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Copy pathChart Date Frequency Group By Hour.linq
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Chart Date Frequency Group By Hour.linq
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<Query Kind="Program" />
/*
Illustration of folding dates/values by modulus
i.e. grouping items by ranges: over a period of time group items by hours
The basic methodology to grouping modulus values is
- subtract the modulus restult from the grouping value to 'normalize' it
- generate a continuity of the 'normalized' values
- join groupd values to continuity
- you can generate a graph or aggregate report
*/
void Main()
{
var series = GetDates();
var groups = series.GroupBy(x =>
{
var stamp = x;
stamp = stamp.AddMinutes(-(stamp.Minute % 60));
stamp = stamp.AddMilliseconds(-stamp.Millisecond - 1000 * stamp.Second);
return stamp;
})
.Select(g => new { TimeStamp = g.Key, Value = g.Count() });
var baseDateTime = groups.Min(g => g.TimeStamp);
var maxxDateTime = groups.Max(g => g.TimeStamp);
var normalizedSpan = Enumerable.Range(0,(int)(maxxDateTime-baseDateTime).TotalHours);
var baseDateTimeRange = normalizedSpan.Select(s => baseDateTime.AddHours(s));
var results = (from d in baseDateTimeRange
join i in groups.DefaultIfEmpty() on d equals i.TimeStamp
select new {d,i}
);
results.Chart(r => r.d, r => r.i.Value, LINQPad.Util.SeriesType.Line ).Dump();
}
public List<DateTime> GetDates()
{
var dateStrings = new List<string>(){
"2019-02-15 00:01:12.247"
,"2019-02-15 00:16:02.687"
,"2019-02-15 00:31:04.540"
,"2019-02-15 00:46:06.247"
,"2019-02-15 01:00:53.467"
,"2019-02-15 01:15:55.797"
,"2019-02-15 01:31:05.140"
,"2019-02-15 01:46:01.463"
,"2019-02-15 02:01:03.700"
,"2019-02-15 02:15:53.777"
,"2019-02-15 02:31:00.660"
,"2019-02-15 02:46:00.380"
,"2019-02-15 03:00:50.193"
,"2019-02-15 03:15:52.200"
,"2019-02-15 03:31:20.470"
,"2019-02-15 03:45:55.683"
,"2019-02-15 04:01:03.583"
,"2019-02-15 04:15:56.443"
,"2019-02-15 04:31:01.397"
,"2019-02-15 04:45:51.433"
,"2019-02-15 05:01:01.520"
,"2019-02-15 05:15:56.193"
,"2019-02-15 05:30:49.997"
,"2019-02-15 05:45:56.670"
,"2019-02-15 06:00:52.910"
,"2019-02-15 06:16:02.883"
,"2019-02-15 06:30:52.550"
,"2019-02-15 06:45:53.240"
,"2019-02-15 07:00:48.747"
,"2019-02-15 07:15:53.727"
,"2019-02-15 07:30:55.343"
,"2019-02-15 07:45:50.587"
,"2019-02-15 08:00:52.417"
,"2019-02-15 08:15:50.700"
,"2019-02-15 08:30:51.263"
,"2019-02-15 08:45:52.523"
,"2019-02-15 09:00:47.190"
,"2019-02-15 09:15:52.867"
,"2019-02-15 09:30:54.450"
,"2019-02-15 09:45:54.820"
,"2019-02-15 10:00:49.330"
,"2019-02-15 10:15:54.800"
,"2019-02-15 10:30:56.967"
,"2019-02-15 10:45:50.450"
,"2019-02-15 11:00:48.390"
,"2019-02-15 11:15:51.700"
,"2019-02-15 11:30:55.323"
,"2019-02-15 11:45:52.423"
,"2019-02-15 12:00:42.130"
,"2019-02-15 12:15:54.960"
,"2019-02-15 12:31:12.180"
,"2019-02-15 12:45:56.150"
,"2019-02-15 13:00:45.247"
,"2019-02-15 13:15:58.007"
,"2019-02-15 13:30:56.170"
,"2019-02-15 13:45:55.420"
,"2019-02-15 14:00:47.497"
,"2019-02-15 14:16:13.690"
,"2019-02-15 14:31:05.207"
,"2019-02-15 14:45:58.183"
,"2019-02-15 15:00:53.520"
,"2019-02-15 15:16:02.650"
,"2019-02-15 15:31:03.577"
,"2019-02-15 15:46:01.693"
,"2019-02-15 16:00:56.303"
,"2019-02-15 16:16:06.350"
,"2019-02-15 16:31:10.793"
,"2019-02-15 16:46:03.497"
,"2019-02-15 17:01:48.160"
,"2019-02-15 17:02:56.363"
,"2019-02-15 17:16:20.987"
,"2019-02-15 17:31:16.367"
,"2019-02-15 17:46:04.237"
,"2019-02-15 17:58:38.177"
,"2019-02-15 17:59:28.667"
,"2019-02-15 18:01:06.203"
,"2019-02-15 18:16:11.627"
,"2019-02-15 18:31:14.970"
,"2019-02-15 18:46:17.633"
,"2019-02-15 19:01:03.990"
,"2019-02-15 19:16:02.277"
,"2019-02-15 19:31:05.540"
,"2019-02-15 19:46:08.240"
,"2019-02-15 20:01:03.760"
,"2019-02-15 20:16:04.867"
,"2019-02-15 20:31:16.153"
,"2019-02-15 20:46:02.927"
,"2019-02-15 21:01:14.633"
,"2019-02-15 21:02:03.540"
,"2019-02-15 21:03:04.500"
,"2019-02-15 21:16:17.943"
,"2019-02-15 21:31:07.020"
,"2019-02-15 21:46:08.360"
,"2019-02-15 22:01:10.907"
,"2019-02-15 22:16:10.343"
,"2019-02-15 22:31:06.967"
,"2019-02-15 22:46:10.150"
,"2019-02-15 23:00:55.470"
,"2019-02-15 23:16:10.910"
,"2019-02-15 23:31:05.533"
,"2019-02-15 23:46:07.733"
,"2019-02-15 23:51:46.010"
,"2019-02-15 23:52:39.867"
,"2019-02-16 00:00:59.663"
,"2019-02-16 00:11:49.750"
,"2019-02-16 00:12:34.173"
,"2019-02-16 00:16:09.100"
,"2019-02-16 00:31:15.400"
,"2019-02-16 00:46:04.110"
,"2019-02-16 00:53:21.683"
,"2019-02-16 00:54:03.110"
,"2019-02-16 01:01:25.847"
,"2019-02-16 01:15:59.797"
,"2019-02-16 01:30:59.677"
,"2019-02-16 01:46:00.360"
,"2019-02-16 02:00:58.970"
,"2019-02-16 02:15:53.827"
,"2019-02-16 02:31:01.970"
,"2019-02-16 02:46:08.190"
,"2019-02-16 03:00:52.053"
,"2019-02-16 03:15:58.823"
,"2019-02-16 03:31:41.993"
,"2019-02-16 03:46:01.860"
,"2019-02-16 04:01:03.013"
,"2019-02-16 04:16:01.453"
,"2019-02-16 04:31:01.970"
,"2019-02-16 04:45:57.723"
,"2019-02-16 05:01:10.140"
,"2019-02-16 05:15:57.067"
,"2019-02-16 05:30:59.500"
,"2019-02-16 05:45:53.217"
,"2019-02-16 06:00:56.853"
,"2019-02-16 06:15:55.997"
,"2019-02-16 06:30:57.443"
,"2019-02-16 06:45:55.437"
,"2019-02-16 07:00:43.843"
,"2019-02-16 07:15:53.590"
,"2019-02-16 07:30:50.350"
,"2019-02-16 07:45:50.330"
,"2019-02-16 08:00:42.997"
,"2019-02-16 08:15:50.820"
,"2019-02-16 08:30:51.687"
,"2019-02-16 08:45:54.223"
,"2019-02-16 09:01:01.093"
,"2019-02-16 09:15:52.840"
,"2019-02-16 09:30:52.657"
,"2019-02-16 09:45:52.383"
,"2019-02-16 10:00:42.887"
,"2019-02-16 10:15:52.650"
,"2019-02-16 10:30:53.167"
,"2019-02-16 10:45:51.553"
,"2019-02-16 11:00:46.037"
,"2019-02-16 11:15:54.743"
,"2019-02-16 11:30:54.317"
,"2019-02-16 11:45:49.667"
,"2019-02-16 12:00:43.157"
,"2019-02-16 12:15:51.257"
,"2019-02-16 12:30:54.033"
,"2019-02-16 12:45:55.137"
,"2019-02-16 13:00:44.833"
,"2019-02-16 13:15:56.023"
,"2019-02-16 13:31:00.970"
,"2019-02-16 13:45:55.817"
,"2019-02-16 14:00:45.657"
,"2019-02-16 14:16:02.077"
,"2019-02-16 14:30:59.997"
,"2019-02-16 14:46:03.920"
,"2019-02-16 15:00:58.200"
,"2019-02-16 15:15:59.140"
,"2019-02-16 15:30:59.537"
,"2019-02-16 15:46:03.340"
,"2019-02-16 16:00:56.840"
,"2019-02-16 16:16:02.800"
,"2019-02-16 16:31:05.763"
,"2019-02-16 16:45:57.000"
,"2019-02-16 17:00:58.650"
,"2019-02-16 17:16:08.520"
,"2019-02-16 17:30:59.603"
,"2019-02-16 17:45:56.273"
,"2019-02-16 18:00:50.993"
,"2019-02-16 18:15:58.407"
,"2019-02-16 18:31:07.220"
,"2019-02-16 18:46:18.350"
,"2019-02-16 19:00:53.323"
,"2019-02-16 19:16:01.833"
,"2019-02-16 19:30:55.953"
,"2019-02-16 19:46:00.420"
,"2019-02-16 20:00:58.833"
,"2019-02-16 20:16:05.967"
,"2019-02-16 20:31:04.160"
,"2019-02-16 20:46:01.397"
,"2019-02-16 21:00:46.287"
,"2019-02-16 21:16:21.327"
,"2019-02-16 21:30:59.737"
,"2019-02-16 21:45:59.710"
,"2019-02-16 22:00:54.483"
,"2019-02-16 22:16:03.320"
,"2019-02-16 22:31:04.740"
,"2019-02-16 22:45:58.497"
,"2019-02-16 23:00:49.957"
,"2019-02-16 23:15:59.473"
,"2019-02-16 23:30:59.350"
,"2019-02-16 23:46:01.373"
,"2019-02-17 00:00:50.517"
,"2019-02-17 00:15:58.673"
,"2019-02-17 00:31:02.667"
,"2019-02-17 00:46:05.907"
,"2019-02-17 01:01:00.583"
,"2019-02-17 01:16:58.233"
,"2019-02-17 01:17:59.300"
,"2019-02-17 01:31:05.753"
,"2019-02-17 01:45:59.950"
,"2019-02-17 02:01:13.070"
,"2019-02-17 02:15:51.013"
,"2019-02-17 02:30:56.170"
,"2019-02-17 02:46:01.543"
,"2019-02-17 03:00:52.263"
,"2019-02-17 03:15:54.350"
,"2019-02-17 03:31:05.423"
,"2019-02-17 03:45:58.017"
,"2019-02-17 04:00:51.150"
,"2019-02-17 04:16:01.767"
,"2019-02-17 04:30:56.533"
,"2019-02-17 04:45:56.693"
,"2019-02-17 05:00:51.547"
,"2019-02-17 05:15:57.030"
,"2019-02-17 05:30:52.963"
,"2019-02-17 05:45:56.950"
,"2019-02-17 06:01:20.087"
,"2019-02-17 06:15:57.960"
,"2019-02-17 06:30:51.470"
,"2019-02-17 06:45:51.803"
,"2019-02-17 07:00:50.333"
,"2019-02-17 07:15:58.183"
,"2019-02-17 07:30:55.810"
,"2019-02-17 07:45:56.320"
,"2019-02-17 08:00:47.780"
,"2019-02-17 08:15:54.363"
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,"2019-02-17 08:46:07.577"
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,"2019-02-17 10:30:51.960"
,"2019-02-17 10:45:52.753"
,"2019-02-17 11:00:53.217"
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,"2019-02-17 11:30:57.013"
,"2019-02-17 11:45:55.480"
,"2019-02-17 12:00:53.187"
,"2019-02-17 12:15:56.963"
,"2019-02-17 12:30:53.480"
,"2019-02-17 12:45:55.790"
,"2019-02-17 13:01:00.560"
,"2019-02-17 13:16:07.687"
,"2019-02-17 13:31:01.220"
,"2019-02-17 13:45:56.090"
,"2019-02-17 14:00:55.820"
,"2019-02-17 14:16:06.100"
,"2019-02-17 14:31:04.020"
,"2019-02-17 14:46:01.827"
,"2019-02-17 15:01:07.627"
,"2019-02-17 15:16:00.260"
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,"2019-02-17 16:00:59.560"
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,"2019-02-17 19:16:09.803"
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,"2019-02-17 19:46:09.497"
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,"2019-02-22 18:16:20.673"
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,"2019-02-22 18:27:54.440"
,"2019-02-22 18:31:20.543"
,"2019-02-22 18:46:23.540"
,"2019-02-22 19:01:11.893"
,"2019-02-22 19:16:38.093"
,"2019-02-22 19:31:08.743"
,"2019-02-22 19:46:13.813"
,"2019-02-22 20:00:58.180"
,"2019-02-22 20:16:00.687"
,"2019-02-22 20:31:10.497"
,"2019-02-22 20:46:12.857"
,"2019-02-22 21:02:26.530"
,"2019-02-22 21:03:32.187"
,"2019-02-22 21:16:16.080"
,"2019-02-22 21:31:10.717"
,"2019-02-22 21:46:19.770"
,"2019-02-22 22:00:56.870"
,"2019-02-22 22:16:07.320"
,"2019-02-22 22:31:01.930"
,"2019-02-22 22:46:08.947"
,"2019-02-22 23:02:25.977"
,"2019-02-22 23:03:41.510"
,"2019-02-22 23:16:22.690"
,"2019-02-22 23:31:13.513"
,"2019-02-22 23:46:08.530"
,"2019-02-23 00:01:10.377"
,"2019-02-23 00:16:19.430"
,"2019-02-23 00:31:06.530"
,"2019-02-23 00:46:10.820"
,"2019-02-23 01:01:32.240"
,"2019-02-23 01:17:05.903"
,"2019-02-23 01:18:10.340"
,"2019-02-23 01:31:02.620"
,"2019-02-23 01:46:13.623"
,"2019-02-23 02:01:08.010"
,"2019-02-23 02:16:02.710"
,"2019-02-23 02:30:56.430"
,"2019-02-23 02:46:05.497"
,"2019-02-23 03:00:54.437"
,"2019-02-23 03:16:00.967"
,"2019-02-23 03:31:09.843"
,"2019-02-23 03:45:58.790"
,"2019-02-23 04:00:53.973"
,"2019-02-23 04:16:11.710"
,"2019-02-23 04:30:50.927"
,"2019-02-23 04:46:01.000"
,"2019-02-23 05:00:55.707"
,"2019-02-23 05:15:57.520"
,"2019-02-23 05:30:55.310"
,"2019-02-23 05:46:05.253"
,"2019-02-23 06:00:58.013"
,"2019-02-23 06:15:59.300"
,"2019-02-23 06:31:02.720"
,"2019-02-23 06:45:58.120"
,"2019-02-23 07:00:55.067"
,"2019-02-23 07:15:58.897"
,"2019-02-23 07:30:59.240"
,"2019-02-23 07:45:54.783"
,"2019-02-23 08:00:56.083"
,"2019-02-23 08:15:58.690"
,"2019-02-23 08:30:55.853"
,"2019-02-23 08:45:56.377"
,"2019-02-23 09:00:53.177"
,"2019-02-23 09:15:53.627"
,"2019-02-23 09:30:55.333"
,"2019-02-23 09:45:54.327"
,"2019-02-23 10:00:50.877"
,"2019-02-23 10:15:53.153"
,"2019-02-23 10:31:02.287"
,"2019-02-23 10:45:59.077"
,"2019-02-23 11:00:50.770"
,"2019-02-23 11:15:56.150"
,"2019-02-23 11:31:02.907"
,"2019-02-23 11:45:57.510"
,"2019-02-23 12:00:53.807"
,"2019-02-23 12:15:57.863"
,"2019-02-23 12:31:00.060"
,"2019-02-23 12:46:03.353"
,"2019-02-23 13:00:44.317"
,"2019-02-23 13:16:02.797"
,"2019-02-23 13:31:01.320"
,"2019-02-23 13:46:04.030"
,"2019-02-23 14:00:57.780"
,"2019-02-23 14:16:02.380"
,"2019-02-23 14:31:10.537"
,"2019-02-23 14:46:03.140"
,"2019-02-23 15:01:03.073"
,"2019-02-23 15:16:07.280"
,"2019-02-23 15:31:05.113"
,"2019-02-23 15:46:08.347"
,"2019-02-23 16:01:07.107"
,"2019-02-23 16:16:15.667"
,"2019-02-23 16:31:06.447"
,"2019-02-23 16:46:03.313"
,"2019-02-23 17:01:10.160"
,"2019-02-23 17:16:08.813"
,"2019-02-23 17:31:00.743"
,"2019-02-23 17:46:06.540"
,"2019-02-23 18:00:54.583"
,"2019-02-23 18:16:03.483"
,"2019-02-23 18:31:01.980"
,"2019-02-23 18:46:10.730"
,"2019-02-23 19:01:00.440"
,"2019-02-23 19:16:06.803"
,"2019-02-23 19:31:03.920"
,"2019-02-23 19:46:06.627"
,"2019-02-23 20:01:00.710"
,"2019-02-23 20:16:13.517"
,"2019-02-23 20:31:15.333"
,"2019-02-23 20:46:14.660"
,"2019-02-23 21:01:04.263"
,"2019-02-23 21:16:10.297"
,"2019-02-23 21:31:09.290"
,"2019-02-23 21:46:01.817"
,"2019-02-23 22:00:59.627"
,"2019-02-23 22:16:15.067"
,"2019-02-23 22:30:59.637"
,"2019-02-23 22:46:00.607"
,"2019-02-23 23:01:05.330"
,"2019-02-23 23:16:00.653"
,"2019-02-23 23:31:01.073"
,"2019-02-23 23:45:58.913"
,"2019-02-24 00:01:00.303"
,"2019-02-24 00:15:59.380"
,"2019-02-24 00:30:58.680"
,"2019-02-24 00:46:03.930"
,"2019-02-24 01:00:52.377"
,"2019-02-24 01:16:54.573"
,"2019-02-24 01:18:06.867"
,"2019-02-24 01:31:07.900"
,"2019-02-24 01:46:00.317"
,"2019-02-24 02:00:56.270"
,"2019-02-24 02:15:52.717"
,"2019-02-24 02:31:03.017"
,"2019-02-24 02:45:54.487"
,"2019-02-24 03:00:57.530"
,"2019-02-24 03:15:56.400"
,"2019-02-24 03:31:05.690"
,"2019-02-24 03:45:56.487"
,"2019-02-24 04:00:43.030"
,"2019-02-24 04:15:56.823"
,"2019-02-24 04:30:55.937"
,"2019-02-24 04:45:56.950"
,"2019-02-24 05:00:57.287"
,"2019-02-24 05:15:56.047"
,"2019-02-24 05:31:00.217"
,"2019-02-24 05:46:06.200"
,"2019-02-24 06:01:23.440"
,"2019-02-24 06:16:34.477"
,"2019-02-24 06:30:51.920"
,"2019-02-24 06:45:56.573"
,"2019-02-24 07:00:48.743"
,"2019-02-24 07:15:54.317"
,"2019-02-24 07:31:06.667"
,"2019-02-24 07:45:57.170"
,"2019-02-24 08:00:55.200"
,"2019-02-24 08:16:03.100"
,"2019-02-24 08:30:55.000"
,"2019-02-24 08:45:53.030"
,"2019-02-24 09:00:47.460"
,"2019-02-24 09:15:55.873"
,"2019-02-24 09:30:52.473"
,"2019-02-24 09:45:51.870"
,"2019-02-24 10:00:40.310"
,"2019-02-24 10:15:56.470"
,"2019-02-24 10:30:52.733"
,"2019-02-24 10:45:54.093"
,"2019-02-24 11:00:53.140"