType(), True), StructField('DEST_STATION_ID', StringType(), True), StructField('DEST_STATION_NAME', StringType(), True), StructField('DEST_STATION_ELEVATION', StringType(), True), StructField('DEST_STATION_LATITUDE', StringType(), True), StructField('DEST_STATION_LONGITUDE', StringType(), True), StructField('DEST_WEATHER_DATE', StringType(), True), StructField('DEST_WEATHER_REPORT_TYPE', StringType(), True), StructField('DEST_WEATHER_SOURCE', StringType(), True), StructField('DEST_HourlyPrecipitation', StringType(), True), StructField('DEST_HourlyPresentWeatherType', StringType(), True), StructField('DEST_STATION_TIMESTAMP', TimestampType(), True), StructField('DEST_HourlyDewPointTemperature', FloatType(), True), StructField('DEST_HourlyDryBulbTemperature', FloatType(), True), StructField('DEST_HourlyWetBulbTemperature', FloatType(), True), StructField('DEST_HourlyStationPressure', FloatType(), True), StructField('DEST_HourlyWindDirection', FloatType(), False), StructField('DEST_HourlyWindSpeed', FloatType(), False), StructField('DEST_HourlyVisibility', FloatType(), True), StructField('DEST_AU_code', StringType(), True), StructField('DEST_AW_code', StringType(), True), StructField('DEST_MW_code', StringType(), True), StructField('DEST_AU_TS', IntegerType(), True), StructField('DEST_AU_ICE', IntegerType(), True), StructField('DEST_AU_SNOW', IntegerType(), True), StructField('DEST_AU_FOG', IntegerType(), True), StructField('DEST_AW_TS', IntegerType(), True), StructField('DEST_AW_ICE', IntegerType(), True), StructField('DEST_AW_SNOW', IntegerType(), True), StructField('DEST_AW_FOG', IntegerType(), True), StructField('DEST_MW_TS', IntegerType(), True), StructField('DEST_MW_ICE', IntegerType(), True), StructField('DEST_MW_SNOW', IntegerType(), True), StructField('DEST_MW_FOG', IntegerType(), True), StructField('DEST_TS', IntegerType(), True), StructField('DEST_ICE', IntegerType(), True), StructField('DEST_SNOW', IntegerType(), True), StructField('DEST_FOG', IntegerType(), True), StructField('ARRIVAL_FLIGHT_TIMESTAMP', TimestampType(), True), StructField('PREV_DEP_DELAY', FloatType(), True), StructField('PREV_DEPARTURE_TIMESTAMP', TimestampType(), True), StructField('PREV_ARR_DELAY', StringType(), True), StructField('PREV_ARRIVAL_TIMESTAMP', TimestampType(), True), StructField('time_between_flights', DoubleType(), True), StructField('PREV_DEP_15', IntegerType(), True), StructField('AVG_DELAY_ORIGIN_LAST_12', DoubleType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_12', DoubleType(), True), StructField('AVG_DELAY_ORIGIN_LAST_6', DoubleType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_6', DoubleType(), True), StructField('AVG_DELAY_ORIGIN_LAST_3', FloatType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_3', FloatType(), True), StructField('AVG_DELAY_ORIGIN_LAST_1', DoubleType(), True), StructField('PER_DELAY_15_ORIGIN_LAST_1', DoubleType(), True), StructField('ORIGIN_FLIGHT_TIMESTAMP_ACT', TimestampType(), True), StructField('hour_stamp_act', TimestampType(), True), StructField('Q', LongType(), True), StructField('Qs', LongType(), True), StructField('Q1h_sum', LongType(), True), StructField('Qs1h_sum', LongType(), True), StructField('R1h', DoubleType(), False), StructField('Q2h_sum', LongType(), True), StructField('Qs2h_sum', LongType(), True), StructField('R2h', DoubleType(), False), StructField('Q3h_sum', LongType(), True), StructField('Qs3h_sum', LongType(), True), StructField('R3h', DoubleType(), False), StructField('Q4h_sum', LongType(), True), StructField('Qs4h_sum', LongType(), True), StructField('R4h', DoubleType(), False), StructField('Q5h_sum', LongType(), True), StructField('Qs5h_sum', LongType(), True), StructField('R5h', DoubleType(), False), StructField('Q6h_sum', LongType(), True), StructField('Qs6h_sum', LongType(), True), StructField('R6h', DoubleType(), False), StructField('Q7h_sum', LongType(), True), StructField('Qs7h_sum', LongType(), True), StructField('R7h', DoubleType(), False), StructField('Q8h_sum', LongType(), True), StructField('Qs8h_sum', LongType(), True), StructField('R8h', DoubleType(), False), StructField('Q9h_sum', LongType(), True), StructField('Qs9h_sum', LongType(), True), StructField('R9h', DoubleType(), False), StructField('Q10h_sum', LongType(), True), StructField('Qs10h_sum', LongType(), True), StructField('R10h', FloatType(), False), StructField('Q11h_sum', LongType(), True), StructField('Qs11h_sum', LongType(), True), StructField('R11h', DoubleType(), False), StructField('Q12h_sum', LongType(), True), StructField('Qs12h_sum', LongType(), True), StructField('R12h', FloatType(), False), StructField('N', LongType(), True), StructField('N1h_sum', LongType(), True), StructField('N2h_sum', LongType(), True), StructField('N3h_sum', LongType(), True), StructField('N4h_sum', LongType(), True), StructField('N5h_sum', FloatType(), False), StructField('N6h_sum', LongType(), True), StructField('N7h_sum', LongType(), True), StructField('N8h_sum', LongType(), True), StructField('N9h_sum', LongType(), True), StructField('N10h_sum', LongType(), True), StructField('N11h_sum', LongType(), True), StructField('N12h_sum', LongType(), True), StructField('PageRank_origin', DoubleType(), True), StructField('PageRank_dest', DoubleType(), True), StructField('delay_state', IntegerType(), True), StructField('HOUR_DEPT', StringType(), True), StructField('PREV_DEP_DELAY_vec', VectorUDT(), True), StructField('AVG_DELAY_ORIGIN_LAST_3_vec', VectorUDT(), True), StructField('PER_DELAY_15_ORIGIN_LAST_3_vec', VectorUDT(), True), StructField('ORIGIN_HourlyWindSpeed_vec', VectorUDT(), True), StructField('ORIGIN_HourlyDryBulbTemperature_vec', VectorUDT(), True), StructField('ORIGIN_HourlyVisibility_vec', VectorUDT(), True), StructField('N5h_sum_vec', VectorUDT(), True), StructField('R10h_vec', VectorUDT(), True), StructField('R12h_vec', VectorUDT(), True), StructField('OP_UNIQUE_CARRIER_indexed', DoubleType(), False), StructField('ORIGIN_TS_indexed', DoubleType(), False), StructField('ORIGIN_SNOW_indexed', DoubleType(), False), StructField('DEST_SNOW_indexed', DoubleType(), False), StructField('delay_state_indexed', DoubleType(), False), StructField('OP_UNIQUE_CARRIER_OHE', VectorUDT(), True), StructField('ORIGIN_TS_OHE', VectorUDT(), True), StructField('ORIGIN_SNOW_OHE', VectorUDT(), True), StructField('DEST_SNOW_OHE', VectorUDT(), True), StructField('delay_state_OHE', VectorUDT(), True), StructField('cat_features', VectorUDT(), True), StructField('features', VectorUDT(), True), StructField('rawPrediction', VectorUDT(), True), StructField('probability', VectorUDT(), True), StructField('prediction', DoubleType(), False)])","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["pred_result_gbt.schema"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"139655b1-8c80-466c-8ca2-c2ac916baf82","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["2022/12/05 22:05:53 WARNING mlflow.utils.environment: Encountered an unexpected error while inferring pip requirements (model URI: /tmp/modelgbt, flavor: spark), fall back to return ['pyspark==3.3.0']. Set logging level to DEBUG to see the full traceback.\n","2022/12/05 22:05:53 DEBUG mlflow.utils.environment: \n","Traceback (most recent call last):\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/environment.py\", line 378, in infer_pip_requirements\n"," return _infer_requirements(model_uri, flavor)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 361, in _infer_requirements\n"," modules = _capture_imported_modules(model_uri, flavor)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 266, in _capture_imported_modules\n"," _run_command(\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 218, in _run_command\n"," raise MlflowException(msg)\n","mlflow.exceptions.MlflowException: Encountered an unexpected error while running ['/local_disk0/.ephemeral_nfs/envs/pythonEnv-d957a857-fb2e-4dcb-abb2-326a6bc4a81e/bin/python', '/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py', '--model-path', '/tmp/modelgbt', '--flavor', 'spark', '--output-file', '/tmp/tmp1yjf8hny/imported_modules.txt', '--sys-path', '[\"/databricks/python_shell/scripts\", \"/databricks/python/lib/python3.9/site-packages/git/ext/gitdb\", \"/local_disk0/spark-84cab5d7-964a-45a1-b646-b7c69f477cdc/userFiles-c33e3b2f-f21d-497d-a7a4-a823c9cd7cab\", \"/databricks/spark/python\", \"/databricks/spark/python/lib/py4j-0.10.9.5-src.zip\", \"/databricks/jars/spark--driver--driver-spark_3.3_2.12_deploy.jar\", \"/databricks/jars/spark--maven-trees--ml--11.x--graphframes--org.graphframes--graphframes_2.12--org.graphframes__graphframes_2.12__0.8.2-db1-spark3.2.jar\", \"/databricks/python_shell\", \"/usr/lib/python39.zip\", \"/usr/lib/python3.9\", \"/usr/lib/python3.9/lib-dynload\", \"\", \"/local_disk0/.ephemeral_nfs/envs/pythonEnv-d957a857-fb2e-4dcb-abb2-326a6bc4a81e/lib/python3.9/site-packages\", \"/local_disk0/.ephemeral_nfs/cluster_libraries/python/lib/python3.9/site-packages\", \"/databricks/python/lib/python3.9/site-packages\", \"/usr/local/lib/python3.9/dist-packages\", \"/usr/lib/python3/dist-packages\", \"/databricks/.python_edge_libs\", \"/databricks/python/lib/python3.9/site-packages/IPython/extensions\", \"/home/spark-d957a857-fb2e-4dcb-abb2-32/.ipython\", \"/databricks/python/lib/python3.9/site-packages/gitdb/ext/smmap\"]']\n","exit status: 1\n","stdout: \n","stderr: Traceback (most recent call last):\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 162, in \n"," main()\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 137, in main\n"," mlflow.pyfunc.load_model(model_path)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/pyfunc/__init__.py\", line 484, in load_model\n"," model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 134, in _load_pyfunc_patch\n"," return original(*args, **kwargs)\n"," File \"/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\", line 821, in _load_pyfunc\n"," pyspark.sql.SparkSession.builder.config(\"spark.python.worker.reuse\", True)\n"," File \"/databricks/spark/python/pyspark/sql/session.py\", line 274, in getOrCreate\n"," else SparkContext.getOrCreate(sparkConf)\n"," File \"/databricks/spark/python/pyspark/context.py\", line 531, in getOrCreate\n"," SparkContext(conf=conf or SparkConf())\n"," File \"/databricks/spark/python/pyspark/context.py\", line 199, in __init__\n"," SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)\n"," File \"/databricks/spark/python/pyspark/context.py\", line 465, in _ensure_initialized\n"," SparkContext._gateway = gateway or launch_gateway(conf)\n"," File \"/databricks/spark/python/pyspark/java_gateway.py\", line 96, in launch_gateway\n"," proc = Popen(command, **popen_kwargs)\n"," File \"/usr/lib/python3.9/subprocess.py\", line 951, in __init__\n"," self._execute_child(args, executable, preexec_fn, close_fds,\n"," File \"/usr/lib/python3.9/subprocess.py\", line 1821, in _execute_child\n"," raise child_exception_type(errno_num, err_msg, err_filename)\n","PermissionError: [Errno 13] Permission denied: '/databricks/spark/./bin/spark-submit'\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"2022/12/05 22:05:53 WARNING mlflow.utils.environment: Encountered an unexpected error while inferring pip requirements (model URI: /tmp/modelgbt, flavor: spark), fall back to return ['pyspark==3.3.0']. Set logging level to DEBUG to see the full traceback.\n2022/12/05 22:05:53 DEBUG mlflow.utils.environment: \nTraceback (most recent call last):\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/environment.py\", line 378, in infer_pip_requirements\n return _infer_requirements(model_uri, flavor)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 361, in _infer_requirements\n modules = _capture_imported_modules(model_uri, flavor)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 266, in _capture_imported_modules\n _run_command(\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/requirements_utils.py\", line 218, in _run_command\n raise MlflowException(msg)\nmlflow.exceptions.MlflowException: Encountered an unexpected error while running ['/local_disk0/.ephemeral_nfs/envs/pythonEnv-d957a857-fb2e-4dcb-abb2-326a6bc4a81e/bin/python', '/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py', '--model-path', '/tmp/modelgbt', '--flavor', 'spark', '--output-file', '/tmp/tmp1yjf8hny/imported_modules.txt', '--sys-path', '[\"/databricks/python_shell/scripts\", \"/databricks/python/lib/python3.9/site-packages/git/ext/gitdb\", \"/local_disk0/spark-84cab5d7-964a-45a1-b646-b7c69f477cdc/userFiles-c33e3b2f-f21d-497d-a7a4-a823c9cd7cab\", \"/databricks/spark/python\", \"/databricks/spark/python/lib/py4j-0.10.9.5-src.zip\", \"/databricks/jars/spark--driver--driver-spark_3.3_2.12_deploy.jar\", \"/databricks/jars/spark--maven-trees--ml--11.x--graphframes--org.graphframes--graphframes_2.12--org.graphframes__graphframes_2.12__0.8.2-db1-spark3.2.jar\", \"/databricks/python_shell\", \"/usr/lib/python39.zip\", \"/usr/lib/python3.9\", \"/usr/lib/python3.9/lib-dynload\", \"\", \"/local_disk0/.ephemeral_nfs/envs/pythonEnv-d957a857-fb2e-4dcb-abb2-326a6bc4a81e/lib/python3.9/site-packages\", \"/local_disk0/.ephemeral_nfs/cluster_libraries/python/lib/python3.9/site-packages\", \"/databricks/python/lib/python3.9/site-packages\", \"/usr/local/lib/python3.9/dist-packages\", \"/usr/lib/python3/dist-packages\", \"/databricks/.python_edge_libs\", \"/databricks/python/lib/python3.9/site-packages/IPython/extensions\", \"/home/spark-d957a857-fb2e-4dcb-abb2-32/.ipython\", \"/databricks/python/lib/python3.9/site-packages/gitdb/ext/smmap\"]']\nexit status: 1\nstdout: \nstderr: Traceback (most recent call last):\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 162, in \n main()\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 137, in main\n mlflow.pyfunc.load_model(model_path)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/pyfunc/__init__.py\", line 484, in load_model\n model_impl = importlib.import_module(conf[MAIN])._load_pyfunc(data_path)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/utils/_capture_modules.py\", line 134, in _load_pyfunc_patch\n return original(*args, **kwargs)\n File \"/databricks/python/lib/python3.9/site-packages/mlflow/spark.py\", line 821, in _load_pyfunc\n pyspark.sql.SparkSession.builder.config(\"spark.python.worker.reuse\", True)\n File \"/databricks/spark/python/pyspark/sql/session.py\", line 274, in getOrCreate\n else SparkContext.getOrCreate(sparkConf)\n File \"/databricks/spark/python/pyspark/context.py\", line 531, in getOrCreate\n SparkContext(conf=conf or SparkConf())\n File \"/databricks/spark/python/pyspark/context.py\", line 199, in __init__\n SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)\n File \"/databricks/spark/python/pyspark/context.py\", line 465, in _ensure_initialized\n SparkContext._gateway = gateway or launch_gateway(conf)\n File \"/databricks/spark/python/pyspark/java_gateway.py\", line 96, in launch_gateway\n proc = Popen(command, **popen_kwargs)\n File \"/usr/lib/python3.9/subprocess.py\", line 951, in __init__\n self._execute_child(args, executable, preexec_fn, close_fds,\n File \"/usr/lib/python3.9/subprocess.py\", line 1821, in _execute_child\n raise child_exception_type(errno_num, err_msg, err_filename)\nPermissionError: [Errno 13] Permission denied: '/databricks/spark/./bin/spark-submit'\n\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["import mlflow.spark\n","import logging\n","logging.getLogger(\"mlflow\").setLevel(logging.DEBUG)\n","\n","path = \"/tmp/modelgbt\"\n","mlflow.spark.save_model(spark_model=gbtModel , path=path)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"06163a65-a57c-4d1d-8fb5-a8e8cc0eea02","showTitle":false,"title":""}},"outputs":[],"source":["# !mkdir /dbfs/models/team20_models\n","!cp -r /tmp/modelgbt /dbfs/team20_models\n","!cp -r /dbfs/models/team20_models /tmp/modelgbt_import"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"27085754-2796-4a02-a96f-056c3b805e0c","showTitle":false,"title":""}},"source":["## Evaluate GBT Model"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5b4103cd-51f9-4829-b203-2faacb660a13","showTitle":false,"title":""}},"source":["## Plot ROC Curve"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"edadcad2-c157-4eab-9af7-304826c18c44","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtrainingSummary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgbtModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mroc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtrainingSummary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtoPandas\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 3\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'FPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'TPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 4\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mylabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'False Positive Rate'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 5\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxlabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'True Positive Rate'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'summary'"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtrainingSummary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgbtModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msummary\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mroc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtrainingSummary\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtoPandas\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'FPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mroc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'TPR'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mylabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'False Positive Rate'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxlabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'True Positive Rate'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;31mAttributeError\u001b[0m: 'PipelineModel' object has no attribute 'summary'","errorSummary":"AttributeError: 'PipelineModel' object has no attribute 'summary'","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["trainingSummary = gbtModel.summary\n","roc = trainingSummary.roc.toPandas()\n","plt.plot(roc['FPR'],roc['TPR'])\n","plt.ylabel('False Positive Rate')\n","plt.xlabel('True Positive Rate')\n","plt.title('ROC Curve')\n","plt.show()\n","print('Training set areaUnderROC: ' + str(trainingSummary.areaUnderROC))"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"7780c1d5-2826-4d23-b57a-ef5b4069fd4d","showTitle":false,"title":""}},"source":["# MLP"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"50c6ef3d-94a4-4241-8da4-43e0bd454382","showTitle":false,"title":""}},"source":["## Train MLP Model (RUN GBT FIRST!)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"1a294bb9-5d7d-446a-bc80-1118b8c47b25","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Parameters: {'maxIter': 100, 'layers': [44, 44, 44, 44]}\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Parameters: {'maxIter': 100, 'layers': [44, 44, 44, 44]}\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 16\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 17\u001b[0;31m mlp_best_parameters, mlp_best_score = blocktimeSeriesCV(parquet_string='full',\n","\u001b[0m\u001b[1;32m 18\u001b[0m \u001b[0msampling\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 19\u001b[0m \u001b[0mparam_grid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparamGrid_mlp\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m\u001b[0m in \u001b[0;36mblocktimeSeriesCV\u001b[0;34m(parquet_string, sampling, param_grid, pipeline_fn, model_type, k, metric)\u001b[0m\n","\u001b[1;32m 41\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 42\u001b[0m \u001b[0;31m# Fit params on the model\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 43\u001b[0;31m \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 44\u001b[0m \u001b[0mdev_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdev_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 45\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/python_shell/dbruntime/MLWorkloadsInstrumentation/_pyspark.py\u001b[0m in \u001b[0;36mpatched_method\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n","\u001b[1;32m 28\u001b[0m \u001b[0mcall_succeeded\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 29\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m---> 30\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moriginal_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m 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**kw)\u001b[0m\n","\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n","\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\n","\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o240396.fit.\n",": org.apache.spark.SparkException: Job aborted due to stage failure: Task 14 in stage 22259.0 failed 4 times, most recent failure: Lost task 14.3 in stage 22259.0 (TID 1128023) (10.139.64.51 executor 194): java.lang.ArrayIndexOutOfBoundsException\n","\tat java.lang.System.arraycopy(Native Method)\n","\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4(Layer.scala:665)\n","\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4$adapted(Layer.scala:664)\n","\tat scala.collection.immutable.List.foreach(List.scala:431)\n","\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$3(Layer.scala:664)\n","\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n","\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:224)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n","\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n","\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n","\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n","\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n","\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n","\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n","\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n","\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\tat java.lang.Thread.run(Thread.java:750)\n","\n","Driver stacktrace:\n","\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3312)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3244)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3235)\n","\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n","\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n","\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n","\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3235)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1424)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1424)\n","\tat scala.Option.foreach(Option.scala:407)\n","\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1424)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3524)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3462)\n","\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3450)\n","\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n","\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$runJob$1(DAGScheduler.scala:1169)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n","\tat org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:1157)\n","\tat org.apache.spark.SparkContext.runJobInternal(SparkContext.scala:2713)\n","\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2696)\n","\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2734)\n","\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2753)\n","\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2778)\n","\tat org.apache.spark.rdd.RDD.count(RDD.scala:1284)\n","\tat org.apache.spark.mllib.optimization.LBFGS$.runLBFGS(LBFGS.scala:195)\n","\tat org.apache.spark.mllib.optimization.LBFGS.optimizeWithLossReturned(LBFGS.scala:154)\n","\tat org.apache.spark.ml.ann.FeedForwardTrainer.train(Layer.scala:855)\n","\tat org.apache.spark.ml.classification.MultilayerPerceptronClassifier.$anonfun$train$1(MultilayerPerceptronClassifier.scala:228)\n","\tat org.apache.spark.ml.util.Instrumentation$.$anonfun$instrumented$1(Instrumentation.scala:284)\n","\tat scala.util.Try$.apply(Try.scala:213)\n","\tat org.apache.spark.ml.util.Instrumentation$.instrumented(Instrumentation.scala:284)\n","\tat org.apache.spark.ml.classification.MultilayerPerceptronClassifier.train(MultilayerPerceptronClassifier.scala:184)\n","\tat org.apache.spark.ml.classification.MultilayerPerceptronClassifier.train(MultilayerPerceptronClassifier.scala:93)\n","\tat org.apache.spark.ml.Predictor.fit(Predictor.scala:151)\n","\tat sun.reflect.GeneratedMethodAccessor609.invoke(Unknown Source)\n","\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\n","\tat java.lang.reflect.Method.invoke(Method.java:498)\n","\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\n","\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:380)\n","\tat py4j.Gateway.invoke(Gateway.java:306)\n","\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n","\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n","\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n","\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n","\tat java.lang.Thread.run(Thread.java:750)\n","Caused by: java.lang.ArrayIndexOutOfBoundsException\n","\tat java.lang.System.arraycopy(Native Method)\n","\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4(Layer.scala:665)\n","\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4$adapted(Layer.scala:664)\n","\tat scala.collection.immutable.List.foreach(List.scala:431)\n","\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$3(Layer.scala:664)\n","\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n","\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:224)\n","\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n","\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n","\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n","\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n","\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n","\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n","\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n","\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n","\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n","\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n","\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n","\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n","\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n","\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n","\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n","\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n","\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n","\t... 1 more\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JJavaError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 17\u001b[0;31m mlp_best_parameters, mlp_best_score = blocktimeSeriesCV(parquet_string='full',\n\u001b[0m\u001b[1;32m 18\u001b[0m \u001b[0msampling\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'down'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[0mparam_grid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparamGrid_mlp\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m\u001b[0m in \u001b[0;36mblocktimeSeriesCV\u001b[0;34m(parquet_string, sampling, param_grid, pipeline_fn, model_type, k, metric)\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[0;31m# Fit params on the model\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 43\u001b[0;31m \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 44\u001b[0m \u001b[0mdev_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdev_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 45\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python_shell/dbruntime/MLWorkloadsInstrumentation/_pyspark.py\u001b[0m in \u001b[0;36mpatched_method\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 28\u001b[0m \u001b[0mcall_succeeded\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 29\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 30\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moriginal_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 31\u001b[0m \u001b[0mcall_succeeded\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 32\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/base.py\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, dataset, params)\u001b[0m\n\u001b[1;32m 203\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataset\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 204\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 205\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataset\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 206\u001b[0m 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135\u001b[0m \u001b[0mtransformers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 136\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0mindexOfLastEstimator\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/python_shell/dbruntime/MLWorkloadsInstrumentation/_pyspark.py\u001b[0m in \u001b[0;36mpatched_method\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 28\u001b[0m \u001b[0mcall_succeeded\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 29\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 30\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moriginal_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 31\u001b[0m \u001b[0mcall_succeeded\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 32\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/ml/base.py\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, dataset, params)\u001b[0m\n\u001b[1;32m 203\u001b[0m \u001b[0;32mreturn\u001b[0m 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381\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 382\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_fit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdataset\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDataFrame\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mJM\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 383\u001b[0;31m \u001b[0mjava_model\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fit_java\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataset\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 384\u001b[0m \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_create_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mjava_model\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 385\u001b[0m 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get_return_value(\n\u001b[0m\u001b[1;32m 1322\u001b[0m answer, self.gateway_client, self.target_id, self.name)\n\u001b[1;32m 1323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOUTPUT_CONVERTER\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgateway_client\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 325\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0manswer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mREFERENCE_TYPE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 326\u001b[0;31m raise Py4JJavaError(\n\u001b[0m\u001b[1;32m 327\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\n\u001b[0;31mPy4JJavaError\u001b[0m: An error occurred while calling o240396.fit.\n: org.apache.spark.SparkException: Job aborted due to stage failure: Task 14 in stage 22259.0 failed 4 times, most recent failure: Lost task 14.3 in stage 22259.0 (TID 1128023) (10.139.64.51 executor 194): java.lang.ArrayIndexOutOfBoundsException\n\tat java.lang.System.arraycopy(Native Method)\n\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4(Layer.scala:665)\n\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4$adapted(Layer.scala:664)\n\tat scala.collection.immutable.List.foreach(List.scala:431)\n\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$3(Layer.scala:664)\n\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:224)\n\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:750)\n\nDriver stacktrace:\n\tat org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:3312)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:3244)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:3235)\n\tat scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)\n\tat scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)\n\tat scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)\n\tat org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:3235)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1424)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1424)\n\tat scala.Option.foreach(Option.scala:407)\n\tat org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1424)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3524)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3462)\n\tat org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:3450)\n\tat org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:51)\n\tat org.apache.spark.scheduler.DAGScheduler.$anonfun$runJob$1(DAGScheduler.scala:1169)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.FrameProfiler$.record(FrameProfiler.scala:80)\n\tat org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:1157)\n\tat org.apache.spark.SparkContext.runJobInternal(SparkContext.scala:2713)\n\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2696)\n\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2734)\n\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2753)\n\tat org.apache.spark.SparkContext.runJob(SparkContext.scala:2778)\n\tat org.apache.spark.rdd.RDD.count(RDD.scala:1284)\n\tat org.apache.spark.mllib.optimization.LBFGS$.runLBFGS(LBFGS.scala:195)\n\tat org.apache.spark.mllib.optimization.LBFGS.optimizeWithLossReturned(LBFGS.scala:154)\n\tat org.apache.spark.ml.ann.FeedForwardTrainer.train(Layer.scala:855)\n\tat org.apache.spark.ml.classification.MultilayerPerceptronClassifier.$anonfun$train$1(MultilayerPerceptronClassifier.scala:228)\n\tat org.apache.spark.ml.util.Instrumentation$.$anonfun$instrumented$1(Instrumentation.scala:284)\n\tat scala.util.Try$.apply(Try.scala:213)\n\tat org.apache.spark.ml.util.Instrumentation$.instrumented(Instrumentation.scala:284)\n\tat org.apache.spark.ml.classification.MultilayerPerceptronClassifier.train(MultilayerPerceptronClassifier.scala:184)\n\tat org.apache.spark.ml.classification.MultilayerPerceptronClassifier.train(MultilayerPerceptronClassifier.scala:93)\n\tat org.apache.spark.ml.Predictor.fit(Predictor.scala:151)\n\tat sun.reflect.GeneratedMethodAccessor609.invoke(Unknown Source)\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\n\tat java.lang.reflect.Method.invoke(Method.java:498)\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:380)\n\tat py4j.Gateway.invoke(Gateway.java:306)\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\n\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n\tat java.lang.Thread.run(Thread.java:750)\nCaused by: java.lang.ArrayIndexOutOfBoundsException\n\tat java.lang.System.arraycopy(Native Method)\n\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4(Layer.scala:665)\n\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$4$adapted(Layer.scala:664)\n\tat scala.collection.immutable.List.foreach(List.scala:431)\n\tat org.apache.spark.ml.ann.DataStacker.$anonfun$stack$3(Layer.scala:664)\n\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n\tat scala.collection.Iterator$$anon$10.next(Iterator.scala:461)\n\tat org.apache.spark.storage.memory.MemoryStore.putIterator(MemoryStore.scala:224)\n\tat org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:302)\n\tat org.apache.spark.storage.BlockManager.$anonfun$doPutIterator$1(BlockManager.scala:1542)\n\tat org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doPut(BlockManager.scala:1469)\n\tat org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1533)\n\tat org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:1352)\n\tat org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:383)\n\tat org.apache.spark.rdd.RDD.iterator(RDD.scala:334)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$3(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.$anonfun$runTask$1(ResultTask.scala:75)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:55)\n\tat org.apache.spark.scheduler.Task.doRunTask(Task.scala:169)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$4(Task.scala:137)\n\tat com.databricks.unity.EmptyHandle$.runWithAndClose(UCSHandle.scala:104)\n\tat org.apache.spark.scheduler.Task.$anonfun$run$1(Task.scala:137)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.scheduler.Task.run(Task.scala:96)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$13(Executor.scala:902)\n\tat org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1696)\n\tat org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:905)\n\tat scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)\n\tat com.databricks.spark.util.ExecutorFrameProfiler$.record(ExecutorFrameProfiler.scala:110)\n\tat org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:760)\n\tat java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n\tat java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\t... 1 more\n","errorSummary":"org.apache.spark.SparkException: Job aborted due to stage failure: Task 14 in stage 22259.0 failed 4 times, most recent failure: Lost task 14.3 in stage 22259.0 (TID 1128023) (10.139.64.51 executor 194): java.lang.ArrayIndexOutOfBoundsException","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# USED TO FIND NUMBER OF FEATURES\n","\n","feature_names = pred_result_gbt.schema[\"features\"].metadata[\"ml_attr\"][\"attrs\"]\n","feature_names_dict={}\n","for key in feature_names.keys():\n"," for i in range(len(feature_names[key])):\n"," feature_names_dict[feature_names[key][i]['idx']]= feature_names[key][i]['name']\n","feature_length = len(feature_names_dict)\n","\n","paramGrid_mlp = {'maxIter': [100],\n"," 'layers': [\n"," [feature_length] * 4\n"," ]\n"," }\n","\n","\n","mlp_best_parameters, mlp_best_score = blocktimeSeriesCV(parquet_string='full',\n"," sampling='down',\n"," param_grid = paramGrid_mlp,\n"," pipeline_fn = scaled_pipeline, \n"," model_type='mlp', \n"," k=2, \n"," metric='f2'\n"," )"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a3e06891-47a6-4640-816b-88023797eff6","showTitle":false,"title":""}},"source":["## Evaluate MLP Model"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"745a0f08-7aae-4262-81f4-05384cc6b2a5","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":[""]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"","errorSummary":"Cancelled","errorTraceType":"html","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["mlp_best_parameters = {'maxIter': 100,\n"," 'layers': [\n"," 44, 44, 44, 44\n"," ]\n"," }\n","\n","\n","mlpModel, pred_result_mlp = validation(full_train_df, full_test_df, sampling ='down',\n"," model_type = 'mlp', \n"," best_parameters = mlp_best_parameters, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"testing MLP/ignore\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"ae89a063-a6c4-4a36-8cf2-c02c327fc55c","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of mlp\n"," Train Test\n","ROC AUC 0.748 0.755\n","F2 Score 0.637 0.533\n","Recall 0.619 0.589\n","Precision 0.716 0.388\n","Accuracy 0.687 0.769\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of mlp\n Train Test\nROC AUC 0.748 0.755\nF2 Score 0.637 0.533\nRecall 0.619 0.589\nPrecision 0.716 0.388\nAccuracy 0.687 0.769\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlp_best_parameters = {'maxIter': 100,\n"," 'layers': [\n"," 44, 44, 2\n"," ]\n"," }\n","\n","\n","mlpModel, pred_result_mlp = validation(full_train_df, full_test_df, sampling ='down',\n"," model_type = 'mlp', \n"," best_parameters = mlp_best_parameters, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"MLP top 3 features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6f0706d4-4bce-4a85-8250-6a1a6a926673","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of mlp\n"," Train Test\n","ROC AUC 0.736 0.743\n","F2 Score 0.641 0.519\n","Recall 0.629 0.584\n","Precision 0.693 0.360\n","Accuracy 0.675 0.749\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of mlp\n Train Test\nROC AUC 0.736 0.743\nF2 Score 0.641 0.519\nRecall 0.629 0.584\nPrecision 0.693 0.360\nAccuracy 0.675 0.749\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlp_best_parameters = {'maxIter': 100,\n"," 'layers': [\n"," 44, 22, 22, 2\n"," ]\n"," }\n","\n","\n","mlpModel, pred_result_mlp = validation(full_train_df, full_test_df, sampling ='down',\n"," model_type = 'mlp', \n"," best_parameters = mlp_best_parameters, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"MLP top 3 features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"361a2a78-6be2-4717-91ed-129343fa2b25","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of mlp\n"," Train Test\n","ROC AUC 0.721 0.728\n","F2 Score 0.639 0.512\n","Recall 0.631 0.598\n","Precision 0.673 0.324\n","Accuracy 0.662 0.716\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of mlp\n Train Test\nROC AUC 0.721 0.728\nF2 Score 0.639 0.512\nRecall 0.631 0.598\nPrecision 0.673 0.324\nAccuracy 0.662 0.716\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlp_best_parameters = {'maxIter': 100,\n"," 'layers': [\n"," 44, 44, 22, 2\n"," ]\n"," }\n","\n","\n","mlpModel, pred_result_mlp = validation(full_train_df, full_test_df, sampling ='down',\n"," model_type = 'mlp', \n"," best_parameters = mlp_best_parameters, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"MLP top 3 features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"9b4e6130-2158-469c-997e-86db72a4a2ba","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n"," CV Result of mlp\n"," Train Test\n","ROC AUC 0.742 0.741\n","F2 Score 0.645 0.522\n","Recall 0.633 0.590\n","Precision 0.700 0.356\n","Accuracy 0.681 0.745\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"Deprecated in 3.0.0. Use SparkSession.builder.getOrCreate() instead.\n CV Result of mlp\n Train Test\nROC AUC 0.742 0.741\nF2 Score 0.645 0.522\nRecall 0.633 0.590\nPrecision 0.700 0.356\nAccuracy 0.681 0.745\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"},{"data":{"image/png":"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"},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"data:image/png;base64,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\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"image"}},"output_type":"display_data"},{"data":{"text/plain":["'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"'MultilayerPerceptronClassificationModel' object has no attribute 'featureImportances'\n","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"ansi"}},"output_type":"display_data"}],"source":["mlp_best_parameters = {'maxIter': 100,\n"," 'layers': [\n"," 44, 100, 2\n"," ]\n"," }\n","\n","\n","mlpModel, pred_result_mlp = validation(full_train_df, full_test_df, sampling ='down',\n"," model_type = 'mlp', \n"," best_parameters = mlp_best_parameters, \n"," pipeline_fn = scaled_pipeline,\n"," comments = \"MLP top 3 features\"\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"aa09979b-e95c-4e45-9e53-db8f83bc6b45","showTitle":false,"title":""}},"outputs":[],"source":["# # https://github.com/maxpumperla/elephas\n","\n","# !pip install elephas"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a98e2f78-324f-4028-90c9-818515c7b076","showTitle":false,"title":""}},"outputs":[{"data":{"text/plain":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n","\u001b[0;31mPy4JError\u001b[0m Traceback (most recent call last)\n","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n","\u001b[1;32m 1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpyspark\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m----> 2\u001b[0;31m \u001b[0mconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetAppName\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Elephas_App'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetMaster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'local[8]'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0msc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/conf.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, loadDefaults, _jvm, _jconf)\u001b[0m\n","\u001b[1;32m 129\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m_jvm\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 130\u001b[0m \u001b[0;31m# JVM is created, so create self._jconf directly through JVM\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 131\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_jvm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloadDefaults\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 132\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 133\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n","\u001b[1;32m 1583\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 1584\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_gateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m-> 1585\u001b[0;31m return_value = get_return_value(\n","\u001b[0m\u001b[1;32m 1586\u001b[0m answer, self._gateway_client, None, self._fqn)\n","\u001b[1;32m 1587\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n","\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\n","\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n","\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n","\u001b[1;32m 329\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m--> 330\u001b[0;31m raise Py4JError(\n","\u001b[0m\u001b[1;32m 331\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}. Trace:\\n{3}\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[1;32m 332\u001b[0m format(target_id, \".\", name, value))\n","\n","\u001b[0;31mPy4JError\u001b[0m: An error occurred while calling None.org.apache.spark.SparkConf. Trace:\n","py4j.security.Py4JSecurityException: Constructor public org.apache.spark.SparkConf(boolean) is not whitelisted.\n","\tat py4j.security.WhitelistingPy4JSecurityManager.checkConstructor(WhitelistingPy4JSecurityManager.java:451)\n","\tat py4j.Gateway.invoke(Gateway.java:256)\n","\tat py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)\n","\tat py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)\n","\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n","\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n","\tat java.lang.Thread.run(Thread.java:748)\n","\n"]},"metadata":{"application/vnd.databricks.v1+output":{"arguments":{},"data":"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mPy4JError\u001b[0m Traceback (most recent call last)\n\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpyspark\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetAppName\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Elephas_App'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetMaster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'local[8]'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0msc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSparkContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/conf.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, loadDefaults, _jvm, _jconf)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m_jvm\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 130\u001b[0m \u001b[0;31m# JVM is created, so create self._jconf directly through JVM\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 131\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_jconf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_jvm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSparkConf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mloadDefaults\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 132\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_conf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 133\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1583\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1584\u001b[0m \u001b[0manswer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_gateway_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1585\u001b[0;31m return_value = get_return_value(\n\u001b[0m\u001b[1;32m 1586\u001b[0m answer, self._gateway_client, None, self._fqn)\n\u001b[1;32m 1587\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/pyspark/sql/utils.py\u001b[0m in \u001b[0;36mdeco\u001b[0;34m(*a, **kw)\u001b[0m\n\u001b[1;32m 194\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 196\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 197\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mPy4JJavaError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0mconverted\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconvert_exception\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\n\u001b[0;32m/databricks/spark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[0;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[1;32m 328\u001b[0m format(target_id, \".\", name), value)\n\u001b[1;32m 329\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 330\u001b[0;31m raise Py4JError(\n\u001b[0m\u001b[1;32m 331\u001b[0m \u001b[0;34m\"An error occurred while calling {0}{1}{2}. Trace:\\n{3}\\n\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 332\u001b[0m format(target_id, \".\", name, value))\n\n\u001b[0;31mPy4JError\u001b[0m: An error occurred while calling None.org.apache.spark.SparkConf. Trace:\npy4j.security.Py4JSecurityException: Constructor public org.apache.spark.SparkConf(boolean) is not whitelisted.\n\tat py4j.security.WhitelistingPy4JSecurityManager.checkConstructor(WhitelistingPy4JSecurityManager.java:451)\n\tat py4j.Gateway.invoke(Gateway.java:256)\n\tat py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)\n\tat py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)\n\tat py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:195)\n\tat py4j.ClientServerConnection.run(ClientServerConnection.java:115)\n\tat java.lang.Thread.run(Thread.java:748)\n\n","errorSummary":"py4j.security.Py4JSecurityException: Constructor public org.apache.spark.SparkConf(boolean) is not whitelisted.","errorTraceType":"ansi","metadata":{},"type":"ipynbError"}},"output_type":"display_data"}],"source":["# from pyspark import SparkContext, SparkConf\n","# conf = SparkConf().setAppName('Elephas_App').setMaster('local[8]')\n","# sc = SparkContext(conf=conf)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"09061676-16cc-4900-9063-b187205662b8","showTitle":false,"title":""}},"source":["# Ensemble"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"0dc69c8b-a037-4252-a39c-7cc80977ddbf","showTitle":false,"title":""}},"outputs":[],"source":["evaluate_ensemble_models([pred_result_dt, pred_result_rf, pred_result_gbt, pred_result_mlp])"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[],"language":"python","notebookMetadata":{"pythonIndentUnit":4},"notebookName":"w261_modelling_dev-modeltuning","notebookOrigID":1215577238262005,"widgets":{}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}